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Yale Scientific<br />

THE NATION’S OLDEST COLLEGE SCIENCE PUBLICATION • ESTABLISHED IN 1894<br />

SEPTEMBER 2023<br />

VOL. 96 NO. 3 • $6.99<br />

KEEP AN EYE<br />

ON IT 16<br />

MEET MOIRÉ MATERIALS 12<br />

THAT MAGNETIC TOUCH 14<br />

COVID-19 NASAL SPRAY<br />

19<br />

VENUS’ SKINCARE ROUTINE 22


TABLE OF<br />

VOL. 96 ISSUE NO. 3<br />

COVER<br />

16<br />

A R T<br />

I C L E<br />

Keep An Eye On It<br />

Johnny Yue & Risha Chakraborty<br />

Yale scientists have uncovered more about the mechanisms of age-related macular degeneration<br />

(AMD), one of the leading causes of vision loss worldwide. From discovering possible therapeutic<br />

targets for AMD and other neurodegenerative diseases to uncovering a quantum chemistry<br />

reaction in the retina, their findings could not only inform potential AMD treatments, but also<br />

offer applications beyond the eye.<br />

12 Meet Moiré Materials<br />

William Archacki<br />

The newly fabricated ‘moiré materials’ are poised to overhaul light-sensing electronics at an atomic<br />

level. But how do they work? Yale researchers dove into the quantum world and put their own<br />

twist on the classic moiré effect recipe.<br />

14 That Magnetic Touch<br />

Elizabeth Watson<br />

The reason why certain meteorites can generate magnetic fields has puzzled the scientific<br />

community for years. Two Yale researchers propose an answer: collisions between asteroids give<br />

way to magnetic meteorites. Their new study advances our understanding of asteroids and the<br />

formation of magnetic dynamos at planetary cores, with potential implications for the upcoming<br />

NASA mission dubbed ‘Psyche.’<br />

19 COVID-19 Nasal Spray<br />

Evelyn Jiang<br />

Current mRNA vaccines, injected into the upper arm, excel at activating immune defenses in the<br />

bloodstream, but are not as effective at rallying protective responses in the upper airway and lungs. A<br />

team of Yale scientists made major advancements towards developing an mRNA nasal spray vaccine<br />

using nanoparticles that would offer a geographical advantage when it comes to targeting viral<br />

respiratory illnesses like COVID-19.<br />

21 Venus' Skincare Routine<br />

Cindy Mei & David Gaetano<br />

The surface of Venus has been observed to be less than a billion years old, which is much younger than<br />

its known age of 4.5 billion years. Scientists from Yale and the Southwest Research Institute showed that<br />

high-velocity collision events that happened in the early period of planet formation caused prolonged<br />

volcanic activity on Venus, leading to resurfacing that gives the planet its youthful appearance.<br />

2 Yale Scientific Magazine September 2023 www.yalescientific.org


CONTENTS<br />

More articles online at www.yalescientific.org & https://medium.com/the-scope-yale-scientific-magazines-online-blog<br />

4<br />

6<br />

25<br />

34<br />

Q&A<br />

NEWS<br />

FEATURES<br />

SPECIALS<br />

Can AI Determine the Scent of a Compound Based On Its<br />

Chemical Structure? • Ximena Leyva Peralta<br />

Modern-Day Trephination • Andrea Ortega<br />

Strange Metals • Proud Ua-arak<br />

Promising New Drug to Combat Resistant HIV • Sofia Arbelaez<br />

It's All In The Stones • Patrick Wahlig<br />

Happy Spouse, Happy House • Sunny Vuong<br />

Deep Learning • Sophia Burick<br />

Cancer: Not Just Bad Luck? • Sebastian Reyes<br />

Capturing the Physics of Afro-Textured Hair • Abigail Jolteus<br />

Super-Sizing Life's Smallest Secrets • Kara Tao<br />

Teeny Tiny Droplet Batteries • Sharna Saha<br />

The Brick of Life • Ilora Roy<br />

Scent-sational Memory Boost • Kenny Cheng<br />

Harnessing Atomic Breaths • Annli Zhu & Lea Papa<br />

Barnacle Breadcrumbs • Madeleine Popofsky<br />

Twinkle, Twinkle, Giant Star • Diya Naik & Robin Tsai<br />

Undergraduate Profile: Harper Lowrey (YC '24) • Nyla Marcott<br />

Alumni Profile: Ilana Yurkiewicz (YC '10) • Himani Pattisami<br />

Science in the Spotlight: Writing For Their Lives • Keya Bajaj<br />

Science in the Spotlight: Racism in Health • Samuel Obiama<br />

Counterpoint: The Heaviest Air in the World • Ian Gill<br />

Perimeter • Isaiah Asbed<br />

www.yalescientific.org<br />

September 2023 Yale Scientific Magazine 3


&<br />

By Ximena Leyva Peralta<br />

MODERN-DAY TREPHINATION:<br />

HOW DO YOU SAFELY<br />

INSERT AN ELECTRODE<br />

INTO THE BRAIN?<br />

By Andrea Ortega<br />

In 6,000 B.C.E., North African physicians treated head ailments<br />

with trephination—the practice of drilling holes into patients’<br />

skulls without anesthesia. Luckily, modern-day trepanning is much<br />

less invasive. A research team in Geneva, Switzerland is employing<br />

flexible, biocompatible materials in electrocorticography (ECoG), the<br />

monitoring of electrical activity associated with the brain. Normally, to<br />

detect the brain’s signals, neurosurgeons must carve out a ten-squarecentimeter<br />

section of the skull and insert electrodes through the hole,<br />

positioning them on the surface of the cerebral cortex. By creating a<br />

new soft, deployable ECoG system, the team has revolutionized neural<br />

recording by minimizing risks of infection and brain damage that<br />

accompany the removal of a large section of the skull.<br />

The novel soft ECoG system is composed of six spiral-shaped, folded<br />

arms that form a cylindrical “electrode array,” which extends through<br />

a one-square-centimeter incision in the skull. The system works by<br />

administering fluidic pressure into each arm, causing the arms to slowly<br />

expand within the one-millimeter space between the skull and the<br />

brain’s surface. Each component of the array is embedded with strain<br />

sensors, which monitor the deployment of the soft arms and tell the user<br />

when to stop applying pressure.<br />

In an in vivo experiment performed on a miniature pig, the soft<br />

robotic electrodes yielded successful readings of sensory activity<br />

and did not cause any structural damage. Thus, ECoG could play a<br />

large role in mapping regions of the brain associated with epilepsy,<br />

recording the brain’s functions, and controlling the movement of<br />

prosthetic limbs. Further advances are still necessary, but soft robotics<br />

demonstrate extraordinary capabilities in laying the groundwork for<br />

these advancements. ■<br />

CAN AI DETERMINE THE<br />

SCENT OF A COMPOUND<br />

BASED ON ITS CHEMICAL<br />

STRUCTURE?<br />

Scientists have long known that the chemical structure of a<br />

molecule influences its smell. However, it’s still unclear how<br />

tiny structural changes in a molecule’s structure can turn a<br />

sweet, delicate scent into a fishy stench.<br />

Enter artificial intelligence (AI). Researchers from the startup<br />

Osmo based in Cambridge, Massachusetts trained a type<br />

of AI system called a neural network to predict a compound’s<br />

odor based on its structure. The scientists instructed the system<br />

to assign descriptors from a list of fifty-five, such as “grassy” or<br />

“fruity,” to a scent. The AI system then generated an odor map by<br />

screening roughly five thousand well-studied molecules.<br />

To test the validity of this map, a panel of fifteen trained study<br />

participants sniffed a set of compounds with undocumented<br />

scents. Their answers were averaged to account for genetic<br />

differences, personal experiences, and preferences. The<br />

researchers found that the AI system achieved results comparable<br />

to the human assessments for fifty-three percent of the molecules.<br />

This new odor map could be a helpful reference tool when<br />

designing new scents in the food or perfume industries. But<br />

it doesn’t seem to reveal much about how humans interpret<br />

smell. Odor descriptors are quite subjective, and it’s unclear if<br />

averaging the answers of a group of people is the best way to<br />

obtain Aa “correct” description of a smell.<br />

Most smells in the real world come from a mixture of<br />

compounds. The next frontier for the AI system may be to<br />

chemically describe the complex smoky smell of freshly brewed<br />

coffee or the aromatic sweetness of a new perfume. ■<br />

4 Yale Scientific Magazine September 2023 www.yalescientific.org


The Editor-in-Chief Speaks<br />

PAST, PRESENT, AND FUTURE<br />

Often, scientific advances don’t involve the creation of never-before-seen<br />

technologies or completely novel theories; instead, scientists apply previous<br />

research in unconventional ways, bringing together disparate fields in search<br />

of new discoveries. What “innovation” or “advancement” means to each team of<br />

researchers will vary, but if you look closely, most are the product of collaboration<br />

across disciplines.<br />

In this issue, we highlight several of these developments made possible by<br />

interdisciplinary inspiration, and explore how they may propel their respective<br />

fields into the future. Our cover story features two groups at the Yale School of<br />

Medicine who have uncovered more about the mechanisms of age-related macular<br />

degeneration—one of the leading causes of blindness in the world—through the<br />

seemingly unrelated lenses of neurodegeneration and quantum chemistry (pg. 16).<br />

In another article, we recount a geochemist’s resourceful use of barnacle shells to<br />

decode the ocean path of lost Malaysian Airlines Flight MH370, whose final resting<br />

place has not been uncovered since the plane vanished in 2014 (pg. 30).<br />

Just as important as looking to the future is carefully studying the past—whether<br />

for inspiration, for wisdom, or for guidance. This issue’s alumni profile features Dr.<br />

Ilana Yurkiewicz (YC ’10), who, thirteen years ago, was in my very position writing<br />

to you as the Editor-in-Chief of the Yale Scientific. She has since gone on to become<br />

an incredibly successful physician-writer, and continues to serve as a role model<br />

not just for myself, but for everyone at <strong>YSM</strong> (pg. 35). One of our Science in the<br />

Spotlight articles takes us back even further—nearly a century back—to highlight<br />

the untold stories of Jane Stafford and other pioneering female science journalists<br />

who overcame all odds in the male-dominated industry to leave an enduring legacy<br />

that is still felt today (pg. 36).<br />

Speaking of the present, the Yale Scientific itself has been undergoing a few<br />

changes. The <strong>YSM</strong> offices in Welch Hall and 305 Crown St. were, despite our best<br />

efforts, repurposed by the Yale College Dean’s Office this past summer, so we have<br />

worked tirelessly to find new storage spaces for our collection of magazines dating<br />

back to the 19 th century. In September, I established a permanent installation of<br />

our <strong>YSM</strong> archives in the Benjamin Franklin college library, which presents a nearcomprehensive<br />

display of our historical issues that is accessible to any interested<br />

students, staff, faculty, and alumni. I would like to extend a special thanks to<br />

Professor Jordan Peccia, Head of Benjamin Franklin College, and Maria Bouffard<br />

for their time and generosity in making this timeless installation possible.<br />

Finally, I would like to thank our contributors, masthead, advisors, and readers<br />

who have continued to support our mission of accessible science communication<br />

throughout the years. Here’s to the generations of those who came before us, and to<br />

those who have yet to come.<br />

About the Art<br />

Alex Dong, Editor-in-Chief<br />

This cover illustration depicts researchers<br />

zooming into the retina and investigating the<br />

macula through machine learning methods.<br />

Catherine Kwon, Cover Artist<br />

MASTHEAD<br />

September 2023 VOL. 96 NO. 3<br />

EDITORIAL BOARD<br />

Editor-in-Chief<br />

Managing Editors<br />

News Editor<br />

Features Editor<br />

Special Sections Editor<br />

Articles Editor<br />

Online Editors<br />

Copy Editors<br />

Scope Editors<br />

PRODUCTION & DESIGN<br />

Production Manager<br />

Layout Editors<br />

Art Editor<br />

Cover Artist<br />

Photography Editor<br />

BUSINESS<br />

Co-Publishers<br />

Operations Manager<br />

Subscriptions Manager<br />

Outreach Manager<br />

OUTREACH<br />

Synapse Presidents<br />

Synapse Vice President<br />

Synapse Outreach Coordinators<br />

Synapse Events Coordinator<br />

WEB<br />

Web Managers<br />

Head of Social Media<br />

Social Media Coordinators<br />

STAFF<br />

Sanya Abbasey<br />

Luna Aguilar<br />

Ricardo Ahumada<br />

William Archacki<br />

Dinesh Bojja<br />

Risha Chakraborty<br />

Kelly Chen<br />

Leah Dayan<br />

Steven Dong<br />

Chris Esneault<br />

Erin Foley<br />

Mia Gawith<br />

Simona Hausleitner<br />

Tamasen Hayward<br />

Katherine He<br />

Miriam Huerta<br />

Sofia Jacobson<br />

Jenna Kim<br />

Catherine Kwon<br />

Charlotte Leakey<br />

Ximena Levya Peralta<br />

Yurou Liu<br />

Samantha Liu<br />

Helena Lyng-Olsen<br />

Kaley Mafong<br />

Georgio Maroun<br />

Cindy Mei<br />

Lee Ngatia Muita<br />

Lea Papa<br />

Hiren Parekh<br />

Himani Pattisam<br />

Emily Poag<br />

Madeleine Popofsky<br />

Tony Potchernikov<br />

Zara Ranglin<br />

Yusuf Rasheed<br />

Alex Roseman<br />

Ilora Roy<br />

Ignacio Ruiz-Sanchez<br />

Noora Said<br />

Alex Dong<br />

Madison Houck<br />

Sophia Li<br />

Sophia Burick<br />

Anavi Uppal<br />

Hannah Han<br />

Kayla Yup<br />

Krishna Dasari<br />

Mia Gawith<br />

William Archacki<br />

Matthew Blair<br />

Jamie Seu<br />

Samantha Liu<br />

Anya Razmi<br />

Malia Kuo<br />

Madeleine Popofsky<br />

Sydney Scott<br />

Kara Tao<br />

Catherine Kwon<br />

Jenny Wong<br />

Lucas Loman<br />

Dinara Bolat<br />

Tori Sodeinde<br />

Georgio Maroun<br />

Yusuf Rasheed<br />

Hannah Barsouk<br />

Sofia Jacobson<br />

Jessica Le<br />

Kaley Mafong<br />

Lawrence Zhao<br />

Anjali Dhanekula<br />

Abigail Jolteus<br />

Emily Shang<br />

Elizabeth Watson<br />

Keya Bajaj<br />

Eunsoo Hyun<br />

Jamie Seu<br />

Kiera Suh<br />

Yamato Takabe<br />

Joey Tan<br />

Kara Tao<br />

Connie Tian<br />

Van Anh Tran<br />

Sheel Trivedi<br />

Robin Tsai<br />

Sherry Wang<br />

Elise Wilkins<br />

Aiden Wright<br />

Elizabeth Wu<br />

Nathan Wu<br />

Johnny Yue<br />

Iffat Zarif<br />

Hanwen Zhang<br />

Lawrence Zhao<br />

Celina Zhao<br />

Matthew Zoerb<br />

The Yale Scientific Magazine (<strong>YSM</strong>) is published four times a year by Yale<br />

Scientific Publications, Inc. Third class postage paid in New Haven, CT<br />

06520. Non-profit postage permit number 01106 paid for May 19, 1927<br />

under the act of August 1912. ISN:0091-287. We reserve the right to edit<br />

any submissions, solicited or unsolicited, for publication. This magazine is<br />

published by Yale College students, and Yale University is not responsible<br />

for its contents. Perspectives expressed by authors do not necessarily reflect<br />

the opinions of <strong>YSM</strong>. We retain the right to reprint contributions, both text<br />

and graphics, in future issues as well as a non-exclusive right to reproduce<br />

these in electronic form. The <strong>YSM</strong> welcomes comments and feedback. Letters<br />

to the editor should be under two hundred words and should include the<br />

author’s name and contact information. We reserve the right to edit letters<br />

before publication. Please send questions and comments to yalescientific@<br />

yale.edu. Special thanks to the Yale Science and Engineering Association.


