Experiments

Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).

• Discovery of key regulators in classical monocyte phenotypes linked to COVID-19 severity using single-cell multi-omics sequencing.

  PMID 41732268 · PMC12925236 · iScience · 2026 · 8 claims · 8 setups

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  Two severity-associated classical monocyte (cMono) subtypes, IL7R+ and CD163+, exist with distinct transcriptional and epigenetic landscapes.

  pbmcs pbmc classical cmono single-nucleus differential multimodal

• Predicting enhancer-gene links from single-cell multi-omics data by integrating prior Hi-C information.

  PMID 42100854 · PMC13229940 · Nucleic acids research · 2026 · 8 claims · 6 setups

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  SCEG-HiC, a weighted graphical lasso (wglasso) method, predicts enhancer-gene links from single-cell multi-omics data by integrating bulk average Hi-C as a prior penalty matrix

  specified covid-19 scatac scatac-seq bulk

• Tumor reactivity assessment using clonal expression reveals tumor reactive CD8(+) T cell heterogeneity across solid tumors.

  PMID 42079667 · PMC13128579 · Frontiers in immunology · 2026 · 8 claims · 5 setups

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  TRACE, a clonotype-level CD8+ TRT classifier trained on an aggregated multi-study dataset, achieves robust holdout performance (mean MCC 0.84, F1 0.85)

  cd8+ expanded aggregated combined scrna-seq co-culture gene

• Inference of SARS-CoV-2 exposure biomarkers using large-scale T-cell repertoire profiling.

  PMID 41680899 · PMC12903587 · Genome medicine · 2026 · 7 claims · 6 setups

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  A novel batch-effect correction method (log-normal gene usage modeling, Z-score normalization, and roulette-wheel resampling) allows combining AIRR-seq data from different batches and protocols.

  blood peripheral batch-corrected airr-seq airr-seq hla tcrβ

• FUNCellA: A Tool for Single-Sample Enrichment Analysis and Relative Pathway Activity Estimation in Single-Cell RNA Sequencing Data.

  PMID 42021835 · PMC13096679 · Computational and structural biotechnology journal · 2026 · 7 claims · 8 setups

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  FUNCellA integrates 7 single-sample enrichment algorithms with novel relative activation thresholding methods to identify active, inactive, and intermediate cellular states in scRNA-Seq data

  pbmcs bone liver blood scrna-seq simulated microarray

• ImmuSeeker: deep mining of immune-related gene family signatures through lineage reconstruction.

  PMID 41888873 · PMC13154904 · Genome biology · 2026 · 8 claims · 6 setups

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  ImmuSeeker leverages the phylogenetic structure of HLA/KIR alleles in its alignment and filtering strategy to improve accuracy and robustness of immune gene signature detection

  a549 rna-seq covid-19 autoimmune bulk iso-seq rna-seq