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).

• 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

• Predicting Bone Metastasis Using Gene Expression-Based Machine Learning Models.

  PMID 34858485 · PMC8631472 · Frontiers in genetics · 2021 · 8 claims · 5 setups

  Has reproduction · 62

  A DNN model built on 34 top-ranked hub genes achieves the highest prediction accuracy (AUC 92.11%) for distinguishing primary from bone-metastasized tumors

  breast degs geo tcga microarray protein-protein machine

• Single-cell spatial transcriptomics reveals tumor microenvironment heterogeneity in primary and lymph node-metastatic small cell lung cancer.

  PMID 41916294 · PMC13130650 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  Three malignant subclusters (C5, C6, C9) are enriched in LNM tumors and display distinct metabolic and angiogenic programs alongside spatial immune exclusion

  pt-lnm spatial single-cell multi-organ single-cell multiplex h&e

• Comparison of prognostic gene expression signatures for breast cancer.

  PMID 18717985 · PMC2533026 · BMC genomics · 2008 · 8 claims · 5 setups

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  The three prognostic signatures (70-gene, 76-gene, GGI) show similar prognostic performance for predicting DMFS despite differing gene identity and development approach

  tbagd tbvdx gene clinical survival

• Gene Dosage Analysis on the Single-Cell Transcriptomes Linking Cotranslational Protein Targeting to Metastatic Triple-Negative Breast Cancer.

  PMID 34577617 · PMC8472593 · Pharmaceuticals (Basel, Switzerland) · 2021 · 8 claims · 7 setups

  Has reproduction · 53

  A computational framework mapping single-cell Z-score expression to matched patient-level CNV data can identify recurrent, cross-cell-type copy-number-driven expression (dosage) events.

  tnbc independent cng-up breast single-cell gene network

• Mitotic checkpoint protein hsMAD2 as a marker predicting liver metastasis of human gastric cancers.

  PMID 11572763 · PMC5926839 · Japanese journal of cancer research : Gann · 2001 · 8 claims · 4 setups

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  No mutations were found in the coding sequence of the hsMAD2 gene in 32 primary gastric cancers

  gastric cancer formalin-fixed near-diploid pcr semi-quantitative immunohistochemistry

• Genomic and proteomic approaches for studying human cancer: prospects for true patient-tailored therapy.

  PMID 15601541 · PMC3525069 · Human genomics · 2004 · 8 claims · 6 setups

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  DNA microarray gene expression profiling generates robust molecular classifications for many tumour types (brain, breast, colon, gastric, kidney, leukaemia, lymphoma, lung, melanoma, ovary, prostate, etc.)

  breast sars serum tumour microarray custom mass

• PMEPA1 modulates YAP1 nuclear translocation to disrupt EMT subtypes and promote metastasis in Biliary tract cancer.

  PMID 41932868 · PMC13172513 · Cell death & disease · 2026 · 8 claims · 8 setups

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  PMEPA1 is a pivotal EMT regulator in BTC; its high expression correlates with adverse prognosis and distant metastasis

  btc tcga hucct1 scrna-seq cnmf bulk

• FRMD8 inhibits tumor metastasis in BRCA1-associated TNBC by negatively regulating tmTNF-α.

  PMID 40619383 · PMC12229025 · Cellular & molecular biology letters · 2025 · 8 claims · 8 setups

  Has reproduction · 73

  Low FRMD8 expression in BRCA1-mutant breast cancer cells significantly enhances metastatic potential to various organs

  tnbc geo breast frmd8 bulk meta-analysis single-cell

• Comprehensive analysis of metastatic gastric cancer tumour cells using single-cell RNA-seq.

  PMID 33441952 · PMC7806779 · Scientific reports · 2021 · 8 claims · 6 setups

  Has reproduction · 47

  Carcinoma cell profiles are distinct for each patient, while diverse microenvironmental (nonmalignant) subsets are shared across different patients.

  tumour single differentially seurat-identified single-cell differential gene

• Microarray analysis: genome-scale hypothesis scanning.

