Week 45, 2026 · Nov 2 – Nov 8 · so far

Top 40

Single-cell

Frozen single-cell foundation models extended to multimodal completion and reconstruction

Transcriptomics

Separating spatial context from cell identity in spatial transcriptomic variation

Single-cell

Single-cell perturbation response models are coupled to regulatory, pathway and temporal…

Tools & infrastructure

Curated portals, databases and workflows consolidate spatial and single-cell data for…

Tools & infrastructure

Cell-, tissue- and spatially resolved omics atlases enable deconvolution, causal…

6 Reference choice and tissue-aware models reshape somatic variant detection across human…Genomics

7 Generative models produce protein conformational ensembles guided by experimental dataStructural bio & protein design

8 Inferring unmeasured spatial omics layers from histology, transcripts and host signalsML / AI methods

9 LLM agents and biological models are being tested and constrained against explicit…ML / AI methods

10 Curated resources link experimental binding and specificity data to molecular structuresTools & infrastructure

11 Curated microbial genome and metagenome resources support strain, plasmid and metabolic…Tools & infrastructure

12 New isoform quantification methods reduce mapping ambiguity and are benchmarked against…Transcriptomics

13 Transcriptomic models are evaluated by transfer design, calibration and identifiabilitySingle-cell

14 LLM agents orchestrate bounded, provenance-tracked biology workflowsML / AI methods

15 LLM agents ground omics and clinical genomic analysis in executable skills, memory, and…ML / AI methods

16 Molecular profiles are being linked to individual clinical outcome predictionsSingle-cell

17 Assay-aware and protocol-matched ML models for prioritizing small moleculesML / AI methods

18 Pretrained and conditioned models guide DNA, RNA, protein, and antibody designML / AI methods

19 Modeling glioblastoma invasion and proliferation from MRI and single-cell imaging dataSystems biology

20 Whole-genome doubling tracked as subclonal evolution across human cancersEpigenomics

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21 Statistical methods for microbiome inference under compositionality and confoundingML / AI methods

22 Sequence-to-function models are fine-tuned and extended to score noncoding variants at…Epigenomics

23 Learned and accelerated methods now operate directly on raw reads and pileupsSingle-cell

24 Coupled Models Link Chromatin Organization to Hydration and Cohesin KineticsEpigenomics

25 Imaging and spatial data tools embed attribution, heterogeneity modeling and benchmarkingML / AI methods

26 Computational tools standardize benchmarking and interpretation of variantsTools & infrastructure

27 Graph pangenomes and simulation reveal structural variation driving genome evolutionGenomics

28 Mechanical and diffusive forces modelled as generators of tissue and pattern geometrySystems biology

29 Structural modelling links disease-associated variants to altered protein featuresStructural bio & protein design

30 Learned scores prioritize protein variants, binding pockets and complex interfacesStructural bio & protein design

31 Explicit reference criteria for evaluating biological model outputs and representationsEpigenomics

32 Curated databases catalog cell markers, enhancers, tRNA modifications and lncRNAs across…Tools & infrastructure

33 Bursty production shapes timing, rhythm transmission and signaling informationSystems biology

34 Deep learning models decode 3D chromatin architecture from Hi-C contact matricesEpigenomics

35 Metabolic measures linked to genetic and clinical evidence in large human resourcesGenomics

36 Parameter degeneracy and bursting transitions in minimal neuron and population modelsSystems biology

37 Network analysis tools shift toward interactive 3D, group-aware and omics-linked graph…Tools & infrastructure

38 Discovery Database (auto label)Tools & infrastructure

39 Chromosome-scale genomes reveal organelle-host metabolism and sex chromosome evolutionGenomics

40 Learned priors and fragment-ion evidence under validation in MS/MS identificationMetabolomics

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