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Elix and University of Vienna Aim to Advance Drug Discovery Using AI
Tokyo-based Elix and the University of Vienna signed a joint research agreement aimed at advancing drug discovery using AI technologies.
One of Elix’s business models is the provision of its integrated AI drug discovery platform, Elix Discovery
, developed under the concept of “medicinal chemists can truly use it.” The product comes with an intuitive graphical user interface (GUI) that automatically constructs predictive models for optimal compound profiling. Elix says it also features diverse structure generation capabilities, with a strength in “proposing structures that humans would not conceive.”
By integrating curated structure generation models, including proprietary ones, with predictive models and parameters built into the intuitive GUI, researchers can rapidly and intuitively refine molecular design, notes a company spokesperson, adding that platform supports both ligand-based drug design (LBDD), including pharmacophore modeling and structure-based drug design (SBDD), the latter utilizing docking simulations and other methods, thus enabling exploration across a broader range of approaches.
The second business model focuses on collaborative drug discovery research with pharmaceutical companies, biotech ventures, and academia.
Led by Julien Orts, MSc, PhD, associate professor at the University of Vienna, this research group specializes in NMR spectroscopy techniques to decode the atomic-resolution structures, dynamics, and interactions of biomacromolecules. The lab’s primary focus involves studying protein conformational switches and allostery in signaling, utilizing groundbreaking methodologies they developed such as INPHARMA for validating small-molecule binding modes and NMR for the automated determination of protein-ligand structures.
INPHARMA is a European research and training network focused on improving drug formulation processes, enhancing patient safety, and reducing animal testing in pharmaceutical development.
By applying exact nuclear Overhauser enhancement (eNOE) distance measurements with 0.1 Å accuracy to resolve protein ensembles, scientists in the Orts Lab note that they provide the thermodynamic insights necessary to tackle undruggable targets and advance modern structure-based drug design.
In this joint research project, Elix will collaborate with the Orts research. The parties see this arrangement as merging Elix’s proprietary expertise in chemoinformatics-based approaches and AI-driven molecular generation with the Orts group’s capabilities in structural dynamics and NMR-validated molecular interactions.
The collaboration aims to design and develop novel compounds against traditionally undruggable targets, with a specific focus on intrinsically disordered proteins (IDPs) and proteins implicated in epigenetic signaling and cancer. By integrating AI’s predictive power with experimental atomic-resolution data, the project seeks to bypass the limitations of traditional drug discovery, delivering new therapeutic insights and next-generation candidates for complex diseases, according to the researchers.
We are thrilled to partner with Elix to bridge the gap between advanced structural biology and artificial intelligence. My laboratory has always been driven by the desire to push the boundaries of what NMR can achieve in drug discovery,” says Orts. “By combining our ability to resolve protein dynamics at atomic precision with Elix’s sophisticated AI-driven generation, we can move beyond static structures and begin to target the complex, transient behaviors of proteins that were once considered out of reach. This synergy is exactly what is needed to accelerate the discovery of transformative medicines for the next generation.”
“At Elix, our mission is to rethink drug discovery by bridging cutting-edge AI with experimental innovation,” points out Shinya Yuki, PhD, CEO at Elix. “Collaborating with the [Orts] group allows us to pursue this mission on a global scale, uniting expertise in AI drug discovery with structural biology. We believe this partnership will open new possibilities for targeting diseases that have long remained beyond the reach of traditional drug discovery.”
The post Elix and University of Vienna Aim to Advance Drug Discovery Using AI appeared first on GEN – Genetic Engineering and Biotechnology News.
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STAT+: Trump administration revises rebate pilot for 340B drug discount program, angering hospitals
The Trump administration has revised the terms of a pilot effort that allows some drugmakers to offer rebates to certain hospitals and clinics for purchased medicines, a controversial move that may transform a key tenet of a federal drug discount program.
The anticipated pilot for the 340B Drug Pricing Program, which is slated to go into effect on Jan. 1, 2027, will allow pharmaceutical companies to provide “timely” rebates, rather than offering upfront discounts. The program targets specific drugs and pharmaceutical companies that are involved in the first two rounds of the Medicare Drug Price Negotiation Program.
“This revised pilot helps modernize program oversight by improving visibility into 340B transactions while helping preserve the program’s long-term sustainability for the patients and communities it was created to serve,” said Tom Engels, who heads the Health Resources and Services Administration, the government agency that oversees the program, in a statement.
The Trump administration has revised the terms of a pilot effort that allows some drugmakers to offer rebates to certain hospitals and clinics for purchased medicines, a controversial move that may transform a key tenet of a federal drug discount program.
