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).

• Speeding disease gene discovery by sequence based candidate prioritization.

  PMID 15766383 · PMC1274252 · BMC bioinformatics · 2005 · 7 claims · 8 setups

  Full-text index only

  Disease genes (OMIM) differ significantly from non-disease genes in sequence-based features including gene/cDNA/protein size, exon number, homolog conservation, secretion signal, 3' UTR length, CpG islands, and distance to nearest gene.

  ensembl training same hgmd comparative machine tenfold

• 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

• Research and experimental verification on the mechanisms of cellular senescence in triple-negative breast cancer.

  PMID 38435998 · PMC10909353 · PeerJ · 2024 · 8 claims · 8 setups

  Has reproduction · 67

  TNBC can be classified into three molecular subtypes (clusters 1, 2, 3) based on cellular senescence-related pathway scores

  tnbc tcga tcga-tnbc mda-mb-468 scrna-seq ssgsea unsupervised

• Integrated drug resistance and leukemic stemness gene-expression scores predict outcomes in large cohort of over 3500 AML patients from 10 trials.

  PMID 39090192 · PMC11294346 · NPJ precision oncology · 2024 · 7 claims · 6 setups

  Has reproduction · 50

  A 5-gene ADE-Resistance Score (ADE-RS5), derived via LASSO regression from 67 pharmacologically relevant genes, predicts MRD positivity, EFS and OS in pediatric AML.

  pediatric combined lasso gene-expression-based integrated

• Differences in the evolutionary history of disease genes affected by dominant or recessive mutations.

  PMID 16817963 · PMC1534034 · BMC genomics · 2006 · 8 claims · 8 setups

  Full-text index only

  Dominant disease genes are more conserved at the protein level (mouse orthologues) than recessive disease genes.

  disease human-chimpanzee human-mouse-dog elegans sequence paralogue coding

• Wx: a neural network-based feature selection algorithm for transcriptomic data.

  PMID 31324856 · PMC6642261 · Scientific reports · 2019 · 8 claims · 8 setups

  Has reproduction · 50

  The Wx algorithm ranks genes using a DI score reflecting each gene's classification power for distinguishing two groups.

  tcga gse72056 gse40419 gse103322 bulk single-cell rna-seq

• Hypoxia-associated genes as predictors of outcomes in gastric cancer: a genomic approach.

  PMID 40129974 · PMC11931070 · Frontiers in immunology · 2025 · 8 claims · 8 setups

  Has reproduction · 96

  A prognostic model built from five H1-specific hypoxia-associated transcription factors (EHF, EIF1AD, GLA, KEAP1, MAGED2) predicts overall survival in STAD, with high-risk patients showing significantly worse OS.

  gastric gene scrna-seq tcga single-cell wgcna cell-cell

• An integrative approach to reveal driver gene fusions from paired-end sequencing data in cancer.

  PMID 19881495 · PMC3086882 · Nature biotechnology · 2009 · 8 claims · 8 setups

  Full-text index only

  A 'concept signature' (ConSig) score algorithm ranks genes by association with molecular concepts characteristic of fusion or mutation cancer genes, nominating biologically important fusions from large candidate sets.

  lung known leukemia tumor paired-end computational snp

• VarDetect: a nucleotide sequence variation exploratory tool.

  PMID 19091032 · PMC2638149 · BMC bioinformatics · 2008 · 8 claims · 2 setups

  Full-text index only

  VarDetect is a stand-alone software tool that automatically detects nucleotide variation (SNPs) from fluorescence-based chromatogram traces using pre-calculated peak content ratios and artifact-handling rules.

  genomic vardetect automatic software

• Identification of functional SNPs in the 5-prime flanking sequences of human genes.

  PMID 15717931 · PMC550646 · BMC genomics · 2005 · 6 claims · 5 setups

  Full-text index only

  7 of 10 candidate SNPs tested by EMSA showed reproducible allele-specific differences in TF-DNA complex binding/stability

  flanking synthetic genomic cloned comparative electrophoretic rflp

• Exhaustive prediction of disease susceptibility to coding base changes in the human genome.

