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).

• Genome wide identification of recessive cancer genes by combinatorial mutation analysis.

  PMID 18846217 · PMC2557123 · PloS one · 2008 · 7 claims · 4 setups

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  A combinatorial mutation analysis identified 154 candidate recessive cancer genes (pRecessiveCancer<1.5x10-7, FDR=0.39)

  refseq tp53 tumor 154-gene est paired array

• Wx: a neural network-based feature selection algorithm for transcriptomic data.

  PMID 31324856 · PMC6642261 · Scientific reports · 2019 · 8 claims · 8 setups

  Has reproduction · 50

  The Wx algorithm ranks genes by a discriminative index (DI) score representing classification power for distinguishing given groups, enabling intuitive selection of optimal biomarker genes.

  tcga melanoma lung head bulk single-cell rna-seq

• Identification of a novel lncRNA prognostic signature and analysis of functional lncRNA AC115619.1 in hepatocellular carcinoma.

  PMID 37614318 · PMC10442647 · Frontiers in pharmacology · 2023 · 8 claims · 8 setups

  Has reproduction · 87

  A six-lncRNA prognostic signature (LINC02428, LINC02163, AC008549.1, AC115619.1, CASC9, LINC02362) predicts overall survival in HCC patients

  hcc tcga paired snu-449 lncrna sequencing univariate

• Effects of two common polymorphisms in the 3' untranslated regions of estrogen receptor beta on mRNA stability and translatability.

  PMID 19754929 · PMC2759954 · BMC genetics · 2009 · 8 claims · 4 setups

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  Breast tumor heterozygotes show a significant difference in relative mRNA levels between the two alleles of rs4986938

  breast hek293 erβ1 allelic luciferase stability

• Involvement of N4BP2L1, PLEKHA4, and BEGAIN genes in breast cancer and muscle cell development.

  PMID 38859961 · PMC11163233 · Frontiers in cell and developmental biology · 2024 · 8 claims · 8 setups

  Has reproduction · 73

  N4BP2L1, PLEKHA4, and BEGAIN, normally highly expressed in breast myoepithelial and smooth muscle cells, are significantly downregulated in breast tumor tissue of a 50-patient cohort

  breast paired embryonic hesc-derived bulk rt-qpcr immunofluorescence

• OncoDB.HCC: an integrated oncogenomic database of hepatocellular carcinoma revealed aberrant cancer target genes and loci.

  PMID 17098932 · PMC1669730 · Nucleic acids research · 2007 · 7 claims · 6 setups

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  OncoDB.HCC integrates human HCC LOH, CGH, microarray/proteomic expression, PubMed-reported gene data, and rodent HCC QTLs into a single physical-map-based database

  paired hcc rodent semi-quantitative microarray comparative

• Sequence, "subtle" alternative splicing and expression of the CYYR1 (cysteine/tyrosine-rich 1) mRNA in human neuroendocrine tumors.

  PMID 17442112 · PMC1863428 · BMC cancer · 2007 · 7 claims · 5 setups

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  CYYR1 mRNA undergoes a 'subtle' alternative splicing event generating two isoforms (CAG- and CAG+) differing by a single alanine codon at the exon3/exon4 junction

  neuroendocrine tumors normal cyyr1 rt-pcr quantitative psti

• Focused glycomic analysis of the N-linked glycan biosynthetic pathway in ovarian cancer.

  PMID 18690643 · PMC3970323 · Proteomics · 2008 · 8 claims · 5 setups

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  N-linked glycan biosynthetic enzyme transcript profiles in normal mouse and human ovarian tissue are similar, indicating species conservation

  ovarian qrt-pcr lectin con

• Two-dimensional electrophoretic comparison of metastatic and non-metastatic human breast tumors using in vitro cultured epithelial cells derived from the cancer tissues.

  PMID 18416831 · PMC2377273 · BMC cancer · 2008 · 6 claims · 4 setups

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  Three protein spots were significantly altered in abundance between metastase-positive and metastase-negative breast cancer patient groups

  excised formalin-fixed log-normalized two-dimensional liquid immunohistochemistry

• Targeted disruption of the S1P2 sphingosine 1-phosphate receptor gene leads to diffuse large B-cell lymphoma formation.

  PMID 19903857 · PMC2973841 · Cancer research · 2009 · 8 claims · 8 setups

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  S1P2−/− mice develop clonal B-cell lymphomas with age, with ~half affected by 1.5-2 years

  s1p2− lymphoma bone genomic necropsy histology flow

• Mutually exclusive teams-like patterns of gene regulation characterize phenotypic heterogeneity along the noradrenergic-mesenchymal axis in neuroblastoma.

