The global AI drug discovery market, valued around $1 to $1.7 billion in 2023, will be worth a multiple of that by the decade’s end. Analysts project the sector could be worth $9 billion or more. 2024 Nobel Prize in Chemistry Recipients: David Baker Demis Hassabis John Jumper Achievement: Computational protein design and structure prediction…
QuantHealth’s AI simulates 100+ clinical trials with 85% accuracy
QuantHealth, an AI-focused clinical trial design company based out of Tel Aviv, has announced the completion of more than 100 simulated clinical trials, reporting an 85% accuracy rate. The company, which received $17 million in a Series A funding round with backing from Accenture, aims to chip away at the steep costs and stubborn timelines…
The roadmap to effective AI-driven drug development
Generative artificial intelligence (GAI) has captivated the world, and for good reason. Platforms like ChatGPT have demonstrated capabilities that gave the general public a deeper understanding of AI’s capabilities. AI, too, is showing potential in drug discovery. From designing novel drug molecules to predicting protein structures, AI is offering a new path forward, potentially accelerating…
I gave an AI tool 25 minutes to write a science paper. Here’s what happened.
As a journalist interested in decoding AI and its impact on the research landscape, I recently took Insilico Medicine’s DORA (Draft Outline Research Assistant) for a test drive, a new platform summarized here. DORA, a specialized agentic-based tool aims to draft scientific content while promising to slash the time and effort required to produce first…
Laying the groundwork to tap AlphaFold 3’s potential in drug discovery
Last week, Google DeepMind launched AlphaFold 3, a significant update to its predecessor, AlphaFold 2. The latter has profoundly influenced structural biology and biomedicine in recent years while also attracting some skepticism. While AlphaFold 2 could accurately predict the structures of vast swathes of proteins, AlphaFold 3 ups the ante. It offers higher accuracy and…
In 2023, Roche and Novartis led the pack in drug pipeline scale
When reviewing R&D spending trends for 2023, Merck & Co. is a clear outlier given its decision to count its $10.3 billion Prometheus acquisition as an R&D charge. In all, the company committed more than half of its revenue to R&D. But Swiss giants Roche and Novartis remain frontrunners in terms of their pipeline of…
Big Pharma clicks soared, but new cell therapies made you buzz: What drove biopharma interest in 2023?
Despite biopharma’s 2023 layoffs and challenges, innovation won your clicks last year with over 130,000 of them on our Pharma 50 report alone. But while giants dominated, your clicks showed disruptive tech wasn’t far behind. The next-most popular article was a roundup of 100 trailblazing cell and gene therapy companies with more than 80,000 views.…
A nurse-turned-pharma-exec strives to advance care for those with an autoimmune liver disease
Now the vice president and head of medical affairs at CymaBay Therapeutics, Mary Standen‘s passion for healthcare was sparked in her high school years when her mother was diagnosed with breast cancer. Though her mother eventually recovered, Standen was galvanized to help provide both emotional support and practical assistance, such as administering weekly injections. The…
Unlocking generative AI requires reshaping culture, operations, and talent dynamics
In drug discovery and development, generative AI and natural-language processing (NLP) tools promise more than incremental productivity gains. For companies that can integrate such tools strategically into their workflows, the tools open the door to a fundamental rethinking of operational processes. For instance, generative AI tools can accelerate drafting of research articles, novel target identification,…
MDMA’s potential shift from party drug to PTSD therapy could hinge on strict safety measures
MDMA, the stimulant mood-lifting drug commonly known as ecstasy, could soon transition from party staple to FDA-approved medication — but likely with tight control measures to address its abuse potential and safety risks. On Tuesday, the nonprofit Multidisciplinary Association for Psychedelic Studies (MAPS) filed an application seeking FDA approval of MDMA-assisted therapy for post-traumatic stress…
How Accenture and AWS are upgrading Merck’s IT and drug discovery R&D engine
Historically, the pharma sector has exhibited a degree of caution in adopting emerging technologies such as cloud computing and AI, given the sector’s stringent regulatory requirements, data security concerns, and the complexities involved in integrating new systems into legacy processes. The situation is beginning to shift considerably with the COVID-19 pandemic, in particular, acting as…
Merck, Amgen back Culmination Bio’s quest to transform healthcare data analytics
In the same week that Merck and Amgen revealed expanded alliances with AWS, the bioinformatics startup Culmination Bio revealed that it has received $10 million in funding from the venture arms of those companies, Merck Global Health Innovation Fund and Amgen Ventures. Culmination Bio, a spinoff from Intermountain Health, has developed a vast data lake…
Anticipating IND submission: Ensuring your drug is ready for preclinical toxicology studies
Drug development is often a vast and intricate journey. Each phase signifies an advancement in the process, always with an eye toward patient safety and efficacy. But before any therapeutic finds itself on the bedside tables of hopeful patients, it faces a formidable challenge: preclinical toxicology testing. As the gateway to clinical trials, this early…
A-Alpha Bio attracts $51M in total funding to advance machine-learning-driven protein interaction research
A central hurdle in computational protein design is the mismatch between proteins designed in silico and their actual behavior after synthesis. “You can design millions of proteins on a computer over the course of a week or a month, but computational approaches are just not good enough,” explained David Younger, co-founder and CEO of A-Alpha…
QuantHealth taking a data-driven predictive approach to simulate clinical trials
In drug discovery, the process of shooting for regulatory approval can feel less like a sprint and more like a marathon, but with no guarantee of crossing the finish line. Despite the hefty investment of time, effort and resources, the success rate for bringing new drugs to market hasn’t improved in recent decades. The American…
eClinical Solutions Q&A: The quest to transform raw data into drug discovery gold
Top pharmaceutical companies sponsor over a hundred clinical trials annually, generating vast amounts of data. Harnessing this deluge is a monumental task. eClinical Solutions, led by CEO Raj Indupuri, tackles this through advanced applications of data analytics and machine learning with an emphasis on AI in clinical trials optimization. Specifically, eClinical Solutions taps AI/ML for…
Pharma 2023 half-year review reveals winners and losers
In many ways, the economic landscape of 2023 has been turbulent. High inflation? Talent shortages? Rising costs of doing business? Volatile currency markets? New regulatory hurdles? Check, check, check. To navigate the choppy waters, a significant number of companies have turned to strategic M&A to drive growth and strengthen product pipelines. Despite these challenges, a…