RESEARCHFigure 2. A) Acoustic traces obtained in vitro in response to a single laser pulse exposure (532 nm, 36 mJ/cm 2 delivered at 0 timepoint) from the sample of whole human blood (black) and for the same blood sample after the addition of hemozoin in the concentrationcorresponding to the parasitemia level of 0.8% (red). y-axis shows the output signal of the acoustic sensor, Inset: optical scatteringtime-responses obtained for these 2 samples show the transient bulk heating of the blood (black) and the generation of transientvapor nanobubble (red). B) Histograms of the trace amplitudes for 400 traces obtained under identical conditions for the above 2samples. y-axis indicates number of traces with the amplitude in the specific range. C) Acoustic traces obtained from the wrist veinsof an uninfected volunteer with light dark skin (black) and from a malaria-diagnosed patient with light dark skin (red). D) Histogramsof the acoustic trace amplitudes obtained from the wrist veins of an uninfected volunteer with light dark skin (black) and for a malariadiagnosedpatient with similar light dark skin (red). E) Histograms of the acoustic trace amplitudes obtained from the earlobes of anuninfected volunteer (black) and for a malaria-diagnosed patient (red). F) Histograms of the acoustic trace amplitudes obtained forhealthy volunteers with different skin darkness: green, pale light skin; black, light dark skin; blue, dark skin. G) Acoustic traces obtainedtranscuticle from individual mosquitoes: fed with uninfected blood and oocyst negative (black) and fed with malaria-infected blood andoocyst positive (red). H) Histograms of the acoustic trace amplitudes obtained from oocyst-negative (black) and oocyst-positive (red)mosquitoes and mosquitoes fed with uninfected blood mixed with hemozoin at 60 μg/mL (green).of skin pigment and hemoglobin is not as high as that forhemozoin (23,24) and is not sufficient to generate vapornanobubbles under the laser pulse duration and fluenceused (29), the bulk transient heat released by hemoglobinand melanin generates a background acoustic trace, whichlimits the signal-to-noise ratio for the H-VNB method andthus increases the detection threshold for malaria infection.This limitation will be alleviated by developing a“malaria-specific” pulsed laser with a wavelength ≈672nm—the focus of our ongoing effort because such lasersare not currently available. The optical absorbance of hemoglobinand melanin at 672 nm is much lower than that at532 nm, and the amplitudes of the background signals andtheir dependence on skin tone will be reduced. At the sametime, the laser pulse energy efficacy of H-VNB generationat 672 nm is similar to that at 532 nm, as we demonstratedpreviously (22).Mosquito ModelFor infection in mosquitos, female Anopheles gambiaemosquitoes were fasted for 6 hours and fed on infectedblood by using jacketed membrane feeders warmed to37°C by a circulating water bath. Briefly, cultured P. falciparum(NF54 strain) gametocytes were diluted to 0.3%gametocytemia, 50% normal human erythrocytes and humanserum for 15 min. After removing unfed mosquitoes,blood-fed mosquitoes were maintained at 26°C and70%–80% relative humidity on 10% dextrose. Ten dayslater, 15 randomly selected mosquitoes were dissected todetermine the oocyst numbers, and 2 other groups wereused for the device evaluation. Midguts were stainedwith 0.1% mercurochrome and oocysts counted microscopically.Each of the 15 mosquitoes had 9–151 oocysts(median 50). The remaining mosquitoes were killed byfreezing at -20°C before analysis using the prototype device.Mosquitoes fed on uninfected blood and maintainedas described were used as negative controls (uninfectedand oocyst negative). For further use as positive controls,mosquitoes were fed on uninfected blood containing 60μg/mL hemozoin.All procedures were approved by the correspondinginternal review board committees at Rice University andBaylor College of Medicine (for Ben Taub Hospital). Thepatient and the volunteers provided informed consent.Results and DiscussionWe have prototyped a diagnostic device (Figure 1) andevaluated it in a malaria patient and uninfected controlsand in malaria infection–positive mosquitoes. Initial invitro validation of the designed prototype used samples ofwhole human blood without (uninfected blood) and withhemozoin (#tlrl-hz; InvivoGen, San Diego, CA, USA)1124 Emerging Infectious Diseases • www.cdc.gov/eid • Vol. 21, No. 7, July 2015
Transdermal Diagnostics of Malaria(a proxy for malaria parasite–infected blood [22]). Thesample cuvette modeled the blood vessel by using askin-colored film, a channel with blood 1 mm deep, andan acoustically dampening bottom. The bulk optical absorptionof the laser pulse at 532 nm by normal wholeblood (mainly by hemoglobin) produced the backgroundtrace (Figure 2, panel A, black line) associated with thethermo-elastic effect (30) (a heat-driven transient pressurerise). However, no vapor nanobubbles were generated becausethe laser fluence applied was well below the vapornanobubble generation threshold for any normal bloodcomponents (22). The absence of vapor nanobubbles wasconfirmed experimentally by monitoring the laser pulseexposedsample volume with an optical scattering method(22,27) by using a low-power probe laser beam at 633 nmand monitoring its time-response to the excitation laserpulse (Figure 2, panel A, black line in inset). In normalblood, the optical scattering time-response to a single laserpulse indicated incremental transient bulk heating withoutgenerating a vapor nanobubble. Previously we haveshown that such a bulk photothermal effect does not causeany detectable detrimental effects at the molecular andcellular levels (22). Adding hemozoin nanocrystals to theblood at a concentration