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 · 51
A platelet-related signature for predicting the prognosis and immunotherapy benefit in bladder cancer based on machine learning combinations.
PMID 39280688 · PMC11399026 · Translational andrology and urology · 2024 · 8 claims · 8 setups
An Enet (alpha=0.4) machine-learning algorithm built from 10 platelet-related genes yields the optimal platelet-related signature (PRS) for bladder cancer prognosis, with average C-index 0.73
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Has reproduction · 40
Machine learning developed an intratumor heterogeneity signature for predicting clinical outcome and immunotherapy benefit in bladder cancer.
PMID 39100839 · PMC11291408 · Translational andrology and urology · 2024 · 8 claims · 8 setups
An integrative machine learning procedure (10 methods, 101 algorithm combinations) identified an Enet (alpha=0.2)-based intratumor heterogeneity-related signature (IRS) with the highest average C-index (0.69) across TCGA and GEO cohorts
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Bladder tumour-derived somatic TSC1 missense mutations cause loss of function via distinct mechanisms.
PMID 18397877 · PMC2427143 · Human molecular genetics · 2008 · 8 claims · 8 setups
All six somatic TSC1 missense mutations found in bladder tumours cause loss of TSC1 function, but via distinct molecular mechanisms.
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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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Comparative genomic mapping of the bovine Fragile Histidine Triad (FHIT) tumour suppressor gene: characterization of a 2 Mb BAC contig covering the locus, complete annotation of the gene, analysis of cDNA and of physiological expression profiles.
PMID 16719907 · PMC1513570 · BMC genomics · 2006 · 8 claims · 5 setups
A 2 Mb BAC contig of 78 clones was assembled covering the entire bovine FHIT locus