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).

• MACanalyzeR scRNAseq analysis tool reveals PPARγ(HIGH)/GDF15(HIGH) lipid-associated macrophages facilitate thermogenic expansion in BAT.

  PMID 40450001 · PMC12126529 · Nature communications · 2025 · 8 claims · 8 setups

  Has reproduction · 70

  MACanalyzeR is a novel computational scRNAseq framework (with FoamSpotteR, MacPolarizeR, and PathAnalyzeR modules) for comprehensive monocyte/macrophage metabolic and phenotypic profiling

  bat stromal paraffin-embedded aortic bulk proteomics scrnaseq

• Stromal androgen signaling acts as tumor niches to drive prostatic basal epithelial progenitor-initiated oncogenesis.

  PMID 36323713 · PMC9630272 · Nature communications · 2022 · 7 claims · 7 setups

  Has reproduction · 63

  Loss of AR in stromal Gli1-lineage cells diminishes prostate epithelial oncogenesis and tumor development.

  ugm hi-myc prostate hmyctg+ genetic single-cell gene

• comBO: A combined human bone and lympho-myeloid bone marrow organoid for preclinical modeling of hematopoietic disorders.

  PMID 41734765 · PMC7618947 · Cell stem cell · 2026 · 8 claims · 8 setups

  Has reproduction · 65

  comBO is a single iPSC differentiation generating lymphoid, myeloid, vascular, mesenchymal stromal, and functional osteo/adipogenic lineages within one organoid

  ipsc-derived combo combo-derived mscarlet-tagged flow single-cell confocal

• Deconvolution of the hematopoietic stem cell microenvironment reveals a high degree of specialization and conservation.

  PMID 35494238 · PMC9046238 · iScience · 2022 · 8 claims · 6 setups

  Has reproduction · 60

  A customized bootstrapping/random-forest divide-and-conquer clustering pipeline integrating three scRNA-seq datasets robustly resolves cell states despite high cell-to-cell similarity within compartments

  bone endothelial independent integrated single-cell scrna-seq gene

• A novel UBIAD1 mutation identified in a Chinese family with Schnyder crystalline corneal dystrophy.

  PMID 19649163 · PMC2718742 · Molecular vision · 2009 · 7 claims · 7 setups

  Full-text index only

  A novel heterozygous UBIAD1 mutation, G98S, was identified in two affected members (proband and her father) of a Chinese SCCD family.

  genomic cornea corneas blood direct pcr laser

• Research and experimental verification on the mechanisms of cellular senescence in triple-negative breast cancer.

  PMID 38435998 · PMC10909353 · PeerJ · 2024 · 8 claims · 8 setups

  Has reproduction · 67

  TNBC can be classified into three molecular subtypes (clusters 1, 2, 3) based on cellular senescence-related pathways, with distinct prognoses (cluster 1 best, then 2, then 3).

  tnbc tcga-tnbc mda-mb-468 single-cell bulk copy

• A novel TACSTD2 mutation identified in two Chinese brothers with gelatinous drop-like corneal dystrophy.

  PMID 19693293 · PMC2728569 · Molecular vision · 2009 · 7 claims · 5 setups

  Full-text index only

  A novel in-frame 51 bp deletion (c.526_576del51) in TACSTD2, causing loss of 17 amino acids (codons 176-192), was identified as homozygous in two affected brothers with GDLD.

  genomic excised left pcr pcr-restriction histopathology

• Integrated multiomic analysis reveals disulfidptosis subtypes in glioblastoma: implications for immunotherapy, targeted therapy, and chemotherapy.

  PMID 38504986 · PMC10950096 · Frontiers in immunology · 2024 · 8 claims · 8 setups

  Has reproduction · 73

  Consensus clustering on 32 disulfidptosis-associated genes stratifies GBM patients into two subtypes, DRGcluster A and B, with distinct survival outcomes.

  fresh tcga gbm bulk rna-seq consensus

• A reference profile-free deconvolution method to infer cancer cell-intrinsic subtypes and tumor-type-specific stromal profiles.

  PMID 32111252 · PMC7049190 · Genome medicine · 2020 · 8 claims · 8 setups

  Has reproduction · 91

  DeClust is a reference profile-free deconvolution method that simultaneously deconvolves bulk tumor expression into cancer, immune, and stromal compartments and clusters samples into cancer cell-intrinsic molecular subtypes, outputting subtype-specific reference profiles for the cohort rather than for individuals.

  solid muscle-invasive ccrcc for bulk single-cell scrna-seq

• Multimodal data integration for biologically-relevant artificial intelligence to guide adjuvant chemotherapy in stage II colorectal cancer.

