Tag Archives: Steve Dickman

Big Data in Drug Discovery and Healthcare: What is the Tipping Point?

By Steve Dickman, CEO, CBT Advisors

What good is big data for drug discovery? Not much, if you ask the pharmaceutical industry. The world’s drugmakers have other challenges right now and, with a few notable exceptions like PatientsLikeMe, neither consumer-driven nor patient-driven “big data” seems to be part of the solution.

Even in the apparently more data-driven field of healthcare services, big data keeps bumping up against regulatory and practical barriers. As I wrote earlier this month, a funny thing happened to 23andme on the way to its now-on-hold million-person database….

Mark Murcko, Feyi Olopade and Ajit Singh

Mark Murcko, Feyi Olopade and Ajit Singh (Image courtesy EBD Group)

A recent panel of experts argued that trends in big data will drive up its relevance and provide a navigable path toward greater utility both in pharma and in healthcare. The panelists at the workshop I put together for the 2014 Biotech Showcase in San Francisco last week hinted that the time will soon come when “big data” is as much a part of both drug discovery and healthcare as it is of financial forecasting  and choosing driving routes that minimize traffic.

Click here to watch the video of the panel or copy-paste the link:

http://www.partnering360.com/insight/showroom/id/445

The companies that presented are NuMedii, a venture-backed company that calls itself a “digital pharma company” tackling drug discovery itself; and CancerIQ, a data analytics company focusing on aggregating data on how cancer patients are treated and using it to upgrade the treatment that can be provided in different geographies and types of hospitals.

Joining the CEOs of NuMedii and CancerIQ were Ajit Singh, a venture capitalist with Artiman Ventures who taught electrical engineering and neuroscience at Princeton and then ran global businesses for Siemens in oncology and digital radiology; and Mark Murcko, the former chief technology officer of Vertex Pharmaceuticals who is now running a consulting firm and advising computer-powered drug discovery firms such as Schrodinger and Nimbus Discovery.

Due to these engaging and insightful speakers, this was a fascinating panel that delivered all sorts of hints about what looks like an upcoming turning point. Topics included (time stamps on video in parentheses):

  • What sort of venture investor would understand a big data company in healthcare, IT or life science? (10:10) and (12:45)
  • Where do big data startups go to even get their data given the high degree of regulation? (27:00) and (28:50)
  • How can innovative startups avoid being stopped cold by HIPAA? (21:30)
  • What will be the turning point at which the pharmaceutical industry sees big data as a driver of solutions rather than just noise? (32:40) and (38:00) and (52:20)
  • Is genomic data “big data”? (17:00)
  • How can “sparse data” be just as useful as “big data” in solving certain problems? (43:00)
  • How can newly industrialized countries like India and China contribute to models that might be useful in the United States and Europe? Will they “go first” in some sense in using big data? (44:30)
Gini Deshpande, Founder-CEO of NuMedii

Gini Deshpande, Founder-CEO of NuMedii (Image courtesy EBD Group)

Here is a more complete list of time stamps:

  • (2:00) Definition of Big Data “Things one can do at a large scale that cannot be done at a smaller one to extract new insights or create new forms of value in ways that change markets, organizations, the relationship between citizens and governments and more.” (From the 2013 book Big Data: A Revolution That Will Transform How We Live, Work and Think by Mayer-Schönberger and Cukier)
  • (3:00) Gini Deshpande self-introduction. “At NuMedii, we are a digital pharma company. We are focused on leveraging the vast amounts of life sciences big data that is out there and translating it into drugs with a higher probability of therapeutic and commercial success….We are a pharma company. We leverage the data and turn the data into drug candidates.”
  • (4:20) Mark Murcko self-introduction.
  • (5:10) Feyi Olopade self-introduction. “My co-founder is my mother. She is a nutty professor slash clinical oncologist slash MacArthur genius fellow. It was my mother’s vision to start using data and analytics to deliver more precision treatment and more precision risk assessment….We hope to democratize access to premium cancer care by helping providers deliver data-driven decisions.”
  • (6:35) Ajit Singh self-introduction
  • (7:45) In the world of healthcare, the analytics revolution has barely begun
  • (10:10) How NuMedii bridges the (large) gap between healthcare investors and IT investors
  • (12:45) How CancerIQ bridges the same gap
  • (14:35) Early days of analytics: Shared Medical Systems
  • (17:00) Why genomic data may not be big data
  • (20:35) How 23andme learned the hard way about regulation of medical data
  • (21:30) On overcoming HIPAA: a fascinating framework
  • (25:00) Why IT investing is easier: world of atoms vs. world of bits
  • (27:00) How CancerIQ gets its data
  • (28:50) How NuMedii gets its data
  • (32:40) Why pharma is still (mostly) focused on the drug candidates
  • (38:00) The importance of actionability
  • (41:00) Q&A: How to de-identify health data
  • (42:15) Cancer patients are very willing to share their (personal) information
  • (43:00) The best data may not be big data
  • (44:30) International big data in healthcare – will it take the lead? Case: India
  • (49:00) Case: China
  • (52:20) Why pharma does not yet trust “black box” models – they do not tell a story, says Murcko

