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).

• Machine learning-based identification of biomarkers and drugs in immunologically cold and hot pancreatic adenocarcinomas.

  PMID 39152432 · PMC11328457 · Journal of translational medicine · 2024 · 7 claims · 8 setups

  Has reproduction · 42

  PAAD tumors can be consensus-clustered into immunologically hot and cold subtypes based on CIBERSORT-derived immune cell fractions, with significantly different survival outcomes.

  paad degs bulk consensus tumor

• Network Controllability Reveals Key Mitigation Points for Tumor-Promoting Signaling in Tumor-Educated Platelets.

  PMID 41226816 · PMC12609506 · International journal of molecular sciences · 2025 · 8 claims · 6 setups

  Has reproduction · 84

  TEPs from NSCLC patients show 111 upregulated and 108 downregulated genes compared to platelets from non-cancer donors

  platelets degs platelet-specific tep-specific transcriptome pathway k-means

• Integrated proteomic analysis of human cancer cells and plasma from tumor bearing mice for ovarian cancer biomarker discovery.

  PMID 19936259 · PMC2775948 · PloS one · 2009 · 8 claims · 8 setups

  Full-text index only

  Integrated proteomic analysis of a cancer mouse model and human cancer cell populations provides an effective approach to identify potential circulating protein biomarkers.

  k-ras ovarian lists tumor quantitative pathway immunoblot

• Molecular Classification Models for Triple Negative Breast Cancer Subtype Using Machine Learning.

  PMID 34575658 · PMC8472680 · Journal of personalized medicine · 2021 · 7 claims · 4 setups

  Has reproduction · 86

  TNBC can be divided into four gene-expression-defined subtypes: BLIA, BLIS, MES, and LAR

  tnbc unique 719-gene gene term machine

• ISG15-driven immune modulation and tumor progression in breast cancer metastasis: insights from single-cell and spatial transcriptomics.

  PMID 41639695 · PMC12958617 · BMC medicine · 2026 · 8 claims · 8 setups

  Full-text index only

  CSC proportion is elevated in lymph node metastatic tumor tissue (BRCA_LNMT) compared to primary tumor (BRCA_PT)

  4t1 brca tcga-brca top single-cell spatial bulk

• Identification and validation of hub genes involved in papillary thyroid carcinoma progression.

  PMID 41851690 · PMC13126906 · BMC cancer · 2026 · 8 claims · 8 setups

  Full-text index only

  1550 overlapping DEGs (1149 upregulated, 401 downregulated) were identified in PTC compared to normal thyroid tissues

  thyroid upregulated degs ptc bulk protein-protein kegg

• Stemming cancer: functional genomics of cancer stem cells in solid tumors.

  PMID 18561035 · PMC2758383 · Stem cell reviews · 2008 · 8 claims · 8 setups

  Full-text index only

  Cancer stem cells are a minority tumor subpopulation that alone can maintain indefinite tumor growth, as shown by serial transplantation experiments

  solid fetal cd133+ breast facs neurosphere genome-wide

• Quemliclustat and chemotherapy with or without zimberelimab in metastatic pancreatic adenocarcinoma: a randomized phase 1 trial.

  PMID 41912809 · PMC13099643 · Nature medicine · 2026 · 7 claims · 8 setups

  Full-text index only

  Quemliclustat combined with gemcitabine/nab-paclitaxel (G/nP) with or without zimberelimab has a safety profile consistent with G/nP alone across dose-escalation and dose-expansion phases

  mia hct-116 patients randomized rna-seq rt-pcr phase

• Smoking promotes colorectal cancer via the CKAP2L/AREG axis.

  PMID 41823522 · PMC13038336 · International journal of oncology · 2026 · 8 claims · 8 setups

  Full-text index only

  Smoking is positively associated with CRC risk, confirmed by both cross-sectional (NHANES) and Mendelian randomization analyses

  participants european crc hct116 cross-sectional two-sample single-cell

• PD-1 and TIGIT coexpression identifies a circulating CD8 T cell subset predictive of response to anti-PD-1 therapy.

  PMID 33188038 · PMC7668369 · Journal for immunotherapy of cancer · 2020 · 7 claims · 6 setups

  Has reproduction · 75

  The frequency of circulating PD-1+TIGIT+ (DPOS) CD8+ T cells after 1 month of anti-PD-1 therapy is associated with clinical response and overall survival

  pbmcs sorted expanded cancer multiparameter receptor targeted