Innovative_Analytics.. - Pharma CI Conference
Innovative_Analytics.. - Pharma CI Conference
Innovative_Analytics.. - Pharma CI Conference
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<strong>Innovative</strong> <strong>Analytics</strong> to Track<br />
Competitor Landscape and<br />
Trial Developments<br />
<strong>Pharma</strong> <strong>CI</strong><br />
September 2010<br />
505 Montgomery Street, 11 th Floor<br />
San Francisco, CA 94111<br />
Tel: 415-874-3310<br />
Fax: 415-358-4466<br />
E-mail: info@larvol.com
Table of Contents<br />
•Introduction<br />
•Challenge #1:<br />
Managing Time & Resources Effectively<br />
•Challenge #2:<br />
Monitoring Changes to Competitor Landscape<br />
•Challenge #3:<br />
Mining Social Media for Insights<br />
•Appendix<br />
CONFIDENTIAL<br />
2
The Larvol Group offers customized intelligence<br />
reports to the pharmaceutical industry<br />
•Subscription based service<br />
•Our Team:<br />
• ~ 80 professionals worldwide<br />
• Expertise in all major therapeutic areas<br />
• 2/3 of team have MDs or PhDs<br />
•Our clients include 8 of the top 10 pharmaceutical companies<br />
CONFIDENTIAL<br />
3
Table of Contents<br />
•Introduction<br />
•Challenge #1:<br />
Managing Time & Resources Effectively<br />
•Challenge #2:<br />
Monitoring Changes to Competitor Landscape<br />
•Challenge #3:<br />
Mining Social Media for Insights<br />
•Appendix<br />
CONFIDENTIAL<br />
4
Challenge #1: How do I manage time and<br />
resources efficiently and avoid information<br />
overload?<br />
Challenge<br />
• Forced to consult a broad range of sources<br />
• Inundated with reams of information and random alert updates<br />
• Automated alerts are not distilled to fit your needs<br />
Solution<br />
• Use an integrated solution that pulls core data into a single location<br />
• The Larvol Group has domain experts across all major therapeutic areas<br />
- Dedicated teams distill high impact news to identify important changes<br />
in your field<br />
- Using customized reports, we hone in your specific topics or areas of interest<br />
• Reports allow you to leverage your time and focus on high end strategic implications<br />
CONFIDENTIAL<br />
5
Executive Dashboard: distills weekly information<br />
from disparate sources<br />
FDA Websites<br />
Press Releases<br />
SEC Filings<br />
Blogs<br />
Report<br />
Financial Analysts<br />
<strong>Conference</strong>s<br />
KOLs<br />
PubMed<br />
Weekly Reports:<br />
•Every Monday, send PDF file<br />
•News and trial updates from prior Monday<br />
through Saturday night<br />
Monthly Reports:<br />
•Each month, send PPT<br />
•Reflect news, trial and analytic updates for<br />
entire month<br />
CONFIDENTIAL<br />
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Comprehensive Report: offers important data<br />
sets and analysis in a single location<br />
CONFIDENTIAL<br />
7
News Highlights: quickly review top news<br />
for the week<br />
CONFIDENTIAL<br />
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Table of Contents<br />
•Introduction<br />
•Challenge #1:<br />
Managing Time & Resources Effectively<br />
•Challenge #2:<br />
Monitoring Changes to Competitor Landscape<br />
•Challenge #3:<br />
Mining Social Media for Insights<br />
•Appendix<br />
CONFIDENTIAL<br />
9
Challenge #2: How to track changes to hundreds of<br />
competitor trials and milestones in a timely way?<br />
Challenge<br />
• Very difficult to stay on top of a huge volume of competitor trials<br />
• In certain areas, such as oncology, analyzing lines of therapy can be complex<br />
• Need a compact way to map out the competitor landscape that shows where each<br />
agent is playing, level of advancement, volume of trials, etc.<br />
Solution<br />
• Use a visually crisp, detailed trial tracker to monitor trial changes, upcoming data<br />
release and anticipated regulatory filings<br />
• Access trial analysis including patient population, line of therapy, monotherapy vs.<br />
combo, comparator, status, timeline, etc.<br />
• Quickly scan the tracker for updates that occurred during prior week or month<br />
CONFIDENTIAL<br />
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Overall Heatmap: Inflammation, MOAs<br />
vs. Indications<br />
