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).

• Integrative network modeling reveals mechanisms underlying T cell exhaustion.

  PMID 32024856 · PMC7002445 · Scientific reports · 2020 · 8 claims · 7 setups

  Has reproduction · 59

  TCE arises from changes in diverse gene regulatory interactions across a shared network rather than dysregulation of a single gene

  cd8+ tce manual gene principal

• Wx: a neural network-based feature selection algorithm for transcriptomic data.

  PMID 31324856 · PMC6642261 · Scientific reports · 2019 · 8 claims · 8 setups

  Has reproduction · 50

  The Wx algorithm ranks genes using a DI score reflecting each gene's classification power for distinguishing two groups.

  tcga gse72056 gse40419 gse103322 bulk single-cell rna-seq

• IL-6 trans-Signaling Regulates Neutrophilic Inflammation in Alcohol-Associated Hepatitis.

  PMID 40562277 · PMC13168973 · The American journal of pathology · 2026 · 8 claims · 8 setups

  Has reproduction · 71

  Hepatic IL-6R expression progressively declines with increasing severity of alcohol-related liver disease, from normal to early ASH to nonsevere and severe AH

  liver hepatocytes hepg2 ptpn11 bulk immunohistochemistry single-cell

• Why an integrated view of gene expression studies on hematopoiesis in mouse aging is better than the sum of their parts.

  PMID 38627103 · PMC11586588 · FEBS letters · 2024 · 7 claims · 4 setups

  Has reproduction · 75

  Combining differentially expressed (DE) gene lists from multiple publications into a unified 'aging list' (AL) with citation counts, and deriving a shorter high-confidence 'aging signature' (AS, genes cited in >3 publications, ~200 genes), produces a more reliable and consistent picture of hematopoietic aging than any single study.

  hematopoietic compiled gene bulk single-cell

• FRMD8 inhibits tumor metastasis in BRCA1-associated TNBC by negatively regulating tmTNF-α.

  PMID 40619383 · PMC12229025 · Cellular & molecular biology letters · 2025 · 8 claims · 8 setups

  Has reproduction · 73

  Low FRMD8 expression in BRCA1-mutant breast cancer cells significantly enhances metastatic potential to various organs

  tnbc geo breast frmd8 bulk meta-analysis single-cell

• Under the Shadow: Old-biased Genes Are Subject to Weak Purifying Selection at Both the Tissue- and Cell Type-Specific Levels.

  PMID 41092135 · PMC12569596 · Genome biology and evolution · 2025 · 7 claims · 6 setups

  Has reproduction · 93

  ADICT (age-related decrease in transcriptome conservation) is commonly found in ageing tissues of nonmammalian species, including chicken brain, killifish liver and skin, and fruit fly brain

  drosophila nothobranchius gallus heterocephalus bulk single-cell

• Vascular adhesion protein-1 defines a unique subpopulation of human hematopoietic stem cells and regulates their proliferation.

  PMID 34719737 · PMC8629906 · Cellular and molecular life sciences : CMLS · 2021 · 7 claims · 8 setups

  Has reproduction · 50

  VAP-1 is expressed on a subset of human HSC and on bone marrow vasculature forming a hematogenic niche

  bone sorted cord femur flow bulk single-cell

• Clues to the etiology of autoimmune diseases through analysis of immunoglobulin genes.

  PMID 11879542 · PMC128918 · Arthritis research · 2002 · 8 claims · 6 setups

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  Antibody sequences that violate normal ontogenic/developmental constraints indicate a failure of B-cell regulation

  peripheral diseased rheumatoid autoimmune immunoglobulin single-cell cloning

• Boosting accuracy of automated classification of fluorescence microscope images for location proteomics.

  PMID 15207009 · PMC449699 · BMC bioinformatics · 2004 · 8 claims · 8 setups

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  New classifiers (SVMs, ensembles) and new wavelet-derived (Gabor, Daubechies) features improve recognition of protein subcellular location patterns over the previous neural network approach

  hela automated stepwise training-set-size

• Solute exchange through gap junctions lessens the adverse effects of inactivating mutations in metabolite-handling genes.

