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).

• Scalable Prediction of Acute Myeloid Leukemia Using High-Dimensional Machine Learning and Blood Transcriptomics.

  PMID 31918046 · PMC6992905 · iScience · 2020 · 8 claims · 8 setups

  Has reproduction · 96

  Data-driven, high-dimensional ML approaches that learn multivariate signatures directly from genome-wide transcriptomic data (no prior gene selection) yield accurate and robust AML classifiers.

  peripheral pbmc datasets hg-u133 gene bulk machine

• Characteristics of small breast and/or ovarian cancer families with germline mutations in BRCA1 and BRCA2.

  PMID 10188893 · PMC2362698 · British journal of cancer · 1999 · 7 claims · 7 setups

  Full-text index only

  Presence of at least one ovarian cancer case in a small family strongly predicts finding a BRCA1 or BRCA2 mutation.

  genomic pcr family truncation pcr multiplex

• Investigating the genetic association between ERAP1 and ankylosing spondylitis.

  PMID 19692350 · PMC2758148 · Human molecular genetics · 2009 · 8 claims · 8 setups

  Full-text index only

  The genetic association between ERAP1 and AS is confirmed in an independent replication cohort

  patients cases genotype comparison snp meta-analysis resequencing

• Genes at human chromosome 5q31.1 regulate delayed-type hypersensitivity responses associated with Leishmania chagasi infection.

  PMID 17713557 · PMC2435172 · Genes and immunity · 2007 · 7 claims · 8 setups

  Full-text index only

  SNPs in LECT2 and TGFBI show independent associations with the DTH+ phenotype, indicating two separate genes in this region control DTH+

  blood family unrelated subjects snp family-based linkage

• Replication of association between schizophrenia and ZNF804A in the Irish Case-Control Study of Schizophrenia sample.

  PMID 19844207 · PMC2797562 · Molecular psychiatry · 2010 · 8 claims · 7 setups

  Full-text index only

  rs1344706 in ZNF804A is associated with schizophrenia in the Irish ICCSS sample, replicating the original Cardiff finding

  irish iccss postmortem genomic snp haplotype logistic

• Genetic and epigenetic changes in primary metastatic and nonmetastatic colorectal cancer.

  PMID 16969349 · PMC2360724 · British journal of cancer · 2006 · 8 claims · 8 setups

  Full-text index only

  K-Ras codon 12 mutations are significantly associated with metastatic (M+) CRC

  crc 202-patient pcr-rflp sscp immunohistochemistry

• Single nucleotide polymorphisms of the APC gene and colorectal cancer risk: a case-control study in Taiwan.

  PMID 16569251 · PMC1488868 · BMC cancer · 2006 · 7 claims · 4 setups

  Full-text index only

  Three novel APC germline mutations were identified in Taiwanese subjects: a frameshift deletion at codon 460 (g.1378delG), and two missense substitutions p.V1125A and p.S1126R

  genomic taiwanese dhplc pcr sanger

• The CYP2J2 G-50T polymorphism and myocardial infarction in patients with cardiovascular risk profile.

  PMID 19105833 · PMC2626571 · BMC cardiovascular disorders · 2008 · 7 claims · 4 setups

  Full-text index only

  T-allele carriers of the CYP2J2 G-50T polymorphism had significantly more myocardial infarctions than G/G carriers in univariate analysis (21.6% vs 13.7%, p=0.026)

  whole-blood patients pooled genotyping clinical multivariate

• Interaction between two independent CNR1 variants increases risk for cocaine dependence in European Americans: a replication study in family-based sample and population-based sample.

  PMID 19052543 · PMC2879626 · Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2009 · 8 claims · 8 setups

  Full-text index only

  The interaction between SNP3^G+ genotypes and SNP8^T/T genotype significantly increases risk for cocaine dependence in EA family and EA case-control samples.

  family case-control pooled unrelated snp family-based case-control

• Coffee, caffeine-related genes, and Parkinson's disease: a case-control study.

  PMID 18759349 · PMC4554698 · Movement disorders : official journal of the Movement Disorder Society · 2008 · 8 claims · 5 setups

  Full-text index only

  Coffee drinking (ever/never or by cups/day) was not associated with PD susceptibility

  blood-derived subjects matched genomic snp structured conditional

• Protective effect of paraoxonase 1 gene variant Gln192Arg in age-related macular degeneration.

