Amgen has developed a machine learning platform to slash clinical trial times through smarter site selection. Known as ATOMIC, short for Analytical Trial Optimization Module, the system crunches disparate datasets to predict optimal trial locations, expedite enrollment and trial processes. Early results indicate more than a two times increase in enrollment speed at ATOMIC sites.…
Rice Biotech Launch Pad plans to make Houston a top-tier biotech hub
Houston boasts many world-class assets that have made it a formidable player on the global stage. From the world’s largest medical complex to mission control for the cosmos, few other cities can compete with its diverse strengths. Houston is also home to the prestigious Rice University, renowned for its leading science and engineering programs. Houston,…
Medable: AI-powered platform can halve trial build times
Decentralized clinical trial pioneer Medable unveiled an intelligent automation technology at the JP Morgan Health Care Conference, claiming it can slash standard trial build timelines by at least 50%. This development hinges around electronic clinical outcomes assessment (eCOA) — a common bottleneck in trial startups. “We’ve used AI to essentially take a protocol and translate…
Using AI to unlock new uses for existing cancer medicines
Repurposing is a drug development strategy that has been widely applied in cancer. This strategy, sometimes called label expansion, involves obtaining FDA approval to market a drug for the treatment of new indications, alone or in combination with other drugs. Not only can this approach extend the window of patent protection for a commercialized drug,…
Insilico Medicine’s latest AI-engineered drug ISM5411 could provide a novel approach for treating IBD
Capping off a busy 2023, Insilico Medicine has announced a potentially first-in-class oral PHD inhibitor for the treatment of inflammatory bowel disease (IBD). ISM5411 is the fifth AI-backed drug candidate from Insilico Medicine to reach clinical stages. ISM5411 targets prolyl hydroxylase domain (PHD) enzymes via modulation of the hypoxia-inducible factor (HIF) pathway, which is involved…
At AWS re:Invent, Pfizer exec frames digital as a core business strategy
In the midst of a global pandemic, Pfizer, under the leadership of its chief digital and technology officer Lidia Fonseca, achieved what was once thought impossible. The company, with the partnership of BioNTech, developed a COVID-19 vaccine in only 269 days, a process that traditionally would have taken 8 to 10 years. While prior research…
Genmab’s data-driven strategies speed up drug commercialization
Genmab’s senior vice president, global head of data science and AI, Hisham Hamadeh, describes the company’s journey to becoming “a data-driven decision-making company.” In one sense, there is little choice but to do so. “We’re swimming in data like never before. We’ve seen the volumes of data, the ability to compute on that data, and…
Nipocalimab shows promise in RA subgroups in phase 2a IRIS-RA study
Johnson & Johnson’s nipocalimab, which works by targeting the neonatal Fc receptor (FcRn), has the potential to treat an array of autoimmune conditions. But the antibody recently hit a snag in the first-ever clinical study of an FcRn inhibitor in rheumatoid arthritis (RA), missing its primary endpoint. The development has sparked debate within the rheumatology…
Cybin sees near future for psychedelic therapy after promising interim phase 2 data
With promising interim phase 2 data in hand, Cybin believes psychedelic therapy will become a reality in the “not too distant future,” according to CEO Doug Drysdale. As recently as the 1990s, it would be difficult to imagine that a psychedelic drug would potentially be a clinical option for a mood disorder like depression. But…
The future of MDD treatment: A comparative table highlighting the emergence of fast-acting therapies
The treatment landscape for major depressive disorder (MDD) continues to diversify, and in the coming years, psychedelic options may be available, including COMPASS Pathways COMP360 and the deuterated psilocybin analog CYB003 from Cybin. CYB003 demonstrated a significant -14.08 point reduction in MADRS score, a 53.3% response rate, and a 20% remission rate at a 12mg…
How a data lakehouse can give you a panoramic view of your AI-enabled clinical trials
In recent years, the term “data lakehouse” has entered the lexicon of data professionals. For AI-enabled clinical trials, the lakehouse architecture promises seamless integration of diverse data streams, spanning patient health records to real-time sensor data, all processed efficiently and queried in structured formats. The lakehouse architecture aims to provide a comprehensive overview of data,…
NLP in drug discovery and the quest for the ‘right’ research elements
In drug discovery and development, data sources are as diverse as they are plentiful. There are comprehensive databases brimming with molecular targets, cellular processes, genomic sequences, proteomic profiles, and metabolite patterns that shed light on disease pathways. Data possibilities in the patient care realm are similarly vast, spanning electronic medical records, imaging datasets, and even…
GLP-1 drug tirzepatide shines in SURMOUNT-3 trial with weight loss of 26.6%
In the phase 3 SURMOUNT-3 trial, tirzepatide recipients saw some of the most impressive weight loss results among trials of GLP-1 drugs, including most notably semaglutide. In the study, participants’ total mean weight loss was 26.6% over 84 weeks following a 12-week intensive lifestyle intervention and subsequent tirzepatide treatment. In all, participants who received tirzepatide…