NEWS<br />

Physics / Medicine<br />

TOO STRANGE<br />

TO BE TRUE?<br />

A RACE AGAINST<br />

RESISTANCE<br />

THE CHOREOGRAPHY OF<br />

STRANGE METALS<br />

PROMISING NEW DRUG TO<br />

COMBAT RESISTANT HIV<br />

BY PROUD UA-ARAK<br />

BY SOFIA ARBELAEZ<br />

IMAGE COURTESY OF MARTIN DE ARRIBA<br />

IMAGE COURTESY OF KAROLINA GRABOWSKA<br />

The concept of electrons may have first been<br />

introduced in our chemistry classes with neat, easyto-follow<br />

Bohr models. But what happens when they<br />

don’t act the way scientists anticipate? Graduate student<br />

Kirsty Scott and Professor Eduardo H. da Silva Neto from<br />

the Yale Department of Physics set out to discover the<br />

nature of these so-called “strange metals.”<br />

According to basic quantum mechanics, an electron can<br />

be described as a quantum mechanical wave. “But in the<br />

strange metal phase, the wave description seems to not be<br />

applicable, which leaves us in a position where even the<br />

most advanced theories don’t seem able to explain what’s<br />

going on,” da Silva Neto said.<br />

The researchers were determined to uncover what<br />

happens at the electron level within these metals. Using<br />

a method called resonant inelastic X-ray scattering, they<br />

found a ‘quasi-circular’ pattern in the way electrons scatter<br />

at low energies. This means that when an electron changes<br />

direction while moving, it is free to change to any direction.<br />

‘Quasi-circular’ patterns have typically been assumed to be<br />

necessary for strange metals, but have not, until now, been<br />

directly measured.<br />

Matter matters. Scott, the leader of this study, believes that<br />

knowledge of the materials we use shapes our technology<br />

and therefore the society around us, as evidenced by<br />

historical periods like the “Stone Age” and the “Bronze<br />

Age” being defined by the materials of their time. Scott<br />

is enthusiastic about being part of a scientific endeavor<br />

where the study of novel material behaviors could usher in<br />

society’s next epoch. ■<br />

Yale physician Onyema Ogbuagu has been involved in<br />

clinical trials for HIV for more than a decade. Trained<br />

as a medical student in Nigeria during the peak of<br />

the HIV epidemic there, Ogbuagu has seen HIV treatment<br />

evolve considerably over the course of his career. “At the time<br />

[I was trained], reversing immune deficiency was a dream,”<br />

Ogbuagu said. Nowadays, directly managing HIV is a real<br />

option. However, multidrug resistance and therapeutic regimen<br />

complexity remain important barriers to treatment.<br />

Ogbuagu published a landmark phase-three clinical trial testing<br />

the effectiveness of Lenacapavir, a recently FDA-approved HIV<br />

treatment. Administered as a biannual injection, Lenacapavir is<br />

the longest-acting antiviral agent that has been approved for HIV<br />

treatment. As an antiretroviral therapy, Lenacapavir interrupts<br />

viral replication of HIV in the body, slowing the progression of<br />

the disease, improving immune function, and reducing the risk<br />

of HIV transmission. The treatment is of particular interest for<br />

patients demonstrating multidrug resistance.<br />

Lenacapavir contributed to a virologic suppression rate of over<br />

eighty percent, much higher than the average virologic suppression<br />

rates observed in other multidrug-resistant trials. “[The trial]<br />

holds promise that we’re able to reach certain people that wouldn’t<br />

be successfully treated with [other] regimens,” Ogbuagu said.<br />

As this medication is being tested to treat HIV, Ogbuagu<br />

is also hopeful that HIV treatment options may evolve into a<br />

wide range of different methods and frequencies of delivery.<br />

“People could have the luxury of choosing a method that’s<br />

effective and that fits their lifestyle and their preferences,” he<br />

said. Ogbuagu’s study certainly brings his hopes of creating<br />

simpler, more effective therapeutic regimens to improve<br />

quality of life closer to reality. ■<br />

6 Yale Scientific Magazine September 2023 www.yalescientific.org


Ecology / Public Health<br />

NEWS<br />

IT’S ALL IN<br />

THE STONES<br />

HAPPY SPOUSE,<br />

HAPPY HOUSE<br />

RIVER EROSION KEY TO<br />

FISH BIODIVERSITY<br />

BY PATRICK WAHLIG<br />

MARITAL STRESS ASSOCIATED<br />

WITH WORSE HEART<br />

ATTACK RECOVERY<br />

BY SUNNY VUONG<br />

IMAGE COURTESY OF ISAAC SZABO<br />

IMAGE COURTESY OF TIMUR WEBER<br />

A<br />

tiny, three-inch fish might hold the key to unlocking<br />

an ancient secret of evolution.<br />

Tucked away in the southern Appalachian Mountains<br />

is the Greenfin Darter (Nothonotus chlorobranchius), a hardy fish<br />

that exhibits tremendous genetic diversity. Until recently, the<br />

driver of this diversity was unknown. Researcher Maya Stokes,<br />

along with Yale Professor Thomas Near and a team of dedicated<br />

scientists, set out to discover the mechanism behind what appears<br />

to be real-time allopatric speciation, or speciation prompted by<br />

geographic isolation, in the Appalachian Mountains.<br />

Near puts the overall research question simply. “Why are<br />

we seeing species richness within the rivers themselves?” he<br />

said. The answer lies in the stones—erosion, to be exact.<br />

The Greenfin Darter is selective of its habitat, preferring<br />

hard metamorphic rock over soft sedimentary rock.<br />

Erosional processes in the Tennessee River, however, have<br />

exposed areas of sedimentary rock, separating regions<br />

of metamorphic rock. This has forced Greenfin Darter<br />

populations into isolation. The team’s research displays that<br />

erosion of metamorphic rock has severely reduced gene flow<br />

between populations of N. chlorobranchius, driving genetic<br />

divergence up. This research—an intersection between the<br />

fields of ichthyology (the study of fishes) and geoscience—<br />

has allowed a novel explanation of species divergence in what<br />

Near calls “geologically quiet” areas without tectonic influence.<br />

Stokes is thrilled with the recent work. “We tried to<br />

quantitatively combine data sets across disciplines,” she said.<br />

“We were able to integrate these datasets fairly seamlessly,<br />

which allowed us to highlight a novel geologic mechanism.”<br />

As research endeavors become increasingly integrative, this<br />

study is an inspiring example of interdisciplinary success. ■<br />

Heartbreak is purely figurative, referring to the sadness<br />

over a loved one wounding our emotional state, not<br />

our biological heart. However, a new study from<br />

researchers at the Yale School of Public Health indicates that<br />

the concept can become literal—at least, for those married<br />

or in a committed relationship. The study found that among<br />

1,593 adults who were treated for a heart attack, there was<br />

an independent association between severe marital stress<br />

and worse recovery through their first year after hospital<br />

discharge. This association was strong even after adjusting<br />

for patient demographics.<br />

The authors of the study, doctoral graduate Cenjing Zhu<br />

and Professor of Epidemiology Judith Lichtman, found that<br />

when following up after a year on symptoms reported by<br />

patients such as depression, chest pain, and overall quality of<br />

life, a strong association with marital stress still appeared in<br />

every aspect of their recovery.<br />

To the researchers, this calls attention to a need for<br />

better awareness that marital stress and other factors in the<br />

psychosocial domain could be important factors during the<br />

recovery process. “We absolutely have to think about all of<br />

the acute care, but we also have to broaden our perspective<br />

to think about other aspects that may be contributing to how<br />

well somebody recovers,” Lichtman said.<br />

“From a care provider perspective, there should be more<br />

prompting during their day-to-day communications with<br />

their patients about how they’re doing.” Zhu said. “It’s not<br />

only about numbers in the clinical factors, but also their<br />

overall well-being.” The study emphasizes the overlooked<br />

importance of overall social and mental well-being on<br />

physical recovery. ■<br />

www.yalescientific.org<br />

September 2023 Yale Scientific Magazine 7


FOCUS<br />

Artificial Intelligence<br />

DEEP<br />

LEARNING<br />

An Unexpected<br />

Tool To Fight<br />

Heart Valve Disease<br />

BY SOPHIA BURICK<br />

PHOTOGRAPH COURTESY OF CAROLINE BUCKY<br />

Severe aortic stenosis (AS) is a common form of valvular heart<br />

disease that involves the aortic valve becoming unusually<br />

narrow, affecting five percent of people above the age of<br />

sixty-five. Early diagnosis is essential to successful intervention.<br />

Usually, AS is detected through Doppler echocardiography, or<br />

ultrasound imaging of the heart. However, performing Doppler<br />

echocardiography requires access to specialized equipment as well<br />

as professionals who know how to operate the equipment and<br />

interpret the results. This discrepancy between the large population<br />

of individuals at risk for AS and the small amount of resources<br />

available for its diagnosis makes it difficult to achieve early diagnosis<br />

of AS, negatively impacting patient outcomes.<br />

Researchers at the Cardiovascular Data Science (CarDS) Lab at<br />

Yale recently published in European Heart Journal a creative new<br />

approach to making AS diagnostic tools more accessible—combining<br />

deep learning with simple ultrasound scans. Handheld devices that<br />

use ultrasound imaging to visualize the heart are much more widely<br />

available than the equipment necessary for Doppler echocardiography,<br />

but the images and videos alone produced by these ultrasound scans<br />

are difficult to use to diagnose AS. “Patients are often not seen by a<br />

cardiologist until they are very late in their disease stage,” Evangelos<br />

Oikonomou, a postdoctoral fellow in the CarDS Lab, said. “There’s a big<br />

opportunity to diagnose the disease earlier in this patient population.”<br />

The researchers at the CarDS Lab developed a novel deep learning<br />

model that is capable of using 2D echocardiograms, which are produced<br />

by simple ultrasound imaging, to identify AS without specialized<br />

Doppler equipment. Deep learning is a kind of machine learning<br />

that employs computer networks built to resemble human neural<br />

networks—in short, it teaches computers how to learn like humans.<br />

“You train the algorithm by showing it multiple different images<br />

and giving feedback to the algorithm as to whether its prediction<br />

[about what the image is] is correct or wrong,” Oikonomou said.<br />

“What the algorithm does is every time it gets [its prediction] wrong,<br />

it tries to adjust its approach and learn something from its errors.”<br />

These deep learning algorithms are often more perceptive to patterns<br />

than humans, allowing them to reach conclusions that might not be<br />

apparent to a doctor trying to interpret ultrasound images. “That’s<br />

where the performance of an AI algorithm may actually exceed that of<br />

a human operator,” Oikonomou said.<br />

To develop their algorithm, the researchers needed to train it to be<br />

able to recognize severe AS. To do this, they sourced a massive amount<br />

of 2D cardiac ultrasound videos from patients in the Yale New Haven<br />

Health system with no AS, non-severe AS, and severe AS. Using this<br />

dataset, the algorithm learned how to identify specific phenomena<br />

in the videos associated with each class of AS diagnosis. Once the<br />

researchers trained the algorithm to learn what to look for, they had<br />

to validate that the algorithm was truly capable of differentiating<br />

non-AS, non-severe AS, and severe AS ultrasound videos. To prove<br />

the algorithm’s success, they had it sort a new dataset from different<br />

patients in New England and California. The deep learning algorithm<br />

proved highly accurate in sorting the videos across all patient datasets.<br />

The researchers’ vision is that their algorithm can be used by any<br />

medical provider with a simple ultrasound scanner to catch AS early.<br />

This removes the existing barriers to AS diagnosis, like specialized<br />

Doppler echocardiography equipment and the training of medical<br />

providers to accurately interpret results, making AS diagnoses more<br />

accessible to patients and simpler for providers. If the algorithm<br />

is widely used, it could be a major step forward for successful AS<br />

intervention. “Hopefully, we can make this as cost-efficient as possible,”<br />

Oikonomou said. “It’s very easy to do—it takes two or three minutes,<br />

and people can probably be screened once in their lifetime.”<br />

Beyond its immediate impact in improving outcomes for AS patients,<br />

this deep learning algorithm reveals the broader potential of applying<br />

cutting-edge computer science to healthcare. “I think this could be<br />

applied to other things such as hypertrophic cardiomyopathy, which<br />

is a genetic heart condition that is very common but most people don’t<br />

ever get diagnosed,” Oikonomou said.<br />

With increasingly high patient burdens and medical staff stretched<br />

thin, it’s inevitable that some patients will slip through the cracks of<br />

the healthcare system. Machine and deep learning models could be<br />

used across a variety of applications to identify diagnoses that are<br />

sometimes missed by medical staff. The CarDS Lab’s algorithm is<br />

proof of the great positive impact that computer science and artificial<br />

intelligence stand to have on patient care and outcomes. ■<br />

8 Yale Scientific Magazine September 2023 www.yalescientific.org


Biology<br />

FOCUS<br />

CANCER: NOT<br />

JUST BAD LUCK?<br />

How Cancer May Be<br />

More Than Just<br />

Random Mutations<br />

BY SEBASTIAN REYES<br />

IMAGE COURTESY OF NIH IMAGE GALLERY<br />

It is well known that our risk for cancer increases as we age, but we still<br />

don’t understand why. How might the wrinkles marking the corners<br />

of our eyes relate to cancerous cells suddenly forming inside us?<br />

Previous research established a high correlation between cancer risk and<br />

the number of replications a cell undergoes throughout our life, leading to<br />

the hypothesis that random, unlucky mutations during cellular division<br />

are a notable driver of tumor formation. This aptly named “bad luck”<br />

hypothesis has been widely debated, with scientists questioning how the<br />

theory accounts for the impact of environmental factors. Now, researchers<br />

at Yale University are proposing an answer: an age-related chemical<br />

signature hiding in our genomes.<br />

The study, conducted by recent PhD graduate Christopher Minteer and<br />

former Yale Assistant Professor Morgan Levine explores a set of epigenetic<br />

alterations called DNA methylation—that is, chemical attachments to the<br />

genome rather than changes within the DNA sequence itself—associated<br />

with aging and risk of diseases like cancer. Through the repeated replication<br />

of astrocytes, a type of cell found in the central nervous system ideal for<br />

this type of manipulation, Minteer’s team was able to mimic the rapid,<br />

unconstrained replication of tumorous cells. Having achieved tumor-like<br />

growth, the team then designed an algorithm to quantify the epigenetic<br />

signals in the cells. They eventually identified a progressive methylation<br />

signature that they called CellDRIFT, the strength of which increased with<br />

age across multiple tissues and differentiated tumors from normal tissue.<br />

Through additional examination, Minteer’s team found that the<br />

CellDRIFT signature was elevated not only in cancerous cells, but also in<br />

healthy tissues that were predisposed to tumor formation. They examined<br />

healthy breast tissue from breast cancer patients prior to treatment and<br />

found that even the tumor-free tissues displayed an elevated CellDRIFT<br />

signature compared to non-cancerous controls, suggesting that<br />

CellDRIFT could predate the formation of tumors and serve as a warning<br />

sign. They also found that its presence was strongly correlated with poor<br />

patient survival, meaning that CellDRIFT, along with related measures,<br />

may help researchers and clinicians predict cancer aggression.<br />

“We provided further context to the ‘bad luck’ hypothesis and created<br />

a tool to better study it,” Minteer said. While the “bad luck” hypothesis<br />

links the majority of cancer risk to random, sudden mutations in the<br />

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genome, the CellDRIFT signature appears gradually. It slowly increases<br />

over time, meaning that CellDRIFT increments can vary depending on<br />

environmental factors, such as exposure to carcinogens. Thus, CellDRIFT<br />

can help provide a more thorough and unified understanding of the<br />

previously known underlying causes of tumor formation.<br />

The researchers also explored whether they could reverse or otherwise<br />

reset the CellDRIFT signature. Namely, they manipulated stem cells to<br />

“reset” through a process known as Yamanaka factor reprogramming—a<br />

process in which special genes are introduced to cells to transform them<br />

back into an unspecialized state, thus allowing them to re-develop into new<br />

types of cells. Each instance of Yamanaka factor reprogramming consists<br />

of three phases: initiation, in which the cell begins to show genetic signs<br />

of resetting, maturation, in which the bulk of the reprogramming process<br />

occurs, and stabilization, in which the cells settle into their new form.<br />

Minteer’s team observed a dramatic decrease in CellDRIFT during the<br />

maturation phase, but the signature increased again once the cells entered<br />

the stabilization phase. In other words, they found promising evidence to<br />

suggest that although CellDRIFT cannot be stopped completely, it can be<br />

impeded, thus providing a new approach to preventive cancer treatments.<br />

Minteer’s team also recognized that while CellDRIFT presence can be<br />

used to predict many aspects of cancer risk and aggression, calculating<br />

the signature is a difficult task in itself. Thus, they constructed a package<br />

to help clinicians and researchers quickly and efficiently quantify the<br />

signature, making their discovery more accessible to others unfamiliar<br />

with this field. “[The package] is uniquely suited to serve as a resource in<br />

the lab,” Minteer said. Although it still requires additional validation and<br />

experimentation, Minteer expressed excitement about the potential future<br />

uses of this package in both experimental and clinical settings.<br />

While the use of epigenetic tools in clinics is still in its infancy, the<br />

findings of Minteer’s team are promising. CellDRIFT is unique in that it<br />

considers the myriad of factors that trigger the formation of an individual’s<br />

specific tumor, rather than reducing these factors to “just bad luck.” This<br />

provision of tailored cancer diagnoses makes CellDRIFT a compelling tool<br />

for clinicians to understand the full cancer narrative, and its contribution<br />

to the debate about cancer’s origin suggests a new, encouraging role for<br />

cancer prevention. ■<br />

September 2023 Yale Scientific Magazine 9


FOCUS<br />

Computer Science<br />

REPRESENTATION<br />

IN ANIMATION<br />

Computer Science<br />

Captures The Physics<br />

of Afro-Textured Hair<br />

BY ABIGAIL JOLTEUS<br />

PHOTOGRAPH COURTESY OF FAREED SALMON<br />

In the past, in computer animation, many Black characters would<br />

have poorly animated braids, or more frequently, just have<br />

straight hair. For years, computer animations would use these<br />

inaccurate representations of tightly coiled hair, also known as afrotextured<br />

hair. Recently, as more people of color have been hired and<br />

cast for animation roles, the animation industry has moved towards<br />

becoming more diverse and inclusive than ever before.<br />

However, this increase in diversity did not translate into more<br />

accurate animation of afro-textured hair. “The way that hair<br />

has been simulated, at least since the ‘90s, has been many line<br />

segments chained together, and making them small enough gives<br />

a smooth appearance,” said Theodore Kim, an associate professor<br />

of computer science at Yale. Animating hair is achieved through<br />

various mathematical equations where the twists of each strand<br />

must be carefully simulated for accurate hair motion. “Therefore,<br />

when a character shakes their head, you can see realistic movement,”<br />

Kim said. However, this process only works for the overwhelming<br />

majority of animated characters who are white and have straight<br />

hair. “The trouble appears with the physics equations selected for<br />

simulation,” he said.<br />

A team of computer scientists at Yale have created a novel<br />

physical model that allows for more accurate animation of tightly<br />

coiled hair, more realistically capturing the way it looks and moves.<br />

“We were concerned with three different types of elastic energy<br />

for hair: stretching, bending, and twisting energies,” said Haomiao<br />

Wu, one of the lead researchers on the project. “These energies<br />

constrain how the strands behave in an elastic way. We proposed<br />

a different set of those three energies for a model so that it is more<br />

stable.” In other words, they wanted to capture the true essence of<br />

afro-textured hair using sophisticated mathematical modeling.<br />

Their isotropic, hyperelastic model was specifically designed for<br />

better simulation of tightly coiled hair. “Isotropic means that no<br />

matter the direction, the restorative force is the same,” said Alvin<br />

Shi, another one of the lead researchers on the study. Restorative<br />

force is the force needed for an object to return to its initial size<br />

and shape. In this case, it enables a hair strand to return to its initial<br />

coiled state, which better captures afro-textured hair. This model is<br />

also faster, simpler, and more robust than previous models.<br />

The researchers devised this model by discarding the previous<br />

assumption for mathematical equations to simulate the curling<br />

pattern of each strand and instead consider large bends and<br />

torsions, as well as assuming, to a certain extent, that the hair is<br />

non-straight. While this model was designed for kinky, curly, or<br />

coily hair, the researchers discovered that it is also effective for<br />

straight hair.<br />

As with all simulations, there are flaws. Some of these limitations<br />

include the scaling behavior of tight, coily hair and lack of variation<br />

in how the hair can look. Currently, the model can account for only<br />

two different appearances of afro-textured hair: a clumped look,<br />

well-defined curls, and a more picked-out look, or fluffed-out<br />

afro-textured hair. By decreasing the radius of a wisp—a clump of<br />

hair strands common in afro-textured hair—but keeping the same<br />

total number of hair strands, a more picked-out look is obtained.<br />

However, these looks are not incredibly realistic compared to reallife<br />

individuals with the same hair type. “We are looking to improve<br />

on the realistic aspect of our model,” Shi said.<br />

For the next steps, the researchers plan to conduct further<br />

experiments with the realism of the simulated hair and possibly test<br />

an anisotropic model, meaning the pattern is different in various<br />

directions, which could lead to better animations of different<br />

hairstyles with afro-textured hair.<br />

While no animated content or games are perfect, it is important<br />

that Black individuals see themselves adequately represented in<br />

the media that they consume. As the creators of one of the first<br />

models specifically for tight, coily hair, the team also hopes that<br />

other researchers will be inspired to conduct similar research. “We<br />

are looking forward to seeing more and more research in this field,<br />

not just from us but other researchers as well,” Wu said. Ultimately,<br />

they want their model to lead to greater and better racial and ethnic<br />

representation in animated games and movies. “It might take<br />

longer than we wish for these techniques to be implemented, but<br />

we are hoping as soon as possible,” Wu said. ■<br />

10 Yale Scientific Magazine September 2023 www.yalescientific.org


Molecular Biology<br />

FOCUS<br />

SUPER-SIZING<br />

LIFE’S SMALLEST<br />

SECRETS<br />

Pushing The Boundaries<br />

of Microscopy<br />

BY KARA TAO<br />

PHOTOGRAPHY COURTESY OF EMILY POAG<br />

Let’s turn the clock way back to when you consisted of only a<br />

small clump of cells. How does this tiny clump of cells know to<br />

transform into various cell types throughout your body, from hair<br />

and eyes to lips and legs? It turns out that these instructions are encoded<br />

in our genome. However, our genome is initially “silent.” It needs to be<br />

activated and reprogrammed through a process called zygotic genome<br />

activation so that our cells can properly differentiate into specific cell<br />

types in our body.<br />

The Giraldez lab at Yale specifically investigates the cellular<br />

mechanisms of this process, which involve a variety of interactions<br />

between protein ‘factors’ and DNA that work together to transform<br />

the “silent” state of the genome into the activated state. “It’s kind of like<br />

erasing the blackboard and writing new instructions,” said Antonio<br />

Giraldez, the Fergus F. Wallace Professor of Genetics. “We’re trying<br />

to understand the factors that erase the previous instructions and the<br />

factors that instruct the genome to employ the first cascade of events<br />

that will lead to development.”<br />

Traditionally, researchers have relied on indirect biochemical methods<br />

to unravel the intricacies of this process, as the existing visualization<br />

techniques have presented considerable limitations. “We wondered if<br />

we could actually come up with a new way to visualize what happens<br />

inside of these clusters,” said Mark Pownall, a member of the Giraldez<br />

lab who first looked into this research direction. In collaboration with<br />

the Bewersdorf lab at Yale, Pownall adapted their already-established<br />

technique of pan-expansion microscopy (pan-ExM), incorporating<br />

labeling of protein, RNA, and DNA to create Chromatin Expansion<br />

Microscopy (ChromExM). Pan-expansion microscopy involves fixing<br />

cells to an expandable gel called a hydrogel that swells via addition<br />

of certain functional groups. By layering multiple hydrogels on top of<br />

each other, the cells take on a larger size that can be better resolved<br />

under a microscope.<br />

The cell, and specifically the chromatin that makes up our<br />

chromosomes, expands to become four thousand times larger, allowing<br />

for a never-before-seen look into the small-scale interactions that<br />

thus far, researchers have only been able to theorize about. “This has<br />

allowed us to start measuring distances that are ten times higher in<br />

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resolution than what we have ever captured before,” Giraldez said. “This<br />

