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).
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Has reproduction · 76
Topologically inferring pathway activity toward precise cancer classification via integrating genomic and metabolomic data: prostate cancer as a case.
PMID 26286638 · PMC4541321 · Scientific reports · 2015 · 6 claims · 4 setups
DRW-GM integrates gene expression and metabolomic profiles via directed random walk on a global gene–metabolite pathway graph to weight genes by topological importance and infer reproducible pathway activities
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Has reproduction · 35
Molecular and Clinical Relevance of ZBTB38 Expression Levels in Prostate Cancer.
PMID 32365491 · PMC7281456 · Cancers · 2020 · 8 claims · 7 setups
ZBTB38 expression is decreased in localised prostate cancer and further decreased in metastatic prostate cancer compared to non-cancerous prostate tissue
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Mutation of the nm23 gene, loss of heterozygosity at the nm23 locus and K-ras mutation in ovarian carcinoma: correlation with tumour progression and nm23 gene expression.
PMID 7669582 · PMC2033876 · British journal of cancer · 1995 · 8 claims · 5 setups
A novel missense mutation (TGG→CGG, Trp133→Arg) in nm23-H2 was found in one stage III serous ovarian carcinoma
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Infrequent involvement of p53 gene mutations in the tumourigenesis of Japanese prostate cancer.
PMID 7691145 · PMC1968625 · British journal of cancer · 1993 · 6 claims · 3 setups
p53 gene mutations are infrequent in the tumorigenesis of primary Japanese prostate cancer
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Dicer, Drosha, and outcomes in patients with ovarian cancer.
PMID 19092150 · PMC2710981 · The New England journal of medicine · 2008 · 8 claims · 6 setups
Dicer and Drosha mRNA levels correlate with corresponding protein levels and are decreased in 60% and 51% of ovarian-cancer specimens, respectively
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Proteome analysis enables separate clustering of normal breast, benign breast and breast cancer tissues.
PMID 12865921 · PMC2394238 · British journal of cancer · 2003 · 6 claims · 3 setups
Hierarchical cluster analysis of 2-DE proteome data can distinguish normal breast, benign breast, and breast cancer tissues based on protein expression profiles
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Ovarian cancer biomarkers: current options and future promise.
PMID 18926090 · PMC3381792 · Journal of the National Comprehensive Cancer Network : JNCCN · 2008 · 8 claims · 8 setups
CA125 lacks the sensitivity and specificity needed for reliable early-stage ovarian cancer detection, since only ~50% of stage I/II cases show elevated levels
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Has reproduction · 65
A urine extracellular vesicle lncRNA classifier for high-grade prostate cancer and increased risk of progression: A multi-center study.
PMID 37852185 · PMC10591064 · Cell reports. Medicine · 2023 · 8 claims · 8 setups
A 3-lncRNA urine extracellular vesicle classifier (Clnc: AC015987.1, CTD-2589M5.4, RP11-363E6.3) detects high-grade PCa with higher accuracy than PCA3, mpMRI, PCPT-RC 2.0, and ERSPC-RC
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Has reproduction · 50
Wx: a neural network-based feature selection algorithm for transcriptomic data.
PMID 31324856 · PMC6642261 · Scientific reports · 2019 · 8 claims · 8 setups
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.
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Has reproduction · 85
Predicting the pathogenicity of missense variants using features derived from AlphaFold2.
PMID 37084271 · PMC10203375 · Bioinformatics (Oxford, England) · 2023 · 6 claims · 8 setups
AlphaFold2-derived structural features (solvent accessibility, amino acid network features, physicochemical environment, pLDDT) can be used to train a random forest classifier (AlphScore) that distinguishes proxy-benign from proxy-pathogenic missense variants.
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Detection of p53 gene mutations in aspiration biopsy specimens from suspected breast cancers by polymerase chain reaction-single strand conformation polymorphism analysis.
PMID 7730136 · PMC5920757 · Japanese journal of cancer research : Gann · 1995 · 4 claims · 4 setups
Detection of p53 gene mutation by PCR-SSCP in aspirated breast biopsy specimens is a helpful method for more accurate diagnosis of suspected breast cancer
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The use of laser capture microscopy in proteomics research--a review.
PMID 15502248 · PMC3839334 · Disease markers · 2004 · 8 claims · 8 setups
LCM allows purification of specific, histologically defined cell populations from heterogeneous tissue for downstream proteomic analysis
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Proteomics as a tool for biomarker discovery.
PMID 18057524 · PMC3851415 · Disease markers · 2007 · 8 claims · 7 setups
A useful clinical biomarker must be easily attainable, have adequate sensitivity, have adequate specificity, and lead to patient benefit through intervention
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APC promoter methylation and protein expression in hepatocellular carcinoma.
PMID 17973119 · PMC2757596 · Journal of cancer research and clinical oncology · 2008 · 6 claims · 7 setups
APC promoter methylation is significantly higher in HCC compared to non-cancerous liver tissue
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Contribution of oncoproteomics to cancer biomarker discovery.
PMID 17407558 · PMC1852117 · Molecular cancer · 2007 · 6 claims · 8 setups
Oncoproteomic biomarker panels (2-DE/MS-based) show higher sensitivity and specificity than currently used single tumor markers across multiple cancer types (Table 1)
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Defining disease with laser precision: laser capture microdissection in gastroenterology.
PMID 18619446 · PMC3736118 · Gastroenterology · 2008 · 8 claims · 8 setups
LCM allows isolation of pure cell populations from heterogeneous tissue without damaging DNA, RNA, or protein integrity.
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Transcription network construction for large-scale microarray datasets using a high-performance computing approach.
PMID 18366618 · PMC2386070 · BMC genomics · 2008 · 8 claims · 7 setups
RMT removes the random noise component of the gene expression correlation matrix by testing its eigenvalue statistics against a null hypothesis derived from a truly random correlation matrix
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Proteomic interrogation of androgen action in prostate cancer cells reveals roles of aminoacyl tRNA synthetases.
PMID 19763266 · PMC2740864 · PloS one · 2009 · 8 claims · 8 setups
Androgen treatment alters the whole-cell proteome of LNCaP prostate cancer cells
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Has reproduction · 84
AI-assisted discovery of an ethnicity-influenced driver of cell transformation in esophageal and gastroesophageal junction adenocarcinomas.
PMID 36134663 · PMC9675486 · JCI insight · 2022 · 8 claims · 8 setups
An AI-guided Boolean network approach (BoNE) models transcriptomic continuum states of normal esophagus, BE, and EAC to derive classifier gene signatures
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Accurate prediction of the functional significance of single nucleotide polymorphisms and mutations in the ABCA1 gene.
PMID 16429166 · PMC1342637 · PLoS genetics · 2005 · 8 claims · 5 setups
PANTHER subPSEC scores correctly predicted the functional impact of >94% (16/17) of tested naturally occurring ABCA1 variants