Top 40
View all ›BACKFILLED Code and industry signals are partial for backfilled days.
Rank 1
Epigenomics
Quantitative lineage and spatial structure encoded in multicellular developmental data
Tracking tools and geometric models now yield parameterized, relational readouts of developmental mode from single-cell and chromatin data.
1 preprint · 4 published · ↑ 2.7× vs 4-wk avg
Rank 2 Single-cell
Single-cell computational methods link cell states to disease and drug response
Population-scale single-cell atlases and sample-level methods now attribute communication, drug response and disease trajectories to specific cell states.
6 preprints · 4 published · ↑ 2.5× vs 4-wk avg
Rank 3 ML / AI methods
Structure-constrained encoders now align and integrate spatial and single-cell omics
Contrastive, graph, and transport encoders are now applied to spatial and single-cell omics with explicit biological or geometric constraints.
8 preprints · 3 published · ↑ 2.2× vs 4-wk avg
Rank 4 Structural bio & protein design
Simulations resolve residue-level recognition and conformational gating in complexes
Recent MD and structure-based modeling studies pinpoint which residues and conformational states govern binding in RNA and protein complexes.
2 preprints · 3 published · ↑ 2.1× vs 4-wk avg
Rank 5 Single-cell
Benchmarking computational tools against reference data across transcriptomic datasets
Benchmarks against defined reference sets now anchor validation of tools spanning scRNA-seq, spatial transcriptomics, and long-read RNA-seq.
8 preprints · 5 published · ↑ 2.0× vs 4-wk avg
Rank 6 Non-additive genetics and pathway modeling extend GWAS toward functional interpretation↑ 2.0×GenomicsRank 7 Perturbation response models are assessed by generalizability and in vivo transport↑ 1.9×Systems biologyRank 8 Deep learning and language models decode proteomic, channel, and enzyme data↑ 1.9×ML / AI methodsRank 9 Multi-omics fusion and graph embeddings predict BRAF inhibitor response in cell lines↑ 1.7×ML / AI methodsRank 10 Gene-expression profiles feed ML models linking genes to cell types and patient outcomes↑ 1.5×EpigenomicsRank 11 Embedding design criteria into generative and selection loops for molecular discovery↑ 1.6×ML / AI methodsRank 12 Auditing fungal and viral reference genomes to make comparative inference reliable↑ 1.7×Tools & infrastructureRank 13 Graph and language-model representations advance drug-target interaction prediction↑ 1.5×ML / AI methodsRank 14 Latent neural representations across spatial scales, modalities, and recording types↑ 1.6×ML / AI methodsRank 15 Pretrained histology models are being coupled with genomic, text and spatial omics dataML / AI methodsRank 16 Structure encodings under test for predicting protein and ligand binding affinityStructural bio & protein designRank 17 Learned denoising and self-supervision recover structure from noisy bioimaging dataML / AI methodsRank 18 Variant calling and classification choices shape mutation signatures and variant callsGenomicsRank 19 Chromosome-scale genomes link transposon expansion and rearrangements to genome sizeGenomicsRank 20 Genome-wide comparisons link codon usage, gene content, and repeat evolution across taxaGenomics
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Rank 21 Long-read and T2T profiling resolves centromere, telomere, and rDNA variationGenomicsRank 22 Computational methods track atom provenance and assign metabolite stereoisomer identity↑ 1.5×MetabolomicsRank 23 Explicit E/I circuit models link network parameters to neural dynamicsSystems biologyRank 24 Computational methods targeting disordered proteins, membrane binding, and…Structural bio & protein designRank 25 Genome-scale models link bacterial gene content to lineage-specific metabolic functionSystems biologyRank 26 Open tools benchmark and standardize proteomics, genomics and LC-MS data processingTools & infrastructureRank 27 Learned models predict RNA modifications, structure, and extracellular vesicle sortingStructural bio & protein designRank 28 Correcting array and platform batch effects in methylation and genotype inferenceEpigenomicsRank 29 RBP control of splicing and decay across tumor and glioma transcriptomesTranscriptomicsRank 30 Statistical estimators recover cell-state and regulatory structure from single-cell dataSingle-cellRank 31 Coupling epidemic compartment models to behavioral, structural, and spatial feedbackSystems biologyRank 32 Genomes resolve microbial lineage structure and trait distribution across environmentsGenomicsRank 33 Generative and de novo design of PROTACs, Gd-binding peptides, and protein bindersStructural bio & protein designRank 34 Genomic AMR prediction is confounded by sampling bias and resistance-gene call errorsGenomicsRank 35 Noise constraints shape ultrasensitive gene switches and causal inference from expressionSystems biologyRank 36 Neural parameterization of mechanistic models for reactions and cell trajectoriesSystems biologyRank 37 Shared feature definitions for isoform, chromatin, and sequencing QC analysisTools & infrastructureRank 38 Biophysical models link axon geometry and myelin damage to conduction and stimulationSystems biologyRank 39 New algorithms align sequence chains to pangenome paths and gene trees to pedigreesGenomicsRank 40 Mass spectrometry advances deepen proteomics and resolve glycans and peptaibolsProteomics