  PMID 36107487 · PMC9534548 · eLife · 2022 · 8 claims · 8 setups

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  Colorectal cancer (CRC) cells are coupled by gap junctions assembled predominantly from Cx26 (GJB2)

  colorectal normal crc microarray tcga single-cell

• ChemR23 prevents phenotypic switching of vascular smooth muscle cells into macrophage-like foam cells in atherosclerosis.

  PMID 41264461 · PMC13017563 · Cardiovascular research · 2026 · 8 claims · 7 setups

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  Non-haematopoietic (vascular) ChemR23 deficiency increases atherosclerotic lesion size and enhances VSMC proliferation and VSMC-derived foam cell formation

  apoe adventitia-stripped advanced aortic atherosclerotic bulk single-cell

• Spatial transcriptomics reveals expression gradients in developing wheat inflorescences at cellular resolution.

  PMID 41388990 · PMC12776951 · The Plant cell · 2026 · 8 claims · 6 setups

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  MERFISH was successfully optimized for wheat inflorescence tissue, enabling localization of a 200-gene panel to cellular resolution across 4 developmental stages

  microdissected cryosectioned wheat merfish-imaged bulk merfish single-nucleus

• isoSeQL: comparing long-read isoforms across multiple datasets.

  PMID 41452740 · PMC12790818 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 4 setups

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  isoSeQL enables comparison of long-read isoform profiles across multiple datasets by consolidating SQANTI3-annotated samples into a unified SQLite database with consistent isoform IDs

  gencode simulated gm12878 peripheral intron simulated long-read

• Colorectal microenvironment determines the prognosis of colorectal cancer.

  PMID 41495419 · PMC12868731 · Experimental & molecular medicine · 2026 · 8 claims · 7 setups

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  The colorectal microenvironment (classified via NBT gene expression as tumor-supportive vs healthy) can serve as a prognostic biomarker predicting cancer invasiveness and recurrence

  paired nbt slide bulk bulk 16s single-cell

• Alternative polyadenylation mediated the downregulation of lysophosphatidylglycerol acyltransferase 1 in metabolic dysfunction-associated steatotic liver disease.

  PMID 41507908 · PMC12879358 · Lipids in health and disease · 2026 · 8 claims · 8 setups

  Full-text index only

  Early hepatocyte-specific APA remodeling, characterized by 3' UTR lengthening of metabolism-related genes (especially LPGAT1), occurs in MASLD and is established before fibrosis progression

  liver hepg2 293t serum bulk single-cell oil

• 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

• Multimodal antigenic escape to GPRC5D-targeted T cell engagers in multiple myeloma.

  PMID 41540108 · PMC13004696 · Nature medicine · 2026 · 7 claims · 7 setups

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  GPRC5D antigenic drift/mutational events occurred in 68.4% of relapsed cases following anti-GPRC5D TCE therapy (13/19 evaluable patients)

  cd138+ pbmcs cohort bulk single-cell targeted

• Host-derived interleukin-1α drives tumor immunosuppression by reprogramming tumor-associated myeloid cells.

  PMID 41547846 · PMC12910057 · NPJ breast cancer · 2026 · 8 claims · 8 setups

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  Deletion of host Il1α causes rejection/regression of transplanted breast tumors

  h605 pymt tumor-infiltrating two-week orthotopic flow single-cell

• OTX2 inhibits human pluripotent stem cell reprogramming toward 8-cell-like and morula-like states.

  PMID 41554740 · PMC12909843 · Nature communications · 2026 · 8 claims · 8 setups

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  OTX2 establishes a repressive barrier to the induction of 8CLCs from primed hPSCs

  tprx1-egfp otx2-ko primed preimplantation flow bulk single-cell

• A multi-omics features-based approach integrating immunogenicity and inflammation enhances immunotherapy benefit in clear cell renal cell carcinoma.

  PMID 41640425 · PMC12864441 · Frontiers in cell and developmental biology · 2025 · 7 claims · 8 setups

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  The TIs-ML multi-omics model predicts ICB response/survival in ccRCC with superior accuracy (AUC > 0.997) compared to single biomarkers like PD-L1 and TMB

  autoimmune igan scrna-seq bulk bulk scrna-seq scissor-based