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).

• bayesReact: expression-coupled regulatory motif analysis detects microRNA activity across cancers, tissues, and at the single-cell level.

  PMID 41657247 · PMC12884093 · Nucleic acids research · 2026 · 8 claims · 6 setups

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  bayesReact is a novel fully Bayesian generative model for inferring regulatory motif (e.g., miRNA) activity from bulk or single-cell expression data

  tcga gtex stem embryonic paired semi-synthetic single-cell

• Bidirectional CRISPR screens decode a GLIS3-dependent fibrotic cell circuit.

  PMID 41501466 · PMC12820784 · Nature · 2026 · 8 claims · 8 setups

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  Inflammation-associated fibroblasts (IAFs), induced by proinflammatory FCN1+IL1B+ macrophages, produce profibrotic IL-11 and drive fibrosis in IBD

  intestinal colon pdgfra+ colonic scrna-seq xenium masson's

• scSNViz: visualization and analysis of cell-specific expressed SNVs.

  PMID 41533688 · PMC12866635 · Bioinformatics (Oxford, England) · 2026 · 7 claims · 7 setups

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  scSNViz is an R package for exploration, quantification, and visualization of expressed SNVs from cell-barcoded scRNA-seq data, supporting VAF estimation, SNV clustering, and 2D/3D visualization.

  prostate non-small cholangiocarcinoma neuroblastoma scrna-seq cell-level single-cell

• Scalable cell-specific coexpression networks for granular regulatory pattern discovery with NeighbourNet.

  PMID 41786602 · PMC13138013 · Genome research · 2026 · 7 claims · 5 setups

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  NNet uses PCA embedding followed by local KNN regression in PC space to construct cell-specific coexpression networks (CSNs), improving computational efficiency and estimate stability versus pairwise approaches.

  pbmc thp-1 lin small scrna-seq perturb-seq

• Orthogonal cytokine engineering enables novel synthetic effector states escaping canonical exhaustion in tumor-rejecting CD8(+) T cells.

  PMID 37081150 · PMC10154250 · Nature immunology · 2023 · 8 claims · 7 setups

  Has reproduction · 37

  Orthogonal engineering with PD1d/IL-2v/IL-33 reprograms adoptively transferred CD8+ T cells into a novel synthetic effector state (C5/TSE) that deviates from canonical TOX+ exhaustion

  cd8+ b16-ova ot1 mice scrna-seq flow secretion

• Exploring phenotype-related single-cells through attention-enhanced representation learning.

  PMID 41566378 · PMC12906058 · Genome medicine · 2026 · 6 claims · 5 setups

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  scPhase, an attention-based multiple instance learning (AMIL) framework with Mixture-of-Experts aggregation, predicts sample-level clinical phenotypes from raw scRNA-seq data and generalizes across patient cohorts

  pbmcs brain tumor scrna-seq

• CeLLTra: aligning cell names with gene expression via a pathway-informed transformer.

  PMID 41652996 · PMC12881829 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 4 setups

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  Grouping genes into pathway-defined gene sets as Transformer input tokens (instead of using individual genes or discretized bins) mitigates the long-sequence problem and improves representation learning of scRNA-Seq gene expression profiles.

  tabula tumor-infiltrating scrna-seq

• SexTumorDB: a comprehensive resource of sex-dependent tumor landscape at single-cell resolution.

  PMID 41741497 · PMC13046873 · Scientific data · 2026 · 7 claims · 8 setups

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  SexTumorDB is an integrated resource of RNA-seq profiles of non-reproductive tumors at single-cell resolution, curated, processed, and standardized from published datasets

  acute bladder clear colorectal scrna-seq snrna-seq

• Single-cell RNA-sequencing of circulating tumour cells: A practical guide to workflow and translational applications.

  PMID 41053409 · PMC12500777 · Cancer metastasis reviews · 2025 · 8 claims · 8 setups

  Has reproduction

  A 12-step CTC-specific scRNA-seq workflow is proposed, spanning enrichment, single-cell sorting, sequencing, data pre-processing and downstream analysis, to overcome methodological inconsistencies in the field.

  ctcs pooled single neuroblastoma scrna-seq multi-omics

• Interpretable and integrative analysis of single-cell multiomics with scMKL.

