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).

• Multiomic and functional validation of ACSL3, a regulator of fatty acid metabolism, as a lymph node metastasis-associated gene in lung adenocarcinoma.

  PMID 41998631 · PMC13261843 · Respiratory research · 2026 · 8 claims · 8 setups

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  A five-gene FAM-related risk signature (ACSL3, MCAT, NDUFAB1, OLAH, ACSL4)-derived FScore stratifies LUAD prognosis across multiple independent cohorts

  tcga-luad luad a549 lymphatic bulk scrna-seq spatial

• A P4HA2 hypoxia signature derived from single cell atlas stratifies conserved subtypes with prognostic significance in cervical squamous cell carcinoma.

  PMID 41559646 · PMC12910786 · BMC cancer · 2026 · 6 claims · 8 setups

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  A tumor cell metaprogram (MP7) identified from scRNA-seq of CSCC shows elevated hypoxia, invasion, metastasis, proliferation, and angiogenesis scores compared to other metaprograms.

  cscc tcga-cscc mp7 siha single-cell bulk gene

• PVT1 lincRNA signals an androgen-dependent transcriptional activation program of oncogenes in prostate cancer cells.

  PMID 41792045 · PMC13139993 · International journal of cancer · 2026 · 8 claims · 7 setups

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  PVT1 knockdown significantly reduces LNCaP cell proliferation and increases sensitivity to apoptosis

  lncap tcga-prad rt-qpcr trypan transwell

• KRT15 identified by scRNA-Seq and machine learning as stemness regulator and prognostic biomarker in ESCC.

  PMID 41907411 · PMC13018899 · iScience · 2026 · 8 claims · 8 setups

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  A malignant epithelial subpopulation (Cluster 0) with the highest CytoTRACE stemness potential and highest EMT activity exists in ESCC scRNA-seq data

  escc degs eca109 kyse180 scrna-seq machine immunohistochemistry

• Histone methyl-transferase G9a inhibition boosts the efficacy of immune checkpoint inhibitors in experimental hepatocellular carcinoma.

  PMID 41923620 · PMC13130624 · Cell reports. Medicine · 2026 · 7 claims · 8 setups

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  G9a expression inversely correlates with gene signatures predictive of favorable ICI response across multiple HCC patient cohorts

  tcga advanced nm53 plc bulk single-cell rt-qpcr