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).

• Cancer-specific high-throughput annotation of somatic mutations: computational prediction of driver missense mutations.

  PMID 19654296 · PMC2763410 · Cancer research · 2009 · 7 claims · 7 setups

  Full-text index only

  CHASM, a Random Forest-based computational method, was developed to identify and prioritize missense mutations likely to be functional drivers of tumor cell proliferation.

  missense same synthetic tp53 random support principal

• Mutation in mitochondrial complex I ND6 subunit is associated with defective response to hypoxia in human glioma cells.

  PMID 15248896 · PMC481082 · Molecular cancer · 2004 · 8 claims · 8 setups

  Full-text index only

  An unreported T14634C mutation in the mtDNA-encoded ND6 subunit of Complex I is present in the hypoxia-sensitive glioma cell line M010b but not in hypoxia-tolerant lines.

  gbm m010b m006x mtdna quantitative mitochondrial

• Evidence for L1-associated DNA rearrangements and negligible L1 retrotransposition in glioblastoma multiforme.

  PMID 27843499 · PMC5105311 · Mobile DNA · 2016 · 6 claims · 7 setups

  Has reproduction · 67

  Canonical (endonuclease-dependent, TPRT-driven) L1 retrotransposition is absent or negligible in GBM tumours and cultured GBM cell lines

  brain tumour gbm retrotransposon empty qrt-pcr

• Different molecular patterns in glioblastoma multiforme subtypes upon recurrence.

  PMID 19644652 · PMC2811648 · Journal of neuro-oncology · 2010 · 7 claims · 5 setups

  Full-text index only

  Type 1 GBM (p53 mutation, no EGFR amplification) and type 2 GBM (EGFR amplification, no p53 mutation) conserve their original molecular pattern at relapse.

  paired gbm sequencing semiquantitative microsatellite

• 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

• An integrated genomic analysis of human glioblastoma multiforme.

  PMID 18772396 · PMC2820389 · Science (New York, N.Y.) · 2008 · 8 claims · 7 setups

  Full-text index only

  IDH1 is recurrently mutated at its active site (R132) in 12% of GBM patients, a previously unrecognized alteration in GBM.

  gbm additional missense exome targeted snp

• Immunoregulatory Roles of Tumor-Originated Pericytes Identified by Single-Cell Analysis in Glioblastoma.

  PMID 41001759 · PMC12713092 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025 · 6 claims · 8 setups

  Has reproduction

  Human primary GBMs contain both tumor-originated pericytes (T-PCs) and normal-originated pericytes (N-PCs) with distinctive cell-intrinsic features.

  cd45-cd146+ dissociated frozen cd146+ scrna-seq fluorescence-activated immunofluorescence

• Fast, accurate, and racially unbiased pan-cancer tumor-only variant calling with tabular machine learning.

  PMID 36611079 · PMC9825621 · NPJ precision oncology · 2023 · 7 claims · 8 setups

  Has reproduction

  Tabular ML classifiers (TabNet, XGBoost, LightGBM) trained on tumor-only-derived features achieve state-of-the-art somatic vs germline classification, with AUC>94% on TCGA holdout and AUC>85% on metastatic melanoma.

  tcga metastatic tumor-only whole-exome wes copy-number

• Somatic mutations of the Parkinson's disease-associated gene PARK2 in glioblastoma and other human malignancies.

  PMID 19946270 · PMC4002225 · Nature genetics · 2010 · 8 claims · 8 setups

  Full-text index only

  PARK2 is a frequently and specifically targeted gene within recurrent 6q25.2-q27 copy number losses in glioblastoma and colon cancer

  colon gbm cancer dbtrg array pcr colony

• Comprehensive genomic characterization defines human glioblastoma genes and core pathways.

  PMID 18772890 · PMC2671642 · Nature · 2008 · 8 claims · 5 setups

  Full-text index only

  NF1 is a genuine human glioblastoma suppressor gene, inactivated by mutation, deletion, or expression loss in at least 23% of GBM samples

  glioblastoma gbm matched sequenced copy gene methylation

• Specific Marker Gene Analysis for Primary Central Nervous System Lymphoma Based on Methylation Difference and Development of Detection Primers.

  PMID 41097902 · PMC12528802 · Brain and behavior · 2025 · 6 claims · 6 setups

  Has reproduction · 62

  RHEB promoter hypermethylation is a PCNSL-specific biomarker distinguishing PCNSL from other CNS diseases.

  datasets cns tcga gdc 450k rrbs roc