Drug development is complex, expensive and comes with lousy odds of success — but in most cases, if you make it across the finish line brandishing a product with an edge (and play your cards right) it can be a lucrative endeavor.

As it stands, the antibiotic market is cursed — it harbors the stink of multiple bankruptcies, a dearth of innovation, and is consequently barely whetting the voracious appetites of big pharma or venture capitalists. Enter artificial intelligence — the biopharma industry’s cure-all for the pesky process of making a therapeutic, including data mining, drug discovery, optimal drug delivery, and addressable patient population.

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Denali Therapeutics had drummed up considerable hype for their blood-brain barrier technology since launching over six years ago, hype that’s only intensified in the last 14 months following the publications of a pair of papers last spring and proof of concept data earlier this year. On Sunday, the South San Francisco-based biotech gave the biopharma world the next look at in-human data for its lead candidate in Hunter syndrome.

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Five months after Amgen CEO Bob Bradway stepped up to the M&A table and acquired Five Prime for $1.9 billion, following up with the smaller Rodeo acquisition, he’s gone back in for another biotech buyout.

This time around, Amgen is paying $900 million cash while committing up to $1.6 billion in milestones to bag the privately held Teneobio, an antibody drug developer that has expertise in developing new bispecifics and multispecifics. In addition, Amgen cited Teneobio’s “T-cell engager platform, which expands on Amgen’s existing leadership position in bispecific T-cell engagers by providing a differentiated, but complementary, approach to Amgen’s current BiTE platform.”

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Seven years after striking up a major R&D alliance, AbbVie and Google-backed anti-aging specialist Calico are doubling down on their work with a joint, $1 billion commitment to continuing their work together. And they’re also beginning to offer some details on where this project is taking them in the clinic.

According to their statement, each of the two players is putting up $500 million more to keep the labs humming.

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Flush with the success of its mRNA Covid-19 vaccine, BioNTech is now gearing up for one of the biggest challenges in vaccine development — which comes without potential profit.

The German mRNA pioneer says it plans to work on a jab for malaria, then transfer the tech to the African continent, where it will work with partners on developing the manufacturing ops needed to make this and other vaccines.

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One of a suite of drugmakers looking to reinvest in the neuroscience space, Takeda has been aggressive in signing on new partners to help build up its pipeline in that space. But sometimes the best partner is the one you already have.

Takeda will set aside $3.5 billion in future milestones and an undisclosed upfront payment to build out its drug discovery deal with Japanese peptide conjugate maker PeptiDream, adding neurodegeneration to the partnership’s list of CNS targets, the companies said Tuesday.

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Just weeks after its widely lauded genetics research arm tagged a promising new target for obesity, Regeneron has signed up an industry heavyweight to collaborate with on developing new drugs that can potentially act as a game-changer in what has proven to be a tough field for developers.

The Regeneron Genetics Center published a paper in Science at the beginning of this month highlighting how their work sequencing the genomes of 650,000 people highlighted how people with at least 1 inactive copy of the GPR75 gene weighed on average 12 pounds less than the rest of the population with a 54% reduction in risk of obesity.

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