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
Using random walks to identify cancer-associated modules in expression data.
PMID 24128261 · PMC4015830 · BioData mining · 2013 · 8 claims · 8 setups
Walktrap-GM, a random-walk community detection algorithm adapted with stopping criteria (maximum modularity, maximum size, maximum module score), identifies modules significantly enriched with cancer genes in expression-weighted interaction networks.
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CGMIM: automated text-mining of Online Mendelian Inheritance in Man (OMIM) to identify genetically-associated cancers and candidate genes.
PMID 15796777 · PMC1274267 · BMC bioinformatics · 2005 · 8 claims · 2 setups
CGMIM is a Perl program that text-mines OMIM entries to identify cancer-gene associations and genetically-related cancer type pairs.
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Has reproduction · 95
A systems-level analysis of the mutually antagonistic roles of RKIP and BACH1 in dynamics of cancer cell plasticity.
PMID 37963558 · PMC10645512 · Journal of the Royal Society, Interface · 2023 · 8 claims · 7 setups
RKIP and BACH1 are negatively correlated with each other across most cancer types in TCGA
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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 using a DI score reflecting each gene's classification power for distinguishing two groups.
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Integrated proteomic analysis of human cancer cells and plasma from tumor bearing mice for ovarian cancer biomarker discovery.
PMID 19936259 · PMC2775948 · PloS one · 2009 · 8 claims · 8 setups
Integrated proteomic analysis of a cancer mouse model and human cancer cell populations provides an effective approach to identify potential circulating protein biomarkers.
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Interactome-transcriptome analysis reveals the high centrality of genes differentially expressed in lung cancer tissues.
PMID 16188928 · PMC4631381 · Bioinformatics (Oxford, England) · 2005 · 7 claims · 4 setups
Genes upregulated in squamous cell lung cancer are highly connected (well-connected) nodes in the protein interactome
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Implication of BRCA2 -26G>A 5' untranslated region polymorphism in susceptibility to sporadic breast cancer and its modulation by p53 codon 72 Arg>Pro polymorphism.
PMID 17945002 · PMC2242669 · Breast cancer research : BCR · 2007 · 8 claims · 7 setups
-26G>A polymorphism in the BRCA2 5' UTR is functional: the A allele drives roughly twice the reporter gene expression of the G allele in MCF-7 and HeLa cells
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Swarm intelligence based wavelet coefficient feature selection for mass spectral classification: an application to proteomics data.
PMID 19733729 · PMC2748225 · Analytica chimica acta · 2009 · 8 claims · 4 setups
ACA-based wavelet coefficient feature selection can achieve up to 100% classification accuracy on training, validating, and independent testing sets using only 5 selected features.
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Association of replication error positive phenotype with lymphocyte infiltration in endometrial cancers.
PMID 9818024 · PMC5921952 · Japanese journal of cancer research : Gann · 1998 · 7 claims · 4 setups
RER+ phenotype (microsatellite instability at ≥2 of 7 loci) occurs in a subset (21-23%) of sporadic endometrioid endometrial adenocarcinomas but not in other histological types or endometrial hyperplasia
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Tailoring communication in consultations with women from high risk breast cancer families.
PMID 12189544 · PMC2376156 · British journal of cancer · 2002 · 8 claims · 5 setups
Patient demographics were more likely to predict consultants' communication behaviours than the woman's psychological status
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Has reproduction · 30
Genomic and transcriptomic plasticity in treatment-naive ovarian cancer.
PMID 24221193 · PMC3912411 · Genome research · 2014 · 8 claims · 8 setups
Treatment-naïve epithelial ovarian cancers show extensive intra-tumor heterogeneity of genomic rearrangements, with the most substantial differences occurring between omentum/peritoneum metastases and ovarian tumor sites.
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HapMap-based study of the 17q21 ERBB2 amplicon in susceptibility to breast cancer.
PMID 17117180 · PMC2360759 · British journal of cancer · 2006 · 6 claims · 5 setups
Common genetic variation (tSNPs and haplotypes) across the 400-kb 17q21 ERBB2 amplicon is not associated with breast cancer risk in British women.
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Predicting positive p53 cancer rescue regions using Most Informative Positive (MIP) active learning.
PMID 19756158 · PMC2742196 · PLoS computational biology · 2009 · 8 claims · 4 setups
MIP active learning is a novel active learning method that preferentially seeks informative Positive (functionally active) examples rather than only maximizing classifier accuracy.
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"Sequencing-grade" screening for BRCA1 variants by oligo-arrays.
PMID 18973698 · PMC2583995 · Journal of translational medicine · 2008 · 7 claims · 6 setups
An oligo-array platform can detect BRCA1 SNPs, insertions, and deletions of known and unknown variants, including in heterozygous conditions, with accuracy comparable to direct sequencing
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Mutational analysis of oncogenic AKT E17K mutation in common solid cancers and acute leukaemias.
PMID 18392055 · PMC2391109 · British journal of cancer · 2008 · 7 claims · 8 setups
AKT1 E17K mutation occurs in breast cancers at a low frequency (4/93, 4.3%)
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Haplotype analysis suggest common founders in carriers of the recurrent BRCA2 mutation, 3398delAAAAG, in French Canadian hereditary breast and/ovarian cancer families.
PMID 16539696 · PMC1464093 · BMC medical genetics · 2006 · 7 claims · 6 setups
Carriers of the 3398delAAAAG BRCA2 mutation share one of two closely related haplotypes (7-3-9-3-[3/4]-7), consistent with a common ancestral origin.
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In silico analysis of missense substitutions using sequence-alignment based methods.
PMID 18951440 · PMC3431198 · Human mutation · 2008 · 8 claims · 7 setups
Carefully validated PMSA-based computational algorithms can achieve predictive values of ~75-95% for classifying missense substitutions as pathogenic or neutral.
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PedGenie: an analysis approach for genetic association testing in extended pedigrees and genealogies of arbitrary size.
PMID 16620382 · PMC1459209 · BMC bioinformatics · 2006 · 7 claims · 3 setups
PedGenie is a valid, flexible statistical tool for genetic association analysis in pedigrees of arbitrary size and structure using Monte Carlo significance testing
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Emerging translational bioinformatics: knowledge-guided biomarker identification for cancer diagnostics.
PMID 19964620 · PMC5003034 · Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference · 2009 · 8 claims · 3 setups
omniBiomarker, a web-based application, uses prior biological knowledge to identify the most biologically relevant gene ranking metric for a given clinical problem
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A European focus on proteomics.
PMID 15128441 · PMC416463 · Genome biology · 2004 · 8 claims · 8 setups
MALDI-MS and ESI-MS are complementary techniques that identify overlapping but distinct subsets of proteins