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).

• Antigenic diversity, transmission mechanisms, and the evolution of pathogens.

  PMID 19847288 · PMC2759524 · PLoS computational biology · 2009 · 8 claims · 3 setups

  Full-text index only

  Three distinct infection types (A, B, C) emerge as maxima in the pathogen fitness landscape, each with characteristic within-host dynamics, contact network structure, and transmission mode

  generic simulated hiv-1 stochastic dynamic regression

• Genetics of circulating inflammatory proteins identifies drivers of immune-mediated disease risk and therapeutic targets.

  PMID 37563310 · PMC10457199 · Nature immunology · 2023 · 8 claims · 8 setups

  Has reproduction · 93

  Genome-wide pQTL mapping of 91 inflammation-related plasma proteins in 14,824 participants identified 180 significant pQTLs (59 cis, 121 trans) across 108 genomic regions and 70 proteins

  plasma blood tissues gut genome-wide pqtl cis-eqtl

• Artificial Intelligence Meets Whole Slide Images: Deep Learning Model Shapes an Immune-Hot Tumor and Guides Precision Therapy in Bladder Cancer.

  PMID 36245985 · PMC9553530 · Journal of oncology · 2022 · 8 claims · 8 setups

  Has reproduction

  A three-class WSI cluster (C0/C1/C2) derived via mini batch K-means clustering on Inception V3-extracted image features is significantly associated with overall survival and is an independent prognostic predictor in BLCA.

  tcga-blca gse32894 deep transfer machine

• Molecular subtype of recurrent implantation failure reveals distinct endometrial etiology of female infertility.

  PMID 40660214 · PMC12257665 · Journal of translational medicine · 2025 · 8 claims · 8 setups

  Has reproduction · 68

  RIF endometrial samples segregate into two reproducible molecular subtypes: an immune-driven subtype (RIF-I) and a metabolic-driven subtype (RIF-M)

  endometrial in-house bulk rif-degs meta-analysis sequencing immune

• Comprehensive analysis of mitophagy in HPV-related head and neck squamous cell carcinoma.

  PMID 37161060 · PMC10170109 · Scientific reports · 2023 · 8 claims · 8 setups

  Has reproduction · 73

  Mitophagy affects tumour development, immune cell infiltration, and prognosis in HPV-associated HNSCC

  hnscc hpv-positive combined rna-seq microarray qrt-pcr

• Bacillus Calmette-Guérin Treatment Changes the Tumor Microenvironment of Non-Muscle-Invasive Bladder Cancer.

  PMID 35311085 · PMC8930202 · Frontiers in oncology · 2022 · 8 claims · 8 setups

  Has reproduction · 30

  BCG therapy has bidirectional effects on tumor evolution and immune checkpoint landscape, with a significant reduction in neoantigen burden percentage in relapsed tumors

  tur matched nmibc relapsed whole-exome sequencing immune

• 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

  m5C regulators are differentially expressed between AML and normal samples and correlate with AML prognosis

  tcga aml gse12417 bulk mutation methylation

• Single-cell RNA-sequencing highlights a curtailed NK cell function in convalescent COVID-19 pregnant women.

  PMID 40661959 · PMC12257036 · Frontiers in immunology · 2025 · 7 claims · 5 setups

  Has reproduction · 87

  NK cells show a sustained reduction during active SARS-CoV-2 infection and persisting after recovery in pregnant women

  pbmcs serum 14-color single-cell 13-plex

• Meta-analysis of COVID-19 single-cell studies confirms eight key immune responses.

  PMID 34675242 · PMC8531356 · Scientific reports · 2021 · 8 claims · 8 setups

  Has reproduction · 69

  Only 8 of 20 previously published COVID-19 scRNA-seq findings were reproducible across all relevant datasets in a standardized meta-analysis

  pbmc bronchoalveolar nasopharyngeal combined scrna-seq tcr bcr

• Genome bioinformatic analysis of nonsynonymous SNPs.

  PMID 17708757 · PMC1978506 · BMC bioinformatics · 2007 · 8 claims · 8 setups

  Full-text index only

  Structure- and sequence-based prediction tools can generally distinguish disease-causing mutations from neutral ones

  gene modelled nssnps automated fold relative

• Protocol to perform cell-type-specific transcriptome-wide association study using scPrediXcan framework.

  PMID 41689808 · PMC12925207 · STAR protocols · 2026 · 6 claims · 6 setups

  Full-text index only

  scPrediXcan enables cell-type-specific transcriptome-wide association studies (TWAS) by integrating deep learning-based prediction of gene expression from DNA sequence and epigenetic features.

  acinar individual-level geuvadis beta mlp-based personalized elastic-net

• Disruption of tRNA threonylation triggers RIG-I mediated anti-tumour immune response.