has revealed how the models and the cartoons we are drawing from<br />

biochemical experiments can be visualized for the first time.”<br />

One of the main concerns of expansion microscopy was whether the<br />

cell’s proportions could be maintained during the expansion process. To<br />

ensure that the cell expanded proportionally, the Giraldez lab developed<br />

a technique where the initial cell was marked with parallel stripes, and<br />

if the stripes remained parallel after expansion, it would have exhibited<br />

proportional growth. “This showed us that we preserved these stripes<br />

really well after they were cleaved, which was one hint that we actually<br />

preserved chromatin structure,” Pownall said.<br />

With this novel technique in hand, the Giraldez lab could finally<br />

visualize the specific factors involved in activating the genome. Using<br />

ChromExM, they were able to study the function of Nanog, a protein<br />

that binds to a “gene enhancer” region of DNA that stimulates the<br />

activation of genes involved in development. Although Nanog had<br />

been shown to interact with RNA polymerase, located at the promoter<br />

region of the gene where the polymerase would initially bind to initiate<br />

transcription of DNA to mRNA, it was unclear whether these structures<br />

actually required transcription to form. By using ChromExM, they<br />

found that the Nanog protein was initially in close contact with RNA<br />

polymerase, but once transcription was initiated, the protein separated<br />

itself from the growing strand of mRNA. The Giraldez lab termed this<br />

interaction the “kiss-and-kick model,” where transcription acts as the<br />

“kick” to separate the enhancer and promoter regions.<br />

The development of the human body is an incredibly complex<br />

process directed by genetic codes regulated by countless factors that<br />

interact with chromatin and different organelles in our cells. The novel<br />

technique of ChromExM not only allows us to visualize these processes,<br />

but is also accessible and applicable to other fields of study, as it only<br />

requires a confocal microscope that can be found in biological research<br />

labs. “I think that this could add a fundamental tool to the global toolbox<br />

to really understand how different molecules interact in the nucleus by<br />

visualizing these fundamental processes of life,” Giraldez said. “The<br />

accessibility is great, and the possibilities to apply ChromExM to other<br />

approaches is very large.” ■<br />

September 2023 Yale Scientific Magazine 11


FOCUS<br />

Electrical Engineering<br />

WHY TINY PATTERNS MEAN BIG THINGS<br />

FOR THE FUTURE OF SEMICONDUCTORS<br />

BY WILLIAM ARCHACKI<br />

The moiré effect is a phenomenon<br />

you can witness with just a marker<br />

and paper. First, take your marker<br />

and draw a honeycomb pattern of<br />

hexagons on two sheets of paper. Now lay<br />

them atop one another askew, rotating the<br />

top sheet slightly. By combining these two<br />

lattices, you should see regular, repeating<br />

patterns much larger than any individual<br />

hexagon. This is the moiré effect in action:<br />

from a distance, the overlapping hexagons<br />

make a larger tessellation that seems to<br />

alternate between light and dark regions.<br />

Now imagine if atoms stood at the<br />

vertices of every hexagon on the paper,<br />

connected to their neighbors by chemical<br />

bonds. That’s the structure of a moiré<br />

material. At an atomic scale, the repeated<br />

patterns of the moiré effect change how<br />

light interacts with a material and, in<br />

turn, how the material transmits electrical<br />

signals resulting from light.<br />

In a recent Nature Materials publication<br />

led by Fengnian Xia, professor of electrical<br />

engineering at Yale, the team innovated<br />

upon moiré materials. By finding a<br />

more controllable way to produce the<br />

moiré effect at an atomic scale, they have<br />

made a material that has a wide range<br />

of useful physical properties that may<br />

pave the way for a new generation of<br />

optical sensors.<br />

Scientists vs. Thermodynamics<br />

The new moiré material recipe by Xia<br />

and his colleagues starts with three simple<br />

ingredients: tungsten, sulfur, and selenium.<br />

When heated in a furnace through a<br />

process referred to as chemical vapor<br />

deposition, these three elements combine<br />

into flat, hexagonal lattices. The vertices<br />

are occupied by atoms of tungsten, sulfur,<br />

and selenium. After heating for a second<br />

time with a supply of the same elements in<br />

different ratios, an additional layer forms<br />

on top of the existing hexagonal lattice,<br />

this time with a slightly different spacing<br />

between its atoms—a different lattice<br />

constant. The alignment of differentlyspaced<br />

layers signals success: the moiré<br />

effect is present. Now, it’s a matter of lattice<br />

size rather than rotation.<br />

It has historically been a challenge for<br />

researchers to fabricate moiré materials<br />

because of the natural way that layers<br />

form. The most stable way for two<br />

identical layers to stack results in a<br />

perfect alignment that never produces<br />

the moiré effect. So, rather than using<br />

the conventional ‘twistronics’ approach<br />

to moiré material fabrication, which<br />

fights against thermodynamics to force<br />

the layers to rotate, this new approach<br />

from Xia’s group relies on variations in<br />

the spacing of atoms. In their recipe,<br />

the moiré effect is created by stacking<br />

hexagons of different sizes, rather than<br />

different orientations.<br />

“Twisting two layers at a specific twist<br />

angle is not the most stable form of<br />

matter,” said Matthieu Fortin-Deschênes, a<br />

postdoctoral fellow in Xia’s research group<br />

and first author on the paper. “Basically,<br />

we came up with an approach to directly<br />

grow these moiré patterns with tunable<br />

spacing. Instead of twisting, we grow them<br />

with different lattice parameters to tune<br />

the moiré periodicity.”<br />

By precisely varying the concentrations<br />

of sulfur and selenium relative to tungsten,<br />

the researchers saw that the pattern they<br />

form has a “tunable period”. In other words,<br />

they can control how large the patterns<br />

appear. With a tunable period, there is a<br />

new world of possibilities. “If you’re able<br />

to tune the periodicity, you’re able to tune<br />

the properties of the material,” Fortin-<br />

Deschênes said. Tuning properties is a big<br />

deal for electrical engineers. The next step<br />

is figuring out how to leverage these tunable<br />

properties for use in real technologies.<br />

Tiny Materials, Big Implications<br />

Working on these materials has gotten<br />

Xia and his colleagues thinking a lot<br />

about light. What kind of information<br />

can we glean from light? For one answer,<br />

look to the astronomers. When studying<br />

exoplanets, they often examine the spectra<br />

of light that passes through the planets’<br />

atmospheres. By using spectroscopy, a<br />

crucial analytical technique that works<br />

like forensics for light, they deduce which<br />

gases are floating around in a breath’s<br />

worth of air many millions of miles away.<br />

And waves of light have more parameters<br />

than just their spectra. Measuring light’s<br />

polarization can give insights into what<br />

substances the light has interacted with.<br />

For example, light that reflects off water is<br />

12 Yale Scientific Magazine September 2023 www.yalescientific.org


Electrical Engineering<br />

FOCUS<br />

Matthieu Fortin-Deschênes operating machinery in the lab.<br />

polarized because the process of reflection<br />

forces all the light waves to oscillate<br />

within the same plane. Other parameters<br />

of interest like intensity or coherence can<br />

each be measured with dedicated pieces of<br />

lab equipment. For Xia, these parameters<br />

of light pose an exciting question: What if<br />

it were possible to pick up on the wealth of<br />

information provided by light using just a<br />

single sensor?<br />

The new moiré material has a special way<br />

of interacting with light and transmitting<br />

electric current. Just as bumps on a hill<br />

change the way water flows, moiré-induced<br />

variations in the invisible landscape of the<br />

material’s electric potential change how<br />

electrons move from one point to another.<br />

Incoming light gets absorbed by the<br />

material and starts a flow of electrons, and<br />

when that flow of electrons is recorded<br />

as a current or its corresponding voltage<br />

drop, information about the light’s source<br />

is conveyed somewhere within the data.<br />

The challenge, then, is to decode the data<br />

and reveal the secrets hidden within the<br />

material’s electric signals.<br />

“This material is highly tunable, and<br />

it interacts with light very strongly.<br />

That would allow us to combine this<br />

reconfigurable material with the latest<br />

deep learning algorithms,” Xia said. “In<br />

another 2022 paper, we used deep learning<br />

to realize the detection of many parameters<br />

of light simultaneously.” Their approach—<br />

referred to as deep sensing—could change<br />

how scientists use light. Rather than just<br />

spectroscopy, scientists could tap into new<br />

www.yalescientific.org<br />

Photography by Paul-Alexander Lejas<br />

information carried by light if they watch<br />

how all the parameters change together.<br />

“We can relate this to image recognition,”<br />

Xia said. “This high-dimensional<br />

photoresponse contains all the information<br />

we want to know, but we don't know how to<br />

extract this information.” In the same way<br />

that a deep learning algorithm figures out<br />

to differentiate images of cats from images<br />

of dogs, an algorithm might learn to<br />

correlate the complex electric signals from<br />

the sensor to any kind of data a scientist<br />

might be examining. “Let’s assume you<br />

want to know the concentration of a certain<br />

gas. You can do that by measuring the<br />

ABOUT THE AUTHOR<br />

absorption spectrum. But you don't have<br />

to do that. You can skip that process. You<br />

can go directly from the photoresponse<br />

to the concentration of the gas if you do<br />

enough training correctly,” Xia said.<br />

Not Just Tungsten<br />

Although the recent paper only covers<br />

one moiré material, the researchers<br />

behind it are hopeful that the fabrication<br />

process can be applied in other ways.<br />

“The intention of studying the growth<br />

mechanisms is to understand the<br />

fundamentals of the growth processes and<br />

then try to extrapolate to other systems,”<br />

Fortin-Deschênes said. Of special interest<br />

is graphene, a substance made of twodimensional<br />

sheets of carbon atoms, which<br />

could be mixed with silicon in the same<br />

way that sulfur was mixed with selenium.<br />

The hope is that each new system may<br />

have its own set of unique properties that<br />

can be applied to electrical engineering<br />

challenges of the future.<br />

“Since we have so many properties that<br />

emerge and that can be easily tuned, we<br />

can expect that we will find something that<br />

is very useful using these moiré materials,”<br />

Fortin-Deschênes said. Novel fabrication<br />

methods, such as this one, are creating<br />

possibilities for new atomic arrangements<br />

of materials. By changing the way energy<br />

and electrons dance at the quantum scale,<br />

researchers may reshape the future of<br />

semiconductor devices. ■<br />

A R T B Y S T E V E B L A N C O<br />

WILLIAM ARCHACKI<br />

WILLIAM ARCHACKI is a sophomore Chemistry major in Pierson College. Aside from <strong>YSM</strong>, Will writes<br />

and edits for Cortex Magazine. He conducts research on superconductivity in the Pfefferle lab group and<br />

goes on ecological adventures with the Yale Birding Club.<br />

THE AUTHOR WOULD LIKE TO THANK Fengnian Xia and Matthieu Fortin-Deschênes for sharing their<br />

expertise and enthusiasm in their field.<br />

REFERENCES:<br />

Brennan, P. “Hubble Probes Atmospheres of Exoplanets in TRAPPIST-1 Habitable Zone.” Exoplanet<br />

Exploration: Planets Beyond Our Solar System, 24 Sept. 2020, NASA Space Telescope Institute. https://<br />

exoplanets.nasa.gov/news/1483/hubble-probes-atmospheres-of-exoplanets-in-trappist-1-habitablezone.<br />

Cronin, T. W., & Marshall, J. (2011). Patterns and properties of polarized light in air and water. Philosophical<br />

transactions of the Royal Society of London. Series B, Biological sciences, 366(1565), 619–626. https://doi.<br />

org/10.1098/rstb.2010.0201<br />

Fortin-Deschênes, Matthieu, et al. “Van Der Waals Epitaxy of Tunable Moirés Enabled by<br />

Alloying.” Nature Materials, Nature Portfolio, Aug. 2023. https://10.1038/s41563-023-01596-z. doi.<br />

org/10.1111/j.1475-2743.2002.tb00266.x<br />

September 2023 Yale Scientific Magazine 13


FOCUS<br />

Planetary Sciences<br />

THAT MAGNETIC TOUCH<br />

ASTEROIDS HITTING ASTEROIDS<br />

SOLVING THE MYSTERY OF ASTEROIDS’ MAGNETIC FIELDS<br />

BY ELIZABETH WATSON | ART BY ANNLI ZHU<br />

In 2017, scientists unearthed a magnetic<br />

puzzle in our own solar neighborhood,<br />

beginning with samples taken from a<br />

series of iron-rich meteorites that had fallen<br />

to Earth. Upon analyzing the samples, the<br />

team detected evidence of magnetism. This<br />

discovery was important because it meant<br />

that the parent asteroid of these meteorites<br />

was somehow capable of internally generating<br />

its own magnetic field—a phenomenon that<br />

was difficult to explain.<br />

The same year this discovery was made,<br />

planetary scientist Zhongtian Zhang, now at<br />

the Carnegie Institution for Science’s Earth<br />

and Planets Laboratory, began his graduate<br />

studies at Yale. Zhang was intrigued by the<br />

results of the meteorite analysis, but like<br />

the rest of the scientific community, he was<br />

confused as to how an asteroid like this one<br />

could feasibly generate a magnetic field. “The<br />

community had been puzzled with this as<br />

well, and I hadn’t been able to come up with a<br />

solution for a long time,” Zhang said.<br />

Six years later, in a paper published in<br />

the Proceedings of the National Academy of<br />

Sciences this July, Zhang and David Bercovici,<br />

Frederick William Beinecke Professor of Earth<br />

and Planetary Sciences, may have figured out<br />

the origin of these magnetic meteorites. The<br />

secret may lie in asteroids, and what happens<br />

when they collide with one another.<br />

The Paradox of Magnetism<br />

Planetary bodies generate magnetic fields<br />

through mechanisms known as ‘dynamos.’ In<br />

general, dynamos rely on convective motion,<br />

in which less dense material rises up as more<br />

dense material sinks down. Take Earth, for<br />

example: the iron-nickel core at the heart of<br />

our planet solidifies from the inside out in a<br />

process called outward solidification, causing<br />

the convective motion necessary to generate<br />

a magnetic field. Understanding dynamos<br />

can provide insights into a planetary body’s<br />

internal structures and evolutionary histories.<br />

The cores of asteroids, however, are a different<br />

matter altogether. Meteorites originate from<br />

asteroids, which are fragments of rocks in<br />

space that date back nearly 4.5 billion years.<br />

Meteorites that are rich in iron, specifically,<br />

come from the cores of asteroids. There are<br />

approximately 1.3 million asteroids in our<br />

solar system, most of which reside in the<br />

Asteroid Belt between Jupiter and Mars. Of<br />

these, only eight percent are made of metal.<br />

The liquid cores of these metal asteroids are<br />

known to cool from the outside in through<br />

a process called inward solidification. This is<br />

why these metal asteroids were not thought to<br />

14 Yale Scientific Magazine September 2023 www.yalescientific.org


Planetary Sciences<br />

FOCUS<br />

be capable of generating their own magnetic<br />

fields—inward solidification directly inhibits<br />

convection and suppresses the traditional<br />

magnetic field dynamo.<br />

When Asteroids Collide<br />

When thinking about this paradox, Zhang<br />

turned to a previous project of his on rubblepile<br />

asteroids, which are formed when asteroid<br />

fragments coalesce into new objects due to<br />

gravitational forces. “I started to think of<br />

things in terms of collisions and formation of<br />

rubble piles,” Zhang said. “I was thinking that<br />

this may be the solution to the problem that’s<br />

been on my mind for quite a while.”<br />

Zhang deduced that in order for the<br />

metallic core of an asteroid to become<br />

exposed in the first place, a collision must<br />

have taken place in a process termed ‘mantle<br />

unstripping’ by means of another asteroid.<br />

The force of an asteroid hitting another<br />

asteroid would cause the mantle of the<br />

original asteroid to be broken down, exposing<br />

the resulting asteroid fragments, alongside<br />

the core, directly to the environment of space.<br />

In the aftermath of a collision, an asteroid’s<br />

molten core would have broken apart and<br />

reformed, and if a small portion of metal<br />

fragments were able to cool down sufficiently<br />

before falling back into the molten core, they<br />

would sink downwards. Bercovici compared<br />

the process to dropping ice cubes in hot tea,<br />

except the ice cubes sink. These cold fragments<br />

that sink to the center would then extract<br />

heat from the overlying liquid and cause the<br />

outward solidification capable of driving<br />

a magnetic field. Meanwhile, the inward<br />

solidification that occurred from the surface<br />

would produce cold material to preserve this<br />

field. “It provides an implication about how<br />

asteroids work, [how they were] formed and<br />

disrupted,” Zhang said. “It provides a new<br />

scenario for people studying magnetic fields.”<br />

Initially, Zhang set out to determine the size<br />

of the asteroid fragments necessary to power<br />

a dynamo in this fashion. The ideal fragment<br />

would be small enough to cool efficiently in<br />

the vacuum of space, but also large enough to<br />

remain sufficiently cold after sinking through<br />

the hot liquid region of the core, according<br />

to the two researchers. Zhang modeled the<br />

thermal regulation of the fragments and<br />

determined that the ideal fragment size is<br />

approximately ten meters, which coincided<br />

with his calculations for the average fragment<br />

size created by these collisions. “It turns<br />

out that fragmentation size is right in the<br />

www.yalescientific.org<br />

Goldilocks regime for having the "right" ice<br />

cubes,” Bercovici said. “Bottom line—that was<br />

cool, pun not really intended.”<br />

To Psyche And Beyond<br />

Zhang performed additional modeling and<br />

determined that the convection generated<br />

from this theory would be adequate to power a<br />

magnetic field for at least one million years. This<br />

research could have important implications for<br />

what we understand about asteroids, including<br />

NASA’s future Psyche Mission.<br />

Psyche is an asteroid that has long been a<br />

subject of fascination for some members of<br />

the scientific community, as it may be the ironnickel<br />

core of a planet that formed billions of<br />

years ago. The mission recently launched on<br />

October 13, 2023, and is anticipated to reach<br />

Psyche in 2029. Once in orbit, the hope is that<br />

the mission will allow scientists to develop a<br />

deeper understanding of our solar system’s<br />

history, as well as that of our own planet,<br />

through the information collected from<br />

Psyche. Zhang and Bercovici’s research could<br />

be crucial to understanding Psyche’s origin,<br />

as well as planetary evolution as a whole.<br />

Bercovici is also a principal investigator on<br />

the Psyche Mission, which was the source of<br />

funding for this project.<br />

“I decided to be part of the mission because<br />

of my interest in planetary sciences in the first<br />

place,” Zhang said. “It was also a personal<br />

interest in these kinds of things and being<br />

part of the Psyche mission bolstered me to<br />

look at this as a problem of magnetic fields<br />

and meteorite observations.” Zhang hopes<br />

ABOUT THE AUTHOR<br />

IMAGE COURTESY OF NASA<br />

An illustration of the Psyche Spacecraft.<br />

to expand this work in new directions in the<br />

future, hopefully involving information about<br />

metal asteroids obtained from the Psyche<br />

Mission to understand the asteroid’s history.<br />

Bercovici enjoyed working with Zhang<br />

over the course of the project, citing Zhang’s<br />

tenacity after having published several ‘hardwon’<br />

papers. “Zhongtian is one of the most<br />

creative, deep-thinking, and versatile students<br />

or colleagues I’ve had the pleasure of working<br />

for,” Bercovici said. “Sometimes he was like a<br />

mustang bolting into the hills with new ideas,<br />

and my job was to help him close the loop and<br />

explain his ideas clearly. Having students and<br />

postdocs much smarter than me is always fun,<br />

and my job is to make sure they communicate<br />

well with mere mortals, like myself.”<br />

To understand the universe, one must<br />

acknowledge its mysteries—including the<br />

ones that exist in our own solar neighborhood.<br />

After six years of mystery, this magnetic<br />

meteorite puzzle may finally have been solved,<br />

and its lessons applied forward, thanks to the<br />

work of these two Yale researchers. ■<br />

ELIZABETH WATSON<br />

ELIZABETH WATSON is a junior in Pauli Murray College double majoring in Ecology and Evolutionary<br />

Biology and the Humanities. In addition to writing for <strong>YSM</strong>, she is the head of the magazine’s social<br />

media team. Outside of <strong>YSM</strong>, she conducts neuroscience research at the Yale School of Medicine, serves<br />

the editor-in-chief of Hippo Literary and Arts Magazine, and enjoys playing Dungeons and Dragons.<br />

