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).

• GoMiner: a resource for biological interpretation of genomic and proteomic data.

  PMID 12702209 · PMC154579 · Genome biology · 2003 · 8 claims · 4 setups

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  GoMiner organizes 'interesting' gene lists (e.g., differentially expressed genes) into the Gene Ontology hierarchy for biological interpretation, displaying results as both a tree and a directed acyclic graph (DAG).

  du145 gene gominer cdna flow category

• Human PAML browser: a database of positive selection on human genes using phylogenetic methods.

  PMID 17962310 · PMC2238824 · Nucleic acids research · 2008 · 8 claims · 5 setups

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  The Human PAML Browser is a web-accessible database of codeml-based positive selection test results for 13,721 human genes with orthologs in UCSC multispecies alignments.

  same genes orangutan codeml gene sequence

• Structural evolution of the protein kinase-like superfamily.

  PMID 16244704 · PMC1261164 · PLoS computational biology · 2005 · 8 claims · 5 setups

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  All kinases in the superfamily share a 'universal core' domain consisting only of the regions required for ATP binding and the phosphotransfer reaction.

  bank representative same kinase comparative manual structure-annotated

• Recombination Facilitates Adaptive Evolution in Rhizobial Soil Bacteria.

  PMID 34410427 · PMC8662638 · Molecular biology and evolution · 2021 · 8 claims · 7 setups

  Has reproduction · 80

  α varies from 0.07 to 0.39 across five Rhizobium species and is positively correlated with the level of recombination

  rhizobium core same site intragenic nucleotide

• Proteomic analysis of stage I primary lung adenocarcinoma aimed at individualisation of postoperative therapy.

  PMID 18212748 · PMC2243141 · British journal of cancer · 2008 · 5 claims · 6 setups

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  LC-MS/MS proteomic analysis of stage I lung adenocarcinoma specimens identified myosin IIA and vimentin as candidate biomarker proteins with signal intensities that differed significantly among patient outcome groups

  surgically tryptic set lysates lc-ms mascot immunohistochemistry

• Prediction of catalytic residues using Support Vector Machine with selected protein sequence and structural properties.

  PMID 16790052 · PMC1534064 · BMC bioinformatics · 2006 · 8 claims · 7 setups

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  The Sequential Minimal Optimization (SMO) SVM algorithm was the best-performing classifier among 26 WEKA classifiers for predicting catalytic residues

  benchmarking same pirsf pdb supervised wrapper sequence

• Dynamic Gene Attention Focus (DyGAF): Enhancing Biomarker Identification Through Dual-Model Attention Networks.

  PMID 40160891 · PMC11951896 · Bioinformatics and biology insights · 2025 · 6 claims · 5 setups

  Has reproduction · 44

  DyGAF, a dual-model attention neural network (independent Model A + dependent Model B), identifies and ranks genes by significance for COVID-19 biomarker discovery more effectively than differential expression analysis (DEA) and random forest (RF) feature selection

  nasopharyngeal same dygaf-ranked bulk differential random

• Comprehensive search for intra- and inter-specific sequence polymorphisms among coding envelope genes of retroviral origin found in the human genome: genes and pseudogenes.

  PMID 16150157 · PMC1236922 · BMC genomics · 2005 · 8 claims · 5 setups

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  HERV-W (envW) and HERV-FRD (envFRD) envelope genes, both specifically expressed in placenta, show strong sequence conservation with only two nonsynonymous SNPs identified across 91 individuals

  genomic genotype 293t pcr-amplified pcr haplotype cell-cell

• Adaptive history of single copy genes highly expressed in the term human placenta.

  PMID 18848617 · PMC2759754 · Genomics · 2009 · 8 claims · 6 setups

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  222 single copy eutherian genes are highly expressed (>=3x median) in the term human placenta

  term single same lists microarray comparative site

• Haplotype analysis of common variants in the BRCA1 gene and risk of sporadic breast cancer.

