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Genomics initiative could boost AI-designed therapeutics

A new initiative is set to generate and model biological data at the trillion-gene scale, paving the way to scale AI-designed therapeutics.
The Trillion Gene Atlas, developed by Basecamp Research in collaboration with Anthropic, Ultima Genomics, PacBio, and NVIDIA AI infrastructure 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, unveiled during the Health Track at SXSW and the NVIDIA GTC conference in San Jose, could help drive AI drug development and therapeutic design.
“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.”
Trillion Gene Atlas to expand genomics data
With huge 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 one1 million newly discovered species, EDEN unlocked critical new scaling laws for AI in biology.
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.
The tool is enabled by advances in ultra-high-throughput short- and long-read sequencing and accelerated computing. Basecamp has partnered with Ultima Genomics and PacBio to deliver industrial-scale sequencing including data-rich, high-accuracy long reads.
“PacBio HiFi sequencing delivers highly accurate long reads that preserve full genomic context and enables subspecies and even strain-level resolution in complex samples,” said Christian Henry, President and CEO of PacBio.
“HiFi data provides the reliable, information-rich foundation biological AI models need to learn from nature at scale and power initiatives like the Trillion Gene Atlas.”
“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,” added Gilad Almogy, Founder and CEO of Ultima Genomics.
“We strongly believe that AI will have an immense impact on our understanding of biology and human health, and the UG200 Series was designed from the ground up to enable the massive datasets required for BioAI to deliver on this promise. We are excited our technology can enable Basecamp in their vision and advance innovative initiatives like the Trillion Gene Atlas.”
The post Genomics initiative could boost AI-designed therapeutics appeared first on Drug Discovery World (DDW).
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Spatiotemporal Multiomics Charts Cellular Dynamics of Liver Metastasis
Metastasis remains one of cancer’s most difficult biological transitions to capture: tumor cells must leave a primary tumor, survive circulation, enter a distant organ, and then either disappear, persist, or eventually grow into clinically detectable lesions. A spatiotemporal study in mice and human samples identifies transient tumor-cell and immune-niche states that may offer windows for intercepting metastatic colonization.
A new study published in Science provides a high-resolution look at that process in liver cancer, suggesting that metastatic colonization unfolds through ordered changes in both disseminated tumor cells and the immune microenvironments that surround them.
In the study, “Spatiotemporal multiomics uncover tumor ecosystem dynamics during metastatic colonization,” researchers led by Yunfan Sun, MD, PhD, at Zhongshan Hospital, Fudan University, applied spatiotemporal multiomics to experimental hepatocellular carcinoma mouse models and human metastatic samples. Their goal was to reconstruct how disseminated tumor cells, or DTCs, survive the earliest stages of lung colonization and later transition into metastatic outgrowth.
The team integrated high-resolution spatial transcriptomics, single-cell RNA sequencing, and chromatin-accessibility profiling across nine sequential stages of lung colonization in mouse models. The resulting atlas followed liver cancer cells from their first arrival in the lungs through later metastatic progression, while also mapping changes in nearby immune cells.
The analysis indicated that early metastatic seeding is not simply a random survival event. “After a massive innate immune clearance, primarily by neutrophils and natural killer (NK) cells, a rare subpopulation of DTCs survived by entering a transient, quiescent Phgdhhigh state,” the authors write. These cells were associated with an immune-scarce niche, allowing them to avoid elimination during a vulnerable early window.
Mechanistically, the authors linked this state to metabolic and epigenetic remodeling. Alveolar type 2 cells enriched near surviving DTCs appeared to promote the Phgdhhigh phenotype. Elevated PHGDH activity fueled one-carbon metabolism and increased levels of S-adenosylmethionine (SAM). That shift was tied to H3K27me3-mediated silencing of proinflammatory chemokine genes, including Ccl2 and Cxcl10, which would otherwise help recruit immune cells to the niche.
Perturbing this axis genetically or pharmacologically restored chemokine expression, increased immune surveillance, and reduced metastatic outgrowth in the models, according to the study. Lineage-tracing experiments further suggested that many macrometastases derived from ancestors that had passed through the transient Phgdhhigh state.
The researchers also identified a second niche-remodeling step before rapid metastatic expansion. At this stage, Cx3cr1high interstitial macrophages accumulated in the DTC niche. These “macrophages recruited immunosuppressive cells (T regulatory cells, neutrophils, and alveolar macrophages) and provided growth signals through the IGF1-IGF1R axis that trigger the transition of DTCs from quiescence to rapid proliferation,” the authors report in the study. Depleting these macrophages reduced metastatic burden in mouse experiments.
Together, the findings point to metastatic colonization as a temporally organized process shaped by reciprocal interactions between tumor cells and their local microenvironment. First, a rare tumor-cell state helps establish early immune evasion. Later, macrophage-driven remodeling appears to convert a quiescent niche into one that supports metastatic outgrowth.
Although the work is largely preclinical, the authors suggest that these transient states may represent vulnerabilities for micrometastasis-targeting approaches. By defining when and how early DTCs evade immune attack, the study offers a framework for developing interventions aimed not only at established metastases, but also at the earliest stages of metastatic colonization.
The post Spatiotemporal Multiomics Charts Cellular Dynamics of Liver Metastasis appeared first on GEN – Genetic Engineering and Biotechnology News.
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Replimune overcomes ‘messy data’ to secure positive adcomm vote for melanoma therapy
The FDA’s Cellular, Tissue and Gene Therapies advisory committee voted 10 to 3 in favor of Replimune’s immunotherapy for advanced melanoma in combination with Bristol Myers Squibb’s Opdivo, but trial design was a major sticking point as the panel deliberated.
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Replimune melanoma drug wins support of FDA panel

The positive vote came despite persistent concerns from FDA scientists and positions the company to bounce back from two earlier rejections.
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