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Trillion Gene Atlas Expands Evolutionary Datasets for Next-Generation AI Therapeutics

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The Trillion Gene Atlas, an initiative to generate and model biological data at the trillion-gene scale, has been launched by Basecamp Research in collaboration with Anthropic, Ultima Genomics, and PacBio. Powered by NVIDIA AI infrastructure, the Trillion Gene Atlas aims to expand known evolutionary genetic diversity 100-fold by collecting genomic data from more than 100 million species across thousands of sites worldwide. The initiative, which was unveiled during the Health Track at SXSW and the NVIDIA GTC conference in San Jose, is made possible by Basecamp’s growing network of global biodiversity partners.

The initiative is built on three pillars: large-scale DNA sequencing, global data supply partnerships, and advanced computing. Together with AI systems capable of reasoning across complex data, these foundations can help turn vast datasets into therapeutic discoveries. By increasing the evolutionary data available to AI by another 100x, Basecamp Research aims to make drug design faster and more systematic.

The project’s goal is to provide the diverse training data required for AI systems to learn from evolution to design new medicines on demand. “Today’s biological AI models are trained on a narrow slice of life on Earth,” said Glen Gowers, co-founder and CEO of Basecamp Research, speaking at SXSW in Austin. “The Trillion Gene Atlas expands the known genetic universe by orders of magnitude beyond what is in public databases. Training models at this scale establishes a new paradigm for programmable therapeutic design.”

With increases in model size and computing power, diverse data is a critical enabler for progress in AI drug development and real-world benchmarks. All current sequence-based foundation models rely on variants of the same public repositories, with 80% of these trained on a public database containing fewer than 250 million sequences.

Basecamp Research’s EDEN foundation models, released in January, bypass the industry’s evolutionary “data wall” by training entirely on BaseData—a proprietary genomic database that is currently more than 10 times larger than all public resources combined. By learning from an unprecedented 10 billion new-to-science genes across one million newly discovered species, EDEN unlocked new scaling laws for AI in biology.

This expansion in dataset diversity moved EDEN beyond simple prediction, making it the first model capable of designing diverse therapeutics directly from a disease prompt. In wet-lab validation, EDEN demonstrated zero-shot activity in primary human T-cells without any human or clinical data needed. The model has successfully generated hits across multiple frontier modalities, notably pioneering AI-Programmable Gene Insertion (aiPGI) to insert healthy genes and designing targeted antimicrobial peptides with a 97% hit rate against priority pathogens.

The Trillion Gene Atlas builds on this approach by greatly expanding the breadth and contextual depth of genomic data in the known “internet of biology” suitable for AI training.

“Biology has been fundamentally data-starved when compared to other fields like language or computer vision as researchers have lacked the tools required to generate data at scale,” said Gilad Almogy, PhD, founder and CEO of Ultima Genomics.

Over the past six years, Basecamp Research has built a network of scientific collaborators across 31 countries, establishing a scalable evolutionary genomics pipeline purpose-built for AI training. The company collects genomic data from ecosystems beyond the reach of traditional laboratories. As part of the Atlas launch, Basecamp is announcing new partnerships in Chile, Argentina, and an expanded collaboration in Antarctica, further extending its global biodiversity network.

The Trillion Gene Atlas will be powered by NVIDIA’s accelerated computing infrastructure to process vast quantities of genetic data at the petabase scale. As part of this effort, Basecamp plans to leverage NVIDIA Parabricks to significantly accelerate metagenomic assembly. Through parallelized data processing, automated annotation, and large-scale model training, the partners expect to compress a task that previously would have required more than 20 years of processing time to less than two years.

Anthropic joins as part of its broader effort to add new capabilities for life sciences: connecting Claude to more scientific platforms. By combining Claude’s advanced reasoning capabilities, EDEN’s therapeutic design capabilities, and NVIDIA’s CUDA-X Libraries to process unstructured data, the initiative aims to create an integrated workflow for interpreting complex clinical data and translating it directly into therapeutic design.

