BenchSci founders, clockwise from top left: Liran Belenzon, Elvis Wianda, David Chen and Tom Leung

F-Prime backs a niche AI soft­ware start­up hunt­ing lofty goals in $22M Se­ries B

For many of the AI com­pa­nies sprout­ing on the bio­phar­ma field, val­i­da­tion — of­ten mean­ing con­fir­ma­tion of whether the tar­gets and drugs they iden­ti­fied or gen­er­at­ed would ac­tu­al­ly work — won’t come in years, if at all. But for Bench­Sci, the drug hunt­ing field is their home turf.

To be sure, the Toron­to-based start­up is do­ing some­thing very dif­fer­ent from the rest of the pack. Rather than stak­ing claims about the re­sults of drug dis­cov­ery, it’s out to change the process by hun­ker­ing down on a spe­cif­ic prob­lem: help­ing sci­en­tists se­lect the right reagents to con­duct their pre­clin­i­cal ex­per­i­ments.

Hav­ing start­ed out with an an­ti­body se­lec­tion ser­vice 18 months ago, Bench­Sci is now ready to roll out a broad­er reagent se­lec­tion plat­form and ex­pand the clien­tele from aca­d­e­m­ic in­sti­tu­tions and Big Phar­ma to biotechs — thanks to a $22 mil­lion cash in­jec­tion.

In con­trast with the clin­i­cal or com­mer­cial realm, Bench­Sci found that its chal­lenge wasn’t to com­pete with ri­val ven­dors but to con­vince in­vestors that there’s a mar­ket, CEO Li­ran Be­len­zon told End­points News.

“There is no soft­ware com­pa­ny in pre­clin­i­cal,” he said, leav­ing sci­en­tists to work on soft­ware with in­ter­faces that “look like they’re from the 1990s.”

But the ex­pe­ri­ence of his co-founder and CSO Tom Le­ung, who saw first hand how an in­ap­pro­pri­ate an­ti­body could cost him rare pa­tient sam­ples and lead to month­long de­lays, and sub­se­quent chats with oth­er re­searchers con­vinced them there’s an op­por­tu­ni­ty here. Col­lat­ing da­ta from open ac­cess jour­nals and ink­ing deals with big name pub­lish­ers like Springer Na­ture, Wi­ley and JA­MA, Bench­Sci came up with a data­base of sci­en­tif­ic lit­er­a­ture that they then teach the com­put­er to read.

“So the sci­en­tist ba­si­cal­ly asks our sys­tem the ques­tion: Out of those 5,000 reagents or an­ti­bod­ies that are out there, which one will work on BR­CA1, in this tis­sue, in this spe­cif­ic cell line, in this mod­el, with this spec­i­fi­ca­tion,” Be­len­zon said, “and we re­al­ly nar­row down these 4 or 5,000 to 2 or 3 and then we say, hey, these are the an­ti­bod­ies most like­ly to work in your ex­per­i­ment, and here’s all the sci­en­tif­ic da­ta and the ex­per­i­men­tal re­sults that this spe­cif­ic reagent has gen­er­at­ed and sci­en­tists can ac­tu­al­ly see those re­sults and val­i­date it as well.”

That means con­dens­ing the whole process of se­lect­ing reagents — tra­di­tion­al­ly done by tri­al and er­ror — from 12 weeks to 30 sec­onds, ac­cord­ing to the com­pa­ny, re­duc­ing waste by 70% and sav­ing mil­lions of dol­lars in hard cost.

It’s not quite shav­ing years and tens of mil­lions off the drug dis­cov­ery process as oth­ers have promised (and many have doubt­ed). Yet Bench­Sci still cites some big num­bers: a $10.2 bil­lion per year op­por­tu­ni­ty for sav­ings on reagents, de­duced from the es­ti­mate that $28 bil­lion each year is wast­ed on ir­re­pro­ducible re­search, with reagents and ref­er­ence ma­te­ri­als ac­count­ing for 36.1%.

F-Prime Cap­i­tal, which led the Se­ries B, and oth­er in­vestors in­clud­ing North­leaf Cap­i­tal Part­ners, Gra­di­ent Ven­tures, In­ovia Cap­i­tal, Gold­en Ven­tures and Re­al Ven­tures would love to see them get there. But will they?

“They would be a per­fect ac­qui­si­tion tar­get for Gene­script, Qi­a­gen, Ther­mo Fish­er, or oth­er an­ti­body and reagent mak­er,” Alex Zha­voronkov, founder and CEO of AI drug dis­cov­ery start­up In­sil­i­co Med­i­cine, wrote to End­points. “With this mod­el they can quick­ly get to sub­stan­tial rev­enue pos­si­bly in tens of mil­lions but the mar­ket size is rather lim­it­ed and it will be dif­fi­cult to grow.”

As he pre­pares to dou­ble the size of his team to 140 to sup­port the growth in­to re­com­bi­nant pro­teins, RNAi, CRISPR, cell lines and more, Be­len­zon sees oth­er­wise.

“To­day in an age where you have AI com­pa­nies gen­er­at­ing more and more and more po­ten­tial­ly great tar­gets to study, there needs to be a com­pa­ny that helps to study those tar­gets faster and bet­ter and cheap­er,” he said. “That’s re­al­ly what we are fo­cus­ing on.”

Tar­get­ing a Po­ten­tial Vul­ner­a­bil­i­ty of Cer­tain Can­cers with DNA Dam­age Re­sponse

Every individual’s DNA is unique, and because of this, every patient responds differently to disease and treatment. It is astonishing how four tiny building blocks of our DNA – A, T, C, G – dictate our health, disease, and how we age.