THE AUTHORS WOULD LIKE TO THANK Zhongtian Zhang and David Bercovici for their time and<br />

enthusiasm in sharing their research.<br />

REFERENCES:<br />

Zhang, Z., & Bercovici, D. (2023). Generation of a measurable magnetic field in a metal asteroid with a<br />

rubble-pile core. Proceedings of the National Academy of Sciences of the United States of America, 120(32).<br />

https://doi.org/10.1073/pnas.2221696120.<br />

Psyche. NASA Jet Propulsion Laboratory: California Institute of Technology. https://www.jpl.nasa.gov/<br />

missions/psyche.<br />

Missions: Psyche. NASA Solar System Exploration. https://solarsystem.nasa.gov/missions/psyche/<br />

overview/.<br />

Bryson, J.F., Weiss, B.P., Harrison, R.J., Herrero-Albillos, J., & Kronast, F. (2017). Paleomagnetic evidence<br />

for dynamo activity driven by inward crystallisation of a metallic asteroid. Earth and Planetary Science<br />

Letters, 472, 152-163. https://doi.org/10.1016/j.epsl.2017.05.026.<br />

September 2023 Yale Scientific Magazine 15


FOCUS<br />

Ophthalmology<br />

KEEP AN EYE ON IT<br />

BREAKTHROUGHS IN THE RETINA<br />

BY RISHA CHAKRABORTY AND JOHNNY YUE<br />

16 Yale Scientific Magazine September 2023 www.yalescientific.org


Ophthalmology<br />

FOCUS<br />

What if you suddenly had blurry<br />

vision, couldn't recognize familiar<br />

faces, or had difficulty adapting<br />

to dimly lit places? This is the reality<br />

for people with age-related macular<br />

degeneration, also known as AMD, one<br />

of the most prevalent causes of vision loss<br />

that affects around 200 million people in<br />

the world.<br />

In AMD, damage occurs in the macula, an<br />

oval-shaped area at the center of the retina.<br />

The retina consists of a layer of cells known<br />

as photoreceptors, which are crucial for<br />

converting light entering the eye into signals<br />

sent to the brain. The macula is specifically<br />

responsible for sharp and central vision.<br />

Thus, someone with AMD usually has<br />

difficulty deciphering fine details. There are<br />

limited effective therapies for the disease—<br />

current treatments such as vitamins and<br />

minerals only slow disease progression, but<br />

do not stop or reverse it.<br />

Yale scientists are among those who have<br />

joined the cause to find out more about AMD<br />

disease pathology. From discovering possible<br />

therapeutic targets for AMD and other<br />

neurodegenerative diseases to uncovering<br />

a quantum chemistry reaction in the retina,<br />

their findings could not only inform potential<br />

AMD treatments, but also offer applications<br />

far beyond the eye.<br />

A Window Into Neurodegeneration<br />

In a recent study published in Nature<br />

Communications, Yale Assistant Professor<br />

Brian Hafler and a team of Yale researchers<br />

found that AMD, which is itself a<br />

neurodegenerative disease of the retina,<br />

could serve as a system for understanding<br />

other neurodegenerative diseases such as<br />

Alzheimer’s disease and multiple sclerosis.<br />

To arrive at this finding, they developed a<br />

novel approach to understanding AMD<br />

and its cellular pathology.<br />

Hafler and his team utilized single-cell<br />

data and machine learning techniques to<br />

pinpoint the populations of cells in the<br />

retina that play a prominent role in the<br />

disease progression of AMD. This study built<br />

upon previous research in the retina which<br />

highlighted the overall role of inflammation<br />

in the pathology of macular degeneration.<br />

The team isolated 70,973 individual retinal<br />

cells from seventeen different human retinas<br />

with different stages of disease and healthy<br />

controls. “This allowed us to build a unique<br />

When medical research is applied to patient<br />

care, we can uniquely translate novel<br />

therapeutic approaches for diseases like AMD.<br />

road map into the genetic networks driving<br />

inflammation in macular degeneration<br />

and hopefully to develop new therapeutic<br />

targets,” Hafler said.<br />

To analyze these cells, the team designed<br />

a novel collection of machine learning tools<br />

which they termed “Cellular Analysis with<br />

Topology and Condensation Homology,” or<br />

CATCH. At the core of CATCH is a method<br />

known as diffusion condensation, which<br />

identifies similar groups of cells based on<br />

how they are pulled toward the weighted<br />

average of neighboring cells in space. This<br />

method enabled the team to pinpoint two<br />

populations of activated glial cells (cells<br />

whose primary role is to support neurons):<br />

astrocytes and microglia. Astrocytes provide<br />

neuroprotective, structural, and metabolic<br />

nourishment to nerve cells, while microglia<br />

are the immune cells of the brain and mount<br />

responses to pathogens. Both were found to<br />

be activated in the early phase of AMD.<br />

Surprisingly, similar activation profiles<br />

were found to dominate the early phases of<br />

other neurodegenerative diseases, such as<br />

Alzheimer’s disease and multiple sclerosis.<br />

This association led the researchers to believe<br />

that early stages of neurodegenerative disease<br />

progression generally utilize a common<br />

mechanism involving the activation of<br />

glial cells. It also suggests that the retina<br />

can potentially be a unique system for<br />

developing new therapeutic strategies to treat<br />

neurodegenerative diseases.<br />

Then, using single-cell data from Alzheimer’s<br />

and multiple sclerosis studies, Hafler<br />

and his team were able to characterize<br />

specific cellular interactions that induce<br />

inflammation, which may be a common<br />

characteristic of neurodegenerative disease<br />

progression. They first identified interleukin-<br />

1β, a protein that signals immune cells to<br />

mount and induce a response, that was<br />

derived from the microglial cells activated<br />

in AMD. Using a computational technique,<br />

they found that interleukin-1β signals for<br />

astrocyte activation are pro-angiogenic,<br />

meaning that they enhance blood vessel<br />

formation. This observation lined up with<br />

the typical symptoms observed in wet<br />

AMD, an advanced stage<br />

of AMD. In late stages of<br />

AMD, blood vessels can<br />

abnormally form, grow, and leak beneath the<br />

macula. This bleeding can distort the retina<br />

and impair one’s central vision.<br />

Hafler’s study suggests that targeting<br />

astrocytes and microglia should be further<br />

considered when attempting to treat<br />

neurodegenerative diseases. Anti-angiogenic<br />

medications are currently the primary<br />

treatment, but they are only effective in<br />

advanced stages of the disease. To fill in<br />

the gap, interleukin-1β may be an effective<br />

target. With Hafler’s deep understanding of<br />

AMD both in a clinical and research setting,<br />

his results show promise towards moving<br />

forward in the fight against AMD. “My clinical<br />

practice is what drives my benchwork in the<br />

lab,” Hafler said. “When medical research<br />

is applied to patient care, we can uniquely<br />

translate novel therapeutic approaches for<br />

diseases like AMD.”<br />

How Does Melanin Protect The Retina?<br />

A second study, published in PNAS, found<br />

a quantum chemistry reaction that could<br />

explain how melanin protects the retina<br />

from age-related macular degeneration.<br />

Yale scientist Douglas Brash, a physicist by<br />

training and co-author of the study, did not<br />

expect to investigate AMD. But one day, he<br />

performed an experiment on melanocytes,<br />

which are special melanin-producing cells.<br />

Melanin is a natural pigment that shows up<br />

across the body, from the eyes to the skin.<br />

In the skin, melanin accumulates with UVlight<br />

exposure. In the retina, melanin exists<br />

in tiny granules at the photoreceptor layer;<br />

however, its function is almost completely<br />

unknown. Brash wanted to see what would<br />

www.yalescientific.org<br />

September 2023 Yale Scientific Magazine 17


FOCUS<br />

Ophthalmology<br />

happen when melanocytes were UVirradiated.<br />

Cells that are UV-irradiated<br />

develop a specific type of DNA damage<br />

called cyclobutane dimers.<br />

Brash eventually showed that, when<br />

exposed to UV radiation, melanin was<br />

oxidized by free radicals—meaning that<br />

its chemical structure lost electrons—to<br />

produce dioxetane, a chemical compound<br />

on melanin that then splits to give a<br />

molecule with a similar high-energy state<br />

to ultraviolet light in sunlight. The radicals<br />

and dioxetanes continued long after the UV<br />

light was turned off. Dioxetane’s high-energy<br />

state was a specific kind called a triplet state,<br />

which is capable of initiating reactions that<br />

ordinary chemistry cannot. He also knew<br />

that melanin was found in many places<br />

in the body, such as the eye and the ear,<br />

and the two radicals behind its oxidation,<br />

superoxide and nitric oxide, were found in<br />

many conditions such as inflammation.<br />

“These [are] events that can’t not happen.<br />

Why aren’t we dead?” Brash recalled thinking.<br />

Could the high-energy reaction cause<br />

deafness and blindness? A surprising clue<br />

to the exact opposite conclusion came from<br />

Ulrich Schraermeyer, an ophthalmologist at<br />

the University of Tubingen in Germany, who<br />

had heard about Brash’s work with melanin<br />

chemistry. Schraermeyer had an idea that<br />

completely opposed the norm<br />

ten years ago. He suggested that<br />

perhaps melanin actually had a<br />

protective role in the retina.<br />

For years, he had been<br />

working on studies to show<br />

that when melanin was<br />

associated with another<br />

molecule called<br />

lipofuscin, the retina<br />

was less susceptible<br />

to macular<br />

degeneration.<br />

Lipofuscin, a<br />

pigment that<br />

accumulates in the<br />

retina with age, is associated<br />

with neurodegeneration in AMD,<br />

but its exact composition is unclear.<br />

While Schraermeyer was convinced of the<br />

critical involvement of melanin in AMD<br />

prevention, he could not figure out the<br />

chemistry. And while Brash was intrigued<br />

by melanin having a protective role, the<br />

mechanism would need to be proven.<br />

In Schraermeyer’s initial experiments, he<br />

proved many drugs could actually slow or<br />

prevent macular degeneration in mice and<br />

monkeys. Brash noticed that these drugs were<br />

all chemicals that could create triplet states,<br />

the unique high-energy chemical state that<br />

Brash had previously created in melanin after<br />

it was treated with radicals. This led to their<br />

theory that the dioxetane in melanin that led<br />

to the triplet state was the step responsible for<br />

melanin’s protective role in the retina.<br />

In his initial experiments, Schraermeyer<br />

showed that under electron microscopy, a<br />

type of imaging technique used to visualize<br />

subcellular structures, melanin was often<br />

seen together with lipofuscin in the retina<br />

in what is called melanin-lipofuscin (MLF)<br />

granules. He observed that MLF granules<br />

accumulated in the eyes of humans above<br />

the age of sixty. Building on this observation,<br />

the group showed that the toxic lipofuscin<br />

component of MLF granules could be<br />

degraded by treating mice with a nonmelanin<br />

molecule that was in a triplet state.<br />

The degradation was blocked if mice also<br />

received a molecule that siphons the triplet<br />

energy away. Thus, it seemed like melanin<br />

chemiexcitation, using chemicals to create<br />

a high-energy state, and melanin-lipofuscin<br />

association could be studied as a pathway for<br />

lipofuscin degradation.<br />

Schraermeyer believes that upregulating<br />

melanin in the retina could be a therapeutic<br />

target. Having already shown that people<br />

lose melanin in the retina with age, he<br />

theorizes that the melanin is being<br />

used up in its protective<br />

role throughout one’s<br />

life. Brash, on the other<br />

hand, is convinced about<br />

the importance of dioxetane<br />

chemistry, but not so much<br />

about melanin itself. “I’m willing<br />

ABOUT THE<br />

AUTHORS<br />

to bet<br />

that as you<br />

get older, the<br />

melanin may well<br />

contribute to AMD,<br />

so it’s like a double-edged<br />

sword,” Brash said. Brash’s<br />

therapeutic goal is to get tripletstate<br />

precursors into the eye so that<br />

dioxetane chemistry can be harnessed<br />

for AMD prevention.<br />

Seeing Eye-to-Eye<br />

While Hafler and Brash took two very<br />

different approaches to characterizing<br />

some of the underlying mechanisms of<br />

AMD, their findings both pave a new<br />

way forward for the development of<br />

potential treatments. With scores of<br />

scientists studying AMD from various<br />

specialties and backgrounds, the pursuit<br />

of an effective treatment that accounts for<br />

multiple mechanisms grows increasingly<br />

hopeful—while potentially also addressing<br />

diseases beyond the retina as well. ■<br />

RISHA CHAKRABORTY<br />

JOHNNY YUE<br />

RISHA CHAKRABORTY is a third-year Neuroscience and Chemistry major in Saybrook<br />

College. In addition to writing for <strong>YSM</strong>, Risha plays trumpet for the Yale Precision Marching<br />

Band and La Orquesta Tertulia, volunteers at YNHH, and researches Parkinson’s Disease at<br />

the Chandra Lab.<br />

JOHNNY YUE is a second-year student majoring in Molecular, Cellular, and Developmental<br />

Biology in Trumbull College. Outside of <strong>YSM</strong>, Johnny volunteers at HAVEN Free Clinic and<br />

researches alcohol use disorder in the Cosgrove Lab at the Yale School of Medicine.<br />

THE AUTHOR WOULD LIKE TO THANK Dr. Brian Hafler and Dr. Douglas Brash for their time<br />

and enthusiasm about their research.<br />

18 Yale Scientific Magazine September 2023 www.yalescientific.org


Biomedical Engineering<br />

FOCUS<br />

COVID-19<br />

NASAL<br />

SPRAY<br />

Could an Inhalable Vaccine<br />

Replace a Shot?<br />

BY EVELYN JIANG<br />

ART BY SONIA JIN<br />

Traditional vaccines, such as those developed against smallpox and tetanus, have<br />

relied upon the introduction of weakened or inactivated pathogens into the<br />

body to stimulate the immune system, effectively priming it to recognize and<br />

counteract these pathogens in the future. For several decades, however, scientists<br />

have pursued an ambitious mission to harness the untapped potential of messenger<br />

RNA (mRNA) as a replacement for the pathogens in vaccines. By introducing<br />

mRNA, a small piece of genetic material that instructs cells to produce part of a<br />

pathogen, the vaccines would theoretically trigger an immune response without<br />

causing disease. Scientists envisioned mRNA vaccines harnessing the body’s own<br />

cellular machinery to combat pathogens. Their collective efforts, spanning years of<br />

research, pushed mRNA vaccine technology to the brink of reality.<br />

Then came the COVID-19 pandemic, a crisis of unprecedented proportions that<br />

necessitated a rapid global response. In a mere eleven months, Pfizer/BioNTech<br />

produced the first mRNA vaccine to ever achieve full FDA approval for use<br />

in the United States. As of September 2023, over eighty percent of the U.S.<br />

population has received at least one dose of an mRNA COVID-19 vaccine,<br />

fundamentally altering the pandemic’s trajectory and saving millions of lives<br />

in the U.S. alone. Yet the quest for innovation continues. In a study recently<br />

published in Science Translational Medicine, a team of Yale scientists ventured<br />

into a new frontier in vaccinology: the development of a nasally administered<br />

COVID-19 mRNA vaccine using nanoparticles.<br />

www.yalescientific.org<br />

September 2023 Yale Scientific Magazine 19


FOCUS<br />

Biomedical Engineering<br />

Coronavirus disease (COVID-19) is an infectious disease caused by the SARS-COV-2 virus.<br />

