Let's talk AI: Top R&D ex­ecs tack­le where we are and where we're head­ed with this cru­cial new tech­nol­o­gy

Bioreg­num Opin­ion Col­umn by John Car­roll at the US-Chi­na Bio­phar­ma In­no­va­tion and In­vest­ment Sum­mit in Shang­hai on Oc­to­ber 23, 2018; Cred­it: End­points News, Pharm­Cube

As a biotech ex­ec with a back­ground in com­pu­ta­tion­al chem­istry, Rosana Kapeller has been watch­ing the hub­bub over ar­ti­fi­cial in­tel­li­gence and ma­chine learn­ing in bio­phar­ma play out with a con­sid­er­able de­gree of skep­ti­cism.

“Peo­ple talk about ML and AI with­out know­ing what they are talk­ing about,” the out­spo­ken Nim­bus alum told me ear­li­er in the week. And there are some big pit­falls the unini­ti­at­ed are like­ly to drop in­to with­out warn­ing if they fol­low the crowd in­to AI with­out think­ing things through first. 

Now at Google’s GV as an en­tre­pre­neur-in-res­i­dence tak­ing a spe­cial­ist ap­proach to com­pu­ta­tion­al tech­nolo­gies, Kapeller has a lot of re­spect for Stan­ford AI star Daphne Koller, who’s dived in­to the com­plex task of draw­ing her own map to fol­low when it comes to us­ing AI in R&D. And she won­ders where oth­ers with­out Koller’s back­ground will wind up if they start us­ing AI and ML in par­tic­u­lar fields where the da­ta are lack­ing.

That’s the back­drop to a con­ver­sa­tion I’ve long looked for­ward to. 

Rosana Kapeller GV

Next Tues­day in Philadel­phia dur­ing the an­nu­al BIO con­fab, Kapeller and a num­ber of top ex­ecs from some of the biggest play­ers in the in­dus­try will join me to dis­cuss how they’re us­ing AI and ML right now. In every case, these are large­ly new ef­forts where bio­phar­mas are look­ing to this tech­nol­o­gy to im­prove their odds of suc­cess — which I think most every­one in R&D would agree are pret­ty poor. And con­trary to what you may as­sume, there’s a very prac­ti­cal at­ti­tude about what they can do and what they can’t, and how they be­lieve this field will evolve over the next 4-5 years.

Daphne Koller Twit­ter

The rest of the line­up for next week’s dis­cus­sion looks like this: GSK’s Tony Wood, Saurabh Sa­ha at Bris­tol-My­ers Squibb, Hugo Ceule­mans from J&J, Badhri Srini­vasan at No­var­tis and Shoibal Dat­ta, a Bio­gen vet now at PPD.

I hope you can join us for this event and con­tribute your own thoughts and ques­tions. You can get tick­ets here. 


Im­age: John Car­roll

UP­DAT­ED: In sur­prise switch, Bris­tol-My­ers is sell­ing off block­buster Ote­zla, promis­ing to com­plete Cel­gene ac­qui­si­tion — just lat­er

Apart from revealing its checkpoint inhibitor Opdivo blew a big liver cancer study on Monday, Bristol-Myers Squibb said its plans to swallow Celgene will require the sale of blockbuster psoriasis treatment Otezla to keep the Federal Trade Commission (FTC) at bay.

The announcement — which has potentially delayed the completion of the takeover to early 2020 — irked investors, triggering the New York-based drugmaker’s shares to tumble Monday morning in premarket trading.

Celgene’s Otezla, approved in 2014 for psoriasis and psoriatic arthritis, is a rising star. It generated global sales of $1.6 billion last year, up from the nearly $1.3 billion in 2017. Apart from the partial overlap of Bristol-Myers injectable Orencia, the company’s rival oral TYK2 psoriasis drug is in late-stage development, after the firm posted encouraging mid-stage data on the drug, BMS-986165, last fall. With Monday’s decision, it appears Bristol-Myers is favoring its experimental drug, and discounting Otezla’s future.

The move blindsided some analysts. Credit Suisse’s Vamil Divan noted just days ago:

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Novotech CEO Dr. John Moller

Novotech CRO Award­ed Frost & Sul­li­van Best Biotech CRO Asia-Pa­cif­ic 2019

Known in the in­dus­try as the Asia-Pa­cif­ic CRO, Novotech is now lead CRO ser­vices provider for the grow­ing num­ber of in­ter­na­tion­al biotechs se­lect­ing the re­gion for their stud­ies.

Re­flect­ing this Asia-Pa­cif­ic growth, Novotech staff num­bers are up 20% since De­cem­ber 2018 to 600 in-house clin­i­cal re­search peo­ple across a full range of ser­vices, across the re­gion.

Novotech’s ca­pa­bil­i­ties have been rec­og­nized by an­a­lysts like Frost & Sul­li­van, most re­cent­ly with the pres­ti­gious Asia-Pa­cif­ic CRO Biotech of the year award for best prac­tices in clin­i­cal re­search for biotechs for the fifth year. See oth­er awards here.

Evotec CEO Werner Lanthaler, File Photo

Ox­ford, Evotec ramp up LAB10x with AI ex­perts at Sen­syne — fo­cused on biotech spin­outs

Ox­ford is al­ly­ing it­self with Evotec and ar­ti­fi­cial in­tel­li­gence out­fit Sen­syne Health to ramp up some new biotech spin­outs while look­ing to “ac­cel­er­ate da­ta-dri­ven drug dis­cov­ery and de­vel­op­ment.”

The big idea here is that Ox­ford sci­en­tists — some of the best drug hunters in the world — can uti­lize Sen­syne’s AI plat­form for their work, re­ly­ing on the chemists and hands-on de­vel­op­ers at Evotec to push ahead to a crit­i­cal proof of con­cept mo­ment. And they’ll do it through a project leader called LAB10x, which gets £5 mil­lion over the next three years to fund the work.