The anticipated pilot for the 340B Drug Pricing Program, which is slated to go into effect on Jan. 1, 2027, will allow pharmaceutical companies to provide “timely” rebates, rather than offering upfront discounts. The program targets specific drugs and pharmaceutical companies that are involved in the first two rounds of the Medicare Drug Price Negotiation Program.
“This revised pilot helps modernize program oversight by improving visibility into 340B transactions while helping preserve the program’s long-term sustainability for the patients and communities it was created to serve,” said Tom Engels, who heads the Health Resources and Services Administration, the government agency that oversees the program, in a statement.
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Microbiota-Derived Metabolite Enhances HIV Therapy in Monkeys
HIV infection remains a major global public health issue. In 2025, an estimated 40.9 million people were living with HIV, and approximately 1.2 million people acquired new HIV infections. In 2025, around 570,000 people died from AIDS-related illnesses worldwide.
Gut-associated lymphoid tissue is an early target of HIV. The virus severely damages the immune and epithelial cells in the gut’s lining, leading to an inflamed, leaky gut, a weakened defense system, and decreased nutrient absorption. The virus also disrupts mitochondrial function.
Even with strict adherence to antiretroviral therapy (ART), many people living with HIV have persistent gut inflammation caused by the virus. Previous research has suggested the bacterium Lactiplantibacillus plantarum—a common lactic acid bacterium found in the human gut, over-the-counter probiotics, and fermented foods—could quickly heal the chronically inflamed leaky gut associated with HIV.
Now, researchers have identified the metabolite that repairs gut damage caused by HIV infection and significantly improves the effectiveness of ART in the nonhuman primate model of HIV/AIDS.
The findings were published in Nature Microbiology in the paper, “Microbiota-derived 10-hydroxystearic acid activates PPARα to restore gut epithelial barrier integrity and enhance anti-retroviral therapy.”
“Current HIV therapies are remarkably effective at controlling viral replication, but they do not fully repair the profound damage HIV causes in the gut,” said Satya Dandekar, PhD, professor in the Department of Medical Microbiology and Immunology at UC Davis Health. “Our findings suggest that restoring the gut’s structural and immune health can enhance antiretroviral treatment and opens an entirely new avenue for achieving more durable control of HIV.”
For this study, the researchers identified metabolites produced by L. plantarum in the virally inflamed gut environment in the non-human primate model of HIV/AIDS. Among the hundreds of molecules created by L. plantarum, one metabolite, 10-hydroxystearic acid (10-HSA), emerged as the strongest candidate for repairing the gut barrier and reducing inflammation.
Using X-ray crystallography showed that 10-HSA directly binds to PPAR-alpha, a nuclear receptor that regulates key biological processes. This binding promoted inducing lipid metabolism, mitochondrial regeneration and subsequent epigenetic histone crotonylation, thereby promoting gut epithelial renewal.
The team also conducted two independent studies at the UC Davis National Biomedical Research Institute in non-human primates infected with simian immunodeficiency virus (SIV). The first study evaluated 10-HSA without ART, which led to intestinal repair, improved key markers of gut function, improved mitochondrial health, reduced inflammatory signaling and partially restored the gut microbiota.
When 10-HSA was given in combination with ART, the combined treatment showed faster clearance of viral burden than ART alone. The combination also promoted faster recovery of gut immune cells, reduced immune activation, restored epithelial barrier integrity and restored beneficial gut microbiota and microbial diversity.
“The findings suggest repairing the tissue damage caused by HIV may be as important as suppressing the virus itself with antiretroviral therapy,” said Dylan Kramer, PhD, a recent graduate from the Dandekar Lab. “By rebuilding the gut barrier, restoring mitochondrial function and reducing inflammation, 10-HSA helps create conditions that support stronger immune recovery and more effective antiviral therapy for HIV.”
The authors caution that the results are from preclinical models. The studies showed no adverse effects. The research supports testing the safety and effectiveness of 10-HSA in humans.
“Our research shows that host health, microbial health and viral control are deeply interconnected,” Dandekar said. She noted that treating the damaged gut ecosystem facilitates recovery of the immune system, leading to regained functions that have been lost during HIV infection. Additionally, treating the damaged gut during HIV infection can improve outcomes beyond what antiviral drugs can achieve alone.
“The restoration of gut barrier integrity and microbial balance through 10-HSA supplementation may represent a promising therapeutic strategy, with implications that extend beyond HIV to other chronic inflammatory diseases of the gastrointestinal tract,” Dandekar said.
The post Microbiota-Derived Metabolite Enhances HIV Therapy in Monkeys appeared first on GEN – Genetic Engineering and Biotechnology News.
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Lilly and Resilience invest $750M in diabetes and obesity drug device supply
The investment will expand Resilience’s U.S. capacity to make the KwikPen device Eli Lilly uses to deliver its injectable diabetes and obesity medicines.
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