Notes: Color indicates highest phase attained for that indication; 6=Filed; M=Discontinued / failed trial; Some clinical trials will have multiple<br />
indications evaluated, hence numbers may be duplicated for different indications<br />
Double-Counting: Since multiple indications can be evaluated in a trial, some double-counting may occur. To see actual number of trials<br />
(without redundancy) refer to ‘Total Trials ’<br />
Abbreviations: SLE: Systemic Lupus Erythematosus, RA: Rheumatoid Arthritis, UC: Ulcerative colitis; MS: Multiple sclerosis; ITDM: Islet<br />
transplantation in type 1 diabetics; TTP: Thrombotic Thrombocytopenic Purpura; ITP: Idiopathic Thrombocytopenic Purpura<br />
CONFIDENTIAL<br />
11
VEGF Heatmap (Onco MOA Report): volume &<br />
phase of active trials across all tumor types<br />
RCC<br />
Lung<br />
CRC<br />
Breast<br />
Brain<br />
Liver<br />
Pancreatic<br />
Prostate<br />
HNC<br />
Hemat<br />
Melanoma<br />
Gastric<br />
Other<br />
solid<br />
Avastin (bevacizumab) 33 103 129 114 55 20 18 18 18 20 14 19 130<br />
Nexavar (sorafenib) 41 29 10 15 9 53 11 8 8 20 13 5 75<br />
Sutent (sunitinib) 59 16 11 20 10 7 3 12 5 6 3 9 57<br />
Votrient (pazopanib,GW786034) 6 3 2 5 2 1 3 1 1 1 24<br />
Zactima (vandetanib, ZD6474) 3 21 5 6 9 1 1 5 2 1 4 21<br />
aflibercept (AVE0005) 1 3 4 1 2 0 1 7 1 14<br />
Recentin (cediranib, AZD2171) 4 10 6 2 5 2 2 1 5 1 1 22<br />
axitinib (AG-013736) 4 3 2 0 0 0 0 1 7<br />
Vargatef (BIBF 1120, indolinone) 4 1 1 0 2<br />
ramucirumab,(IMC-1121B) 1 1 1 1 1 1 1 1 1 4<br />
motesanib (AMG 706) 3 1 2 0 1 6<br />
ABT-869 1 2 1 1 2 2<br />
Marketed Phase 3 Phase 2 (N>100) Phase 2 (N
Competitor Dashboard (Onco Tumor Report):<br />
most advanced phase by market segment<br />
HER2+<br />
Product<br />
Company<br />
Adj / Neoadj Met 1 st Met 2 nd Met 3 rd + All Comers<br />
Tykerb (lapatinib) GSK P3 NDA filed: Apr ‘09 Approved: Mar ‘07 Approved: Mar ‘07<br />
Herceptin (trastuzumab) Genentech (Roche) Approved: Nov ‘06 Approved: Sep ‘98 Approved: Sep ‘98 Approved: Sep ‘98<br />
Afinitor (everolimus) Novartis P3 P3 P2 P2 P2<br />
Arimidex (anastrazole) Roche P3 P3 P3<br />
Votrient (pazopanib) GSK P2<br />
Avastin (bevacizumab) Genentech (Roche) P3 P3 P3<br />
neratinib (HKI-272) Wyeth (Pfizer) P3 P3 P3 P3<br />
Omnitarg (pertuzumab) Genentech (Roche) P2 P3 P2<br />
trastuzumab-MCC-DM1 Genentech (Roche) P2 P2 P3<br />
Abraxane (paclitaxel) Abraxis P3 P3 P2 P3<br />
epothilone D Roche + Kosan P2<br />
HER-2 ICD vaccine Univ Wash. P2 P2<br />
Iressa (gefitinib) Astra Zeneca P2 P2<br />
Ixempra (ixabepilone) BMS P2 P3 P2 P2 P2<br />
panobinostat Novartis P2 P2<br />
Sprycel (dasatinib) BMS P2 P2 P2 P2<br />
Approved NDA Submitted Phase 3 Phase 2<br />
Criteria: Analysis of “Core” pipeline list (selected marketed and pipeline P2+ products , chosen by client for these agents, profiled trials P2+<br />
with N>50)<br />
Color : indicates the highest status of development in US market<br />
CONFIDENTIAL<br />
13
Trial Tracker: Industry trials for Select P2+<br />
Agents (Core List)<br />
Criteria: includes Core Pipeline list (select P2+ Agents); for these Core agents, all trials from P2 onwards have been profiled and select<br />
P1 trials<br />
CONFIDENTIAL<br />
14
Upcoming Milestones: browse upcoming<br />
regulatory and clinical events for Core agents<br />
CONFIDENTIAL<br />
15
Table of Contents<br />
•Introduction<br />
•Challenge #1:<br />
Managing Time & Resources Effectively<br />
•Challenge #2:<br />
Monitoring Changes to Competitor Landscape<br />
•Challenge #3:<br />
Mining Social Media for Insights<br />
•Appendix<br />
CONFIDENTIAL<br />
16
Challenge #3: How can I monitor online patient<br />
conversations and derive insights?<br />
Challenge<br />
• No time to sift through countless message boards and social media outlets<br />
• How can I flag sites of interest and monitor the content?<br />
• What metrics can I use to get a higher level view and derive insights?<br />
Solution<br />
• Use a vendor who mines social media sites in a systematic way<br />
• Identify top 50 sites in terms of activity for your specific area of interest (e.g.,<br />
advocacy site message boards, health forums, etc.)<br />
• Analyze buzz level and sentiment, look for trends and interesting insights<br />
CONFIDENTIAL<br />
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Social Media Tracking Benefits<br />