  PMID 38230570 · PMC10795782 · Cancer biology & therapy · 2024 · 8 claims · 6 setups

  Has reproduction · 87

  NOR-specific and MES-specific gene expression patterns are largely mutually exclusive, exhibiting a teams-like behavior across multiple bulk NB transcriptomic datasets

  lines bulk single-cell housekeeping bulk pca single-sample

• Clustering and machine learning-based integration identify cancer associated fibroblasts genes' signature in head and neck squamous cell carcinoma.

  PMID 37065499 · PMC10098459 · Frontiers in genetics · 2023 · 8 claims · 8 setups

  Has reproduction · 63

  Clustering of 31 CAFs genes across 868 HNSCC samples identifies two distinct molecular patterns (C1, C2) with different survival outcomes

  hnscc combined gse164690 tcga-hnsc ssgsea unsupervised immune

• 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

• Tumor suppressor in lung cancer 1 (TSLC1) alters tumorigenic growth properties and gene expression.

  PMID 16083501 · PMC1208945 · Molecular cancer · 2005 · 8 claims · 8 setups

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  Restoration of TSLC1 expression in A549 cells (yielding the 12.2 line) suppresses tumorigenic growth, markedly reducing cell expansion/proliferation rate.

  a549 nsclc expansion wst-1 flow

• Identification of BRCA1 missense substitutions that confer partial functional activity: potential moderate risk variants?

  PMID 18036263 · PMC2246181 · Breast cancer research : BCR · 2007 · 8 claims · 8 setups

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  Revised multifactorial likelihood analysis incorporating ER, CK5/6, and CK14 tumor immunohistochemistry improves classification of BRCA1 unclassified variants

  archival kconfab myriad lymphoblastoid immunohistochemistry multifactorial co-occurrence

• Application of Machine Learning in Predicting Hepatic Metastasis or Primary Site in Gastroenteropancreatic Neuroendocrine Tumors.

  PMID 37887568 · PMC10605255 · Current oncology (Toronto, Ont.) · 2023 · 8 claims · 7 setups

  Has reproduction · 59

  Multi-gene random forest models classify primary tumor vs. liver metastasis samples with 100% accuracy in training/test cohorts and >90% accuracy in an independent validation cohort

  pancreatic rna-seq liver tumor bulk machine multi-label

• Loss of heterozygosity at 2q37 in sporadic Wilms' tumor: putative role for miR-562.

  PMID 19789318 · PMC2756455 · Clinical cancer research : an official journal of the American Association for Cancer Research · 2009 · 8 claims · 8 setups

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  2q37 harbors a tumor suppressor gene important in Wilms tumor pathogenesis

  sporadic wilms fetal 293t loh multiplex genome-wide

• Comparative analysis of molecular signatures reveals a hybrid approach in breast cancer: Combining the Nottingham Prognostic Index with gene expressions into a hybrid signature.

  PMID 35143511 · PMC8830616 · PloS one · 2022 · 8 claims · 6 setups

  Has reproduction · 48

  A hybrid signature combining the Nottingham Prognostic Index with SIS-selected gene expressions can be built in a data-driven fashion (NPI treated as a gene expression during feature selection).

  metabric scan-b gene rna-seq feature

• Developing a thyroid cancer differentiation state classification system using deep residual networks and metabolic signature profiling.

  PMID 40993300 · PMC12460824 · NPJ digital medicine · 2025 · 8 claims · 7 setups

  Has reproduction

  A ResNet classifier built on a 10-gene metabolic signature distinguishes all thyroid cancer differentiation states with ~92.7% average accuracy.

  fuscc epithelial aggregated untargeted whole-exome bulk

• Array-based profiling of reference-independent methylation status (aPRIMES) identifies frequent promoter methylation and consecutive downregulation of ZIC2 in pediatric medulloblastoma.

  PMID 17344319 · PMC1874664 · Nucleic acids research · 2007 · 7 claims · 7 setups

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  aPRIMES is a novel array-based method that detects direct (absolute) methylation status of CGIs via competitive hybridization of McrBC-digested (methylated) versus HpaII/BstUI-digested (unmethylated) DNA from the same genome, avoiding reference-tissue and copy-number biases

  pediatric tumor eight desmoplastic aprimes bisulfite quantitative