  PMID 18793467 · PMC2537574 · BMC bioinformatics · 2008 · 8 claims · 7 setups

  Full-text index only

  Inter-species conservation is the strongest single predictor of disease-associated coding mutations among the factors tested.

  hgmd refseq aligned svm svm reciprocal inter-species

• Sequence and structure signatures of cancer mutation hotspots in protein kinases.

  PMID 19834613 · PMC2759519 · PloS one · 2009 · 8 claims · 6 setups

  Full-text index only

  Developed CKMD (Composite Kinase Mutation Database), an integrated bioinformatics resource mapping genetic variation in protein kinase genes to sequence, structural, and functional data

  kinase common egfr autoinhibited database-driven structure-informed evolutionary

• Predicting phenotype and emerging strains among Chlamydia trachomatis infections.

  PMID 19788805 · PMC2819883 · Emerging infectious diseases · 2009 · 8 claims · 7 setups

  Full-text index only

  A 7-locus MLST scheme selected from conserved housekeeping genes shared across 4 Chlamydiaceae species (7 genomes) can genotype diverse C. trachomatis reference and clinical isolates.

  genome-sequenced trachomatis same concatenated whole-genome multilocus ompa

• Bioinformatics Analysis of the Characteristics and Correlation of m6A Methylation in Breast Cancer Progression.

  PMID 35655723 · PMC9148239 · Contrast media & molecular imaging · 2022 · 8 claims · 8 setups

  Has reproduction · 48

  Breast cancer samples can be classified into 4 m6A subtypes (quiescent, m6A methylation, protein-binding, mixed) based on Z-score median of Set1 (writer+reader) and Set2 (eraser) gene expression

  breast tcga-brca gse25066 bioinformatics survival alternative

• Chemical genomics informs antibiotic and essential gene function in Acinetobacter baumannii.

  PMID 40153700 · PMC11975115 · PLoS genetics · 2025 · 8 claims · 6 setups

  Has reproduction · 71

  The vast majority of A. baumannii essential genes show significant chemical-gene interactions upon knockdown

  baumannii ranked lpta representative pooled string mic

• Mutations in the UBIAD1 gene, encoding a potential prenyltransferase, are causal for Schnyder crystalline corneal dystrophy.

  PMID 17668063 · PMC1925147 · PloS one · 2007 · 8 claims · 7 setups

  Full-text index only

  Mutations in UBIAD1 are causal for Schnyder crystalline corneal dystrophy

  pedigrees pedigree genomic ubiad1 microsatellite fine direct

• Identification of candidate disease genes by integrating Gene Ontologies and protein-interaction networks: case study of primary immunodeficiencies.

  PMID 19073697 · PMC2632920 · Nucleic acids research · 2009 · 8 claims · 5 setups

  Full-text index only

  Combining high protein-interaction network scores with significant PID-related GO terms identifies novel PID candidate genes

  immunome known protein-interaction gene comparative

• Motif discovery in promoters of genes co-localized and co-expressed during myeloid cells differentiation.

  PMID 19059999 · PMC2632922 · Nucleic acids research · 2009 · 6 claims · 8 setups

  Full-text index only

  A novel multi-step computational method (built on approximate pattern enumeration, binomial over-representation scoring with FDR correction, and k-medoids clustering) can identify over-represented motifs in a selected set of promoters relative to a background promoter set.

  myeloid reference selected genome-localized microarray promoter k-medoids

• Analysis of X chromosome inactivation in autism spectrum disorders.

  PMID 18361425 · PMC4867005 · American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics · 2008 · 6 claims · 5 setups

  Full-text index only

  No significant excess of skewed XCI was found in mothers of children with ASD or in affected girls compared to controls

  genomic multiplex mecp2 four chromosome non-parametric mutation

• Fine mapping and association studies of a high-density lipoprotein cholesterol linkage region on chromosome 16 in French-Canadian subjects.

  PMID 19844255 · PMC2824775 · European journal of human genetics : EJHG · 2010 · 7 claims · 7 setups

  Full-text index only

  A locus on chromosome 16q23-24 affects HDL-C levels in two independent French-Canadian family studies (QUE and SLSJ)

  que slsj candidate skin genome-wide sanger tagging