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).

• Cognitive and emotional factors predicting decisional conflict among high-risk breast cancer survivors who receive uninformative BRCA1/2 results.

  PMID 19751083 · PMC3510002 · Health psychology : official journal of the Division of Health Psychology, American Psychological Association · 2009 · 8 claims · 8 setups

  Full-text index only

  High-risk breast cancer survivors who receive uninformative BRCA1/2 results show four distinct patterns of decision making about breast cancer risk management, based on timing and stability of decision status across 1-, 6-, and 12-month post-disclosure assessments

  high-risk decisional single-item brief

• Identifying cis-regulatory sequences by word profile similarity.

  PMID 19730735 · PMC2731932 · PloS one · 2009 · 8 claims · 8 setups

  Full-text index only

  WPH-finder identifies putative co-regulated CRMs by scanning the genome for sequences with word profiles similar to a known CRM, without explicitly defining binding sites

  stripe pair-rule nrsf-bound eve genome-wide chip-chip chip-seq

• FEM: mining biological meaning from cell level in single-cell RNA sequencing data.

  PMID 34909283 · PMC8641482 · PeerJ · 2021 · 7 claims · 5 setups

  Has reproduction · 75

  The FEM algorithm converts each cell's gene expression matrix (GEM) into a functional expression matrix by applying Fisher's exact test enrichment per cell and per gene set, then encoding adjusted p-values as information content.

  peripheral pancreas liver pbmc scrna-seq differential dimensionality

• Screening large-scale association study data: exploiting interactions using random forests.

  PMID 15588316 · PMC545646 · BMC genetics · 2004 · 7 claims · 3 setups

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  Random forest importance measure significantly outperforms the Fisher Exact test as a screening tool when risk SNPs interact.

  simulated same simulation random fisher

• SEMdag: Fast learning of Directed Acyclic Graphs via node or layer ordering.

  PMID 39775401 · PMC11709272 · PloS one · 2025 · 8 claims · 5 setups

  Has reproduction · 81

  SEMdag() is a two-step order-based algorithm for fast learning of high-dimensional linear SEMs, using knowledge-based (KB) or data-driven bottom-up (BU) node/layer ordering followed by penalized (L1) DAG estimation

  amyotrophic breast coronavirus st-elevation rna-seq comparative

• GeneTrail--advanced gene set enrichment analysis.

  PMID 17526521 · PMC1933132 · Nucleic acids research · 2007 · 8 claims · 2 setups

  Full-text index only

  GeneTrail is a comprehensive, easy-to-use web-based tool for gene set enrichment analysis supporting both Over-Representation Analysis (ORA) and Gene Set Enrichment Analysis (GSEA)

  example sorted over-representation gene

• Colorectal Cancer Prediction Based on Weighted Gene Co-Expression Network Analysis and Variational Auto-Encoder.

  PMID 32825264 · PMC7563725 · Biomolecules · 2020 · 6 claims · 7 setups

  Has reproduction · 80

  Combining WGCNA-derived hub genes with a VAE-derived 10-dimensional representation as features for an SVM classifier achieves high accuracy (0.9692) and AUC (0.9981) for colorectal cancer prediction.

  colorectal combined differentially crc microarray differential weighted

• Electroacupuncture reshapes the microbial co-occurrence networks related to the behavioral and psychological symptoms of dementia in Alzheimer's disease.

  PMID 41676443 · PMC12806058 · iMetaOmics · 2025 · 6 claims · 7 setups

  Has reproduction · 77

  Electroacupuncture reshapes microbial co-occurrence network topology and drives keystone species in AD-related BPSD, with R. gnavus emerging as a likely keystone species post-intervention.

  appswe app gut 16s open picrust2

• Genomic profiling of Streptococcus agalactiae (Group B Streptococcus) isolates from pregnant women in northeastern Mexico: clonal complexes, virulence factors, and antibiotic resistance.

  PMID 40416609 · PMC12103846 · PeerJ · 2025 · 8 claims · 6 setups

  Has reproduction · 84

  GBS colonization was detected in 51 of 1,924 (2.7%) pregnant women screened

  vaginal-rectal agalactiae microbiological latex whole-genome

• Genetic introgression from commercial European pigs to the indigenous Chinese Lijiang breed and associated changes in phenotypes.

