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).

• SMAC, a computational system to link literature, biomedical and expression data.

  PMID 31324861 · PMC6642118 · Scientific reports · 2019 · 7 claims · 6 setups

  Has reproduction · 50

  SMAC is a tool that extracts, prioritises, integrates and analyses biomedical literature and molecular data according to user-defined terms, linking PubMed and GEO.

  pubmed invasive geo cancer semantic computational gene

• Basic and applied biology of the primate reproductive tract--a symposium in honor of the career of Dr Robert M Brenner: introduction and overview.

  PMID 17118166 · PMC1775062 · Reproductive biology and endocrinology : RB&E · 2006 · 8 claims · 6 setups

  Full-text index only

  A critical ~36-hour window exists after progesterone withdrawal in macaques during which menstruation can still be blocked by progesterone add-back, after which it becomes inevitable

  ovariectomized baboon endometrium macaque hormone laparoscopic immunohistochemistry

• Distinct lncRNA transcriptional fingerprints characterize progressive stages of multiple myeloma.

  PMID 26895470 · PMC4924754 · Oncotarget · 2016 · 8 claims · 4 setups

  Has reproduction · 36

  31 lncRNAs are deregulated in plasma cell dyscrasia tumor samples compared to normal plasma cell controls (19 upregulated, 12 downregulated)

  plasma gene patients proprietary lncrna custom gene

• Functional genomics in zebrafish permits rapid characterization of novel platelet membrane proteins.

  PMID 19109564 · PMC2680375 · Blood · 2009 · 8 claims · 6 setups

  Full-text index only

  Zebrafish morpholino knockdown combined with a laser-induced arterial thrombosis assay is a fast, powerful method for initial functional screening of novel platelet genes.

  blood platelets platelet-rich platelet whole-genome quantitative flow

• Metabolic syndrome: from epidemiology to systems biology.

  PMID 18852695 · PMC2829312 · Nature reviews. Genetics · 2008 · 8 claims · 8 setups

  Full-text index only

  MetSyn component traits (obesity, insulin resistance, dyslipidaemia, hypertension) exhibit causal interactions and common etiologies rather than being independent conditions

  populations rats adipose four genome-wide linkage gene

• Discovery of molecular subtypes in leiomyosarcoma through integrative molecular profiling.

  PMID 19901961 · PMC2820592 · Oncogene · 2010 · 8 claims · 6 setups

  Full-text index only

  Unsupervised gene expression clustering identifies 3 reproducible molecular subtypes of LMS (Group I/muscle-enriched, Group II, Group III)

  lms independent soft gene array immunohistochemistry

• Re-evaluating early breast neoplasia.

  PMID 18279539 · PMC2374963 · Breast cancer research : BCR · 2008 · 8 claims · 7 setups

  Full-text index only

  The classic single linear model of breast cancer progression requires revision based on high-throughput molecular genetic and gene expression data.

  dcis breast patient-matched premalignant comparative combined cdna

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

  PMID 34575658 · PMC8472680 · Journal of personalized medicine · 2021 · 6 claims · 4 setups

  Has reproduction · 86

  A training gene set of 719 unique upregulated DEGs (subtype-specific) can be used to build ML models that classify TNBC into BLIA, BLIS, MES, and LAR subtypes.

  known tnbc unique unknown gene machine term

• Molecular and Clinical Relevance of ZBTB38 Expression Levels in Prostate Cancer.

  PMID 32365491 · PMC7281456 · Cancers · 2020 · 8 claims · 7 setups

  Has reproduction · 35

  ZBTB38 expression is decreased in localised prostate cancer and further decreased in metastatic prostate cancer compared to non-cancerous prostate tissue

  prostate localised gene rna-sequencing clinico-pathological

• Expression of full-length p53 and its isoform Deltap53 in breast carcinomas in relation to mutation status and clinical parameters.

  PMID 17054774 · PMC1636663 · Molecular cancer · 2006 · 7 claims · 7 setups

  Full-text index only

  The alternative splice isoform Δp53 mRNA is co-expressed with full-length p53 mRNA in breast tumors and cell lines

  breast universal p53 subset qrt-pcr bioinformatic structure

• Cardiovascular genetic medicine: genomic assessment of prognosis and diagnosis in patients with cardiomyopathy and heart failure.