  PMID 20042177 · PMC3026437 · American journal of ophthalmology · 2010 · 6 claims · 4 setups

  Full-text index only

  The Gln192Arg PON1 polymorphism is associated with decreased susceptibility to AMD, particularly wet AMD, indicating a protective effect

  genomic pcr-amplified case-control pon1 single-strand direct genetic

• Graph Random Forest: A Graph Embedded Algorithm for Identifying Highly Connected Important Features.

  PMID 37509188 · PMC10377046 · Biomolecules · 2023 · 8 claims · 3 setups

  Has reproduction · 89

  Graph Random Forest (GRF) embeds graph/network information directly into the decision-tree building process by splitting on features in the k-hop neighborhood of a data-driven head-splitting node.

  scale-free non-small embryonic simulation rna-seq

• 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

  Has reproduction · 76

  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

  prostate global gene metabolomic computational

• Exploiting convergent phenotypes to derive a pan-cancer cisplatin response gene expression signature.

  PMID 37076665 · PMC10115855 · NPJ precision oncology · 2023 · 8 claims · 8 setups

  Has reproduction · 50

  A convergent-phenotype-based seed gene/co-expression method can extract consensus gene expression signatures predictive of response to chemotherapeutic drugs in the GDSC database

  epithelial-based tcga gdsc muscle-invasive differential co-expression signature

• Tissue plasminogen activator and plasminogen activator inhibitor type 1 gene polymorphism in patients with gastric ulcer complicated with bleeding.

  PMID 12589088 · PMC3054991 · Journal of Korean medical science · 2003 · 6 claims · 5 setups

  Full-text index only

  The t-PA I/D or D/D genotype is significantly associated with duodenal (vs gastric) ulcer location

  genomic randomly patients endoscopic allele-specific pcr logistic

• Mutant, wild type, or overall p53 expression: freedom from clinical progression in tumours of astrocytic lineage.

  PMID 15494720 · PMC2409947 · British journal of cancer · 2004 · 8 claims · 7 setups

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  Significant overexpression of p53 protein was found in 48% of 74 astrocytic tumours

  archival subset recombinant same immunohistochemistry antibody cytokeratin

• Identification of HLA-DRPhebeta47 as the susceptibility marker of hypersensitivity to beryllium in individuals lacking the berylliosis-associated supratypic marker HLA-DPGlubeta69.

  PMID 16098233 · PMC1198259 · Respiratory research · 2005 · 7 claims · 4 setups

  Full-text index only

  HLA-DPGlu69 is the primary marker of Be-hypersensitivity, present at higher frequency in berylliosis patients than in Be-sensitized subjects and Be-exposed controls

  pbmc peripheral population high beryllium lymphocyte

• Increasing the number of SNP loci does not necessarily improve prediction power at least in the comparison of MTHFR SNP and haplotypes.

  PMID 19075497 · PMC4771609 · Journal of epidemiology · 2008 · 7 claims · 6 setups

  Full-text index only

  Increasing the number of typed SNP loci does not necessarily improve prediction power, at least for the MTHFR gene

  healthy genomic genotype trial randomized snp haplotype

• Association of GSK3B with Alzheimer disease and frontotemporal dementia.

  PMID 18852354 · PMC2841136 · Archives of neurology · 2008 · 8 claims · 5 setups

  Full-text index only

  The GSK3B intronic polymorphism IVS2-68G>A is associated with increased risk of AD and FTD in a case-control cohort

  genomic case-control family-based sib-pair pcr allele-specific fluorescence-polarization

• Sequence variation in G-protein-coupled receptors: analysis of single nucleotide polymorphisms.

  PMID 15784611 · PMC1069129 · Nucleic acids research · 2005 · 7 claims · 8 setups

  Full-text index only

  Position-specific phylogenetic features describing evolutionary conservation at a site (e.g. SIFT score, normalized site entropy, residue frequency change) are the best individual discriminators of disease-causing versus neutral GPCR mutations.

  dbsnp gpcr transmembrane sequence six-frame sift logistic