2026-04-11

Top 40

BACKFILLED Code and industry signals are partial for backfilled days.

Single-cell

Linking single-cell chromatin profiles to regulatory architecture across contexts

Multiomic chromatin profiles now pair with deep learning, evolutionary, and spatial data to model cell-type regulatory logic.

Genomics

Multiplexed assay data and benchmarks anchor variant-level accuracy claims

Explicit benchmarking and multiplexed experimental data now anchor variant calling and effect classification accuracy claims.

Transcriptomics

Design-aware statistics for single-cell and spatial transcriptomics inference

Recent preprints and publications apply design-aware statistics to zero-inflated, longitudinal, and spatial single-cell data.

Tools & infrastructure

Reproducible tooling spans environment builds, workflow export and omics result storage

Recent bioinformatics papers and preprints target provenance of computational environments, workflows and analysis outputs, not only the data they process.

Single-cell

Generative models recover structure from noisy or incomplete transcriptomic measurements

Recent items pair deep generative, prototype, and foundation-model approaches with explicit covariate and missing-modality handling in latent spaces.

6 Benchmarks expose limited cross-cohort generalisation of biomedical predictive models↑ 1.7×ML / AI methods 7 Read-level tools link sequences to phenotypes, mutation rates and taxonomyGenomics 8 Learned representations recover regulatory structure from sequence and expressionML / AI methods 9 Benchmarks and new pipelines target QC and taxonomic accuracy in sequencing analysisTools & infrastructure 10 Learned models predict molecular interactions, enzyme specificity and metabolic networksML / AI methods 11 Learned sequence models are benchmarked and designed for DNA, phage, and protein tasksML / AI methods 12 Graph representations feed task-specific heads for drug, protein and glycan predictionML / AI methods 13 Diffusion and deep generative models couple structure generation with MD and QM dataStructural bio & protein design 14 Software and knowledgebases map RNA modification, splicing and repeat expressionTools & infrastructure 15 Whole-genome comparisons resolve duplication, transfer, and symbiosis gene evolutionGenomics 16 Uncertainty quantification and calibration frameworks for systems biology modelsSystems biology 17 Benchmarks test cofolding and property models on kinase states and activity cliffsStructural bio & protein design 18 Faster folding inference and deterministic MD clustering reshape conformational samplingStructural bio & protein design 19 Long-read and mass-spec tools resolve immune receptor loci and HLA allotypesTools & infrastructure 20 Genomic position and 3D context inform regulatory element output in yeast and BrassicaEpigenomics