  PMID 41735308 · PMC13043769 · Nature communications · 2026 · 8 claims · 8 setups

  Full-text index only

  OSGEP is the catalytic subunit of the KEOPS complex responsible for t6A modification at position 37 of cytoplasmic tRNAs, and its loss causes the highest protein aggregation among 45 screened tRNA-modifying enzymes in melanoma cells

  mm117 b16f10 b16f10-derived c57bl esirna shrna rna-seq

• Anti-CSF-1R therapy with combined immuno-chemotherapy coordinate an adaptive immune response to eliminate macrophage enriched triple negative breast cancers.

  PMID 41484081 · PMC12858953 · Nature communications · 2026 · 8 claims · 8 setups

  Full-text index only

  Combined low-dose CTX + anti-CSF-1R (SNDX-ms6352) is highly effective against aggressive metastatic Trp53-null TNBC models with high macrophage infiltration, producing complete tumor regression in claudin-low models.

  trp53-null complete t12 cell-deficient imaging survival tumor

• TGFβ induces an atypical EMT to evade immune mechanosurveillance in lung adenocarcinoma dormant metastasis.

  PMID 41492090 · PMC12858408 · Nature cancer · 2026 · 7 claims · 8 setups

  Full-text index only

  TGFβ initially induces a full, typical EMT (stress fibers, loss of epithelial markers, motility) in dormancy-competent LUAD progenitors that subsequently transitions into an atypical spheroidal mesenchymal state lacking actin stress fibers.

  h2087-lcc m802t4-lcc reconstructed immunofluorescence antibody-mediated

• Humoral IgG1 responses to tumor antigens underpin clinical outcomes in immune checkpoint blockade.

  PMID 41593194 · PMC13004670 · Nature medicine · 2026 · 8 claims · 5 setups

  Full-text index only

  PD-1 blockade induces tumor-specific IgG1+ plasma cell responses that complement cellular immunity and contribute to clinical benefit

  tumor paired single-cell bulk multiplex

• Single-cell mapping of cholesterol metabolism reveals FDPS as a therapeutic vulnerability in hepatocellular carcinoma.

  PMID 41706364 · PMC12916967 · Cellular oncology (Dordrecht, Netherlands) · 2026 · 7 claims · 8 setups

  Full-text index only

  Cholesterol metabolic activity is markedly elevated in HCC tumors and in immune checkpoint blockade (ICB) non-responders, with pronounced intratumoral heterogeneity across malignant cell subpopulations

  hcc tcga-lihc malignant hepa1-6 scrna-seq bulk hdwgcna

• Aging-associated differences in mammary tumor-initiating populations and immune evasion pathways in breast cancer.

  PMID 41719331 · PMC12933083 · Proceedings of the National Academy of Sciences of the United States of America · 2026 · 8 claims · 8 setups

  Full-text index only

  Age at NMU exposure critically influences tumor incidence, mutational burden, molecular subtype, and the tumor immune microenvironment

  virgin mammary tcga-brca carcinogen-induced immunofluorescence bulk

• Reciprocal regulation of fibroblast-macrophage equilibrium governs skin integrity.

  PMID 41760904 · PMC13043295 · Nature immunology · 2026 · 8 claims · 8 setups

  Full-text index only

  Dpt+ fibroblasts are required to maintain skin macrophage populations in vivo; their depletion reduces CD64+ and CD11c+ macrophages

  facs-sorted skin dpt+ scrna-seq flow cellchat

• Creation of a Single Cell RNASeq Meta-Atlas to Define Human Liver Immune Homeostasis.

  PMID 34335581 · PMC8322955 · Frontiers in immunology · 2021 · 7 claims · 8 setups

  Has reproduction · 63

  Three independently generated human liver CD45+ scRNA-seq datasets (LACEe, Lnb, LCD45e) can be co-clustered and integrated despite differing sequencing platforms and processing protocols.

  liver pbmc integrated gene scrna-seq differential ingenuity

• A gene signature related to programmed cell death to predict immunotherapy response and prognosis in colon adenocarcinoma.

  PMID 39950044 · PMC11823652 · PeerJ · 2025 · 8 claims · 8 setups

  Has reproduction · 73

  COAD patients can be divided into two molecular subtypes (S1, S2) based on 21 prognostic PCD-related genes, with S1 showing worse prognosis and immunosuppressive microenvironment, S2 showing better prognosis and stronger anti-tumor immunity

  coad consensus cibersort mcp-counter