Brian Buntz

In some ways, machine learning is nothing new. The term itself dates back to 1958 when the computer scientist Arthur Lee Samuel coined it. “The pharmaceutical industry has been using data science, machine learning, and AI in some form for at least 25 years, if not longer,” said Kailash Swarna, a managing director and Accenture…

While clinical trials and regulatory filings offer a semi-structured view of drug safety, a large amount of insights lie in sources ranging from patient support programs (PSPs) to social media posts. As Natural Language Processing (NLP) evolves, a growing number of tools are becoming available to unlock this potential. Deepanshu Saini, Director of Program Management…

Nucleai, founded in 2018 and based in Chicago and Tel Aviv, is pioneering new ground in spatial biology. Its AI-powered technology provides crucial context for tumor analysis, moving beyond traditional, static biopsy images to highlight cellular interactions that influence disease progression and treatment response. Innovation, in many cases, happens at the overlap of different domains,…

[Last updated, July 13, 2024] The biotech industry is witnessing a stark paradox in 2024. On one hand, there’s a group of biotech startups that are thriving, attracting nearly $3 billion in funding in Q1 2024 alone. Job openings in the sector are also considerable in several parts of the U.S., especially in the Greater…

Phesi, a Connecticut-based clinical development analytics company, has published research in Bone Marrow Transplantation showing the potential of digital twins to replace standard-of-care control arms in clinical trials. The study focused on chronic graft versus host disease (cGvHD), a serious complication affecting 30–50% of the 50,000 cancer patients who receive hematopoietic cell transplantation (HCT) each…

The pharmaceutical industry has long faced something of a perfect storm of regulatory upheaval and technological disruption. But now is different. The Inflation Reduction Act represents a unique challenge for pharma companies as the U.S. government can force them to negotiate drug prices for some Medicare drugs. And despite its name, some pundits believe the…

By now, almost everyone has heard about the meteoric rise of GLP-1 drugs, like Wegovy and Mounjaro. But a perhaps under-appreciated reality is that the GLP-1 obesity drugs are poised to drive record overall prescription drug sales growth and catapult Novo Nordisk and Eli Lilly into the upper echelon of Big Pharma companies by the…

What if physicians could predict which cancer treatments will work best for individual patients using just their tumor images? The precision oncology company Pangea Biomed made strides in that direction with the publication of its AI-powered ENLIGHT-DP method in Nature Cancer. This technology taps deep learning, an ever-more-popular type of machine learning with a large…

A group of prominent researchers and clinicians have published a consensus statement backing the use of MDMA-assisted therapy for post-traumatic stress disorder (PTSD). This statement comes as FDA is reviewing a New Drug Application for midomafetamine (MDMA) for the condition. “On the basis of the safety and efficacy data we have seen, assuming the integrity…

One of the top promises of artificial intelligence/machine learning in drug discovery is reversing decades of dwindling productivity. But imagine if the technology makes good on its promise. And perhaps six or seven years from now, in which productivity is doubled, leaving pharma firms to have, theoretically, early stage pipelines that are twice as large.…

The recent FDA approval of Lilly’s Kisunla (donanemab) represents a significant win in Alzheimer’s drug development, a field that has seen a  decades of false starts and fizzled hopes. This approval, along with that of lecanemab in 2023, could mark a turning point in AD treatment. Alzheimer’s disease is reaching epidemic proportions with an estimated…

An original investigation published in JAMA Ophthalmology indicated that the megablockbuster metabolic medication Wegovy (semaglutide) may increase the risk of a serious eye condition. The research, published on Wednesday, examined the occurrence of nonarteritic anterior ischemic optic neuropathy (NAION) in patients taking semaglutide. The GLP-1 receptor agonists Wegovy, Ozempic, and Rybelsus, all containing the active…

NVIDIA was founded in 1993 when Jensen Huang, Chris Malachowsky, and Curtis Priem met at a Denny’s restaurant near San Jose. With just $40,000 in starting capital, they sketched out their vision for the company over diner food. In its early days, the silicon chip industry was laboratory-based, empirical-based. Since then, the industry has shifted…