IMAGE COURTESY OF DAVIAN HO<br />

The Promise and Pitfalls of Respiratory<br />

Delivery<br />

Current intramuscular mRNA vaccines,<br />

typically injected into the upper arm,<br />

excel at activating immune defenses in<br />

the bloodstream, but they are not as<br />

effective in rallying protective responses<br />

in the upper airway and lungs. Thus, for<br />

a viral respiratory illness like COVID-19,<br />

the allure of an inhalable mucosal vaccine<br />

stems from its geographical advantage.<br />

When a viruses enter the body through<br />

the nasal route, the respiratory mucosa<br />

(the lining of the respiratory tract)<br />

becomes the primary battleground for<br />

early encounters. Notably, the Omicron<br />

variant has been recorded in higher<br />

concentrations in the lungs than in the<br />

rest of the body. According to Benjamin<br />

Goldman-Israelow, an assistant professor<br />

of internal medicine at the Yale School<br />

of Medicine and one of the authors of<br />

the paper, mucosal vaccines are better<br />

designed to engage the immune system<br />

precisely at this entry site, enhancing<br />

the body’s ability to mount a swift and<br />

targeted response there.<br />

The effectiveness of the oral polio<br />

vaccine, which played a significant role<br />

in the global effort to eradicate polio,<br />

is grounded in the same principle.<br />

Following ingestion, the vaccine induces<br />

a strengthening of immune defenses<br />

within the virus’ favored environment—<br />

the gastrointestinal tract. This localized<br />

approach minimizes the delay associated<br />

with the migration of immune defenses<br />

from the bloodstream to the environment<br />

of interest, thereby reducing the<br />

window of vulnerability and bolstering<br />

protection against invading pathogens.<br />

While the promise of inhalable<br />

vaccines is compelling, it is not without<br />

its challenges. Only one mucosal vaccine<br />

currently exists to combat pathogens<br />

entering through the nasal route: a nasal<br />

spray comprising of weakened flu viruses<br />

known as FluMist. While this nasal spritz<br />

proves reasonably effective in children—<br />

occasionally even surpassing the<br />

performance of its injected counterpart—<br />

its potency wanes significantly in adults.<br />

This may be because the pre-existing<br />

immunity built up over a lifetime of<br />

influenza exposure can inhibit the<br />

vaccine’s effects before it can establish<br />

new protection, according to Goldman-<br />

Israelow. Thus, developing a mucosal<br />

vaccine tailored for respiratory viruses<br />

presents a unique challenge, and there is<br />

no well-established template to follow.<br />

Mark Saltzman, the Goizueta Foundation<br />

professor of biomedical engineering at Yale<br />

and a senior author of the paper, shared that<br />

there were several fundamental challenges<br />

in devising an effective mucosal vaccine.<br />

The effectiveness of mucosal vaccines<br />

relies heavily on how well they can reach<br />

and activate immune cells in the mucosal<br />

surfaces. To reach cells in the lungs, the<br />

vaccine must be able to overcome physical<br />

barriers, such as cilia and mucus, meant to<br />

prevent debris and pathogens contained in<br />

inhaled air from reaching the lungs’ small<br />

air sacs, or alveoli. Phagocytic cells, which<br />

actively participate in the body’s immune<br />

surveillance by destroying microbes<br />

and debris, introduce another obstacle.<br />

These cells may engulf vaccine particles,<br />

thwarting their intended journey to the site<br />

of action and potentially compromising<br />

the vaccine’s effectiveness.<br />

Finally, respiratory mucosa is<br />

especially prone to producing unwanted<br />

immune reactions. While current<br />

mRNA vaccines employ small fat-based<br />

capsules called lipid nanoparticles<br />

(LNPs) as their delivery vehicles, these<br />

components have been noted to incite<br />

inflammation when administered via<br />

nasal routes. In the development of<br />

nanoparticles tailored for inhalation, the<br />

team would have to maximize mRNA<br />

delivery efficiency while minimizing<br />

detrimental inflammatory responses in<br />

the respiratory tract.<br />

Inhaling Nanoparticles<br />

Polymers are molecules formed<br />

from repeating smaller chemical units<br />

known as monomers. Visualize them as<br />

molecular chains built from identical<br />

building blocks repeated in succession,<br />

much like LEGO bricks assembling into<br />

a chain. The Saltzman group designs and<br />

tests incredibly tiny nanoparticles made<br />

20 Yale Scientific Magazine September 2023 www.yalescientific.org


Biomedical Engineering<br />

FOCUS<br />

from polymers for drug and gene delivery<br />

to treat cancers and other diseases.<br />

When the COVID-19 pandemic struck<br />

in 2019, Saltzman began thinking about<br />

how this technology could be applied to<br />

inhalable vaccines. He drew inspiration<br />

from the work of Akiko Iwasaki, the<br />

Sterling professor of immunobiology at<br />

Yale and a senior author on the study,<br />

who is a leading expert on the mucosal<br />

immune response.<br />

In 2020, Saltzman’s lab began<br />

working on this project and produced<br />

biodegradable polymers, called<br />

poly(amine-co-ester) (PACE), which can<br />

form so-called “polyplexes” with mRNA.<br />

The PACE polymers represent a thirdgeneration<br />

polymer-based delivery<br />

system for nucleic acids like mRNA,<br />

distinct from the lipid nanoparticles<br />

(LNPs) commonly used in vaccines.<br />

The conventional approach in the field<br />

has involved employing hydrophobic,<br />

or water-resistant, polymers, which<br />

have proven somewhat successful in<br />

other drugs for delivering nucleic acids.<br />

However, these early polymers were<br />

prone to becoming positively charged<br />

and associating with negatively charged<br />

nucleic acids. Administration of these<br />

agents could inactivate enzymes,<br />

exhibit general toxicity, and affect cell<br />

membranes. “The positively charged<br />

particles just weren’t well-tolerated in<br />

tissues,” Saltzman said.<br />

During the development of the PACE<br />

polymers, his team took a different<br />

approach. The researchers alternated or<br />

substituted some of the positively charged<br />

(cationic) groups with hydrophobic groups.<br />

This design delicately balanced two forces<br />

holding the polymer-nucleic acid complex<br />

together: hydrophobic and electrostatic<br />

interactions. The hydrophobic component<br />

was situated inside the complex, while<br />

a mild positive charge resided on the<br />

outer surface. The researchers postulated<br />

that reducing the charge density within<br />

the polymer structure would enhance<br />

tolerability and minimize potential side<br />

effects. This breakthrough allowed them to<br />

create a versatile family of PACE materials<br />

compatible with various types of nucleic<br />

acids. The researchers found they could<br />

fine-tune the polymer’s hydrophobicity<br />

and charge based on the specific contents<br />

and objectives of their delivery system.<br />

www.yalescientific.org<br />

Translating Success<br />

The researchers tested the ability of the<br />

PACE-mRNA polyplex delivery system<br />

to induce cell-type-specific mRNA<br />

expression in the lungs, which would<br />

indicate that the system was effective<br />

at precisely delivering the nucleic<br />

acids to lung cells. Using PACE-mRNA<br />

polyplexes in mice, they were able to<br />

show that the mRNA was primarily<br />

incorporated in epithelial cells lining<br />

the airways and antigen-presenting cells<br />

in the lungs, which capture, process,<br />

and present components of foreign<br />

molecules to other immune cells to<br />

initiate further responses. The delivery<br />

system was successfully used for multiple<br />

doses without causing significant<br />

inflammation or immune reactions.<br />

To explore the practical applications<br />

of the delivery system, the researchers<br />

then engineered an inhalable mRNA<br />

vaccine encoding the spike protein of<br />

SARS-CoV-2, the virus responsible for<br />

COVID-19. “With the PACE-delivered<br />

mRNA, we were able to see the induction<br />

of immune cellular responses within the<br />

respiratory tract, as well as in systemic<br />

circulation,” Goldman-Israelow said.<br />

The intranasal vaccination prompted<br />

the production of circulating CD8+ T<br />

cells specific to the viral antigen, which<br />

serves as a rapid response team, ready to<br />

track down and destroy virus-infected<br />

cells anywhere in the body.<br />

In the lymph nodes, the vaccine<br />

stimulated the formation of germinal<br />

centers, which are specialized areas<br />

where immune cells undergo intense<br />

training and maturation. This training<br />

process resulted in the expansion of<br />

ABOUT THE AUTHOR<br />

memory B cells, which “remember”<br />

the virus’ unique features, enabling<br />

the immune system to recognize and<br />

neutralize it more effectively upon<br />

future encounters.<br />

The researchers found that the<br />

vaccine also led to the production of<br />

antibody-secreting cells (ASCs), another<br />

critical group of immune cells. ASCs<br />

are responsible for manufacturing<br />

antibodies, which are proteins that<br />

can specifically target and disable the<br />

virus. The combined action of memory<br />

B cells and ASCs enhances the body’s<br />

ability to fend off the virus. Collectively,<br />

these findings illustrate the practical<br />

applicability of PACE polyplexes for<br />

delivering mRNA therapeutics to<br />

the lungs.<br />

Future Steps<br />

Since most individuals have already either<br />

contracted SARS-CoV-2 or received an<br />

mRNA COVID-19 vaccine, the focus is now<br />

on providing booster shots that can keep up<br />

with new variants. According to Saltzman,<br />

this plays to the nasal vaccine’s strengths.<br />

“The beauty of the whole thing is that you<br />

wouldn’t have to change the delivery system;<br />

just exchange the mRNA,” Saltzman said.<br />

Goldman-Israelow, who is also a<br />

practicing physician, shared a similar<br />

perspective. “Looking more long-term,<br />

we know that vaccine hesitancy plays a big<br />

role… If we can get intranasal booster-type<br />

vaccines going, especially for respiratory<br />

illnesses, these will enhance protection<br />

and reduce transmission.” ■<br />

EVELYN JIANG<br />

EVELYN JIANG is a sophomore in Morse College majoring in neuroscience. In addition to writing for<br />

the <strong>YSM</strong>, she works at Yale’s Alzheimer’s Disease Research Unit and the Koleske Lab.<br />

THE AUTHOR WOULD LIKE TO THANK Dr. Mark Saltzman and Dr. Benjamin Goldman-Israelow for<br />

their time and enthusiasm in sharing their research.<br />

FURTHER READING<br />

Suberi, A., Grun, M. K., Mao, T., Israelow, B., Reschke, M., Grundler, J., Akhtar, L., Lee, T., Shin, K., Piotrowski-<br />

Daspit, A. S., Homer, R. J., Iwasaki, A., Suh, H., & Saltzman, W. M. (2023). Polymer nanoparticles deliver<br />

mRNA to the lung for mucosal vaccination. Science Translational Medicine, 15(709). https://doi.<br />

org/10.1126/scitranslmed.abq0603<br />

September 2023 Yale Scientific Magazine 21


FOCUS<br />

Astronomy Computational Biology<br />

VENUS' SKINCARE<br />

ROUTINE<br />

How the Planet Maintains Its Youth<br />

BY CINDY MEI AND DAVID GAETANO<br />

ART BY KARA TAO<br />

22 Yale Scientific Magazine September 2023 www.yalescientific.org


Astronomy<br />

FOCUS<br />

Beneath the endless search for the<br />

perfect skincare routine is a desire<br />

to maintain our youth against the<br />

ravages of time. Yet despite the wealth<br />

of commercially available aloe creams<br />

and collagen powders, the march of<br />

age inevitably slows the skin renewal<br />

process, leaving wrinkles and rough, dry<br />

skin. Likewise, the history and age of a<br />

planet can be deciphered from its surface<br />

by, for instance, dating the oldest rocks<br />

and crystals in its bedrock. But what if<br />

a planet’s surface appears much younger<br />

than its actual age?<br />

Venus, the second planet from the sun,<br />

is estimated to be 4.5 billion years old. It<br />

is theorized that the planet was named<br />

after the Roman goddess of beauty due<br />

to its dazzling brightness in the night<br />

sky. However, Venus has another claim<br />

to its name: its youthful appearance. The<br />

planet’s surface is less than one billion<br />

years old, which is young considering<br />

the long history of the geophysical<br />

time scale. According to a recent paper<br />

published in Nature Astronomy, the<br />

secret to Venus’ strikingly young surface<br />

may lie in volcanic events triggered by<br />

early energetic collisions.<br />

These interplanetary collisions have<br />

always fascinated Simone Marchi, a<br />

planetary scientist at the Southwest<br />

Research Institute (SwRI), who teamed<br />

up with Yale geophysicist Jun Korenaga<br />

and SwRI Sagan Fellow Raluca Rufu to<br />

investigate the effects of early collisions<br />

on Venus’ surface. “Venus comes with its<br />

own mystery and there are a lot of things<br />

that we don't know,” Marchi said. “So I<br />

thought, maybe there is something we<br />

can say about Venus by studying these<br />

early processes.”<br />

Are Collisions The New Collagen?<br />

Imagine an object just short of the<br />

mass of the moon colliding with the<br />

surface of Venus. This is the scale at<br />

which high-velocity collisions occur<br />

on Venus’ surface. When such objects<br />

collide with planets at this scale, it<br />

adds to the surface in a process called<br />

accretion. The team’s research suggests<br />

that late accretion events—the buildup<br />

of new matter in and throughout a<br />

planet—greatly contributed to Venus'<br />

overall geological makeup.<br />

Earlier projects conducted by<br />

Marchi and colleagues examined the<br />

consequences of these large-scale<br />

impacts on Mars and Earth, but Marchi<br />

had something different in mind for<br />

Venus. To understand the effect of<br />

late accretions on Venus, Marchi was<br />

interested in studying the planet through<br />

the lens of geophysics—the study of a<br />

planet’s structure and atmosphere. In<br />

doing so, the team could figure out how<br />

Venus’ volcanic activity, which appeared<br />

to play a major part in its youthful surface,<br />

was linked to the collisions. “Processes<br />

like [volcanism] are connected to the<br />

geophysics of the planet, so that gives us<br />

the motivation to try to understand how<br />

this early energetic event could affect<br />

the geophysical evolution of the planet,”<br />

Marchi said, referring to the collisions<br />

that produced late accretions. His work<br />

on Venus explored the relationship<br />

between these late accretion events and<br />

the planet’s prolonged volcanic activity,<br />

particularly noting that the connection<br />

between these two phenomena lies in<br />

Venus’ superheated core.<br />

Hot To The Core<br />

Venus has the most volcanoes out of<br />

all planets in our solar system. Through<br />

simulations, the researchers were able to<br />

draw some important conclusions that<br />

alter how we think about the relationship<br />

between a planet’s geological makeup<br />

and planetary accretion.<br />

The team found that the early highvelocity<br />

collisions not only created a<br />

magma ocean on Venus’ surface, but also<br />

led to a dramatic heating of the planet’s<br />

core. Furthermore, due to the insulating<br />

nature of Venus’ surface, the planet’s<br />

super-heated core could remain at very<br />

high temperatures. This possibility is<br />

particularly intriguing because it differs<br />

from Earth, where the presence of<br />

plate tectonics cools down the planet’s<br />

interior very efficiently. Venus, however,<br />

lacks tectonic plates, creating a different<br />

geological composition.<br />

When choosing a model, the<br />

researchers assumed stagnant lid<br />

convection on Venus, meaning these<br />

tectonic plates were completely absent.<br />

Their results of simulating stagnant<br />

lid convection starting from highvelocity<br />

impacts on Venus suggest that<br />

the planet’s core remains super-heated,<br />

which helped sustain volcanism for<br />

billions of years. Geological features<br />

such as vast volcanic plains and volcano<br />

domes found on Venus are the result of<br />

these conditions that can all be traced<br />

back to late-accretion events which<br />

heated up the core in the first place.<br />

Venus’ youthful appearance is thus the<br />

culmination of these features, perceived<br />

as a result of the constant magma flow<br />

that smooths the surface over time.<br />

While there have been hypotheses<br />

about Venus’ youthful surface before,<br />

none have attempted to explain it through<br />

the planet’s internal core temperature<br />

and dynamics. “Simone was interested in<br />

combining [these] very short-time scale<br />

impact dynamics with long-time scale<br />

metal dynamics,” Korenaga said.<br />

What About Earth?<br />

Like Earth, Venus is a terrestrial<br />

planet, and is often regarded as Earth’s<br />

“sister planet” due to their similarities<br />

in size and orbit around the Sun. Why,<br />

then, did Earth’s surface fail to fight the<br />

passage of time? By comparing these<br />

www.yalescientific.org<br />

September 2023 Yale Scientific Magazine 23


FOCUS<br />

Astronomy<br />

findings to the relatively well-known<br />

composition of Earth, it is plausible to<br />

conclude that Earth, unlike Venus, did<br />

not experience late accretion events that<br />

affected its core temperature to such a<br />

great extent.<br />

While Earth’s large volume of<br />

surface water broke down the crust<br />

and uppermost mantle of the planet to<br />

form tectonic plates, Venus is closer to<br />

the Sun than the Earth, causing Venus<br />

to rapidly lose surface water through<br />

evaporation. This geophysical difference<br />

is significant, as plate tectonics reduce<br />

internal heat. In addition, the researchers<br />

ran a simulation and found that the mean<br />

impact velocities of late accretions on<br />

Venus were larger than those of Earth.<br />

In other words, small celestial bodies<br />

called planetesimals hit Venus harder<br />

and faster. The lower-velocity impacts<br />

on Earth would lead to less core heating<br />

and an inability to sustain the long-lived<br />

volcanic activity seen on Venus. These<br />

key differences are what lends the ‘planet<br />

of beauty’ its distinct, youthful surface.<br />

Future Directions<br />

Marchi and Korenaga hope to use their<br />

model to make predictions and further<br />

explain the mystery of Venus. “This<br />

difference in late accretion by itself may<br />

not explain all the differences [between<br />

Earth and Venus], but it may help to<br />

push it towards the right direction,”<br />

Korenaga said. The collaboration with<br />

Korenaga, who has studied the origin<br />

of life on terrestrial planets for over a<br />

decade, highlights a key link between<br />

late accretion and the early history of<br />

planets. As it did for Venus, late accretion<br />

played a significant role in Earth's early<br />

history and has a lasting impact on its<br />

present surface features, contributing<br />

substantially to the geological record<br />

of the planet. Thus, understanding<br />

late accretions has other far-reaching<br />

implications for related projects.<br />

According to Marchi, these energetic<br />

events could drastically alter the<br />

chemistry of the atmosphere. For<br />

example, large-scale impacts can lead<br />

to the heating of the crust, generating<br />

a hydrothermal system that could serve<br />

as a possible reservoir for microbes to<br />

ABOUT THE<br />

AUTHORS<br />

PHOTOGRAPHY BY MIRANDA SELIN<br />

The members of Jun Korenaga’s lab: from left to right, (top row) Brianna Fernandez, Darius Modirrousta-<br />

Galian, Amy Ferrick, Jun Korrenaga; (bottom row) Steph Larson, Meng Guo, Coral Chen<br />

thrive. “We strive to understand whether<br />

or not these early impacts could have<br />

had anything to do with the origin of life<br />

on Earth,” Marchi said.<br />

Much of Korenaga’s work in the<br />

past has focused on early Earth and<br />

investigating the geophysical catalysts<br />

for life. “The role of late accretion is<br />

important to discuss generally, for<br />

how you can build a habitable planet,”<br />

Korenaga said. He argues that late-stage<br />

cosmic collisions have a large impact on<br />

whether or not a planet can produce life.<br />

In particular, this research helps us better<br />

understand the geological makeup and<br />

formation of planets, a key ingredient for<br />

a given planet's potential to sustain life.<br />

As a planetary scientist, Marchi is<br />

also involved in space missions and is<br />

currently one of the leaders of the Lucy<br />

Mission, a NASA space probe with<br />

the goal of reaching Trojan asteroids<br />

near Jupiter. Recently, there has been<br />

a revival of interest in Venus in space<br />

exploration. NASA selected two future<br />

space missions to explore Venus in the<br />

coming decade, and the European Space<br />

Union has proposed its own mission.<br />

For next steps, the authors hope to<br />

build off of this work and potentially<br />

explore the geophysics of Earth and<br />

Mars, which could hold more mysteries<br />

of their own. “The work for Venus is<br />

definitely not done,” Marchi said. “But<br />

we'll try to push the new idea forward<br />

to make predictions and try to test that<br />

as much as possible—with new missions<br />

as well.” ■<br />

CINDY MEI<br />

DAVID GAETANO<br />

CINDY MEI is a junior in Grace Hopper studying neuroscience. In addition to writing for <strong>YSM</strong>, she serves<br />

as vice president on the Junior Class Council and Yale Math Competitions. She also conducts epilepsy<br />

and Tourette’s syndrome research at the Yale School of Medicine..<br />

DAVID GAETANO is a sophomore in Ezra Stiles studying Mechanical Engineering. In addition to writing<br />

for <strong>YSM</strong>, he is involved in the Yale Undergraduate Aerospace Association.<br />

THE AUTHORS WOULD LIKE TO THANK Simone Marchi and Jun Korenaga for their time and<br />

enthusiasm about their research.<br />

FURTHER READING:<br />

Marchi, S., Walker, R.J., & Canup, R.M. (2020). A compositionally heterogeneous martian mantle due to<br />

