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Insilico leans into pharma’s AI appetite with large Eli Lilly deal

March 30, 2026
Biotech Correspondent

Insilico Medicine signed a large deal with Eli Lilly over AI-driven drug discovery, and there's a psoriasis race underway.

Let's get to it.

The need-to-know this morning

  • Kailera Therapeutics, a U.S.-based developer of obesity drugs licensed from China, filed for an initial public offering
  • United Therapeutics said its drug Tyvaso improved lung function in patients with idiopathic pulmonary fibrosis, or IPF, achieving the primary goal of a second Phase 3 study. The company will submit an application this summer to the FDA, seeking to expand Tyvaso's approval to treat IPF. The drug is currently marketed as a treatment for pulmonary arterial hypertension.
  • Viridian Therapeutics said its experimental drug elegrobart significantly reduced eye bulging compared to a placebo in a Phase 3 study that enrolled participants with thyroid eye disease, or TED. Viridian shares fell in pre-market trading because the efficacy of elegrobart, which is administered via a more convenient skin injection, was lower than what's seen with current, intravenously administered TED treatments.

artificial intelligence

AI drugmaker Insilico makes a big deal with Eli Lilly

Insilico Medicine has landed a rather hefty deal with Eli Lilly — $115 million upfront and up to $2.75 billion in milestone payments — to hand off some of its AI-discovered drug candidates for development and commercialization. And CEO Alex Zhavoronkov seems to be all aflutter over the pharma giant, STAT's Brittany Trang writes: "Lilly is better in AI than Insilico, and no other company is better in AI than us … except for these guys," he said. He did underscore that Lilly would not be acquiring Insilico, however.

The partnership will focus on optimizing scale: allowing Insilico to churn out relatively fast, lower-cost preclinical assets and letting Lilly take them the rest of the way. Notably, Insilico's pipeline webpage was updated to include a candidate targeting GLP-1 that's been out-licensed to an undisclosed partner.

Zhavoronkov, who is taking Lilly's tirzepatide, called it "the best drug ever invented by humans," adding that "Mounjaro makes me so happy every day. I want to develop the next one."

Read more.


Immunology

Biogen lupus drug improves skin clearance in mid-stage study

Biogen on Saturday reported positive results from a mid-stage study of an experimental treatment for a type of lupus that mostly affects the skin. The drug, called litifilimab, has the potential to be the first approved treatment for the condition and is one of two experimental drugs that are central to Biogen's immunology growth strategy.

In the Phase 2 study called AMETHYST, 15% of participants treated with litifilimab for 16 weeks had clear or almost clear skin compared to 3% of participants offered a placebo, as measured by a physician's disease-assessment score. The drug was well tolerated, with 75% of participants reporting mild to moderate side effects compared to 65% of participants in the placebo group.

The study investigated litifilimab as a potential treatment for cutaneous lupus erythematosus, or CLE, a type of lupus that can cause irreversible skin damage. The AMETHYST study results were presented at the annual meeting of the American Academy of Dermatology.

Biogen is conducting a Phase 3 study of litifilimab in CLE with an outcome expected in the middle of 2027. If positive, Biogen has said the drug could be approved and commercially available in 2028.

Biogen is also pursuing the development of litifilimab and a second drug, called dapirolizumab pegol, as a treatment for systemic lupus erythematosus, or SLE, the more common form of lupus that causes organ damage.



washington

White House is testing its pricing bill with drugmakers behind closed doors

The Trump administration is privately circulating draft drug pricing legislation to more than a dozen major pharma companies, STAT's Daniel Payne reports. It's trying to translate voluntary TrumpRx deals into actual law — including a provision that would let cash-pay drugs count toward insurance deductibles, as an attempt to steer patients toward lower-priced options while keeping savings away from the middlemen.

Trump officials are meeting directly with the 16 companies that signed on to earlier pricing agreements, gauging whether drugmakers will get on board before approaching Congress.

"There's a lot of hand-wringing and a lot of anxiety," one drugmaker lobbyist told STAT.

Read more.


Psoriasis

Takeda's Phase 3 psoriasis data looks competitive in an increasingly crowded race

After dropping $4 billion to acquire the drug from Nimbus Therapeutics in 2022, Takeda is showing its Phase 3 data on its TYK2 inhibitor, zasocitinib — and it looks competitive. The drug outperformed Amgen's Otezla and appears stronger than BMS's Sotyktu, with more than half of patients improving in psoriasis severity and up to a third reaching clear skin. That's enough to get it to the FDA next year, but not necessarily enough to distinguish it from an increasingly crowded psoriasis field, FierceBiotech notes.

Johnson & Johnson and Alumis have their own contenders with similarly strong — or perhaps even better — data. The winner of the market race will likely come down to convenience; dosing frequency might ultimately matter more than efficacy.


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More reads

  • Incyte's skin disease drug shows long-term symptom relief in late-stage trials, Reuters
  • Otsuka buys Transcend in $1.2 billion deal, nabbing MDMA analog for psychiatric conditions, FierceBiotech
  • AstraZeneca's in vivo CAR-T showed promise against multiple myeloma, but also one death in China trial, Endpoints

Thanks for reading! Until tomorrow,


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