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).

• DeepProg: an ensemble of deep-learning and machine-learning models for prognosis prediction using multi-omics data.

  PMID 34261540 · PMC8281595 · Genome medicine · 2021 · 6 claims · 7 setups

  Has reproduction · 84

  DeepProg, an ensemble of deep-learning and machine-learning models, robustly predicts patient survival subtypes from multi-omics data and explicitly models survival as the objective while predicting new patient risks

  tcga breast metabric brca bulk mirna methylation

• Next-generation high-density self-assembling functional protein arrays.

  PMID 18469824 · PMC3070491 · Nature methods · 2008 · 8 claims · 7 setups

  Full-text index only

  A next-generation NAPPA method produces high-density protein microarrays displaying over 1500 unique proteins with >90% expression success

  test high-density amine-coated array picogreen anti-gst fluorescently

• Indirect genomic effects on survival from gene expression data.

  PMID 18358079 · PMC2397510 · Genome biology · 2008 · 7 claims · 6 setups

  Full-text index only

  A novel methodology (dynamic path analysis combined with additive hazard survival regression) can detect and quantify indirect effects of gene expression on survival mediated through transcription factor target genes.

  dutch uppsala dlbcl gene gene literature permutation

• Does excitatory fronto-extracerebral tDCS lead to improved working memory performance?

  PMID 24555105 · PMC3869492 · F1000Research · 2013 · 8 claims · 4 setups

  Has reproduction · 61

  Active anodal left DLPFC tDCS with a contralateral cheek reference did not significantly enhance 3-back working memory performance over sham across the two-day experiment (no main effect of group, no group x time interaction).

  healthy 3-back linear

• Comparative analysis of molecular signatures reveals a hybrid approach in breast cancer: Combining the Nottingham Prognostic Index with gene expressions into a hybrid signature.

  PMID 35143511 · PMC8830616 · PloS one · 2022 · 8 claims · 6 setups

  Has reproduction · 48

  A hybrid signature combining the Nottingham Prognostic Index with SIS-selected gene expressions can be built in a data-driven fashion (NPI treated as a gene expression during feature selection).

  metabric scan-b gene rna-seq feature

• Artificial Intelligence Approach in Machine Learning-Based Modeling and Networking of the Coronavirus Pathogenesis Pathway.

  PMID 40699865 · PMC12191508 · Current issues in molecular biology · 2025 · 8 claims · 8 setups

  Has reproduction

  The coronavirus pathogenesis pathway is activated in SARS-CoV-2-infected iPSC-derived cardiac cells and in SARS-CoV/SARS-CoV-2-infected LUAD cells

  ace2-transfected calu-3 luad ipsc-derived ipa sequencing convolutional

• 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

• SNPAnalyzer: a web-based integrated workbench for single-nucleotide polymorphism analysis.

  PMID 15980517 · PMC1160189 · Nucleic acids research · 2005 · 8 claims · 4 setups

  Full-text index only

  SNPAnalyzer is an integrated web-based workbench that performs four statistical SNP analyses (Hardy-Weinberg equilibrium, haplotype estimation, linkage disequilibrium, and QTL analysis) in one common computational environment.

  african simulated hardy-weinberg haplotype linkage

• Incorporation of genetic model parameters for cost-effective designs of genetic association studies using DNA pooling.

  PMID 17634103 · PMC1947971 · BMC genomics · 2007 · 8 claims · 4 setups

  Full-text index only

  A closed-form approximation to the F-test non-centrality parameter (NCP) incorporating genetic model parameters (disease allele frequency, marker allele frequency, prevalence, genotype relative risk, sample size, genetic model, number of pools/replicates, machine variability) can be used to compute power for DNA pooling association studies

  modeled analytic factorial power

• 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

• Digital evolution.

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

  Full-text index only

  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

• Differentially expressed genes reflect disease-induced rather than disease-causing changes in the transcriptome.

  PMID 34561431 · PMC8463674 · Nature communications · 2021 · 8 claims · 7 setups

  Has reproduction · 100

  revTWMR, a reverse transcriptome-wide Mendelian Randomization approach integrating GWAS and whole-blood trans-eQTL summary statistics, is proposed to estimate the causal effect of a phenotype on gene expression.

  blood ra-associated genome-wide revtwmr transcriptome-wide reverse functional

• 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

• 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

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

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

  Full-text index only

  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

• Association testing of novel type 2 diabetes risk alleles in the JAZF1, CDC123/CAMK1D, TSPAN8, THADA, ADAMTS9, and NOTCH2 loci with insulin release, insulin sensitivity, and obesity in a population-based sample of 4,516 glucose-tolerant middle-aged Danes.

  PMID 18567820 · PMC2518507 · Diabetes · 2008 · 8 claims · 5 setups

  Full-text index only

  CDC123/CAMK1D rs12779790 risk allele (homozygous) is associated with decreased insulinogenic index, corrected insulin response (CIR), and AUC-insulin/AUC-glucose ratio, indicating impaired insulin release

  inter99 same taqman oral general

• A statistical framework for consolidating "sibling" probe sets for Affymetrix GeneChip data.

  PMID 18435860 · PMC2397416 · BMC genomics · 2008 · 7 claims · 4 setups

  Full-text index only

  A two-way ANOVA model with a treatment x probe-set interaction term can automatically determine whether sibling probe sets for a gene behave similarly (non-significant interaction, consolidate) or differently (significant interaction, treat as independent)

  retina thyroid spermatogonial differentially two-way paired anova-based

• Analytical code sharing practices in biomedical research.

  PMID 38983240 · PMC11232620 · PeerJ. Computer science · 2024 · 8 claims · 4 setups

  Has reproduction · 92

  Nearly half (49.9%) of 453 examined biomedical manuscripts failed to share the analytical code used to generate their results

  biomedical manuscripts journals subset bibliometric chi-square odds

• Genomic regions and candidate genes selected during the breeding of rice in Vietnam.

  PMID 35899250 · PMC9309459 · Evolutionary applications · 2022 · 8 claims · 7 setups

  Has reproduction · 75

  XP-CLR and FST scans identify genomic regions with distorted allele frequency/differentiation patterns resulting from differential selective pressures between Vietnamese rice subpopulations

  vietnamese indica subpopulation whole-genome whole-genome xp-clr fst

• Calibrating the performance of SNP arrays for whole-genome association studies.

  PMID 18584036 · PMC2432039 · PLoS genetics · 2008 · 8 claims · 7 setups

  Full-text index only

  Previous SNP array genetic coverage estimates are inflated due to SNP overfitting and sample overfitting, since they were evaluated on the same HapMap SNPs/individuals used to design the arrays.

  american liver simulated hapmap snp gene simulation-based