late accretion. Science Advances, 6 (7), doi: 10.1126/sciadv.aay2338<br />

24 Yale Scientific Magazine September 2023 www.yalescientific.org


AN<br />

EEL-ECTRIFYING<br />

INVENTION<br />

NEW DROPLET BATTERY COULD POWER<br />

MINI BIO-INTEGRATED DEVICES<br />

Chemical Biology<br />

FEATURE<br />

All the devices you own right now—<br />

whether it be your computer, phone,<br />

or the TV on which you watch your<br />

favorite shows—would be useless without<br />

one essential component: a battery. As<br />

technology has improved, batteries have<br />

gotten more lightweight and hidden. But<br />

while they are small enough to operate our<br />

phones and TVs, they aren’t small enough<br />

for bio-integrated devices—technology that<br />

can stimulate our cells.<br />

When a premature baby is born, their<br />

whole body is covered in wires and sticky<br />

tape to measure temperature, blood pressure,<br />

respiratory rate, and heart rate. These wires<br />

and tape frustrate both the baby and mother,<br />

limiting their ability to interact and move.<br />

Using a bio-integrated device would allow<br />

them to avoid all this trouble, but currently,<br />

bio-integrated devices don’t have a power<br />

source that can operate at the microscopic<br />

scale and still simulate human tissue.<br />

University of Oxford researchers Yujia<br />

Zhang and Linna Zhou from the Hagan<br />

Bayley lab group have developed a miniature<br />

battery capable of altering the activity of<br />

human nerve cells. These researchers were<br />

inspired by nature and took a cue from<br />

ocean life: their device mimics electric eels<br />

by using internal ions to generate electricity.<br />

Electric eels have been intensely studied<br />

over the years. In fact, Zhang was inspired by<br />

a paper that studied the energy mechanism<br />

of the eels. In it, Thomas B. H. Schroeder,<br />

Anirvan Guha, and Michael Mayer developed<br />

a large-scale hydrogen power source using<br />

that same mechanism. Zhang and his team<br />

had a simple thought: “Maybe we can shrink<br />

this down via a droplet technique.”<br />

The miniature power source they<br />

envisioned came to life using a chain of five<br />

nanoliter-sized droplets of a conductive<br />

hydrogel (a 3D network of polymer<br />

chains that contain a large quantity of<br />

absorbed water). For comparison, one<br />

strand of human hair is 80,000 to 100,000<br />

nanometers wide.<br />

Each droplet has a slightly different<br />

composition, which creates a salt<br />

concentration gradient. At first, the droplets<br />

are separated from their neighbors by a<br />

membrane made of lipids which prevents<br />

ions from flowing between the droplets.<br />

But when the structure is cooled, it changes<br />

the medium, and the power of the structure<br />

is activated. When the droplets on the ends<br />

of this chain are connected to electrodes,<br />

their energy is released and transformed<br />

into electricity. Electricity then enables the<br />

hydrogel structure to act as a power source<br />

for external components.<br />

Living cells could also be attached to this<br />

device, which means that their activity<br />

would be impacted by the ionic current.<br />

When the power source is “turned on”<br />

(by cooling the structure), the neurons<br />

are able to “talk” to each other via<br />

calcium signaling.<br />

Their five-droplet units were<br />

only the beginning. By combining<br />

twenty of these five-droplet<br />

units in series, Zhang’s team was<br />

able to illuminate a two-volt LED<br />

light. In the future, the team hopes to use a<br />

droplet printer to produce droplet networks<br />

made up of thousands of power units. With<br />

that amount of power, they can run biointegrated<br />

devices long term.<br />

“The major goal of this synthetic tissue<br />

project is to be able to interface with<br />

real tissues, creating a network between<br />

synthetic ones and biological ones,” Zhang<br />

said. “This [project] is only one puzzle<br />

piece of the whole puzzle.”<br />

In this project, Zhang’s team was able<br />

to stimulate neurons, but they are already<br />

working on stimulating heart tissues in a<br />

way that allows them to create a network of<br />

synthetic and real cells. Their end goal is to<br />

have a multifunctional interface to various<br />

tissues and organs, not just an interface for<br />

neurons. Through a full-body interface, the<br />

researchers would be able to control the<br />

communication of different types of cells,<br />

which will allow scientists to study cell<br />

development and tissue regeneration.<br />

Zhang says his team owes the majority of<br />

its success to its breadth of expertise—their<br />

research involves engineering, chemistry,<br />

and biology. “It is very important for young<br />

scientists to understand the interdisciplinary<br />

nature of experiments, “ Zhang said. “It<br />

isn’t enough to just be an expert in one<br />

field, but a lot of different fields. Only by<br />

combining these fields together can we<br />

truly solve these problems.”<br />

In the future, their new battery could<br />

have a notable impact on devices such as<br />

bio-hybrid interfaces, microrobots, and<br />

implants for improved disease monitoring,<br />

targeted drug delivery, and more. Zhang<br />

hopes that his team’s research will make<br />

these ideas one step closer to reality. ■<br />

BY SHARNA SAHA | ART BY SOFIA JIN<br />

www.yalescientific.org<br />

September 2023 Yale Scientific Magazine 25


FEATURE<br />

Archaeology<br />

THE BRICK OF LIFE<br />

Ancient DNA Reveals Hidden Secrets<br />

in a 2900-year-old Clay Brick<br />

BY ILORA ROY<br />

ART BY MIRANDA SELIN<br />

Imagine walking down an old pathway, strewn with weathered<br />

stones, when you trip on a loose brick. You might be irritated,<br />

but what if those mundane little bricks were more than an<br />

annoyance? What if they hid the secrets of civilizations from<br />

thousands of years ago?<br />

During a series of excavations beginning in 1949 led by Max<br />

Mallowan and other British archeologists, a clay brick was<br />

excavated from the ancient city of Kalhu in Mesopotamia, today<br />

known as Nimrud, Iraq. The brick dates back 2,900 years to 879<br />

B.C., which was during the reign of King Ashurnasirpal II over<br />

the Neo-Assyrian Empire from 883 B.C. to 859 B.C. The Neo-<br />

Assyrian empire was remarkable for many reasons, including<br />

advancements in astronomy and mathematics, as well as<br />

impressive architecture. The excavated “brick of life” was once<br />

part of King Ashrunasipal’s palace. It is a sundried concoction<br />

of straw, animal dung, and mud from the Tigris River, with an<br />

Akkadian inscription on it that reads: “the property of the palace<br />

of Ashurnasirpal, king of Assyria.”<br />

The unassuming brick, which had broken horizontally into two<br />

pieces, was then donated to the National Museum of Denmark<br />

in 1958. Later, a group of scientists digitized it, splitting the<br />

brick again, but this time vertically. However, this split wasn’t<br />

troublesome—in fact, it was quite the opposite, as it allowed<br />

researchers to study uncontaminated material inside the brick.<br />

In an interview with Troels Pank Arbøll, Assistant Professor of<br />

Assyriology at the University of Copenhagen and a key figure<br />

in the project, he conveyed optimism and enthusiasm for the<br />

potential discoveries on the horizon. The brick is a portal to a<br />

bygone era that invites us to peer into the archives of history.<br />

The researchers took five separate samples from the cracks<br />

in the clay and analyzed them to produce the aDNA—ancient<br />

DNA—of thirty-four taxonomic groups of plants. Each crack<br />

offered a look into the past. This was done through two cuttingedge<br />

sequencing techniques—a process in molecular biology that<br />

involves determining the precise order of the building blocks<br />

of DNA molecules. The first technique is amplicon sequencing,<br />

which selectively amplifies and sequences specific DNA regions<br />

within a larger genetic sample. The second is metagenomic<br />

shotgun sequencing, which enables the exploration of all genes<br />

across all organisms within a complex sample. These precise and<br />

critical sequencing techniques were vital tools in uncovering the<br />

truths behind the fragile aDNA, which is highly degraded due<br />

to its age. The pursuit of these invaluable insights demanded<br />

patience and unwavering commitment.<br />

Scientists are certain that the DNA is uncontaminated since all<br />

of the samples came from the core of the brick, which has not<br />

been exposed to the outside world since the brick was first created<br />

roughly 2900 years ago. Such certainty is remarkable, as it is rare<br />

for aDNA so old to remain untouched. The species found in the<br />

clay brick include specimens correlated with different types of<br />

Iraqi flora, carrots, parsnips, celery, birch, and more. This aDNA<br />

has bridged gaps in our understanding of the Neo-Assyrian<br />

Empire, serving as a portal into the past.<br />

The brick’s aDNA can also help us to look into the future.<br />

By studying the species in such bricks, researchers may notice<br />

differences and similarities between plants from 2900 years<br />

ago and today. These observations will be important to combat<br />

climate change and help our ecosystem because the past<br />

furnishes researchers with invaluable insights into patterns of<br />

biodiversity loss, teaching us how to mitigate similar perils in<br />

the present day. “The goal would be, in due time, to establish<br />

a dataset of historical biodiversity for reference in current<br />

discussions,” Abrøll said. Examining how ecosystems responded<br />

and adapted in the past can shed light on their resilience and<br />

capacity for recovery in the future.<br />

Beyond advancing our understanding of the ecosystem and our<br />

history, this discovery shows the necessity of interdisciplinary<br />

collaboration. When discussing the possible future for research<br />

around endemic plants in Iraq, Arbøll emphasizes the importance<br />

of collaborating with scientists when researching the history of<br />

these plants. “It is our hope that future studies with more concrete<br />

identifications of ancient DNA might help speed this process up,”<br />

Arbøll said.<br />

So, the next time you encounter a tricky loose brick, consider<br />

the possibility that it might harbor a treasure trove of secrets,<br />

bridging the chasm between antiquity and modernity—a<br />

testament to the unyielding wonders concealed within the world’s<br />

most unassuming corners. ■<br />

26 Yale Scientific Magazine September 2023 www.yalescientific.org


Neuroscience<br />

FOCUS<br />

A Scent-sational<br />

Memory Boost<br />

How Smelling New Scents During<br />

Sleep May Improve Your Memory<br />

BY KENNY CHENG<br />

ART BY ANGELIQUE ROUEN<br />

Crying over a textbook with exams approaching? Can’t<br />

remember the name of that familiar face? The solution may<br />

lie right under your nose—literally.<br />

In a paper published in the Frontiers of Neuroscience, scientists at<br />

the University of California, Irvine (UCI) found that the cognitive<br />

capacity of older adults increased by a whopping 226 percent<br />

when exposed to a different fragrance every night for six months.<br />

Participants of the study simply placed one of seven different essential<br />

oil scents—eucalyptus, lavender, lemon, orange, peppermint, rose,<br />

and rosemary—into a two-hour diffuser each night to reap the<br />

benefits of improved memory. By stimulating neural networks of the<br />

brain with uncommon odors, it was found that the critical memory<br />

pathways of participants were significantly strengthened along with<br />

memory test scores when compared to the control group.<br />

The association between olfactory stimulation and memory has,<br />

in fact, long been established. For example, young adults who have<br />

trained as sommeliers—and therefore are exposed to dozens of wine<br />

odors every day for months—have thicker brains, specifically in the<br />

entorhinal cortex, an area heavily associated with memory capacity.<br />

Another more recent example is the loss of smell as a result of<br />

COVID-19, which can lead to symptoms of poor memory and ‘brain<br />

fog.’ However, the most remarkable example of the relationship<br />

between smell and memory was demonstrated in South Korea where<br />

dementia patients were exposed to forty odors twice a day, resulting<br />

in a three hundred percent magnitude of memory improvement<br />

compared to other dementia patients who didn’t receive this olfactory<br />

stimulation. So what sets the new UCI study apart?<br />

“We’ve automated the process of olfactory enrichment. After<br />

all, it’s unrealistic for patients to open forty bottles of perfume<br />

and sniff each one every day,” said Michael Leon, Professor of<br />

Neurobiology and Behavior at UCI and a co-author of the paper.<br />

“The advantage of using odors at night is that odors can’t wake<br />

you up. Unlike other sensory systems, the olfactory system<br />

doesn’t go through the thalamus, which is connected to the sleep<br />

centers. You can wake somebody up with a noise or bright light or<br />

by touching them, but you can’t wake somebody up with an odor,<br />

even if the odor is of frying bacon.”<br />

While many people may be familiar<br />

with aromatherapy, in which scents<br />

from one essential oil are used for<br />

therapeutic purposes, “olfactory<br />

enrichment” is distinct. The benefit<br />

doesn’t come from one particular scent—<br />

instead, olfactory enrichment is reliant on long-term exposure to a<br />

multitude of new and distinct scents to stimulate the nervous system.<br />

Leon’s team has now constructed a diffuser device capable<br />

of automatically delivering forty odors at night, aptly named<br />

MemoryAir. But wouldn’t the novelty of these scents wear off?<br />

“No,” Leon answered. “It turns out that people are not very good<br />

at identifying odors, let alone forty of them. So people will get that<br />

novelty experience even if they do it over a course of many months.<br />

Although, we do have plans to introduce new odors in the future.”<br />

From their research, Leon and his partners are optimistic about the<br />

wider implications of their work on treatment for dementia patients<br />

and for society at large.<br />

“We believe everybody in the modern affluent world is chronically<br />

deprived of olfactory stimulation. In fact, if you take a deep breath<br />

now, you probably wouldn’t smell anything at all,” Leon said. “The<br />

human brain evolved at the time when there were plenty of odors<br />

around. So, the good thing about being in the affluent world is that<br />

you don’t have a lot of odors. The bad thing about not having a lot of<br />

odors is that your brain is deteriorating or at least not fulfilling its full<br />