Why Track Social Media?<br />
• Primary resource for many patients.<br />
50-65% of Americans use the internet to<br />
find information about specific diseases<br />
and treatments<br />
• Provide insight into patient experiences,<br />
preference and needs<br />
• Gain competitive advantage by being in<br />
tune with patient and medical<br />
community’s reaction to competitor<br />
products<br />
What can be tracked with<br />
Social Media?<br />
• Adverse experiences discussed online<br />
(AEDOs)<br />
• Patient access or lack of access to drugs<br />
• Pricing of prescribed drugs<br />
• Patient satisfaction and preferences<br />
• Pattern of use<br />
CONFIDENTIAL<br />
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Larvol Methodology for Tracking Social Media<br />
Social Media Types<br />
• Social networks – Facebook, etc.<br />
• Blogs – single author or expert posts<br />
• Patient forums – focused sites for the<br />
interactive discussion of specific diseases<br />
and disease topics<br />
Steps<br />
• Gather – using natural language<br />
processing methods<br />
• Categorize – using domain experts<br />
• Annotate – using social media<br />
experienced analysts<br />
• Analyze – sentiment and buzz level<br />
Ethical Guidelines:<br />
We adhere to strict ethical considerations in collecting, maintaining, and presenting all<br />
data. We will only access sites we have legal access to and will respect the terms of use<br />
of each site we visit. We will store all information regarding individual blogger posts<br />
stripped of all personal details to eliminate the possibility of patient identification.<br />
CONFIDENTIAL<br />
19
Monthly Buzz: Compare monthly level of<br />
discussion of core drugs at a glance<br />
CONFIDENTIAL<br />
20
Sentiment Analysis: Compare how patients view<br />
core drugs as reported in social media<br />
CONFIDENTIAL<br />
21
Adverse Experiences Described Online (AEDOs):<br />
Side effects discussed online for core drugs<br />
• Nausea is the most commonly experienced side effect in Byetta users – roughly half of those describing an adverse event report nausea<br />
• Januvia users report a large variety of AEDOS, with no consistently expressed AEs<br />
• Symlin users rarely describe adverse experiences. When they do, it tends to be either nausea or hypoglycemia<br />
• Actos users report weight gain and swelling more often than any other adverse experiences – experiences that are very rare for other agents<br />
• Victoza users commonly describe nausea and headache, among others – instances of AEDOs have been increasing of late<br />
CONFIDENTIAL<br />
22
Top 50 Blogs/Forums: Sentiment Analysis<br />
CONFIDENTIAL<br />
23
Posts: Blog and Forum patient postings<br />
for the month<br />
Long time patient – example of Internet Poster Type<br />
Note: We would have the ability to add certain types of custom tags to each entry<br />
e.g., New Patient, Long Standing Patient, Health Care Provider<br />
CONFIDENTIAL<br />
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Table of Contents<br />
•Introduction<br />
•Challenge #1:<br />
Managing Time & Resources Effectively<br />
•Challenge #2:<br />
Monitoring Changes to Competitor Landscape<br />
•Challenge #3:<br />
Mining Social Media for Insights<br />
•Appendix<br />
CONFIDENTIAL<br />
25
Reports may have a broad, pan-indication focus or<br />
may offer a deeper dive into a given disease<br />
Broad<br />
Pan-Indication<br />
Focused<br />
Disease-Specific<br />
Onco MOA<br />
report<br />
(10 MOAs)<br />
Inflammation<br />
MOA report<br />
HER2+<br />
Breast<br />
Report<br />
Multiple<br />
Sclerosis<br />
Report<br />
CONFIDENTIAL<br />
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KOL Tracker: follow activities for your<br />
top opinion leaders<br />
• Track activities of 12-20 opinion leaders:<br />
– Publication and presentation activity (conference & CME)<br />
– Clinical trial involvement<br />
CONFIDENTIAL<br />
27
Financial Analyst Monitor: track what analysts are<br />
saying and predicting for your market<br />
• Analyst report titles offered post-embargo period (5-14 days post-release); includes ><br />
1,600 contributors<br />
• Does not include full report downloads (although we could help you obtain them –<br />
pricing per report varies)<br />
CONFIDENTIAL<br />