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Bioengineered Implants Deliver Multi-Drug Therapy in Animal Models

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In a new paper, scientists from Northwestern University and their collaborators at Rice University and Carnegie Mellon University report on their progress towards developing so-called implantable “living pharmacies.” These are tiny devices containing engineered cells that continuously produce medicines inside the body. Details of the study, which was done in rats, are published in Device in a paper titled “Design of a wireless, fully implantable platform for in-situ oxygenation of encapsulated cell therapies.” 

The device, which is called the hybrid oxygenation bioelectronics system for implanted therapy or HOBIT, is roughly the size of a folded stick of gum. It integrates engineered cells with oxygen-producing bioelectronics and is designed in such a way that the cells are shielded from the body’s immune system while also receiving oxygen and nutrients needed to keep them alive and producing drugs for several weeks. In the future, these devices could be deployed to treat chronic conditions without requiring patients to carry, inject, or remember to take medications. 

“This work highlights the broad potential of a fully integrated biohybrid platform for treating disease,” said Jonathan Rivnay, PhD, a professor of biomedical engineering and materials science and engineering at Northwestern and a co-principal investigator of the project. “Traditional biologic drugs often have very different half-lives, so maintaining stable levels of multiple therapies can be challenging. Because our implanted ‘cell factories’ continuously produce these biologics, keeping the cells alive with our oxygenation technology allows us to sustain steady levels [of] multiple different therapeutics at once.”

Solving the oxygenation challenge was critical to the success of HOBIT. When engineered cells are packed together in an implant, they compete for oxygen to live. Without a steady supply, many cells die, which limits how much medicine the implants can produce. In an earlier study, Rivnay and his collaborators demonstrated how a tiny electrochemical device could generate oxygen by splitting nearby water molecules, and showed that supplying oxygen locally dramatically improved the survival of implanted therapeutic cells. The latest iteration of their device integrates that oxygen-generation technology in a fully implantable, wireless system.

Digging into the details of the device, HOBIT contains three primary components: a cell chamber that holds the genetically engineered cells, a miniature oxygen generator, and electronics and a battery to regulate oxygen production and wirelessly communicate with external devices. Because the device produces oxygen directly inside the implant, the cells receive a steady supply even in hypoxic environments. “We are producing oxygen directly where the cells need it,” Rivnay said. “That allows us to support much higher cell densities in a much smaller space.” In fact, “cell densities in HOBIT were roughly six times higher than conventional unoxygenated encapsulation approaches.”

According to the paper, the team engineered the cells to produce three different biologics—an anti-HIV antibody, a GLP-1-like peptide used to treat type 2 diabetes, and leptin, a hormone that regulates appetite and metabolism. They implanted the devices under the skin of rats and monitored drug levels in their bloodstreams for 30 days. Blood measurements of animals with the implanted devices showed sustained levels of all three biologics throughout the study period. In contrast, in animals that were implanted with devices without oxygenation, the biologics that had shorter half-lives were undetectable by the seventh day. Drugs with longer half-lives in these animals also declined steadily over time. At the end of the testing period, roughly 65% of the cells in the oxygenated devices remained viable compared with roughly 20% in control devices.

For their next steps, the scientists intend to test their devices in larger animal models and explore disease-specific applications, including therapies based on transplanted pancreatic cells. “As these technologies continue to develop, devices like this could eventually act as programmable drug factories inside the body—delivering complex therapies in ways that simply aren’t possible today,” Rivnay said. 

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Gut-Immune Link Identified in Multiple Sclerosis-Related Neuroinflammation

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Multiple sclerosis (MS) is a debilitating neurological disorder caused by malfunctioning immune responses that target the brain and spinal cord of the central nervous system (CNS). New research led by Shohei Suzuki, MD, PhD, assistant professor, division of gastroenterology and hepatology, and Tomohisa Sujino, PhD, associate professor, School of Medicine, at Keio University, Japan, has now indicated how the gut can initiate neuroinflammation in multiple sclerosis.

Their study found that intestinal epithelial cells (IECs) promote the development of pathogenic T cells that migrated to the spinal cord and induced disease symptoms in mouse models of the disorder.