  PMID 20559924 · PMC4745893 · Journal of cardiovascular translational research · 2008 · 8 claims · 6 setups

  Full-text index only

  Molecular signature analysis (MSA) uses machine-learning/classification methods (e.g., PAM/nearest shrunken centroids) on gene expression patterns to classify samples by phenotype for diagnosis, prognosis, or therapy response.

  myocardial endomyocardial peripheral pbmcs microarray allomap gene

• Expression quantitative trait loci in sheep liver and muscle contribute to variations in meat traits.

  PMID 33461502 · PMC7812657 · Genetics, selection, evolution : GSE · 2021 · 7 claims · 6 setups

  Has reproduction · 90

  Many significant cis-eQTL (geQTL, eeQTL, sQTL) were detected in sheep liver and muscle at FDR < 0.01.

  sheep bulk whole-genome cis-eqtl

• Identifying Molecular Subtypes and 6-Gene Prognostic Signature Based on Hypoxia for Optimizing Targeted Therapies in Non-Small Cell Lung Cancer.

  PMID 35509605 · PMC9058021 · International journal of general medicine · 2022 · 8 claims · 8 setups

  Has reproduction · 59

  NSCLC samples can be classified into two molecular subtypes (C1 and C2) based on hypoxia-related gene expression via consensus clustering

  tcga-nsclc geo bulk microarray unsupervised

• 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

• Therapeutic Stress-Induced Remodeling of Transposable Elements and TE-Gene Chimeras in KYSE150 Esophageal Squamous Cell Carcinoma Cells.

  PMID 42074115 · PMC13116134 · International journal of molecular sciences · 2026 · 8 claims · 8 setups

  Has reproduction · 67

  Combined 125I radiation and carfilzomib treatment causes structured, non-random remodeling of the TE transcriptome in KYSE150 ESCC cells.

  kyse150 bulk rna-seq-based differential

• High-resolution aCGH and expression profiling identifies a novel genomic subtype of ER negative breast cancer.

  PMID 17925008 · PMC2246289 · Genome biology · 2007 · 7 claims · 8 setups

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  A novel subtype of high-grade ER-negative breast cancer exists, characterized by a low genomic instability index (GII)

  breast computational array-cgh gene bac

• Colocalization of increased transforming growth factor-beta-induced protein (TGFBIp) and Clusterin in Fuchs endothelial corneal dystrophy.

  PMID 19011008 · PMC2719557 · Investigative ophthalmology & visual science · 2009 · 6 claims · 5 setups

  Full-text index only

  TGFBIp (multiple molecular weight forms) is significantly overexpressed in FECD HCEC-DM complex compared to normal endothelium

  pooled hcec-dm corneal 2-d western real-time

• Synaptic dysfunction and oxidative stress in Alzheimer's disease: emerging mechanisms.

  PMID 16989739 · PMC3933161 · Journal of cellular and molecular medicine · 2006 · 6 claims · 8 setups

  Full-text index only

  Mutations in APP, PS1 and PS2 genes and polymorphisms in the APOE gene are implicated in AD pathogenesis

  alzheimer brain alzheimer's presenilin-1 microarray proteomic transgenic

• Assessment tool based on fatty acid metabolic signatures for predicting the prognosis and treatment response in bladder cancer.

  PMID 38076064 · PMC10703629 · Heliyon · 2023 · 8 claims · 8 setups

  Has reproduction · 71

  Consensus clustering of prognosis-related fatty acid metabolism genes (FAMGs) identifies three molecular subtypes of BLCA (FAMC1, FAMC2, FAMC3) with distinct prognoses and tumor microenvironments

  tcga-blca famc1-3 differentially gse32894 bulk consensus gene

• Metabolic reprogramming and prognostic insights in molecular landscapes driven by glycolysis in ovarian cancer.

  PMID 40707588 · PMC12290113 · Scientific reports · 2025 · 7 claims · 8 setups

  Has reproduction · 77

  457 differentially expressed GRGs were identified between OC and normal ovarian tissue, of which 30 were significantly associated with prognosis

  tcga-oc tcga-oc-gse26193 ov_gse154600 iose-80 bulk univariate copy