Suf­fer­ing No­var­tis part­ner Cona­tus is pack­ing it in on NASH af­ter a se­ries of un­for­tu­nate tri­al events

The NASH par­ty is over at No­var­tis-backed Cona­tus. And this time they’re turn­ing off the lights.

More than 2 years af­ter No­var­tis sur­prised the biotech in­vest­ment com­mu­ni­ty with its $50 mil­lion up­front and promise of R&D sup­port to part­ner with the lit­tle biotech on NASH — ig­nit­ing a light­ning strike for the share price — Cona­tus $CNAT is back with the lat­est bit­ter tale to tell about em­ri­c­as­an, which once in­spired con­fi­dence at the phar­ma gi­ant.

Bris­tol-My­ers star Op­di­vo fails sur­vival test in a matchup with Nex­avar aimed at shak­ing up the big HCC mar­ket

Bris­tol-My­ers Squibb has suf­fered an­oth­er painful set­back in its years-long quest to ex­pand the reach of Op­di­vo. The phar­ma gi­ant this morn­ing not­ed that their Check­mate-459 study com­par­ing Op­di­vo with Bay­er’s Nex­avar in front­line cas­es of he­pa­to­cel­lu­lar car­ci­no­ma — the most com­mon form of liv­er can­cer — failed to hit the pri­ma­ry end­point on over­all sur­vival.

This was a sig­nif­i­cant mile­stone in Bris­tol-My­ers’ tal­ly of PD-1 cat­a­lysts this year. Nex­avar (so­rafenib) has been the stan­dard of care in front­line HCC for the past decade, though Op­di­vo has been mak­ing head­way in sec­ond-line HCC cas­es, where it’s go­ing toe-to-toe with Bay­er’s Sti­var­ga (re­go­rafenib) af­ter re­cent ap­provals shook up the mar­ket.

Fol­low­ing news of job cuts in Eu­ro­pean R&D ops, Sanofi con­firms it’s of­fer­ing US work­ers an 'ear­ly ex­it'

Ear­li­er in the week we learned that Sanofi was bring­ing out the bud­get ax to trim 466 R&D jobs in Eu­rope, re­tool­ing its ap­proach to car­dio as re­search chief John Reed beefed up their work in can­cer and gene ther­a­pies. And we’re end­ing the week with news that the phar­ma gi­ant has al­so been qui­et­ly re­duc­ing staff in the US, tar­get­ing hun­dreds of jobs as the com­pa­ny push­es vol­un­tary buy­outs with a fo­cus on R&D sup­port ser­vices.

Dean Hum. Nasdaq via YouTube

Gen­fit goes to Chi­na with a deal worth up to $228M for NASH drug

Fresh off the high of its Nas­daq IPO de­but, and the low of com­par­isons to Cymabay — whose NASH drug re­cent­ly stum­bled — Gen­fit on Mon­day un­veiled an up to $228 mil­lion deal with transpa­cif­ic biotech Terns Phar­ma­ceu­ti­cals to de­vel­op its flag­ship ex­per­i­men­tal liv­er drug — elafi­bra­nor — in Greater Chi­na.

The deal comes more than a week af­ter Gen­fit $GN­FT is­sued a fiery de­fense of its dual PPAR ag­o­nist elafi­bra­nor, when com­peti­tor Cymabay’s PPARδ ag­o­nist, se­ladel­par, fiz­zled in a snap­shot of da­ta from an on­go­ing mid-stage tri­al. The main goal at the end of 12 weeks was for se­ladel­par to in­duce a sta­tis­ti­cal­ly sig­nif­i­cant im­prove­ment in liv­er fat con­tent, but da­ta showed that pa­tients on the place­bo ac­tu­al­ly per­formed bet­ter.

Alex­ion wins pri­or­i­ty re­view for Ul­tomiris' aHUS in­di­ca­tion; FDA ex­pands ap­proval of Ver­tex's Symdeko

→ Alex­ion $ALXN has scored a speedy re­view for Ul­tomiris for pa­tients with atyp­i­cal he­molyt­ic ure­mic syn­drome (aHUS) af­ter post­ing pos­i­tive da­ta from a piv­otal study in Jan­u­ary. The drug is the rare dis­ease com­pa­ny’s shot at pro­tect­ing its block­buster blood dis­or­der fran­chise that is cur­rent­ly cen­tered around its flag­ship drug, Soliris, which is a com­ple­ment in­hibitor typ­i­cal­ly ad­min­is­tered every two weeks. Ul­tomiris has a sim­i­lar mech­a­nism of ac­tion but re­quires less-fre­quent dos­ing — every eight weeks. The de­ci­sion date has been set to Oc­to­ber 19. Late last year, Ul­tomiris se­cured ap­proval for noc­tur­nal he­mo­glo­bin­uria (PNH) pa­tients.

Bet­ter than Am­bi­en? Min­er­va soars on PhI­Ib up­date on sel­torex­ant for in­som­nia

A month af­ter roil­ing in­vestors with what skep­tics dis­missed as cher­ry pick­ing of its de­pres­sion da­ta, Min­er­va is back with a clean slate of da­ta from its Phase IIb in­som­nia tri­al.

In a de­tailed up­date, the Waltham, MA-based biotech said sel­torex­ant (MIN-202) hit both the pri­ma­ry and sev­er­al sec­ondary end­points, ef­fec­tive­ly im­prov­ing sleep in­duc­tion and pro­long­ing sleep du­ra­tion. In­ves­ti­ga­tors made a point to note that the ef­fects were con­sis­tent across the adult and el­der­ly pop­u­la­tions, with the lat­ter more prone to the sleep dis­or­der.