The researchers examined intestinal tissues from patients with MS and mice with experimental autoimmune encephalomyelitis (EAE), a close analog of MS. In both cases, they observed an increase in TH17 cells and an upregulation of major histocompatibility complex class II (MHC II) expression in IECs. Deleting MHC II in IECs reduced the accumulation of TH17 cells in the gut and lowered the severity of EAE. They suggest the results could inform future strategies for developing targeted therapeutics against autoimmunity.

“While current therapies for MS often target B cells, our study highlights the gut as an important therapeutic site,” Suzuki commented. “Modulating intestinal microbiota or antigen-presenting activity of IECs represents new approaches to treating autoimmune neurological diseases.”

Suzuki, Sujino, and colleagues reported on their findings in Science Immunology, in a paper titled “Intestinal Epithelial MHC Class II Induces Encephalitogenic CD4⁺ T Cells and Initiates Central Nerves System Autoimmunity,” in which they concluded, “Our findings reveal an interaction between gut IECs and neuroinflammatory diseases through MHC II expression in human MS and mouse EAE, providing a mechanistic link between gut immune education and CNS autoimmunity and opening new avenues for targeting intestinal immunity in neuroinflammatory diseases.

Failure of the immune system to distinguish ‘self’ from ‘non-self’ entities leads to excessive autoimmune responses against self-proteins like myelin, which forms a protective covering on the neurons. Multiple factors influence the onset and progression of MS, including genetic susceptibility, environmental triggers, and, more recently, the gut microenvironment. Patients with MS exhibit alterations in their gut microbiota, while the gut microbiota and microbial metabolites play a pivotal role in shaping the chronic autoreactive immune responses.  “…  in an experimental autoimmune encephalomyelitis (EAE) model, commensal or specific microbes were found to be essential for disease initiation and progression,” the authors wrote.

However, in trying to define this gut–CNS axis, the cellular mechanisms that relay the gut-derived signals to the immune system to influence autoimmune inflammation in the CNS remain poorly understood. “Increasing evidence shows that the gut microbiota influences neurological diseases such as Parkinson’s, Alzheimer’s, and MS,” Sujino stated. “However, the mechanisms linking gut microbes, intestinal immunity, and brain inflammation remain unclear. We were keen to identify how gut immune responses contribute to neuroinflammatory diseases.”

Prior research has shown that gut-derived signals can promote the differentiation of T cells into pathogenic T helper 17 (TH17) in mouse models of MS. Recent studies have suggested that IECs can function as antigen presenting cells that help induce these pathogenic cells, but the underlying mechanisms have been unclear.

Building on their previous observation that mild intestinal (ileal) inflammation exists in experimental autoimmune encephalomyelitis (EAE), which is a mouse model of MS, the authors set out to test whether similar inflammation is present in patients with MS. By performing single-cell RNA sequencing on intestinal biopsies, the team identified that inflammatory Th17 cells accumulate in the mouse EAE model as well as in the intestine of patients with MS, suggesting a conserved gut–CNS axis that may be active in human diseases.

In both EAE mice and patients with MS, intestinal epithelial cells upregulated antigen presentation pathways. Particularly, epithelial cells in the ileum had higher expression of major histocompatibility complex class II (MHC II) that presents antigens to CD4+ T cells. “Clinically, patients with MS exhibited an increased expression of epithelial MHC II–associated genes and an accumulation of CD4 T cells in the small intestine, suggesting the conservation of this gut-CNS axis in human diseases,” the scientists stated. Experiments showed that selective deletion of MHC II in IECs reduced pathogenic Th17 cell generation and disease severity. “Conditional deletion of MHC II in IECs showed that epithelial antigen presentation was indispensable for the local expansion of pathogenic Th17 cells in the gut and their subsequent migration to the CNS,” the team stated.

