Top 40
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Genomics
Updated tools for microbial pangenomics, plasmid recovery and phylogenetic inference
Recent preprints and a published typing study report updated workflows, algorithms and analysis tools for prokaryotic and metagenomic genomics.
ML / AI methods
LLM agents gain verification gates for auditable biological analysis workflows
Biology-focused LLM agents are being built with provenance checks, gated outputs and independent confirmation to make automated analyses auditable.
Single-cell
Single-cell multiomics resolve cell-type regulation across tissues, species and age
Atlas-scale single-cell references now span the human lifespan and non-model species, enabling cell-type regulatory comparisons across tissues and donors.
Genomics
Haplotype-resolved pangenome methods refine genome assembly, ancestry and copy number
Population-scale pangenome resources now feed gap patching, ancestry inference and haplotype-aware copy number and diversity analysis.
Tools & infrastructure
Evaluation protocols test trustworthiness of single-cell and structural predictors
New benchmarks and taxonomies test whether single-cell and structure predictors yield trustworthy biological conclusions.