potential because it doesn’t get that stimulation.”<br />

With the long-term effects of odorless modern life remaining a<br />

mystery, Leon argues that olfactory enrichment may be a simple<br />

and inexpensive tool for the prevention and treatment of dementia.<br />

But first, this technology will need to be tested on a larger pool of<br />

patients—particularly those diagnosed with dementia. Additionally,<br />

there were concerns about the small size of the study group since<br />

some participants were removed to limit confounding factors that<br />

the COVID-19 pandemic may have introduced.<br />

Even so, the next time you’re grinding out for your next exam<br />

past midnight, remember that novel scents—both pleasant and<br />

unpleasant—may boost your memory. ■<br />

www.yalescientific.org<br />

September 2023 Yale Scientific Magazine 27


FEATURE Physics<br />

THE<br />

PHONON PHENOMENON<br />

Harnessing Photon-Phonon Coupling to Advance Quantum Computing<br />

BY ANNLI ZHU AND LEA PAPA<br />

Communication is a natural part of<br />

life. Humans talk, birds chirp, and<br />

even trees interact through their root<br />

networks. To maintain this essential aspect<br />

of life, we adapt our methods to overcome<br />

communication challenges: a team meeting<br />

that once had to be held in a boardroom<br />

can now be effectively held on a Zoom<br />

call. For quantum computers—a system<br />

that looks to advance past the capabilities<br />

of classical computing—communication<br />

occurs by leveraging quantum particles and<br />

their properties, components of sub-atomic<br />

interactions that have historically been<br />

challenging to harness.<br />

Recently, physicist Mo Li and his colleagues<br />

at the University of Washington were able to<br />

overcome one such challenge: dealing with<br />

unpredictable photon emitters. They achieved<br />

this by designing a deterministic emitter —one<br />

where they can determine where the photon<br />

is emitted—and in doing so, they discovered<br />

that their emitter produced a strong<br />

interaction between two important quantum<br />

quasiparticles: photons and phonons. Now, Li<br />

is hopeful that further research can use this<br />

interaction to advance communication in<br />

quantum computing systems and overcome<br />

some challenges in the field.<br />

In classical computers, information<br />

is stored in bits: either 0 or 1. Quantum<br />

computers use quantum bits—<br />

called “qubits”—which can exist in a<br />

“superposition” state of being both 0 and 1<br />

at the same time, like Schrödinger’s cat. This<br />

allows them to consider many possibilities<br />

simultaneously. Through a process called<br />

entanglement, qubits can be connected<br />

in a way such that the state of one qubit<br />

instantly influences the state of another,<br />

no matter how far apart they are, enabling<br />

quantum computers to perform complex<br />

calculations literally faster than light can<br />

travel. This means quantum computers<br />

have the potential to revolutionize fields<br />

like cryptography, drug discovery, and<br />

more. However, because they are highly<br />

sensitive to environmental conditions,<br />

require extremely low temperatures, and<br />

use extensive space, they are expensive to<br />

build and difficult to scale.<br />

Although many subatomic particles<br />

can be used for quantum computers,<br />

scientists prefer to use photons—tiny,<br />

massless particles of light—to transmit<br />

quantum information because they travel<br />

at, well, the speed of light. But photons are<br />

difficult to reliably produce, control, and<br />

capture. Traditional methods of photon<br />

generation—through so-called “quantum<br />

emitters”—involve taking advantage of<br />

defects in various atomic lattices, which<br />

are patterned arrays of bound atoms.<br />

However, these defects often emit photons<br />

unpredictably, which is undesirable for<br />

highly precise quantum computers.<br />

To address this problem, the team of<br />

scientists at the University of Washington<br />

set out to build a “deterministic” quantum<br />

emitter. “We want to engineer it in such a<br />

way that we can say ‘we want an emitter here’<br />

and it indeed emits there,” said Li, Professor<br />

of Electrical & Computer Engineering and<br />

Physics and leader of the research team.<br />

To achieve this goal, the team used two<br />

single-atom layers of tungsten and selenium,<br />

similar to existing quantum emitters. Then,<br />

they draped these layers over hundreds of<br />

nanoscopic pillars, creating tiny bumps in<br />

the 2D lattice that isolated the target regions.<br />

By shining a precise pulse of laser light at an<br />

electron in the material, they were able to free<br />

it for a very short period of time. Each time<br />

an electron returned to its place, it emitted<br />

a single photon encoded with quantum<br />

information—a successful quantum emitter.<br />

Amidst their successes with the<br />

deterministic emitter, Li and his colleagues<br />

noticed something<br />

intriguing in their<br />

data. “The emitter<br />

ideally is supposed<br />

to generate a very<br />

sharp peak in energy<br />

at one wavelength<br />

28 Yale Scientific Magazine September 2023 www.yalescientific.org


Physics<br />

FEATURE<br />

associated with the photon, but when we<br />

looked a little bit closer, there [was] a group of<br />

satellite peaks on the sides, and we wondered<br />

where that [came] from,” Li said.<br />

As they analyzed the data, they came to<br />

an exciting conclusion: phonons—quantum<br />

quasiparticles that are a unit of vibrational<br />

energy—may be responsible for these satellite<br />

peaks. The energy is caused by the vibration<br />

between two atomic layers, and such motion<br />

has been described as “atomic breaths.”<br />

“It’s not uncommon,” Li said. “It’s called<br />

phonon replica, and it appears in other<br />

systems as well, but in our system, it’s very<br />

pronounced.” Normally, the phonon replica<br />

will appear as a group where intensity is<br />

strongest at the shortest wavelengths, and then<br />

rapidly decays. In their system, however, the<br />

phonon replica is the strongest in the middle<br />

and weaker at the side peaks. This indicated<br />

that the “coupling”—the phonon interaction<br />

with the emitter or the mechanical vibration<br />

between the two atomic layers—is very strong<br />

and overwhelms the emission that has no<br />

interaction with the phonon, creating this<br />

irregular array of peaks.<br />

“Every time [the emitter] takes a breath, it<br />

emits one phonon and that phonon is taken<br />

out of one photon. So, the optical photon that<br />

is emitted is reducing energy by exactly one<br />

phonon,” Li said.<br />

Phonons have been historically difficult<br />

to leverage for quantum computation, but<br />

they have great potential when coupled with<br />

photons. While photons are very popular for<br />

communication due to their speed, storing<br />

information on them is difficult. On the<br />

other hand, because phonons vibrate at a<br />

much lower frequency, future advancements<br />

in quantum technology may allow them to<br />

live much longer than photons, acting as<br />

temporary information storage. This is where<br />

the phonon-photon interaction comes in.<br />

“They can exchange information. When<br />

you want to stall the quantum information<br />

there, you convert them into phonons. The<br />

information will stay there; a little while<br />

later you can come back and read it out. But<br />

if you’re ready to send that information out<br />

of the system to another system, then you<br />

convert it into a photon,” Li said.<br />

Leveraging this deterministic emitter<br />

and strong coupling activity could advance<br />

quantum computing systems by improving<br />

inter-computer communication. Excited, Li<br />

shared some of his ideas for future research<br />

that may be able to translate his findings into<br />

something specifically useful for quantum<br />

computing. One idea is the possibility of<br />

building a similar system with more than one<br />

emitter. But what would this achieve?<br />

“Because the phonons are localized, if the<br />

two emitters are close enough, the vibrations<br />

will interact with each other. This is a way to<br />

make two emitters talk to each other,” Li said.<br />

Unlike photons, which don’t couple with<br />

each other, the phonon’s properties suggest<br />

a possibility of coordinating two or three<br />

emitters—by coupling the phonons instead.<br />

Since the photons cannot interact, they can<br />

instead “talk through” the phonons before<br />

flying off to their destinations. If an effective<br />

two- or three-emitter system is achieved,<br />

it could revolutionize the way quantum<br />

computers communicate with each other.<br />

This theory may also be able to<br />

address the issue of scaling in quantum<br />

computers—something that has greatly<br />

challenged researchers in the field. While<br />

larger computers with more qubits are<br />

more powerful in completing tasks, they<br />

are difficult and expensive to build and<br />

maintain. Currently, IBM’s 433-qubit<br />

computer is the largest in the world. “But<br />

[433 qubits] isn’t enough to do any realistic<br />

quantum computing,” Li said. “Maybe some<br />

toy models, but nothing to the level of what<br />

quantum computers promise in theory.”<br />

Instead, just like in classical computers,<br />

tasks would benefit from being modularized,<br />

split up to be completed in parallel by<br />

multiple smaller computers. But while<br />

classical computers can operate at room<br />

temperature, most quantum computers<br />

require extremely low-temperature and lownoise<br />

environments in order to facilitate<br />

the precise manipulation of qubits. On the<br />

other hand, any communication between<br />

computers, achieved by sending photons<br />

through fiber-optic cables, happens at a<br />

frequency five orders of magnitude higher<br />

than that at which quantum calculations are<br />

performed. “We need something to bridge<br />

this energy gap,” Li said, “This is where our<br />

emitters have their potential.”<br />

The team’s breakthrough in photonphonon<br />

coupling would allow these spatially<br />

separate quantum computers to solve the<br />

problem of effective transduction: converting<br />

signals between mediums without loss of<br />

information. This gives researchers the<br />

potential to build scalable, modularized<br />

quantum computing networks.<br />

“The holy grail of this research would<br />

be to make two, maybe three, or more,<br />

emitters talk to each other,” Li said. “This<br />

will allow us to realize the full potential of<br />

quantum computing.” ■<br />

ART BY ANNLI ZHU<br />

www.yalescientific.org<br />

September 2023 Yale Scientific Magazine 29


FEATURE<br />

Geochemistry<br />

BARNACLE BREADCRUMBS<br />

FINDING LOST MALAYSIAN AIRLINES FLIGHT MH370<br />

BY MADELEINE POPOFSKY<br />

ART BY KARA TAO<br />

It was March 8, 2014—a day like any<br />

other—when 239 people took to the<br />

skies aboard Malaysia Airlines Flight<br />

370 on their way from Kuala Lumpur to<br />

Beijing. Some were going home after a<br />

long time away. Others were world-famous<br />

calligraphers returning from a business trip.<br />

Some may have been scared of flying and<br />

clutched the armrests as the plane took off.<br />

But after that fateful day, none of those 239<br />

people, nor the plane they sailed away on,<br />

were ever seen again. And despite years of<br />

intensive searching—using everything from<br />

submarines to sonar imaging—their final<br />

resting place has yet to be discovered.<br />

Over a year later, on July 29, 2015, Gregory S.<br />

Herbert, Associate Professor of Paleobiology<br />

at the University of South Florida, was<br />

watching the news and saw that a piece of<br />

the missing aircraft’s wing, called a flaperon,<br />

had been found on Réunion Island. Herbert<br />

instantly knew that he had to make some<br />

calls. A clue that could unlock the location<br />

of the lost plane had been unearthed, and he<br />

was uniquely qualified to decode it.<br />

Herbert’s background lies in stable isotope<br />

geochemistry; specifically, he decodes ocean<br />

temperatures from barnacle shells. If a<br />

drifting object has barnacles, scientists can<br />

potentially use these temperatures to track<br />

its path through the ocean. And barnacles,<br />

clinging to the flaperon, were clearly visible<br />

on the TV screen. “I knew immediately that<br />

there were sea surface temperatures recorded<br />

in those barnacles,” Herbert said. “Some<br />

of the barnacles were fairly large, and they<br />

could have recorded the whole drift.”<br />

Herbert tried to contact the French<br />

authorities, who had possession of the<br />

flaperon, and the Malaysian officials, who<br />

were running the investigation. Both<br />

attempts failed. However, Herbert was<br />

not deterred, and the third time proved to<br />

be the charm: the Australian authorities,<br />

who helped coordinate the search since<br />

the plane’s likely final location nears their<br />

territory, enthusiastically agreed to look over<br />

his proposal.<br />

Based on satellite data, the plane’s final<br />

resting place is thought to lie somewhere<br />

in the Indian Ocean along the seventh arc,<br />

between latitudes twenty and forty degrees<br />

S. However, this is an extremely large area<br />

that the plane may not even be in. But with<br />

the technique Herbert and his colleagues<br />

have developed, scientists can say for sure<br />

whether the plane is in the seventh arc, and<br />

can pinpoint its location to a smaller and<br />

more easily searchable area.<br />

Barnacles grow in daily layers, similar to<br />

the rings trees produce every year. Each of<br />

these layers encodes chemical data about<br />

their surroundings at the time of growth.<br />

Different isotopes of oxygen are deposited<br />

at different sea surface temperatures, with<br />

a known relationship between their ratio<br />

and the temperature. Scientists can analyze<br />

this ratio through δ 18 O values to determine<br />

the temperature the barnacles experienced<br />

each day, and match that data with different<br />

temperature currents that run through<br />

the Indian Ocean. Other scientists had<br />

previously jumped on this information to<br />

produce temperature and location models<br />

for the aircraft, but in their rush to complete<br />

the work, they failed to use experimental<br />

controls, leading to large uncertainties in<br />

their results.<br />

Despite these apparent problems with the<br />

previous studies, Herbert had a difficult time<br />

securing funding for his study. In the end,<br />

the Florida Aquarium decided to fund his<br />

research, as it could also be used to benefit<br />

sea turtles. Sick sea turtles will float for weeks<br />

and thus develop barnacles on their normally<br />

clear front flippers. If these barnacles could<br />

be traced, scientists could begin to identify<br />

areas where sea turtles tend to get sick. Thus,<br />

a method was born that could both trace a<br />

missing plane and track sick turtles.<br />

This new technique, created by Herbert<br />

and his colleagues, had two unique and vital<br />

components that set it apart from previous<br />

attempts. The project was the first to create<br />

an experimentally derived equation for the<br />

particular species of barnacle (cosmopolitan<br />

30 Yale Scientific Magazine September 2023 www.yalescientific.org


Geochemistry<br />

FEATURE<br />

stalked barnacle, Lepas anatifera) that was<br />

attached to the flaperon. Barnacles were<br />

placed into tanks, stained with a marker<br />

(a fluorescent dye) that showed divisions<br />

between layers, and subjected to slowly<br />

changing temperatures. The scientists then<br />

anesthetized the barnacles and analyzed<br />

their layers for δ 18 O content. Finally, they<br />

created an equation that relates temperature<br />

and δ 18 O content.<br />

The second innovation centered around<br />

what to do with that temperature data.<br />

While temperature does vary throughout<br />

the ocean, there are large bands that are<br />

the same temperature throughout. “Just<br />

knowing that first temperature doesn’t tell<br />

you where the plane is; you have to do a lot<br />

more work,” Herbert said. In other words,<br />

each new temperature recorded is needed<br />

to narrow down the<br />

search; knowing just the first temperature<br />

recorded by the barnacle is not enough.<br />

This extra work involved developing<br />

a modeling simulation using known sea<br />

surface temperatures and other data such as<br />

current velocity that is consistently recorded<br />

across the oceans. The simulation allowed<br />

the researchers to cast virtual flaperons<br />

adrift from various starting points, and then<br />

statistically analyze their routes to determine<br />

the most likely path each barnacle on each<br />

flaperon took based on its temperature data.<br />

Herbert and others on the team applied<br />

this technique using previously published<br />

data for one of the smaller barnacles found<br />

clinging to the flaperon. First, they calculated<br />

the barnacle’s age at each layer through an<br />

experimentally derived equation relating<br />

barnacle size to age. “We measured the<br />

size of the barnacle at each sample, at each<br />

temperature,” Herbert said.<br />

They then cast 50,000 virtual flaperons<br />

adrift in different places along the band of<br />

the ocean defined by the barnacle’s earliest<br />

temperature value. Then, they compared<br />

the temperature data these virtual<br />

flaperons experienced with the actual<br />

temperature data from the barnacle<br />

using a method called dynamic<br />

time warping. Eventually, this<br />

eliminated all but one virtual<br />

flaperon, which was the only<br />

one to end near where it was<br />

actually found: in waters<br />

near Réunion Island.<br />

However, the<br />

timeline for<br />

applying this new<br />

and promising<br />

t e c h n i q u e<br />

will have<br />

to wait<br />

on the<br />

French government, which has custody of<br />

the largest barnacles. These are the only<br />

barnacles that could have recorded the<br />

entire drift of the flaperon. “I have a feeling<br />

that they're still sitting on these shells<br />

because there were three French scientists<br />

who worked on them, and their work was<br />

very rushed, and they did not get any sort<br />

of a conclusive result,” Herbert said. The<br />

French government likely wants to keep the<br />

samples until the foundational work that<br />

will allow for conclusive results has been<br />

completed. Thus, it is possible the French<br />

government will release the barnacles in<br />

light of these new findings.<br />

In the meantime, the next step is to improve<br />

the model and equations. “I just wanted to<br />

demonstrate how to do the method first,”<br />

Herbert said. To begin, Herbert and others<br />

have already started work on a more accurate<br />

barnacle age model, since shell size is not the<br />

most accurate predictor. They also want to<br />

improve the flaperon motion model used;<br />

for example, accounting for the fact that a<br />

flaperon does not behave like an idealized<br />

buoy, and instead drifts slightly left. Finally,<br />

the researchers need to perform a sensitivity<br />

analysis. This involves running the model<br />

thousands more times with different errors<br />

factored in to see how dramatically these<br />

errors change the results. This work would<br />

take up to a year, even if the larger barnacles<br />

from the French were provided immediately.<br />

However, hopes are high. Of the five<br />

drifters in the simulation that best matched<br />

the known barnacle’s path, four of them<br />

started in the same location, tightly<br />

clustered together. “We’re not just looking<br />

for a single temperature, we’re looking<br />

for a sequence, a very unique sequence of<br />

temperatures. And there aren’t that many<br />

drift origins, and drift pathways, that could<br />

possibly be consistent with that,” Herbert<br />

said. When asked if the plane would ever be<br />

found, Herbert didn’t hesitate.<br />

“Yes,” he said. ■<br />

www.yalescientific.org<br />

September 2023 Yale Scientific Magazine 31


FEATURE<br />

Astrophysics<br />

TWINKLE, TWINKLE,<br />

GIANT STAR<br />

INVESTIGATING WHY MASSIVE STARS FLICKER<br />

BY DIYA NAIK AND ROBIN TSAI<br />

ART BY LUNA AGUILAR<br />

A dying star shimmers and twinkles<br />

as its inner core, formerly a churning<br />

dynamo, sputters out its final breaths.<br />

Nuclear fusion combines atomic nuclei<br />

to birth new heavy elements that<br />

will soon occupy the cosmos. And<br />

then it happens: a fiery explosion,<br />

where the insides of the star<br />

fly everywhere. Left in the<br />

aftermath of the chaos is either a<br />

neutron star or a black hole.<br />

For astrophysicists back<br />

home on Earth, understanding<br />

the characteristics of these<br />

explosive dying stars is the key<br />

to understanding our past and<br />

current universe—everything from star<br />

formation to galaxy evolution to the very<br />

beginnings of our universe. But to really<br />

understand the characteristics of these<br />

stars, we need to start from the bellies<br />

of the beasts: the processes within these<br />

stars. This is done with asteroseismology.<br />

Asteroseismology applies the techniques<br />

of seismology—which uses waves to<br />

understand the interior of the Earth—<br />

to stars. In order to understand what is<br />

left behind after a star dies, you have to<br />

understand its internal<br />

structure back when it<br />

was still alive. This<br />

structure includes<br />

everything from<br />

the eddies<br />

of rotating<br />

plasma that<br />

twist deep<br />

within the<br />

furnace of the<br />

core to the light<br />

and heat that<br />

jostles from its<br />

surface.<br />

So, how do we peer<br />

inside stars? We must turn an eye to their<br />

light. How bright is it? Does it change<br />

over time? Is it high-energy like an X-ray<br />

or is it low-energy like a radio wave? The<br />

answers to each question reveal a wealth<br />

of information on the energy released by<br />

the star: its temperature, its stability, and<br />

much more. By making predictions for<br />

what light outputs should look like, we<br />

can test the actual light of stars against<br />

our assumptions to see how well our<br />

physics match up with the real world.<br />

Any discrepancies reveal new avenues for<br />

future scientific exploration.<br />

For astrophysics postdoctoral researcher<br />

Evan Anders and his research group at<br />

Northwestern University, one particular<br />

real-world signal caught their attention:<br />

red noise. Red noise is a ubiquitous, lowfrequency<br />

twinkling in the light signals<br />

from massive, stable stars—much like the<br />

static on a blank TV channel. These stars<br />

are called main sequence stars, a category<br />

which most stars, like our Sun, belong to.<br />

Real-life observations about a star allow<br />

researchers to eliminate possibilities and<br />

therefore gain a more precise<br />

understanding of the<br />

internal mechanics<br />

of the star.<br />

“We hoped this<br />

red noise was<br />

gravity waves<br />

because gravity<br />

32 Yale Scientific Magazine September 2023 www.yalescientific.org


Astrophysics<br />

FEATURE<br />

waves give you a lot of information about<br />

the structure of the star,” Anders said.<br />

“They’re telling you about how big the core<br />

is.” Gaining a more lucid understanding<br />

of the inside of the star, such as the size<br />

of its core, allows us to better understand<br />

the energy that the star releases and define<br />

the pressure it uses to create new elements.<br />

While scientists do have simple models for<br />

this task, these models fail to align with<br />

real-world data. They need a more detailed<br />

model built on empirical evidence, and<br />

gravity waves could provide that evidence.<br />

But what is a gravity wave? We can see<br />

an example here on Earth: storms and<br />

winds push the ocean waters up, creating<br />

waves. But the Earth’s gravity resists this<br />

upward movement, causing the wave to be<br />

pulled downwards, creating an oscillatory<br />

displacement. A similar thing happens<br />

in stars. “[In gravity waves], you<br />

displace this [fluid] from where<br />

it wants to be and gravity<br />

pushes it back down—and<br />

then you get this wiggly<br />

pattern,” Anders said.<br />

Deep within the<br />

centers of stars,<br />

nuclear fusion<br />

of hydrogen into<br />

helium creates an<br />

inferno, generating<br />

immense amounts of<br />

bright hot plasma that<br />

have nowhere to go but<br />

out. When this material<br />

reaches the very edge of the core, it breaks<br />

free in a fourteen-day-long ripple before<br />

sinking back into the heart of the star. As<br />

fusion continues, the core roils with these<br />

cycles of hot to cool to hot to cool, churning<br />

gravity waves across the core. These waves<br />

propagate through the rest of the star,<br />

reverberating at different frequencies like<br />

guitar strings.<br />

Modeling these waves with a<br />

supercomputer is extremely difficult, but<br />

Anders and his team designed a clever<br />

way of mimicking the red noise. Thanks<br />

to earlier models by one of the researchers<br />

(Northwestern fluid dynamicist and<br />

assistant professor Daniel Lecaonet),<br />

Anders and his team had previous<br />

models of wave formation and<br />

propagation that could be tweaked<br />

for higher accuracy.<br />

Anders’ simulations can be<br />

compared to a music studio—<br />

recording raw music before passing<br />

it through a filter to create a specific<br />

effect. Anders’ ‘filter’ consists of<br />

code that translates the waves created<br />

by core convection—showing what they<br />

would look like distorted by the rest of the<br />

star outside of the core—and thus what the<br />

waves actually look like leaving the star<br />

and reaching our eyes as light.<br />

The scientists created their filter based<br />

on a simpler model of how stars worked.<br />

The idea was that it would be easy to<br />

predict what the light signals from this<br />

rudimentary filter should look like. If<br />

the output of the program matched their<br />

predicted output, the scientists could<br />

go back and painstakingly craft<br />

a more advanced filter with all<br />

the physical complexities of<br />

the star—a filter with enough<br />

refinement to see unique<br />

signals such as the red noise.<br />

Their basic filter demo<br />

passed with flying colors,<br />

and it was then time for<br />

the real deal. Anders' team<br />

set to work crafting a more<br />

accurate filter, one that<br />

captured the intricacies of the<br />

star's mechanics outside of the<br />

core, reflecting the true polyphony<br />

of physical effects of a star rather than just<br />

a few. If the glimmer of signal leaving the<br />

filter matches the hum of the red noise,<br />

then gravity waves are the source of the<br />

red noise.<br />

However, when Anders combined the<br />

waves generated by convection and the<br />

echo of gravity waves outside the core, the<br />

difference between the output signal and<br />

red noise was glaring. Their simulation<br />

revealed that gravity waves are far too<br />

muted to match the high-amplitude signal<br />

of red noise. But for scientists, a definitive<br />

no is just as exciting as a definitive yes.<br />

Knowing what the red noise isn’t brings<br />

astronomers closer to understanding<br />

what it really is. The next theory<br />

in line is that the red noise<br />

comes from motions closer<br />

to the star's surface.<br />

Anders has two directions<br />

he might take his future<br />

research. He might want to<br />

take the elaborate programs<br />

he developed here to further<br />

explore the waves within stars.<br />

“We use the amplitude of the<br />

wave to learn something about the<br />

process that’s driving it,” Anders said. The<br />

second direction, on the other hand, would<br />

be refining his simulation further. “[We<br />

add] rotation, because stars, well, rotate,”<br />

Anders said.<br />

There are several possibilities for<br />

improvement in the team’s research. They<br />

did not factor in the rotations that affect<br />

the cycles of plasma, nor did they include<br />

the effects of magnetic fields. However,<br />

their work still proves to be an important<br />

step in understanding the inner workings<br />

of stars. Listening to asteroseismology’s<br />

music of the spheres brings us closer to<br />

understanding the massive stars that<br />

churn in our universe. ■<br />

www.yalescientific.org<br />

September 2023 Yale Scientific Magazine 33


UNDERGRADUATE PROFILE<br />

HARPER LOWREY<br />

BY NYLA MARCOTT YC ’24<br />

Harper Lowrey (YC ’24)<br />

first became fascinated<br />

by the wide-ranging<br />

implications of science after reading a<br />

book with her mom called Lab Girl as a<br />

child. “My mom read it and said that she could never work<br />

in science, while I was like, ‘Ooh that sounds fun,’” Lowrey said. “[I<br />

find inspiration] when things get rough, but there are cool results<br />

that come out of the struggle.”<br />

Lowrey, who grew up in Colorado, always enjoyed exploring the<br />

outdoors and first became interested in pursuing a career in research<br />

after participating in a summer camp at the University of Colorado<br />

Boulder. During the camp, she stayed at the university’s research<br />

station and had the opportunity to learn from mycologists—<br />

scientists who study fungi. “[I was] so enamored by the concept of<br />

being able to study the world, which I think was probably the start<br />

that led me into academic science,” Lowrey said.<br />

Lowrey was determined to continue studying biology in<br />

college. When applying to Yale, she was selected for the Hahn<br />

Scholars program, which seeks to recruit high-achieving students<br />

with extensive STEM research experience. As a first-year, Lowrey<br />

joined the Gendron Lab, where she investigated how plant<br />

circadian clocks use post-translational regulation to control the<br />

amount of protein active in a system at one time.<br />

Although conducting research could have been an intimidating<br />

experience, members of the Gendron Lab made sure that Lowrey<br />

felt like a valued member of the group. “I was immediately treated<br />

like somebody who had ideas that were important, which I think<br />

is a really great environment in science, instead of like, ‘You need<br />

to sit there and be quiet and learn from other people.’ I have really<br />

benefited from being a part of the team and working towards our<br />

common goal,” Lowrey said.<br />

PHOTOGRAPHY BY LIANA TALPINS<br />

Harper Lowrey’s plants on which she researches circadian clocks.<br />

Lowrey’s research in the Gendron Lab is focused on<br />

understanding how the growth restrictor gene, CFH1, is<br />

controlled by a plant’s circadian clock. Circadian clocks allow<br />

plants to predict changes in their environments on a 24-hour<br />

cycle and are responsible for the regulation of a variety of<br />

functions essential for survival, such as growth and defense.<br />

In the absence of CFH1, plants develop very long hypocotyls,<br />

the first seedling stems that occur after germination. Lowrey’s<br />

research has helped uncover CFH1’s role in controlling<br />

hypocotyl growth in Arabidopsis thaliana, a common plant<br />

model species. A manuscript that includes Lowrey’s research<br />

has been submitted for peer review and will likely lead to further<br />

research regarding how CFH1 works in other plant species.<br />

In addition to conducting research at Yale, Lowrey participated<br />

in molecular biology research on transgene silencing—the loss<br />

of gene expression transferred from one organism to another—<br />

at the Donald Danforth Plant Science Center in Missouri. In the<br />

summer after her junior year, she also conducted research at the<br />

Cold Spring Harbor Laboratory on argonaute proteins, which<br />

are integral in RNA interference. Both experiences provided<br />

her with the opportunity to meet other plant biologists and<br />

to contribute to postdoctoral research projects. “You learn a<br />

lot when you are new to a place—getting new techniques or<br />

doing different things—and I feel like it also helps increase my<br />

scientific confidence,” Lowrey said.<br />

While Lowrey’s research is designed to increase knowledge<br />

of plant physiology and is not specifically linked with industry<br />

interests, she recognizes the complexities that arise when<br />

conducting plant biology research more closely tied to industry.<br />

“I do think a lot more thought needs to be about what products<br />

we are trying to produce—especially if we’re talking about<br />

agriculture and products that are going to the market. Just<br />

because something is cost-effective or we will make money from<br />

it is not the only reason to make that kind of thing,” Lowrey said.<br />

In April, Lowrey’s commitment to research earned her the<br />

prestigious Goldwater Scholarship. She is now working to<br />

complete her major in Molecular, Cellular, and Developmental<br />

Biology, as well as certificates in French and Education<br />

Studies. After graduation, she plans to pursue a Ph.D. in plant<br />

molecular biology. As Lowrey continues to study science, she<br />

finds enjoyment in building a deeper understanding of the<br />

world and hopes to help others do the same by running her<br />

own lab and mentoring the next generation of scientists.<br />

“Long term, my goal is academia,” Lowrey said. “I am<br />

really interested in thinking about what kinds of things are<br />

important in how we’re teaching and policies around teaching.<br />

It is important that college professors know how to teach [...]<br />

in ways that are equitable and effective.” ■<br />

34 Yale Scientific Magazine September 2023 www.yalescientific.org


ALUMNI PROFILE<br />

ILANA YURKIEWICZ<br />

YC ’10<br />

BY HIMANI PATTISAM<br />

Writer, Copy Editor, News Editor, Features Editor, and<br />

eventually Editor-in-Chief: during her time at Yale, Ilana<br />

Yurkiewicz (YC ’10) wore many hats at the Yale Scientific<br />

Magazine (<strong>YSM</strong>). But she didn’t leave science writing behind after<br />

graduation. Even now, as a clinical assistant professor of primary<br />

care and population health at Stanford, Yurkiewicz combines her<br />

passions for writing and medicine in her work as a science journalist,<br />

author, and physician. “<strong>YSM</strong> was where I got my start. I always had<br />

an itch to write and take complex scientific concepts and make them<br />

understandable for people,” she said.<br />

As an undergraduate, Yurkiewicz explored the depths of a liberal<br />

arts education, taking philosophy courses and writing seminars in<br />

addition to a typical pre-med workload of chemistry and biology. She<br />

also conducted genomics research in a bioinformatics lab studying<br />

DNA testing for genetic conditions, which sparked her interest in<br />

bioethics and the intersection between science and the humanities.<br />

She graduated in 2010 with a degree in Molecular, Cellular, and<br />

Developmental Biology.<br />

After Yale, Yurkiewicz took a year off and completed the American<br />

Association for the Advancement of Science (AAAS) Mass Media<br />

Science and Engineering Fellowship in science journalism, where<br />

she worked as a science and health reporter at The News & Observer<br />

in Raleigh, North Carolina. “I had a couple of stories on the front<br />

page, and it was always really exciting to see that [...] It’s always been<br />

really important to me that we bridge the gap between hospitals and<br />

laboratories with everyday lives,” Yurkiewicz said. Following her<br />

passion for bioethics, Yurkiewicz also interned for the Presidential<br />

Commission for the Study of Bioethical <strong>Issue</strong>s before attending<br />