Immunofluorescence analysis was performed on terminal ileum samples from Cnt, IECΔMHCII, Cnt + EAE, and IECΔMHCII + EAE mice. A total of 3–5 tissue sections were analyzed per mouse, with 3 mice included in each group. [Shohei Suzuki]
Immunofluorescence analysis was performed on terminal ileum samples from Cnt, IECΔMHCII, Cnt + EAE, and IECΔMHCII + EAE mice. A total of 3–5 tissue sections were analyzed per
mouse, with three mice included in each group. [Shohei Suzuki]

IECs do not typically present antigens to immune cells. So, the team conducted co-culture assays to test the antigen presentation function of IECs. Their findings demonstrate that IECs can directly present antigens in an MHC II-dependent manner to prime CD4+ T cells in the gut. Notably, in these assays, IECs induced Th17 polarization of activated CD4+ T cells. It became clear that the gut was a critical site for immune activation of pathogenic CD4+ T cells that polarized into pro-inflammatory Th17 cells. “These findings provide direct functional evidence that IEC-expressed MHC II is sufficient to drive Th17 polarization from primed CD4 T cells in an antigen-dependent manner, supporting a direct role for IECs as non-professional antigen-presenting cells,” the scientists reported.

To investigate whether the Th17 cells directly contribute to the pool of autoreactive cells in the CNS, they used transgenic mice that express the Kaede protein, which undergoes photoconversion from green to red fluorescence upon exposure to violet light. This model allowed for precise tracking of pathogenic Th17 cells induced in the intestinal lamina propria that then migrate to the spinal cord and drive neuroinflammation.

Taken together, the study findings reveal a critical role for MHC II expressed by IECs in the expansion of pathogenic Th17 cells that subsequently migrate to the CNS during EAE, providing a mechanistic link between gut immune responses and autoimmune neuroinflammatory diseases. The results demonstrate that while systemic circulation allows T cell exchange across immune tissues, the epithelial–immune interactions within the gut mucosal compartment can essentially shape effector T cell responses in the brain.

“This study reveals a previously unknown role of IECs in antigen presentation and Th17 programming, thereby defining a gut-CNS immunological axis with important implications for understanding and treating autoimmune neuroinflammation,” the authors concluded. “Our findings suggest that the modulation of epithelial antigen presentation could serve as a novel therapeutic approach for MS and related diseases. Given the accessibility of the gut epithelium to dietary, microbial, and pharmacological interventions, targeting IEC–T cell interactions may offer a tractable strategy for immunomodulation.”

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GEN – Genetic Engineering & Biotechnology News

Agentic AI, Virtual Cell, LNP Vaccine Boosters, Engineered Organs, and Mergers

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This week, agentic AI steps into the limelight buoyed by the momentum from generative AI. And there’s a new virtual cell model in town courtesy of AI-drug developer Xaira Therapeutics. From the frontiers of AI, our discussion turned to feats of engineering in regenerative medicine and lipid nanoparticles. In one study, scientists redesigned LNPs to avoid the liver and accumulate in the lymph nodes. In the other, efforts to develop and implant a lab grown esophagus from donor pigs bear fruit. Finally, Novartis plans to spend up to $3 billion to expand its cancer pipeline with the acquisition of Pikavation Therapeutics. And Merck is acquiring Terns Pharmaceuticals for approximately $6.7 billion also with an eye towards boosting its cancer portfolio.

 

 

Listed below are links to the GEN stories referenced in this episode of Touching Base:

NVIDIA GTC 2026: Agentic AI Inflection Hits Healthcare and Life Sciences
By Fay Lin, PhD, GEN Edge, March 18, 2026

Xaira’s First Virtual Cell Model Is Largest To-Date, Toward Complex Biology
By Fay Lin, PhD, GEN Edge, March 25, 2026

Modified Lipid Nanoparticles Boost mRNA Vaccine Delivery to Lymph Nodes
GEN, March 24, 2026

Engineered Esophagus Rebuilds Missing Organ Segment in Pig Models
GEN, March 20, 2026

Novartis Acquires Pikavation for Up to $3B, Expanding Cancer Pipeline
GEN, March 22, 2026

Merck Bolsters Cancer Pipeline with $6.7B Terns Buyout
By Alex Philippidis, GEN Edge, March 25, 2026

Touching Base Podcast
Hosted by Corinna Singleman, PhD

Behind the Breakthroughs
Hosted by Jonathan D. Grinstein, PhD

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