  PMID 40472802 · PMC12171563 · EBioMedicine · 2025 · 6 claims · 7 setups

  Has reproduction · 83

  AI-derived radiological clustering identifies stage II CRC patients with significantly different survival benefit from adjuvant chemotherapy

  stage patients tumour whole-tumour radiomics bulk cellular

• High incidence of p53 gene mutation in human ovarian cancer and its association with nuclear accumulation of p53 protein and tumor DNA aneuploidy.

  PMID 1429209 · PMC5918982 · Japanese journal of cancer research : Gann · 1992 · 7 claims · 4 setups

  Full-text index only

  p53 gene mutations occur at high incidence in human ovarian carcinoma, especially common epithelial type

  ovarian pcr-single direct immunohistochemistry

• Tissue proteomics reveals differential and compartment-specific expression of the homologs transgelin and transgelin-2 in lung adenocarcinoma and its stroma.

  PMID 19848416 · PMC2789179 · Journal of proteome research · 2009 · 6 claims · 6 setups

  Full-text index only

  Transgelin (TAGLN), transgelin-2 (TAGLN2), and cyclophilin A (PPIA) are overexpressed in lung adenocarcinoma tissue compared to matched normal lung

  matched excised additional formalin-fixed 2-d lc-ms quantitative

• Molecular Biomarker of Drug Resistance Developed From Patient-Derived Organoids Predicts Survival of Colorectal Cancer Patients.

  PMID 35425715 · PMC9004628 · Frontiers in oncology · 2022 · 8 claims · 7 setups

  Has reproduction · 53

  Patient-derived colorectal cancer organoids (CRCOs) can be established from surgical CRC tissue with an 82% success rate (41/50)

  crc colorectal crcos crco organoid drug bulk

• Metabolic reprogramming and prognostic insights in molecular landscapes driven by glycolysis in ovarian cancer.

  PMID 40707588 · PMC12290113 · Scientific reports · 2025 · 7 claims · 8 setups

  Has reproduction · 77

  457 differentially expressed GRGs were identified between OC and normal ovarian tissue, of which 30 were significantly associated with prognosis

  tcga-oc tcga-oc-gse26193 ov_gse154600 iose-80 bulk univariate copy

• Establishment and characterisation of six human biliary tract cancer cell lines.

  PMID 12107841 · PMC2376107 · British journal of cancer · 2002 · 8 claims · 8 setups

  Full-text index only

  Six new human biliary tract cancer cell lines (SNU-245, SNU-308, SNU-478, SNU-869, SNU-1079, SNU-1196) were established and characterised from Korean patients

  biliary snu lines microdissected culture fingerprinting pcr-sscp

• 5-methylcytosine RNA modification regulators-based patterns and features of immune microenvironment in acute myeloid leukemia.

  PMID 38277218 · PMC10911375 · Aging · 2024 · 8 claims · 8 setups

  Has reproduction · 93

  Most of the 17 m5C regulators are differentially expressed between AML and normal samples and correlate with AML prognosis.

  aml bulk mutation copy

• Elucidating the Prognostic and Therapeutic Implications of Insulin Resistance Genes in Breast Cancer: A Machine Learning-Powered Analysis.

  PMID 40427728 · PMC12109394 · Biology · 2025 · 8 claims · 8 setups

  Has reproduction · 84

  A seven-gene IRG prognostic signature (LIFR, EZR, TBC1D4, NSF, RPL5, SAA1, PGK1) predicts overall survival in breast cancer across training and four validation cohorts

  tcga-brca triple-negative ffpe bulk univariate kaplan-meier

• Interpretable artificial intelligence based on immunoregulation-related genes predicts prognosis and immunotherapy response in lung adenocarcinoma.

  PMID 41048340 · PMC12491262 · Frontiers in bioinformatics · 2025 · 8 claims · 8 setups

  Has reproduction · 71

  LUAD samples cluster into IRG-high and IRG-low groups, with the IRG-high group showing significantly better survival and greater immune cell infiltration.

  luad geo degs immunotherapy-treated bulk weighted ppi

• LRP1 as a potential diagnostic and immunomodulatory target in endometriosis: evidence from multi-omics and single-cell analyses.

  PMID 42064072 · PMC13124487 · Frontiers in immunology · 2026 · 7 claims · 8 setups

  Has reproduction · 49

  LRP1 is the top hub gene with the highest diagnostic performance for distinguishing ectopic from eutopic endometrium in EMS

  ectopic geo training gwas microarray wgcna machine

• Irisin ameliorates obesity and insulin resistance via adipose tissue IL-33 and regulatory T cells.

  PMID 41933175 · PMC13052164 · Nature metabolism · 2026 · 8 claims · 8 setups

  Has reproduction · 48

  Irisin modulates adipose tissue inflammation by increasing IL-33 production and preserving ST2+ regulatory T cells in white adipose tissues, thereby improving obesity and glucose intolerance.

  4-week-old hfd-fed bat iwat aav8-mediated body intraperitoneal