When it comes to har­ness­ing da­ta for health­care and the life sci­ences, a rich in­fra­struc­ture of ex­pan­sive da­ta col­lect­ed and mea­sured with the right tools are es­sen­tial to un­cov­er new in­sights and ad­vance new prod­ucts. And to build that, you need ac­cess to di­verse tal­ents backed by a pa­tient in­vestor.

Jim Tanan­baum

Just ask Vik Ba­jaj. The for­mer UC Berke­ley re­searcher first left acad­e­mia for Ver­i­ly, Google’s for­ay in­to life sci­ences, where he saw the meth­ods of mar­ry­ing com­pu­ta­tion and bi­ol­o­gy were near­ing ma­tu­ri­ty. Af­ter a few years as CSO there he moved on to Grail work­ing to­wards the ear­ly de­tec­tion of can­cer — an­oth­er da­ta in­ten­sive en­deav­or — be­fore land­ing his cur­rent role as man­ag­ing di­rec­tor of Fore­site Cap­i­tal.

Yet in spite of all the progress he’s seen and helped prop­a­gate, it’s not quite there yet. There is still a gap be­tween what’s cur­rent­ly avail­able and what he sees as a trans­for­ma­tion in health­care en­abled by the in­for­ma­tion rev­o­lu­tion.

“Re­al­ly what we per­ceive — and ob­vi­ous­ly I’m not alone in stat­ing this — is that there is an eco­nom­ic cri­sis in our health­care sys­tem where we are spend­ing so much of our na­tion­al prod­uct on health­care and yet we have out­comes that are ac­tu­al­ly in de­cline in many pop­u­la­tions,” Ba­jaj told End­points News. “And we think that there are many ways to make that in­dus­try more ef­fi­cient and more re­spon­sive to the needs of its pa­tients, but ob­vi­ous­ly this idea of us­ing da­ta sci­ence, the pow­er of mea­sure­ments, of un­der­stand­ing of ex­per­i­ments is fun­da­men­tal to gen­er­at­ing re­li­able ev­i­dence that will solve some of these large health­care prob­lems.”

The no­tion is what spurred him and Fore­site CEO Jim Tanan­baum to launch Fore­site Labs, an en­tre­pre­neur­ial in­cu­ba­tor de­signed to nur­ture some of the foun­da­tion­al com­pa­nies at the nexus of da­ta sci­ence and health­care.

Fore­site Labs re­moves three of the biggest bar­ri­ers for star­tups in this space, ac­cord­ing to Ba­jaj: It of­fers a pool of pub­lic and pro­pri­etary datasets, which would be ex­pen­sive for any one com­pa­ny to gen­er­ate; an analy­sis plat­form con­sist­ing of the lead­ing tools to aid with clin­i­cal ap­pli­ca­tion of da­ta; as well as a sea­soned team of 20-plus — be­tween the Boston and San Fran­cis­co of­fices — to of­fer sci­en­tif­ic, tech­ni­cal and busi­ness sup­port. As part of that, they al­so hook com­pa­nies up with part­ners for re­sources such as lab space.

Cor­re­spond­ing­ly, he sees three types of ven­tures that would ben­e­fit the most from their in­cu­ba­tion — and that they would be most in­ter­est­ed in.

The first in­volves ther­a­peu­tic op­por­tu­ni­ties cen­tered around func­tion­al ge­nomics; the sec­ond group build the in­fra­struc­ture need­ed for clin­i­cal de­vel­op­ment us­ing re­al-world ev­i­dence; the third cat­e­go­ry would look in­to per­son­al­ized health­care de­liv­ery based on in­di­vid­ual as­sess­ment of dis­ease risk.

Out­side of these high lev­el de­tails, though, he’s let­ting lit­tle else slip about what Fore­site Labs has been work­ing on over the past year. The cap­i­tal Fore­site has to de­ploy, the num­ber of ven­tures they would back at any one time, the ca­pa­bil­i­ties they are con­sid­er­ing adding — these are all stay­ing un­der wraps.