Boehringer Ingelheim has partnered with Gubra, a specialized biotech company and preclinical CRO that specializes in peptide-based drug discovery for metabolic diseases, to launch phase 1 clinical trials for BI 3034701. This drug candidate is a long-acting peptide designed to target three different receptors associated with weight loss, offering a potential new avenue for tackling…

A new study, published by Frontiers in Space, reveals promising results from an experiment on the International Space Station (ISS) for treating and preventing post-traumatic osteoarthritis (PTOA). This condition affects roughly one-fifth of the 650 million people worldwide with osteoarthritis. Using a human tissue chip model on the International Space Station, the ISS researchers observed…

The UK Biobank, with genetic data on half a million individuals, set a benchmark for scale in medical research. It contains whole genome sequencing data for all 500,000 participants, making it the world’s largest genetic project to date. A recent collaboration between the San Diego–headquartered clinico-genomics company Helix and the Salt Lake City–based biotech Recursion…

Generic giant Teva Pharmaceuticals will launch the first generic version of Victoza (liraglutide injection 1.8mg) in the U.S, making it the first generic GLP-1 drug to enter the U.S. market. The patent for Novo Nordisk–developed liraglutide is set to expire until November 18, 2024. Other popular GLP-1 drugs, such as semaglutide (marketed as Ozempic and…

As pharma giants like Darmstadt, Germany–based Merck KGaA announce new pacts with AI companies, the drug development landscape is witnessing a familiar pattern of emerging tech adoption. AI’s promise of faster, more efficient drug discovery has captured the industry’s imagination, leading Big Pharma to ramp up investment in AI startups and partnerships. Yet, the technology’s…

In the emerging field of digital pathology, Aleksandra Zuraw, DVM, Ph.D., DACVP, is one of the most prominent voices. Her journey to this position, however, was far from straightforward. When Zuraw was 12, she dreamed of becoming a veterinarian, picturing herself following in the footsteps of the British veterinary surgeon James Herriot, tending to “All Creatures…

Today, Lilly announced promising data for the SURMOUNT-OSA phase 3 clinical trials testing tirzepatide in adults with moderate-to-severe obstructive sleep apnea (OSA) and obesity. The company shared the data at the American Diabetes Association’s (ADA) 84th Scientific Sessions while publishing them in The New England Journal of Medicine (NEJM). The SURMOUNT-OSA phase 3 trial consists…

In terms of treatment outcomes, the LGBTQ+ community continues to face significant disparities. For instance, a recent study in JAMA on breast cancer outcomes reported that those from sexual and gender minority groups were more likely to face delays in diagnosis. LGBTQ+ patients were also more likely to decline oncologist-recommended therapies while experiencing a three-fold…

Empress Therapeutics, which exited stealth mode a year ago, has already discovered 15 drug leads across multiple diseases and target classes. Launched in 2020, the Flagship Pioneering startup is now driving towards filing multiple IND applications within the next 24 months. While AI has played a role in compressing those timelines, the company is focusing…

Athos Therapeutics is a clinical-stage biotech focused primarily on developing precision small molecule therapeutics for autoimmune diseases and chronic inflammatory diseases. Like a growing number of biotechs, Athos is giving machine learning a prominent role in its drug discovery approach. Its advanced AI/ML platform integrates patient samples and data from global hospital systems to identify…

Featured on the cover of Nature Machine Intelligence, one of Iambic Therapeutics‘ AI platforms, known as NeuralPLexer, can accurately predict protein-ligand complex structures. The platform excels at predicting the complex 3D structures formed when proteins bind with drug-like molecules. In a benchmark study featured in the publication, NeuralPLexer outperformed other systems, including AlphaFold2, in its…

Imagine tripling or quadrupling the speed at which eligible patients are matched to potentially life-saving cancer trials. That’s the promise of ConcertAI’s AI-powered screening technology, which demonstrated a 3 to 4 times efficiency gain over traditional EMR-based methods in a recent study presented at the American Society of Clinical Oncology (ASCO) conference. Focusing on relapsed…