  PMID 38566006 · PMC10985947 · Genetics, selection, evolution : GSE · 2024 · 7 claims · 7 setups

  Has reproduction · 64

  Significant genetic introgression from commercial European pigs (EP) into the Lijiang pig (LJP) and other domestic Chinese pig breeds was detected.

  unrelated chinese ljp individuals whole-genome d-statistic local

• PowerBacGWAS: a computational pipeline to perform power calculations for bacterial genome-wide association studies.

  PMID 35338232 · PMC8956664 · Communications biology · 2022 · 8 claims · 8 setups

  Has reproduction · 85

  Two computational approaches (sub-sampling and phenotype-simulation) can be implemented to perform power calculations for bacterial GWAS using existing genome collections, packaged as the PowerBacGWAS pipeline

  enterococcus klebsiella mycobacterium faecium pan-genome burden variant

• Digital evolution.

  PMID 14551915 · PMC212697 · PLoS biology · 2003 · 7 claims · 5 setups

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  Digital organisms (Avidians) evolved from simple self-replicators, through an unexpected transitional form, to complex performers of many logic functions, with the full genealogy traceable and no missing links.

  digital bacteria long-term digital test gene-expression

• The use of edge-betweenness clustering to investigate biological function in protein interaction networks.

  PMID 15740614 · PMC555937 · BMC bioinformatics · 2005 · 8 claims · 7 setups

  Full-text index only

  Edge-Betweenness clustering separates protein interaction graphs into subgraphs whose GO term distributions show significant correlations, revealing biologically meaningful functional modules.

  interaction yeast edge-betweenness chi-squared robustness

• Directionality of point mutation and 5-methylcytosine deamination rates in the chimpanzee genome.

  PMID 17166280 · PMC1764022 · BMC genomics · 2006 · 8 claims · 6 setups

  Full-text index only

  C→T (G→A) changes occur most frequently among nucleotide substitutions in the chimpanzee genome

  chimpanzee intergenic genome-wide chi-square nucleotide-content

• Bias of selection on human copy-number variants.

  PMID 16482228 · PMC1366494 · PLoS genetics · 2006 · 8 claims · 8 setups

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  Human CNVs are significantly overrepresented near telomeres and centromeres and enriched in simple tandem repeats relative to the genome as a whole

  genome human-mouse cnv-encompassed inbred comparative randomization molecular

• APC promoter methylation and protein expression in hepatocellular carcinoma.

  PMID 17973119 · PMC2757596 · Journal of cancer research and clinical oncology · 2008 · 6 claims · 7 setups

  Full-text index only

  APC promoter methylation is significantly higher in HCC compared to non-cancerous liver tissue

  hcc liver cholangiocellular benign methylight truncation western

• Comparative genomic analysis of Campylobacter jejuni associated with Guillain-Barré and Miller Fisher syndromes: neuropathogenic and enteritis-associated isolates can share high levels of genomic similarity.

  PMID 17919333 · PMC2174954 · BMC genomics · 2007 · 8 claims · 4 setups

  Full-text index only

  GBS/MFS strains are genomically heterogeneous, falling into about six major lineages rather than a single clonal group

  jejuni subset matched comparative fisher's hierarchical

• MiPred: classification of real and pseudo microRNA precursors using random forest prediction model with combined features.

  PMID 17553836 · PMC1933124 · Nucleic acids research · 2007 · 8 claims · 8 setups

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  A hybrid feature combining local contiguous triplet structure-sequence composition, MFE of the secondary structure, and P-value of a randomization test improves classification of real vs pseudo pre-miRNAs

  real combined pre-mirna training random independent repeated

• Identification of biofilm-associated cluster (bac) in Pseudomonas aeruginosa involved in biofilm formation and virulence.

  PMID 19065261 · PMC2587700 · PloS one · 2008 · 8 claims · 8 setups

  Full-text index only

  A ΔpA3731 mutant is highly biofilm-defective on abiotic (polystyrene) and biotic (A549 pneumocyte) surfaces compared with wild-type PAO1

  aeruginosa a549 lung crystal biofilm adhesion

• Genetical genomics: spotlight on QTL hotspots.

  PMID 18949031 · PMC2563687 · PLoS genetics · 2008 · 8 claims · 4 setups

  Full-text index only

  Distant eQTL hotspots are rare and difficult to reliably verify across published genetical genomics studies

  adipose saccharomyces genome-wide permutation gene