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“Alternatives to VC” panel video (actually very much about VC, especially in Europe) – BioEurope Spring, March 2013

This is not a traditional post but rather a link to a video of a fun panel that I moderated at BioEurope Spring in Barcelona in March, 2013. The discussion touched on several hot issues in funding innovation in life sciences, especially translational research.

Here’s the link: http://www.partnering360.com/insight/showroom/id/0_p9ec32p3

To help you find points of interest, I’m listing some approximate time stamps below.

PANEL DATE: March 11, 2013

PANEL DESCRIPTION

With the shortage of classical VC investing and the ongoing boom in early opportunities and strong entrepreneurs, traditional VC is beginning to share the spotlight with alternative models. For therapeutics companies that have already raised some capital or especially those that have products in the clinic, there are some new alternatives to choose from, including option deals, one-product financings from VCs, and pre-IPO royalty-based financing.

Moderator:
Steve Dickman – CEO, CBT Advisors

Panelists:

  • Sinclair Dunlop – Managing Partner, Rock Spring Ventures
  • Joël Jean-Mairet – General Partner, Ysios Capital
  • Kevin Johnson – Partner, Index Ventures
  • Melissa Stevens – Deputy Executive Director, FasterCures

CONTENTS

  • 0:00 Panel intro (Steve Dickman)
  • 3:19 FasterCures (Melissa Stevens), channeling non-dilutive foundation cash into therapy development
  • 4:29 Index Ventures (Kevin Johnson) intro and description of pharma-backed fund
  • 4:50 Rock Spring (Sinclair Dunlop) intro – UK VC
  • 5:20 Ysios (Joel Jean-Mairet) intro – Spanish-European VC
  • 7:25 What are the mechanics of asset-based financings? We’ve done 27 of them… (Johnson)
  • 12:15 Ysios (Jean-Mairet) view on asset-based financing “experiment” in molecular diagnostics
  • 14:00 Why Index would love to invest in diagnostics but can’t do it (Johnson)
  • 18:30 How things are better in lean, asset-based companies (Johnson) “Working in a tinpot biotech is more fun” than in an old-fashioned fully integrated company.
  • 19:55 How Rock Spring (Dunlop) does early-stage platforms & products
  • 21:15 Refinancing risk has grown (Jean-Mairet)
  • 22:45 How times have changed in LS VC (Jean-Mairet)
  • 24:15 The key to avoiding “zombie” companies – suicide (Johnson)
  • 25:40 More (interesting!) details on FasterCures and how foundations are changing the investing game (Stevens)
  • 28:48 National MS Society’s “Fast Forward” venture-like group (Stevens)
  • 30:55 CF Foundation and its Vertex and now Pfizer relationships (Stevens)
  • 32:55 American Heart Association (AHA) learning more about venture philanthropy (Stevens)
  • 36:15 Venture philanthropy in Europe (Dunlop)
  • 46:15 Tech transfer report card (Dickman, panel)
  • 57:00 How European & Israeli seed funds are trying to bridge the venture gap (panel)
  • 1:04:00 How to ensure succession in biotech (Johnson, panel)
  • 1:08:00 Why there are not more young entrepreneurs in life sciences (Johnson)
  • 1:15:00 The Andrew Lo “Megafund”: will it fly (Stevens, panel)
  • 1:18:00 Other debt models for supporting translational work (Jean-Mairet)
  • 1:22:00 Cross-border seed-stage investing (Dickman)

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How Sanofi Could Start Off on the Right Foot in Cambridge

To: Chris Viehbacher, CEO, Sanofi Aventis
From: The Boston Biotech Community
Re: Making the Most of the Impending Merger

Dear Mr. Viehbacher,

In the heat of the discussions regarding an acquisition of Genzyme that now look like they are on track for rapid completion, you may not have had much time to think about exactly what will happen in the aftermath. Sure, you have plans for Genzyme’s products as well as for the teams and facilities involved in producing them. Those products—and their revenue streams—are presumably why you are buying the company.

But don’t forget Genzyme’s excellent R&D….If you downsize Genzyme the severe way that some expect, you might be throwing away enormous potential for future products to benefit human health.

To read the rest of today’s post, visit Xconomy here or copy-paste the link:

http://www.xconomy.com/boston/2011/02/07/how-sanofi-could-start-off-on-the-right-foot-in-cambridge/?single_page=true

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