December 2025

Top 40

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Metabolomics

Spectral libraries and origin-aware annotation advance LC-MS metabolomics

Systems biology

Inferring kinetics and time labels from nascent, untimed, and mistimed transcriptomic data

Tools & infrastructure

Benchmarks expose setting-dependent limits of learned protein-ligand binding and docking

Epigenomics

Hi-C-based 3D models resolve ecDNA, nuclear organization and replication timing

Tools & infrastructure

Browser and agent-driven tools standardize EV, transcriptomic and omics plotting workflows

6 Automated pipelines convert raw sequence data into queryable, reusable genomic resourcesTools & infrastructure

7 Tissue-wide planar cell polarity emerges from local signals in cellular Potts modelsSystems biology

8 New callers resolve CNVs, structural variants, uniparental disomy and aneuploidy from NGSGenomics

9 Spatial statistics and dimension reduction resolve molecular patterns in omics dataProteomics

10 Learned multi-omics integration spans single-cell clustering and patient survivalSingle-cell

11 Physical polymer models connect 3D genome organization to regulatory outputEpigenomics

12 Sequence language models probed for genome generation, ancestry, and chromatin loopsML / AI methods

13 DFT reference data refines torsion parameters and hybrid ML/MM simulation setupStructural bio & protein design

14 Deep learning links routine histology and multi-omics to cancer biomarkersML / AI methods

15 Agents chain target discovery, pocket design, and PK simulation for therapeutic designML / AI methods

16 Tissue-resolved metabolic models, spatial lipidomics, and curated MASH transcriptomicsMetabolomics

17 Curated enzyme databases with HMM pipelines expand halogenase and PET-degrader discoveryTools & infrastructure

18 Curated databases pair bioactivity records with structural and mechanistic annotationTools & infrastructure

19 Software tools for batch correction, cfDNA fragment analysis and proteomics QCTools & infrastructure

20 Curated databases structure microbial habitat, antigen, lysin and biosynthetic gene dataML / AI methods

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21 Transformer and foundation models are learning microbial traits from genomes and…ML / AI methods

22 Network and generative models of AML treatment response and drug designSystems biology

23 Computational tools map Plasmodium population genomics and recurrence inferenceTools & infrastructure

24 Modeling choices alter conclusions drawn from gene regulatory network analysesSystems biology

25 Learned models expand protein conformational sampling and sequence-energy fittingStructural bio & protein design

26 Atlases and tools link GWAS loci and QTLs to cell types, pathways, and mechanismsGenomics

27 Fusing sequence, structure and graph features for multimodal interaction predictionML / AI methods

28 Explicit mechanistic models of promoter, stress-response and allosteric dynamicsSystems biology

29 Language and graph foundation models target drug repurposing and molecule generationML / AI methods

30 Mechanistic and latent models infer treatment response dynamics from sparse dataML / AI methods

31 Inferring cell trajectories and tissue heterogeneity from single-cell transcriptomesSingle-cell

32 Causal and non-additive models resolve plasma protein genetic effectsGenomics

33 Knowledgebases now map regulatory elements and GWAS variants onto genes and traitsGenomics

34 Distinguishing intrinsic criticality from latent drive in spiking and EEG modelsSystems biology

35 Expert curation anchors scalable annotation of biomedical literature and omics metadataTools & infrastructure

36 Protonation and ion handling shape membrane transport and penetration in MD simulationsStructural bio & protein design

37 Repeats and chromatin context shape genome architecture and regulatory variationEpigenomics

38 Combinatorial path and block alignment formalized for pangenomes, genealogies, syntenyGenomics

39 Genome-scale constraint maps proto-gene precursors and duplicate-gene divergenceGenomics

40 Computational methods sharpen spatial positioning and clone tracing in imaging assaysTranscriptomics

December 2025

Top 40

Spectral libraries and origin-aware annotation advance LC-MS metabolomics

Inferring kinetics and time labels from nascent, untimed, and mistimed transcriptomic data

Benchmarks expose setting-dependent limits of learned protein-ligand binding and docking

Hi-C-based 3D models resolve ecDNA, nuclear organization and replication timing

Browser and agent-driven tools standardize EV, transcriptomic and omics plotting workflows

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