TrendBio

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BACKFILLED Code and industry signals are partial for backfilled days.

Rank 1

Single-cell

Computational methods infer cell states and niches from single-cell and spatial omics

Pretraining at 231 million profiles, multi-omics trajectory models and spatial deconvolution extend single-cell analysis to larger scales.

8 preprints · 5 published · ↑ 2.5× vs 4-wk avg
Rank 2

Genomics

Benchmarks against truth sets are defining somatic and structural variant detection

SMaHT and multi-institution studies release shared cell-line mixtures and synthetic resources to test low-allele-fraction somatic calling across platforms.

3 preprints · 6 published · ↑ 2.3× vs 4-wk avg
Rank 3

Epigenomics

Genome signatures link repair deficiency, amplicons and clonal architecture in tumors

Sequencing data from tumors and cfDNA now resolve repair-deficiency signatures, focal amplifications and subclonal architecture at higher resolution.

5 preprints · 2 published · ↑ 1.7× vs 4-wk avg
Rank 4

Tools & infrastructure

Open pipelines standardise biomedical image and qPCR data for reproducible analysis

Four preprints release open, browser or cloud tools that curate, quality-control, and quantify laboratory imaging and expression data.

4 preprints · ↑ 1.8× vs 4-wk avg
Rank 5

ML / AI methods

AI agents orchestrate bioinformatics pipelines with verifiable tool execution and…

Recent preprints benchmark and deploy LLM agents across bioinformatics, screening, chemistry and breeding workflows, testing their reliability and added value.

7 preprints · ↑ 1.7× vs 4-wk avg