  PMID 40770488 · PMC12328712 · Communications biology · 2025 · 7 claims · 7 setups

  Has reproduction · 65

  scMKL outperforms SVM, EasyMKL, MLP, and XGBoost in classification accuracy (AUROC) across multiple single-cell cancer datasets

  mcf-7 t-47d small prostate 10x scrna-seq sciatac-seq

• Autophagy Activators Normalize Aberrant Tau Proteostasis and Rescue Synapses in Human Familial Alzheimer's Disease iPSC-Derived Cortical Organoids.

  PMID 41591759 · PMC13042409 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 7 claims · 7 setups

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  An optimized CO differentiation protocol (Protocol 2, using 50% E6/50% hESC medium with constant rocking/orbital shaking) produces reproducible, larger, lower-necrosis organoids with consistent size across genotypes

  isogenic scrna-seq fixed cos single-cell pseudotime immunofluorescence

• Unraveling the Causal Linkages of RBP7 and SCGB3A1 on Pelvic Organ Prolapse: Multifaceted Insights From Genome-Wide Mendelian Randomization, Single-Cell RNA Analysis, and Network Pharmacology.

  PMID 41497737 · PMC12765987 · BioMed research international · 2026 · 8 claims · 7 setups

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  High RBP7 expression causally increases POP risk

  vaginal gwas rbp7 key single-cell mendelian protein-protein

• Tachykinin signaling defines distinct populations of glia in the enteric nervous system.

  PMID 41512855 · PMC12832054 · Neuron · 2026 · 8 claims · 8 setups

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  Mucosal and muscularis glia are transcriptionally distinct populations, with mucosal glia resembling microglia and muscularis glia resembling satellite glia/astrocytes

  ileum gfp+ intestinal intestine bulk scrna-seq bayesprism

• Protocadherin 20 Is a POU Class 2 Homeobox 3 Target Gene Required for Proper Tuft Cell Microvillus Organization.

  PMID 41619969 · PMC13051935 · Cellular and molecular gastroenterology and hepatology · 2026 · 8 claims · 8 setups

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  POU2F3 ChIP-seq in isolated murine tuft cells identifies high-confidence POU2F3 binding sites/target genes enriched at gene promoters and the POU consensus motif

  facs-isolated pou2f3 duodenal non-small-cell chip-seq novo bulk

• Enteroendocrine cell lineages that differentially control feeding and gut motility.

  PMID 36810133 · PMC10032656 · eLife · 2023 · 6 claims · 8 setups

  Has reproduction · 88

  Vil1-p2a-FlpO knock-in mice combined with lineage-specific Cre lines enable highly selective intersectional genetic access to major enteroendocrine cell lineages (serotonin/enterochromaffin, GLP1, CCK, somatostatin, GIP) in vivo

  neurod1-cre neurog3-cre intestinal vil1-p2a-flpo single-cell fluorescence-activated two-color

• Patient-derived orthotopic xenograft models recapitulate the peritoneal dissemination of pancreatic cancer and delineate its transcriptional and regulatory programs.

  PMID 41673768 · PMC12998334 · Journal of experimental & clinical cancer research : CR · 2026 · 6 claims · 8 setups

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  Organoids derived from malignant effusions of PDAC patients reproducibly generate peritoneal metastases after orthotopic implantation into the pancreas of immunodeficient mice

  pdac organoids frozen pdox orthotopic single-nucleus single-cell

• Current status of use of high throughput nucleotide sequencing in rheumatology.

  PMID 33408124 · PMC7789458 · RMD open · 2021 · 8 claims · 8 setups

  Has reproduction · 83

  RNA-Seq is the most represented HTS assay used in rheumatology research, primarily for biomarker identification in blood or synovial tissue.

  pubmed sequence blood patients systematic sra rna-seq

• Identification and validation of prognostic genes associated with M2 macrophage and heme metabolism in lung adenocarcinoma through bulk and single-cell RNA sequencing analysis.

  PMID 41787185 · PMC13076703 · Discover oncology · 2026 · 8 claims · 8 setups

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  EPB41, ACP5, PPOX, RBM38, and TRIM58 were identified as prognostic genes for LUAD

  tcga-luad gse131907 clinical cibersort gsea spearman

• Genetic evidence supporting obesity as a risk factor for lung squamous cell carcinoma and the identification of MFAP1 as a shared genetic target.

  PMID 41820721 · PMC13096280 · Discover oncology · 2026 · 8 claims · 8 setups

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  BMI and LUSC show a significant positive genome-wide genetic correlation, robust to constrained-intercept sensitivity analysis and replicated by GNOVA.

  gwas gtex scrna-seq ldsc gnova ρ-hess