  PMID 14551912 · PMC212694 · PLoS biology · 2003 · 8 claims · 5 setups

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  Microarrays can be used to both test and generate hypotheses, not merely to fish for candidate genes.

  drosophila yeast diffuse breast microarray integrated gene

• Human disease classification in the postgenomic era: a complex systems approach to human pathobiology.

  PMID 17625512 · PMC1948102 · Molecular systems biology · 2007 · 8 claims · 5 setups

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  Current syndromic disease classification lacks specificity despite historically serving clinicians well

  prostate neurodegenerative experimental genetic reverse-engineered protein-protein gene

• Cross species genomic analysis identifies a mouse model as undifferentiated pleomorphic sarcoma/malignant fibrous histiocytoma.

  PMID 19956606 · PMC2779485 · PloS one · 2009 · 8 claims · 7 setups

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  A 100-gene signature from LSL-KrasG12D;Trp53Flox/Flox mouse sarcomas (vs normal muscle) is specifically and significantly enriched in human MFH but not other soft tissue sarcoma subtypes across three independent human datasets.

  lsl-krasg12d soft combined mfh microarray gene oncogenic

• mtDNA G10398A variant in African-American women with breast cancer provides resistance to apoptosis and promotes metastasis in mice.

  PMID 19763141 · PMC2909846 · Journal of human genetics · 2009 · 8 claims · 8 setups

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  The G10398A cybrid shows slower proliferation and delayed cell cycle progression (G1 accumulation, decreased G2/M) compared to wild-type G10398 cybrid

  blood mitochondria g10398a cybrid pcr cybrid spectrophotometric

• The Aging Microenvironment Is a Determinant of Immune Exclusion and Metastatic Fate in Pancreatic Cancer.

  PMID 41202211 · PMC12768431 · Cancer research · 2026 · 8 claims · 8 setups

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  Organismal aging accelerates PDAC progression and metastatic burden in an age-relevant syngeneic orthotopic mouse model

  kpc4662 orthotopic pdac pancreatic orthotopic heterochronic ultrasound

• Tight junction-high and CDH17-positive cell population is the source of colorectal cancer liver metastases.

  PMID 41484106 · PMC12881549 · Nature communications · 2026 · 8 claims · 8 setups

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  Loss/inhibition of IKKα unexpectedly promotes, rather than suppresses, CRC liver metastasis in patient-derived organoid (PDO) xenograft models.

  pdo5 pdo5-derived crc dld1 intrasplenic immunohistochemistry kaplan-meier

• Multi-omics evaluation of cell lines as models for metastatic prostate cancer.

  PMID 41876625 · PMC13171877 · Communications biology · 2026 · 8 claims · 8 setups

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  Substantial genomic differences exist between metastatic prostate cancer patient samples and prostate cancer cell lines, including hotspot mutations largely absent from cell lines.

  prostate metastatic su2c tcga somatic copy bulk

• Dissecting tumor heterogeneity in colorectal cancer: uncovering the role of BCL2L1(+) cells through single-cell analysis.

  PMID 41958675 · PMC13056825 · Frontiers in immunology · 2026 · 8 claims · 8 setups

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  scRNA-seq identifies five CRC tumor cell subtypes, with the C4 BCL2L1+ subtype predominantly enriched in liver metastases and showing enhanced proliferation, metabolic reprogramming, and anti-apoptotic activity

  crc epcs malignant tcga scrna-seq infercnv cytotrace

• 93rd Annual Meeting of the American Association for Cancer Research, San Francisco, CA, USA, 6-10 April 2002.

  PMID 12100742 · PMC138737 · Breast cancer research : BCR · 2002 · 8 claims · 8 setups

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  Serial analysis of gene expression identifies genes preferentially expressed in ductal carcinoma in situ

  breast laser serum bladder cdna western seldi-tof

• Preponderance of the oncogenic V599E and V599K mutations in B-raf kinase domain is enhanced in melanoma cutaneous/subcutaneous metastases.

  PMID 15935100 · PMC1164406 · BMC cancer · 2005 · 8 claims · 4 setups

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  B-raf exon 15 somatic mutations occur in 24/60 (40%) of cutaneous/subcutaneous melanoma metastases, similar to the frequency in primary melanomas

  paraffin-embedded cloned same predicted pcr cloning blastx