  PMID 15743496 · PMC1064127 · Breast cancer research : BCR · 2005 · 7 claims · 5 setups

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  A common BRCA1 haplotype (haplotype 2, C A G G) is associated with a modest increase in sporadic breast cancer risk

  individuals nested same nurses whole-gene snp statistical

• 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

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  Common genetic variation (tSNPs and haplotypes) across the 400-kb 17q21 ERBB2 amplicon is not associated with breast cancer risk in British women.

  white same hapmap snp haplotype tagging

• Protein ranking by semi-supervised network propagation.

  PMID 16723003 · PMC1810311 · BMC bioinformatics · 2006 · 8 claims · 5 setups

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  RankProp, a diffusion-based network propagation algorithm on a PSI-BLAST-derived protein similarity network, significantly outperforms local search methods (BLAST/PSI-BLAST) at detecting remote homologs.

  scop similarity same psi-blast rankprop probabilistic

• Single nucleotide polymorphism-based genome-wide linkage analysis in Japanese atopic dermatitis families.

  PMID 17900373 · PMC2082241 · BMC dermatology · 2007 · 8 claims · 4 setups

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  This is the first SNP-based genome-wide linkage study of atopic dermatitis performed in an Asian population.

  japanese same genome-wide snp-based family-based targeted

• A comprehensive resequence analysis of the KLK15-KLK3-KLK2 locus on chromosome 19q13.33.

  PMID 19823874 · PMC2793378 · Human genetics · 2010 · 7 claims · 7 setups

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  Deep resequencing of a 56 kb region on chr19q13.33 identified 555 polymorphic loci, including 116 novel SNPs and 182 novel indels.

  individuals sequence resequencing snps targeted sequence genotype

• Detecting purely epistatic multi-locus interactions by an omnibus permutation test on ensembles of two-locus analyses.

  PMID 19761607 · PMC2759961 · BMC bioinformatics · 2009 · 8 claims · 5 setups

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  2LOmb performs an omnibus permutation test on ensembles of two-locus analyses via a four-step algorithm (two-locus analysis, permutation test, global p-value determination, progressive ensemble search)

  simulated same snp type two-locus 2lomb benchmark

• Rapid detection of genomic imbalances using micro-arrays consisting of pooled BACs covering all human chromosome arms.

  PMID 16221972 · PMC1253841 · Nucleic acids research · 2005 · 8 claims · 6 setups

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  Reducing array complexity by pooling five BACs per spot (covering a chromosome arm) increases robustness to amplification-related ratio variation compared with single-BAC spotting

  normal aneuploid same genomiphi-amplified array-cgh

• Prioritization of candidate cancer genes--an aid to oncogenomic studies.

  PMID 18710882 · PMC2566894 · Nucleic acids research · 2008 · 8 claims · 8 setups

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  Computational classifiers using combinations of protein conservation, gene structure, protein domains, protein interactions, and regulatory data can distinguish known cancer genes (CD/CR) from unlabelled human genes

  genes cancer interpro interactome averaged cross-validation domain

• PRESTO: rapid calculation of order statistic distributions and multiple-testing adjusted P-values via permutation for one and two-stage genetic association studies.

  PMID 18620604 · PMC2483288 · BMC bioinformatics · 2008 · 8 claims · 4 setups

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  PRESTO is an order of magnitude faster than other existing permutation testing software for genetic association studies.

  case-control same wtccc genome-wide benchmark stratified

• Identification of deleterious non-synonymous single nucleotide polymorphisms using sequence-derived information.

  PMID 18588693 · PMC2446391 · BMC bioinformatics · 2008 · 8 claims · 5 setups

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  A decision tree built on 10 selected sequence-derived features classifies SAPs as Disease or Polymorphism with 82.6% accuracy and 0.607 MCC in cross-validation.

  sap sequence-derived humvar same decision independent greedy

• Sequence variation and linkage disequilibrium in the GABA transporter-1 gene (SLC6A1) in five populations: implications for pharmacogenetic research.

  PMID 17941974 · PMC2175509 · BMC genetics · 2007 · 8 claims · 7 setups

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  SLC6A1 shows low levels of LD and an absence of major LD blocks across all five populations studied

  african-american thai same study sanger snp genotyping