One thing we know, though, is that Fore­site has plen­ty of fire­pow­er and pa­tience to seed com­pa­nies where they see po­ten­tial. Last May the firm closed its fourth fund at a record $668 mil­lion and vowed to beef up their ma­chine learn­ing chops to en­able bet­ter in­vest­ment de­ci­sions.

“We’re get­ting in­to this area where we be­lieve through long ex­pe­ri­ence has tremen­dous po­ten­tial,” he said. “But it’s a po­ten­tial that will be re­al­ized rough­ly over the next decade. […] That means that we’re go­ing to be ini­tial­ly very mea­sured in what we do, and very de­lib­er­ate in launch­ing a few high qual­i­ty com­pa­nies with­out putting num­bers or tar­gets on it.”

The team of ex­perts they’ve re­cruit­ed to Fore­site Labs, he added, should prove to be the great­est as­set over the long run. They in­clude:

• Alex Block­er, head of da­ta sci­ence (for­mer­ly of Grail and Ver­i­ly)
• Rick Dewey, head of ge­nomics dis­cov­ery (for­mer­ly of the Re­gen­eron Ge­net­ics Cen­ter)
• Damien Soghoian, head of op­er­a­tions and strat­e­gy (for­mer­ly of Ver­i­ly)
• Paul Da Sil­va Jar­dine, head of drug dis­cov­ery (for­mer­ly of Pfiz­er)

On top of that, he’s as­sem­bled a star-stud­ded sci­en­tif­ic ad­vi­so­ry board fea­tur­ing Math­ai Mam­men of J&J, Pao­la Ar­lot­ta of Har­vard, Eu­an Ash­ley of Stan­ford, Calum MacRae of Brigham and Women’s Hos­pi­tal, Steve Finkbein­er of Glad­stone, Jeff Hu­ber and Alex Ar­a­va­nis of Grail, as well as Rus­lan Medzhi­tov of the Howard Hugh­es Med­ical In­sti­tute.

“Ob­vi­ous­ly it will be an area that will be much big­ger than what Fore­site Labs does, but I think that we are a lit­tle bit ahead and so poised to have a huge in­flu­ence over the trans­for­ma­tion,” Ba­jaj said.

Flagship Pioneering, the incubator of Moderna and dozens of other biotechs, says it has landed upon tens of thousands of previously undiscovered human proteins. The VC shop wants to potentially turn them into therapeutics.

Like other drug developers that have turned proteins into therapeutics (think insulin for diabetes), Flagship’s latest creation, ProFound Therapeutics, wants to tap into this new trove of proteins as part of its mission to treat indications ranging from rare diseases to cancer to immunological diseases.

New data from HHS show that more than 162,000 courses of Pfizer’s Covid-19 antiviral Paxlovid were administered across the US over the past week, continuing a streak of increased usage of the pill, and signaling not only rising case numbers but more awareness of how to access it.

In comparison to this week, about 670,000 courses of the Pfizer pill have been administered across the first five months since Paxlovid has been on the US market, averaging about 33,000 courses administered per week in that time.

The FDA is offering more of an explanation of the guardrails around its program that may soon allow states to import prescription drugs in some select circumstances from Canada, but only if such imports will result in significant cost reductions for consumers.

While the agency has yet to sign off on any of the 5 state plans in the works so far, and PhRMA’s suit to block the Trump-era rule allowing such imports is stalled, the new Q&A guidance spells out the various restrictions that states will have to abide by, potentially signaling that a state approval is coming.

Leading the way to increase access to cheaper drugs worldwide, Pfizer said Wednesday it will provide all current and future patent-protected medicines and vaccines available in the US or EU on a not-for-profit basis to about 1.2 billion people in 45 lower-income countries.

Rwanda, Ghana, Malawi, Senegal and Uganda are the first five countries to sign on to this accord, which will also seek to blaze new paths for quick and efficient regulatory and procurement processes to reduce the usual delays in making new medicines and vaccines available in these countries.