28
Bruno Larvol<br />
Bruno Larvol, has nearly 17 years of successful consulting, entrepreneurial and financing experience in the biotechnology and<br />
pharmaceutical industry while working with industry leaders such as The Wilkerson Group / IBM Consulting, Lehman Brothers, Delphi<br />
Ventures, Millennium, Sandoz (Novartis), and Abbott Laboratories. Mr. Larvol founded and served as CEO of Cognia, a genomics<br />
database and software. He holds an MBA with distinctions from the Kellogg School of Management and an MS in biotechnology from<br />
Northwestern University. He obtained an undergraduate degree summa cum laude from Sorbonne University, Paris. Mr. Larvol serves<br />
on the Biotechnology Advisory Board of the Kellogg Graduate School of Management<br />
• Consulting projects include:<br />
– Developed the immunology strategy of a top-tier pharmaceutical company, including prioritizing the most attractive areas of<br />
investment<br />
– Worked with the CEO of a large public biotechnology company to form a spin-out backed with $10MM in financing to take<br />
advantage of a new business opportunity. The spin-out was acquired for $100MM<br />
– Hired as interim executive for a proteomics spin-out based on a technology from a public biotechnology company. Wrote the<br />
business plan and helped secure $10MM in financing<br />
– Established the marketing plan for a new non-sedating antihistamine drug as part of a joint-venture between two<br />
pharmaceutical companies<br />
– Served as lead advisor to the program which became IBM’s $100MM Blue Gene project<br />
– Hired by a healthcare venture capital fund to devise a turn-around strategy for a portfolio company. Project resulted in a<br />
change of strategy and a $30M financing<br />
– Authored a multi-client benchmarking study on productivity in drug discovery. The study was used for marketing purposes for<br />
more than three years<br />
• Other experience includes:<br />
– Developed a new marketing strategy for Abbott’s anti-infective drug Biaxin<br />
– Solved market positioning problem for asthma drug marketed by Sandoz (Novartis)<br />
– Conducted pharmaceutical M&A and financing engagements with Lehman Brothers<br />
CONFIDENTIAL<br />
29
Laura Farmer<br />
Over the past 17 years, Laura Farmer has led a wide range of strategy, marketing and commercialization projects within the<br />
biopharmaceutical industry. Through her work, Ms. Farmer has developed expertise across numerous functional groups and<br />
therapeutic areas, including oncology, rheumatoid arthritis, and infectious diseases<br />
• Past work has included projects such as:<br />
– Identified priority tumor indications for two lead oncology agents based on market attractiveness, advisory board and<br />
quantitative survey input, robust financial modeling, entry and expansion tactics and franchise considerations<br />
– Developed detailed brand plan and tactical launch plans for a rheumatoid arthritis drug through collaboration across 30<br />
functional groups and vendors. Pressure-tested plans and budgets, ensuring comprehensiveness and alignment with overall<br />
strategic goals<br />
– Formed a pricing and reimbursement strategy for an emerging oncology therapeutic for a biotechnology firm<br />
– Created in-depth materials for an advisory board meeting with rheumatoid arthritis opinion leaders to address key market<br />
trends and assess trial design and commercial prospects for an emerging product<br />
– Evaluated strategic commercialization options for a biologic drug for lupus<br />
– Wrote business plan for a cardiovascular device company that received funding and subsequently achieved an IPO<br />
– Authored major portions of an in-depth and widely quoted industry outlook, entitled Forces Reshaping the Performance and<br />
Contribution of the U.S. Medical Products Industry - prepared for the Health Industry Manufacturers Association and<br />
presented to Congress<br />
• Other experience includes:<br />
– Ms. Farmer consulted with Straticore, Publicis Healthcare, Insight Strategy Advisors, True North Partners, CSC Healthcare and<br />
The Wilkerson Group for top pharmaceutical and biotech firms. She holds a bachelor of arts, cum laude, in political science<br />
and premedical studies from Yale University<br />
CONFIDENTIAL<br />
30