The tricky thing about DNA is that it is constantly exposed to damage by sources such as ultraviolet light, certain chemicals, toxins, and even natural biochemical processes inside our cells.¹ If ignored, DNA damage will accumulate in replicating cells, giving rise to mutations that can lead to premature aging, cancer, and other diseases.

Fol­low biotechs go­ing pub­lic with the End­points News IPO Track­er

The Endpoints News team is continuing to track IPO filings for 2021, and we’ve designed a new tracker page for the effort.

Check it out here: Biopharma IPOs 2021 from Endpoints News

You’ll be able to find all the biotechs that have filed and priced so far this year, sortable by quarter and listed by newest first. As of the time of publishing on Feb. 25, there have already been 16 biotechs debuting on Nasdaq so far this year, with an additional four having filed their S-1 paperwork.

Tom Barnes (Orna)

The mR­NA era is here. MPM be­lieves the fu­ture be­longs to oR­NA — and Big Phar­ma wants a seat at the ta­ble

If the ultra-fast clinical development of Covid-19 vaccines opened the world’s eyes to the promises of messenger RNA, the subsequent delays in supply offered a crash course on the ultra-complex process of producing them. Even before the formulation and fill-finish steps, mRNA is the precious end product from an arduous journey involving enzyme-aided transcription, modification and purification.

For Bristol Myers Squibb, Novartis Institutes for Biomedical Research, Gilead’s Kite and Astellas, it’s time to rethink the way therapeutic RNA is engineered.

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Steve Cutler, Icon CEO (Icon)

In the biggest CRO takeover in years, Icon doles out $12B for PRA Health Sci­ences to fo­cus on de­cen­tral­ized clin­i­cal work

Contract research M&A had a healthy run in recent years before recently petering out. But with the market ripe for a big buyout and the Covid-19 pandemic emphasizing the importance of decentralized trials, Wednesday saw a tectonic shift in the CRO world.

Icon, the Dublin-based CRO, will acquire PRA Health Sciences for $12 billion in a move that will shake up the highest rungs of a fragmented market. The merger would combine the 5th- and 6th-largest CROs by 2020 revenue, according to Icon, and the merger will set the newco up to be the second-largest global CRO behind only IQVIA.

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Michael Rome (Foresite)

In search of 'house­hold health­care brands of the fu­ture,' Fore­site Cap­i­tal rais­es $969M to sa­ti­ate a tech-heavy ap­petite

Back in April 2018, just before Foresite Capital unveiled its $668 million Fund IV and a strategy to focus on tech-driven life science bets, one of its portfolio companies quietly made an announcement.

Fount Therapeutics, a drug discovery outfit backed by Foresite and Eshelman Ventures, had raised $22 million in Series A cash to hatch several fledgling spinouts. “The first ‘NewCo,’ Kinnate, will be focused on developing precision oncology treatments,” read a press release.

S&P ex­pects steady ero­sion in Big Phar­ma's cred­it pro­file in 2021 as new M&A deals roll in — but don't un­der­es­ti­mate their un­der­ly­ing strength

S&P Global has taken a look at the dominant forces shaping the pharma market and come to the conclusion that there will be more downgrades than upgrades in 2021 — the 8th straight year of steady decline.

But it’s not all bad news. Some things are looking up, and there’s still plenty of money to be made in an industry that enjoys a 30% to 40% profit margin, once you factor in steep R&D expenses.

Tal Zaks, Moderna CMO (AP Photo/Rodrique Ngowi, via still image from video)

CMO Tal Zaks bids Mod­er­na a sur­prise adieu as biotech projects $18.4B in rev­enue, plots post-Covid ex­pan­sion

How do you exit a company after six years in style? Developing one of the most lucrative and life-saving products in pharma history is probably not the worst way to go.

Tal Zaks, Moderna’s CMO since 2015, will leave the mRNA biotech in September, the biotech disclosed in their annual report this morning. The company has already retained the recruitment firm Russell Reynolds to find a replacement.

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CEO Fabrice Chouraqui (Cellarity)

Flag­ship up­start Cel­lar­i­ty gath­ers $123M to fi­nance its ex­plo­ration of cell be­hav­ior, blaz­ing a new path to build­ing a broad pipeline

Right from the start, the discovery plan at Flagship-spawned Cellarity was to take their cues from cell biology and follow them to new drugs. Rather than start with a target and develop a drug to hit it, they’d use new technology to digitally map cell behavior and then develop new drugs from what they learned.

“Over the past decades it has always been about finding a target, about reducing a disease to a single molecular target,” says Fabrice Chouraqui, the Novartis vet who was recruited to run the operation about 9 months ago. “And that approach has produced thousands of life-saving medicines. Yet, this approach has limitations. A molecular target approach is fine when you talk about a simple disease, but for very complex diseases like neurodegeneration, like metabolic disease, like cancer, you hope to really harness the complexity of human biology.

Masayoshi Son, SoftBank CEO (glen photo/Shutterstock)

Japan's Soft­Bank plots bil­lions in biotech in­vest­ments in move that could keep the val­u­a­tion flood ris­ing — re­port

The valuation crazy train in biotech continues to roll into the new year with more than a dozen companies taking a chance on Nasdaq and money flowing in from all sides. Now, a Japanese institutional investor is reportedly weighing an entry into the market in a big way — will it keep the bitcoin-esque flood rising?

Already a part-time investor in biotech, SoftBank could drop billions of dollars into the industry as part of helmsman Masayoshi Son’s plan to spend around $80 billion of the firm’s own assets, according to a report from Bloomberg citing people familiar with the plan.

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