Harvard Medical School.<br />

During her time at Harvard, Yurkiewicz continued writing, creating<br />

a blog column called “Unofficial Prognosis” for Scientific American<br />

where she shared reflections on her medical school experiences with<br />

hundreds of thousands of readers. “I had full editorial freedom to<br />

write about whatever I thought was interesting,” Yurkiewicz said. She<br />

then moved across the country to complete her residency in internal<br />

medicine, followed by a fellowship in oncology and hematology, at<br />

Stanford. Now, as a faculty member<br />

there, she co-directs a primary care<br />

center for cancer survivors.<br />

In July, Yurkiewicz published<br />

her debut book, Fragmented:<br />

A Doctor’s Quest to Piece<br />

Together American Health<br />

Care, which she worked on<br />

for two years. Fragmented<br />

was inspired by her own<br />

experiences as a physician<br />

navigating the healthcare<br />

system and making decisions<br />

based on fragmented medical<br />

www.yalescientific.org<br />

PHOTOGRAPHY BY HANNAH HAN<br />

Ilana Yurkiewicz (YC ’10), a physician at Stanford and the former Editorin-Chief<br />

of the Yale Scientific Magazine, holds her recently published novel,<br />

Fragmented: A Doctor’s Quest to Piece Together American Health Care.<br />

records. “I found myself always working in a partially blindfolded state<br />

to stitch together patient stories,” Yurkiewicz said. She first became<br />

interested in the topic after delving into the history of converting paper<br />

patient notes into a digital format, and she began to investigate how<br />

medical records can vanish when patients transfer between medical<br />

facilities. Fragmented zooms out to investigate barriers beyond recordkeeping<br />

that fracture a patient’s story into pieces, and she explores how<br />

doctors and patients can piece them back together.<br />

In the future, Yurkiewicz hopes to write a second book chronicling<br />

her experiences as a physician providing primary care to cancer<br />

survivors. She plans to focus on the ‘hard questions’ of life, death,<br />

and serious illness that cancer patients must grapple with throughout<br />

their diagnosis and treatment journeys. “My patients often ask me<br />

to write stories to share their experiences and advocate for them,”<br />

Yurkiewicz said. She explained that she takes great care to convey<br />

empathy and compassion and to protect confidentiality while<br />

exploring complex issues that her patients face.<br />

For Yurkiewicz, writing journalistic pieces with nuance and depth<br />

has the power to impact a large audience. Through her work, she aims<br />

to empower people to advocate for more comprehensive solutions to<br />

reform the healthcare system. “Illness is a great equalizer, and my focus<br />

[is] to write for everyone—physicians, policymakers, patients, and<br />

the general public,” Yurkiewicz said. But she also hopes to someday<br />

explore a new genre. “I wrote stories for fun at Yale,” she said. Her ‘pipe<br />

dream’ is to return to those roots and write a science fiction novel,<br />

grounding her stories in real science.<br />

Although she has pursued her passion for science writing alongside<br />

medicine, patient care has always been Yurkiewicz’s highest priority,<br />

and she has periodically taken breaks from writing to focus on honing<br />

her medical practice. “There are ebbs and flows in the busy doctor life,<br />

but science writing always comes back,” she said. Balancing multiple<br />

professional hats as a physician and journalist is difficult, but Yurkiewicz<br />

emphasizes that it is possible. Her advice for students interested in both:<br />

“Pursuing a career in science journalism and medicine is a harder path,<br />

but if you really care about something, you will do it well.” ■<br />

September 2023 Yale Scientific Magazine 35


WRITING FOR THEIR LIVES<br />

BY KEYA BAJAJ<br />

SCIENCE<br />

IN<br />

IMAGE COURTESY OF SMITHSONIAN INSTITUTION ARCHIVES<br />

It is late 1937, and the American Society for the Control of Cancer convenes for a press<br />

dinner under the dim chandeliers of the Harvard Club. All the invitees are welcome to<br />

attend, except one: America’s premier medical journalist, Jane Stafford. To seat a woman<br />

at the table would have “considerably changed the character of the dinner,” admitted the<br />

organization’s publicity director; besides, the University Club didn’t allow women entry<br />

anyway. Thrumming below the frenzied fever of twentieth-century scientific exploration<br />

was a culture of leaving women out of a conversation they pioneered, when they were the<br />

ones deconstructing scientific jargon.<br />

In her newly released book Writing for Their Lives, historian Marcel Chotkowski<br />

LaFollette chronicles the untold story of eight female science journalists who made science<br />

intelligible to the average reader and put its latest advances on the front page, but who were<br />

themselves omitted from the headlines. These women disseminated scientific discoveries<br />

through published stories and columns, breaking both the news and the professional<br />

paradigms of the time.<br />

“Historians of science have tended to write about scientists, not those who wrote about<br />

science,” LaFollette writes. In her novel, LaFollette attempts to lift the “historical fog”<br />

that has hidden the pioneering efforts of these women. In 1921, Science Service, a small<br />

Washington, D.C.-based science news organization, gave a group of dedicated female<br />

science journalists their footing. Emphasizing meritocracy instead of gender, Science<br />

Service boasted a female majority in its cohort of editorial staff writers; Jane Stafford was<br />

just one of them.<br />

Jane Stafford’s wide news sweep encompassed everything from schizophrenia to public<br />

health epidemics, with a particular focus on cancer. Her work involved expository pieces,<br />

like one in 1928 contesting the nicotine-free contents of a tobacco brand. She brought a<br />

potent mixture of journalistic strengths to the newsroom: the ability to decipher volumes<br />

of dense scientific literature, a dexterity with language (specifically in her allusions to<br />

Classical myths and iconography), and an ability to speak truth to power.<br />

In 1945, Science Service reported news of the atomic bomb, explaining the science<br />

behind history as it unfolded in real time. While other news outlets succumbed to<br />

sensationalism, the female journalists at Science Service collaborated to present a more<br />

measured report of the Hiroshima-Nagasaki events. Martha Morrow reported on the<br />

physics; Jane Stafford explored radiation and physiology; Helen Davis wrote about its<br />

chemistry; and Marjorie Van de Water discussed the bomb’s socio-psychological effects.<br />

As “career women,” they braved both the pressures of the news cycle and the inherent<br />

misogynies of a male-dominated scientific community.<br />

While occasionally dry in its journalistic tone and factually heavy in its ambitious<br />

scope, LaFollette is successful in her detailed account of the hidden figures of scientific<br />

journalism. If it took time for science to leave the confines of laboratories and trickle into<br />

our lives—learning from curbside newsstands, on the taxi radio, and over morning cups<br />

of coffee—Writing for Their Lives shows us that it took far longer to decide who got to tell<br />

those stories. “The paths to success [for female journalists] were riddled with the potholes<br />

of institutionalized bias along with the gaping gullies of entrenched and unapologetic<br />

misogyny,” LaFollette writes.<br />

It would be 1973 before the Harvard Club would open its doors to full-time women<br />

members. By then, Jane Stafford had already established fundamental journalistic<br />

practices, co-founded the National Association of Science Writers, and served as president<br />

of the Women’s National Press Club—all while not being allowed to sit in on dinners. ■<br />

T<br />

S<br />

36 Yale Scientific Magazine September 2023 www.yalescientific.org


"<br />

RACISM IN HEALTH<br />

BY SAMUEL OBIAMA<br />

Half of all medical student respondents did not believe that Black<br />

patients felt pain the way Whites did. So did a lot of practicing<br />

physicians,” a study published in PNAS reported. If asked when<br />

this study was conducted, many might guess sometime in the twentieth<br />

century, or earlier.<br />

The actual year was 2016.<br />

This revelation was just one of the many disturbing findings revealed in<br />

“The Roots of the U.S. Black Maternal Mortality Crisis,” a podcast jointly<br />

produced by Scientific American and Nature in August. The podcast opens<br />

by examining Georgia’s new law that bans abortions after six weeks of<br />

conception, before launching into an explanation of its past precedents and<br />

future ramifications on pregnant Black women.<br />

Historically, unintended pregnancy rates are higher among Black women<br />

compared to White women. Due to income disparities, job insecurity,<br />

and overall underinsurance, Black women have less access to long-acting<br />

reversible contraceptives (LARCs) and must resort to using condoms,<br />

which are a less effective form of contraception. Higher rates of unintended<br />

pregnancy, coupled with increased susceptibility to mistreatment during<br />

childbirth, contribute to the racial disparity in maternal mortality rates: Black<br />

women are three times more likely to die in pregnancy than White women.<br />

The podcast makes a strong effort to show that socioeconomically<br />

THE<br />

disadvantaged Black women are not alone in this phenomenon. Serena<br />

Williams and Shalon Irving, for instance, are both healthy, educated,<br />

affluent women whose obstetrician-gynecologists dismissed their concerns.<br />

Irving visited her doctor multiple times and reported swelling in her right<br />

leg and a weight gain of nine pounds in two weeks. She was ordered to “wait<br />

it out” and died in 2017 due to birth-associated complications caused by<br />

high blood pressure. Williams, on the other hand, told her doctors that she<br />

thought she had a pulmonary embolism. Even though she had experienced<br />

one before, her physician ignored her claim, and she nearly died.<br />

Both of these cases could have been avoided if their own doctors had<br />

listened to them.<br />

Is there any hope left? Since Roe v. Wade was overturned last year, more<br />

SPOTLIGHT<br />

awareness has been raised about this issue than ever before. This increased<br />

public attention may not only help lower the Black maternal mortality rate<br />

but also help reduce the factors that contribute to the issue, such as implicit<br />

racial biases among physicians.<br />

“The Roots of the U.S. Black Maternal Mortality Crisis” integrates<br />

interviews with researchers, historians, and family members of women who<br />

died from mistreatment, providing a holistic view of the Black maternal<br />

mortality crisis. By referencing the complicated, interwoven history of<br />

childbirth and slavery, analyzing existing stereotypes, and hypothesizing how<br />

ever-changing legislation will affect Black women in the U.S., this podcast<br />

calls us to question, analyze, and change our existing healthcare system. ■<br />

IMAGE COURTESY OF RAWPIXEL.COM<br />

www.yalescientific.org<br />

September 2023 Yale Scientific Magazine 37


POINT<br />

The Discovery of a Superheavy<br />

Oxygen Isotope<br />

Since the days of the Manhattan Project, nuclear<br />

physicists have concerned themselves with<br />

the study of certain atomic nuclei known as<br />

“magic nuclei.” Protons and neutrons, also known<br />

as nucleons, occupy shells within the nucleus<br />

corresponding to different energy levels. When<br />

these shells are full, our leading nuclear theory<br />

predicts the resulting isotope to be significantly<br />

more stable than other isotopes of similar mass and<br />

neutron-to-proton ratios.<br />

Magic nuclei are unique because they have a full<br />

shell of either protons or neutrons. Since magic<br />

nuclei were first discovered, scientists have been<br />

able to determine if a given nucleus is “magic” by<br />

counting the number of protons and neutrons.<br />

Specifically, physicists predict that magic nuclei must<br />

contain exactly two, eight, twenty, twenty-eight, fifty,<br />

eighty-two, or 126 protons or neutrons. Following<br />

this pattern, oxygen-28 ( 28 O), the oxygen isotope<br />

consisting of twenty neutrons and eight protons, was<br />

predicted to be “doubly magic,” since it has a magic<br />

number of both protons and neutrons.<br />

Oxygen-16 ( 16 O), in its natural form, has six protons<br />

and six neutrons. To test the stability of 28 O, a team of<br />

physicists with experimental operations based in the<br />

RIKEN Radioactive Isotope Beam Factory in Wako,<br />

Japan, worked to produce the isotope. The generation<br />

and detection of 28 O was a highly technical feat:<br />

researchers shot a high-energy beam of calcium-48<br />

atoms at a beryllium target, producing fluorine-29,<br />

which is only one proton away from the desired 28 O.<br />

The team then propelled the fluorine-29 atoms into a<br />

wall of liquid hydrogen, knocking off the necessary<br />

proton and creating 28 O. Using a specialized detector,<br />

the physicists observed the emission of four neutrons<br />

and a stable oxygen-24 ( 24 O) isotope, indicating that<br />

28 O had in fact been present before decaying into<br />

24 O. To their surprise, however, the decay of 28 O<br />

failed to demonstrate the high stability expected<br />

of a “doubly magic” isotope, raising a host of new<br />

questions about its atomic structure.<br />

Numerous results from the experiment suggested<br />

that, contrary to expectations, 28 O does not have a<br />

full shell of neutrons in its nucleus. The first piece of<br />

evidence was the almost immediate decay of 28 O on<br />

By Ian Gill<br />

a faster timescale than the researchers were able to<br />

measure, indicating that the supposed stability of the<br />

isotope does not hold up experimentally.<br />

The researchers also computed the spectroscopic<br />

factor, a number between zero and one that describes<br />

the stability of the nuclear structure based on how<br />

much the arrangement of nucleons changes when<br />

a proton or neutron is removed. In a nucleus with<br />

full shells, the structure is very rigid, so removing<br />

one nucleon doesn’t cause widespread change in the<br />

arrangement of the surrounding nucleons, resulting<br />

in a high spectroscopic factor. On the other hand, if<br />

the structure of a nucleus is very unstable, removing<br />

one nucleon sets off a cascade of structural changes,<br />

yielding a low spectroscopic factor. Interestingly, the<br />

spectroscopic factor found by the team was much<br />

lower than what would have been expected if 28 O<br />

had a full shell of neutrons.<br />

Based on this data, the team concluded that despite<br />

having the correct number of protons and neutrons to<br />

fill both nuclear shells, some of the neutrons in 28 O<br />

occupy higher energy levels instead, making the isotope<br />

not “doubly magic.” 28 O is not the only exception to the<br />

typical rule for identifying “doubly magic” nuclei: 24 O,<br />

which contains sixteen neutrons and eight protons,<br />

has historically demonstrated the stability that comes<br />

with being “doubly magic.” In light of these results,<br />

physicists are left with two major questions: What<br />

criteria can be used to predict if a nucleus is “doubly<br />

magic?” And why is it that the numeric rule tends to<br />

hold, but has a few select exceptions?<br />

Future experiments aim to gain more context for<br />

the stability of 28 O and to explore how nuclei with<br />

high neutron-to-proton ratios, such as oxygen-30<br />

( 30 O), behave. Through these experiments, scientists<br />

hope to broaden their grasp of the nuclear shell model<br />

as a whole, gaining insight into phenomena taking<br />

place from a scale as small as that of a single isotope,<br />

to the scale of an entire neutron star. Alternatively,<br />

it’s entirely possible that these further investigations<br />

could reveal deep flaws with our current approach<br />

towards the structure of the nucleus, and perhaps<br />

even serve as a starting point for new theories. As for<br />

now, we can only be certain that there is much work<br />

to be done to fully understand “magic nuclei.” ■<br />

COUNTERPOINT<br />

The Heaviest Air in the World<br />

38 Yale Scientific Magazine September 2023 www.yalescientific.org


INTEGRATION<br />

OR<br />

INVASION?<br />

BY ISAIAH ASBED<br />

On my desk sits a brain. Until 1984, it was kept in a<br />

Brown University neuroscience lab. It’s now found<br />

below a wrinkled Scarface poster, illuminated by<br />

LEDs. It’s just a plastic model, and the right side of the medulla<br />

is broken off a little. But regardless of its idiosyncrasies, it’s<br />

a brain. It has a cerebral cortex, tinted pink and indented<br />

by the peaks and valleys of gyri and sulci. At its base is its<br />

cerebellum, darkened by dense collections of cell bodies. It<br />

even has a pineal gland, Descartes’ seat of consciousness,<br />

buried deep within the cerebrum.<br />

And that’s almost enough to make you believe, despite<br />

its literal plasticity, that electrochemical signals are running<br />

around in there, from axon to dendrite, from neuron to<br />

neuron. Because it’s those signals that make a collection of gray<br />

and white matter a brain. An almost entirely self-contained<br />

network of cells that uses electrical messages from our sensory<br />

receptors to conceive of a world both external and internal.<br />

We recognize that this consciousness, granted to us by the<br />

synapses between neurons, is something sacred. And yet,<br />

for millennia, we’ve altered it. When a Tiwanaku shaman,<br />

exploring a river valley deep in ancient Bolivia, came<br />

across a psilocybin mushroom, his dendrites proliferated,<br />

making his nerve networks more intricate than ever before.<br />

Receptors typically bound by serotonin were inundated by<br />

psychedelics, permanently changing both his synapses and<br />

the worlds they created.<br />

But now, we’ve moved beyond chemical alteration.<br />

Perspective can dictate whether we’ve shifted to integration or<br />

invasion. We’ve invited machines into our neural web, and by<br />

doing so, we’ve let them become a part of our consciousness.<br />

Functionally both dendrite and axon, electrode arrays can<br />

not only receive and process information, but also directly<br />

stimulate neighboring neurons through electrical signals,<br />

alternately activating and inhibiting their fellow world creators.<br />

Abilities previously reserved for biological matter have been<br />

ceded to imitations.<br />

Instinct might tell us not to tamper with what we hold sacred.<br />

But we, like that early shaman, can be grateful that we don’t give<br />

PERI<br />

instinct too much power. Because our relationship with these<br />

machines is, for now, more mutualistic than parasitic. Their<br />

integration with our synapses will give us revolutionary<br />

insights into the worlds within that grayish-pink model on<br />

my desk. Research into disorders like epilepsy will develop<br />

faster than ever before, and the brain’s connection with<br />

prosthetic limbs will strengthen dramatically. As long as we<br />

don’t surrender ourselves completely to this technology, the<br />

changes these machines bring can be for the better.<br />

Artist’s Statement:<br />

When I was young, I read the story of John Henry—<br />

the existentialist slave turned railroad worker who<br />

gave his life to prove that even in an age of rapid<br />

industrialization, man was still greater than machine.<br />

When he collapsed from exhaustion, and his victory<br />

over steam power turned pyrrhic, I felt angry. I didn’t<br />

know it then, but that was the birth of an inherently<br />

human distrust for mechanization.<br />

When I grew up, and the stories I encountered began<br />

to evolve, I saw the movie Awakenings, based on the<br />

work of neuroscientist Oliver Sacks. As I watched him<br />

manipulate the neurotransmitters that determine our<br />

responses to stimuli, almost to the point of curing<br />

an incurable form of encephalitis, I felt a growing<br />

attachment to our cells and the signals that produce<br />

conscious thought.<br />

Somewhat predictably, I’ve always had my suspicions<br />

about the brain-machine interface. Reading Song et al.’s<br />

article (pg. 4) on the newest biocompatible electrode<br />

array didn’t change that. But it did make me consider the<br />

conflict between the human instinct to cast off the help<br />

of machines and the human desire for progress. And<br />

now, I’ve started to wonder which impulse’s victory is in<br />

our best interests. ■<br />

METERKARA TAO<br />

ART BY<br />

www.yalescientific.org<br />

September 2023 Yale Scientific Magazine 39


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