Mirikizumab shows continued promise for ulcerative colitis after regulatory hiccup
Lilly has announced that its interleukin-23 blocker mirikizumab demonstrated promise in patients with moderately to severely active ulcerative colitis (UC) in the ongoing open-label LUCENT-3 extension study. The trial evaluated two-year efficacy and safety of the monoclonal antibody in patients who had previously undergone UC treatments, including biologics, that were ineffective, stopped working, or were…
Guselkumab shows durable benefits in Crohn’s disease in LTE of phase 2 study
The interleukin-23 blocker guselkumab (Tremfya) continues to show promise in treating Crohn’s disease (CD). First winning FDA approval for plaque psoriasis in 2017, guselkumab recently demonstrated robust efficacy and a consistent safety profile in the long-term extension of the GALAXI Phase 2 study for CD. Some 54.1% of patients receiving guselkumab achieved clinical remission by…
Alzheimer’s at an inflection point as drug and diagnostics breakthroughs emerge
Alzheimer’s disease research appears to be hitting its stride, thanks to recent therapeutic advances in drug development and the emergence of biomarkers to detect the condition. “All the pieces of the puzzle of precision medicine, which is already quite common in oncology, are now in place,” said Hartmuth Kolb, vice president, neuroscience biomarkers and R&D…
More than a century after its synthesis, MDMA could be headed for FDA approval for PTSD
First synthesized in 1912 by Merck, the empathogenic drug 3,4-Methylenedioxymethamphetamine (MDMA) is inching toward FDA approval following the positive results of a phase 3 study. The recently concluded phase 3 study, MAPP2, published in Nature Medicine, found that MDMA-assisted therapy significantly outperforms traditional talk therapy in reducing PTSD symptoms. Participants receiving MDMA-AT had an 86.5%…
The multi-billion dollar promise of efgartigimod and the broader FcRn inhibitor market
Thanks to promising candidates such as efgartigimod, the Fc receptor (FcRn) inhibitor market is poised to reshape the autoimmune disease treatment landscape. Sales projections for the market top $10 billion, as Driehaus Capital Management estimated in 2020. The addressable U.S. patient base spans more than 228,500 individuals across various conditions including myasthenia gravis, warm autoimmune…
30 biotech startups making waves
The biotech industry is facing a reckoning in 2023. To date, roughly 100 biopharmas have cut workers this year, matching the total number of layoffs in the sector in 2022. Many biotech startups have been hit hard. The wave of job cuts comes on the heels of a biotech boom following the COVID-19 pandemic, when…
How synthetic data accelerates oncology research and drug development
Synthetic data in oncology is transforming how researchers and developers approach real-world evidence. They often need this evidence to test hypotheses, predict outcomes and develop algorithms. But privacy constraints and access related to patient data can create delays and lengthen project timelines. Oncology drug researchers and developers have recently begun using synthetic data in oncology…
At Day 21, low-dose ketamine KET01 shows no statistical edge over placebo
Ketabon GmbH revealed positive top-line results from its phase 2 KET01-02 study investigating KET01, an oral slow-release formulation of oral ketamine, for treatment-resistant depression (TRD). Results were promising initially. Investigators noted improvements in depression severity as early as day 4, but data were not statistically significant over placebo at day 21. A look at Ketabon…
A checklist for unlocking the promise of AI in clinical trials
AI algorithms offer a myriad of advantages for clinical trials. AI techniques can, for instance, support patient enrollment and site selection, improve data quality and enhance patient outcomes. AI algorithms — combined with an effective digital infrastructure — can also help aggregate and manage clinical trial data in real time, as Deloitte has noted. Last…
New AI tool InClinico predicts clinical trial outcomes with 79% accuracy: A closer look with InSilico CEO, Alex Zhavoronkov
Roughly nine out of ten clinical trials fail as a result of factors such as lack of efficacy and unmanageable toxicity, as the journal Pharma Excipients has noted. After seven years of development, Insilico Medicine has scored a breakthrough with its generative AI tool, inClinico. In particular, the tool demonstrated 79% accuracy in predicting the…
In data we trust: AI’s growing influence on drug development
The journey to developing a successful drug, theoretically, may appear linear: you discover the right drug, find the suitable patient and administer it at the right time. The reality, however, often deviates from this straightforward path. Aligning these three variables remains notoriously difficult, often leading to elongated timelines strewn with failures, sometimes extending over a…
Novel therapy shows promise in improving corneal edema treatment
Cataracts are one of the most common ailments of an aging population, manifesting in the fifth or sixth decade of life. This condition, which leads to blurred or cloudy vision, is caused by proteins that break down in the lens of our eyes, forming an increasingly opaque mass. Although cataracts can cause blindness if untreated,…