of 23 μg/mL, (which correspondsto ≈0.8% of parasitemia [9]), resulted in a completely differentacoustic trace under the same excitation and detectionconditions (Figure 2, panel A, red line). This tracewas attributed to H-VNBs, which were directly detectedin the same sample by optical scattering with optical timeresponsesof 50–100 ns duration and the H-VNB-specificshape, which revealed the vapor bubble expansion andcollapse without any recoil (Figure 2, panel A, red linein inset). Unlike the background acoustic traces obtainedfrom the normal blood, the H-VNB acoustic traces yielded5-fold higher peak-to-peak amplitudes and thus were easilydifferentiated from the blood background traces in thetrace amplitude histograms (Figure 2, panel B).To obtain proof of the device feasibility, the prototypewas further tested in human volunteers who did not havemalaria and on a malaria patient with a similar skin tone(dark). We applied the probe to wrists and earlobes andpositioned it over subcutaneous vessels. Thus, laser pulseswere delivered to blood through the skin. No blood sampleswere taken, and no reagents were applied. Acoustic tracesin response to each of 400 laser pulses (of the same fluenceas described earlier) were collected simultaneouslywith laser irradiation (within 20 seconds total) and analyzedstatistically in real time. In the malaria patient, theparasitemia (percentage of infected erythrocytes) was determinedby microscopy (thin blood film) and varied from2% (corresponding to ≈69,000 parasites/μL) 4 hours beforethe device test to 0.3% (corresponding to ≈8,600 parasites/μL)9 hours after the device test. As malaria-negativecontrols, we used healthy volunteers with similar skintone and under the conditions and procedure applied tothe malaria patient. Acoustic traces from the wrist of themalaria patient (Figure 2, panel C, red line) showed the H-VNB–specific pattern similar to that of the hemozoin-positivesamples in vitro (Figure 2, panel A, red line) and hadmuch higher amplitudes than those obtained from a healthyvolunteer with a similar skin tone (Figure 2, panel C, blackline). The amplitudes for the traces from the malaria patientwere significantly higher than those from the control,and the 2 histograms barely overlapped (Figure 2, panel D).Therefore, these acoustic traces indicated malarial infectionin a clinically ill patient. Similar traces were obtainedwhen the device was applied to the earlobes of the malariapatient and volunteers (3 volunteers with dark skin tonewere studied) (Figure 2, panel E). The similarity betweenthe wrist and ear lobe results further validates the successfuldetection of malarial infection by the H-VNB method.A quantitative analysis used the volunteers’ histograms todetermine the malaria threshold amplitude and revealed HIvalues as 42.4 mV and 1.3 mV in the malaria patient for thewrist and earlobe, respectively.The safety of H-VNB generation in humans is ensuredby the safe level of the laser fluence applied, 36 mJ/cm 2 ,which is considered to be skin-safe according to federalregulations (31). In addition, no short-term (10 min) orlong-term (3–4 d) signs of skin damage or irritation wereobserved in the study participants. These observations arealso in line with our previous observation of no damageto the laser-exposed malaria parasite–negative blood cells(22). Therefore, the device and procedure developed appearto be safe, and coupled with their blood- and reagentfreenature, deliver a completely noninvasive diagnosis ofmalaria in humans.We further studied the influence of skin tone on thebackground trace for 5 healthy volunteers with differentskin tones (Figure 2, panel F). For 532-nm wavelengthlight, we observed a predictable increase in the backgroundtrace amplitude resulting from the increase in the concentrationof melanin.In the third model, we evaluated the device for the rapidnoninvasive transcuticle analysis of individual malariainfected(oocyst-positive) Anopheles mosquitoes. Tenacoustic traces were obtained for each mosquito (7 in eachgroup) by scanning the body across the probe under thesame laser pulse fluence as described for the human studies.The negative control group (fed with uninfected humanblood, no oocysts) returned acoustic traces similar tothose for hemozoin- and malaria parasite–negative humanblood (Figure 2, panel G, black line). In the malaria-infectedmosquitoes, the trace shape and amplitude (Figure 2,panel G, red line) were similar to those obtained for hemozoin-and malaria parasite–positive traces. The histogramEmerging Infectious Diseases • www.cdc.gov/eid • Vol. 21, No. 7, July 2015 1125
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Patients under investigation for ME
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Wildlife Reservoir for Hepatitis E
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Asymptomatic Malaria and Other Infe
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Bufavirus in Wild Shrews and Nonhum
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Bufavirus in Wild Shrews and Nonhum
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Slow Clearance of Plasmodium falcip
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Slow Clearance of Plasmodium falcip
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ANOTHER DIMENSIONThe Past Is Never
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LETTERSInfluenza A(H5N6)Virus Reass
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BOOKS AND MEDIAin the port cities o
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ABOUT THE COVERNorth was not intere
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Earning CME CreditTo obtain credit,
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Emerging Infectious Diseases is a p