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).

• Optimized library preparation, sequencing, and data analysis protocols for the generation of orbivirus consensus sequences.

  PMID 41527034 · PMC12809950 · BMC genomics · 2026 · 8 claims · 8 setups

  Full-text index only

  Optimized sample and library preparation protocols achieved comparable results to established methods while requiring simpler sample preparation.

  btv17 purification carrier dnase

• Hierarchical classification-based pan-cancer methylation analysis to classify primary cancer.

  PMID 38066424 · PMC10709847 · BMC bioinformatics · 2023 · 8 claims · 8 setups

  Has reproduction · 83

  CHCT, a two-tier hierarchical classification tool built from methylation data, accurately classifies primary cancer type across 30 cancer types.

  tumor clinical methylation clustered methylation unsupervised anova

• An evaluation of the performance of HapMap SNP data in a Shanghai Chinese population: analyses of allele frequency, linkage disequilibrium pattern and tagging SNPs transferability on chromosome 1q21-q25.

  PMID 18302794 · PMC2292209 · BMC genetics · 2008 · 7 claims · 5 setups

  Full-text index only

  Among the four HapMap populations, CHB shows the best correlation with the Shanghai population on allele frequencies, LD, and haplotype frequencies

  unrelated shanghai tsnps snp allele linkage

• AMR-GNN: a multi-representation graph neural network framework to enable genomic antimicrobial resistance prediction.

  PMID 41792137 · PMC13087051 · Nature communications · 2026 · 7 claims · 8 setups

  Full-text index only

  AMR-GNN, a graph neural network integrating multiple genomic representations (unitigs, SNPs, FCGR) via low-rank multimodal fusion, improves AMR phenotype prediction in P. aeruginosa compared to single-representation baseline models.

  pseudomonas aeruginosa escherichia coli whole-genome elastic convolutional

• Accurate prediction of metagenome-assembled genome completeness by MAGISTA, a random forest model built on alignment-free intra-bin statistics.

  PMID 35248155 · PMC8898458 · Environmental microbiome · 2022 · 7 claims · 7 setups

  Has reproduction · 83

  MAGISTA, a random forest model built on alignment-free intra-bin distance-distribution statistics, can estimate MAG completeness and purity without relying on reference marker genes.

  pooled hc227 contig sets shotgun novo alignment-free

• ResnetAge: A Resnet-Based DNA Methylation Age Prediction Method.

  PMID 38247911 · PMC10813502 · Bioengineering (Basel, Switzerland) · 2023 · 8 claims · 4 setups

  Has reproduction · 75

  ResnetAge, a ResNet-based neural network using 22,278 shared Illumina 27K/450K CpG sites, predicts DNA methylation age from beta values.

  shared independent methylation resnet comparative

• Genomic Correlates of Virulence Attenuation in the Deadly Amphibian Chytrid Fungus, Batrachochytrium dendrobatidis.

  PMID 26333840 · PMC4632049 · G3 (Bethesda, Md.) · 2015 · 8 claims · 8 setups

  Has reproduction · 58

  Virulence attenuation in the longer-passaged Bd isolate (JEL427-P39) is associated with loss of chromosome copy number relative to the shorter-passaged, more virulent isolate (JEL427-P9)

  strain jel427-p9 genes whole-genome snp indel

• Analysis of whole-genome re-sequencing data of ducks reveals a diverse demographic history and extensive gene flow between Southeast/South Asian and Chinese populations.

  PMID 33849442 · PMC8042899 · Genetics, selection, evolution : GSE · 2021 · 8 claims · 8 setups

  Has reproduction · 23

  Whole-genome resequencing reveals three geographically distinct genetic groups: local Chinese, wild, and local Southeast/South Asian duck populations

  newly duck southeast chinese whole-genome phylogenetic population

• Ordinal-level phylogenomics of the arthropod class Diplopoda (millipedes) based on an analysis of 221 nuclear protein-coding loci generated using next-generation sequence analyses.

  PMID 24236165 · PMC3827447 · PloS one · 2013 · 8 claims · 8 setups

  Has reproduction · 82

  An ordinal-level phylogeny of Diplopoda reconstructed from 221 nuclear protein-coding loci (61,641 aligned amino acid columns) differs from existing classifications in fundamental ways.

  exemplar paired-end cleaned assembled transcriptome read novo

• Transcriptome profiling of radish (Raphanus sativus L.) root and identification of genes involved in response to Lead (Pb) stress with next generation sequencing.

  PMID 23840502 · PMC3688795 · PloS one · 2013 · 8 claims · 5 setups

  Has reproduction · 27

  A de novo radish root transcriptome of 68,940 assembled transcripts including 33,337 unigenes was generated, providing the first comprehensive molecular characterization of the radish root response to Pb stress.

  radish assembled rna-seq novo functional

• A cellular epigenetic classification system for glioblastoma.

  PMID 41499453 · PMC13128495 · Neuro-oncology · 2026 · 8 claims · 8 setups

  Full-text index only

  ITHresolveGBM, a hierarchical two-step NMF method, deconvolutes bulk GBM DNA methylation profiles into three non-malignant (immune, glial, neuronal) and three malignant components

  gbm healthy pseudo-bulk tcga illumina single-cell deconvolution

• rMAP 2.0: a modular, reproducible, and scalable WDL-Cromwell-Docker workflow for genomic analysis of ESKAPEE pathogens.

  PMID 41782684 · PMC12955837 · Bioinformatics advances · 2026 · 8 claims · 8 setups

  Full-text index only

  rMAP 2.0 standardizes end-to-end bacterial WGS analysis (QC, trimming, assembly, annotation, AMR/virulence/mobile-element profiling, sequence typing, pangenome inference, phylogenetics) via containerized WDL/Cromwell execution

  enterobacterales illumina aeruginosa pneumoniae whole-genome wgs amr

• 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

• Evolution and codon usage bias of mitochondrial and nuclear genomes in Aspergillus section Flavi.

  PMID 36305682 · PMC9836360 · G3 (Bethesda, Md.) · 2023 · 8 claims · 8 setups

  Has reproduction · 85

  18 new mitochondrial genomes were assembled for Aspergillus section Flavi species, complementing 3 existing reference mitogenomes, for a total of 20 species analyzed.

  aspergillus circularized core orthologous mitogenome read organellar

• Variation resources at UC Santa Cruz.

  PMID 17151077 · PMC1781230 · Nucleic acids research · 2007 · 8 claims · 8 setups

  Full-text index only

  The UCSC Genome Browser variation resources integrate polymorphism data from public collections (dbSNP, HapMap, Affymetrix, Perlegen, SeattleSNPs) into a common format with additional annotations and genomic context.

  chimpanzee affymetrix hapmap perlegen snp fixed linkage

• GEMmaker: process massive RNA-seq datasets on heterogeneous computational infrastructure.

  PMID 35501696 · PMC9063052 · BMC bioinformatics · 2022 · 6 claims · 3 setups

  Has reproduction · 67

  GEMmaker, an nf-core compliant Nextflow workflow, can quantify gene expression from small to massive RNA-seq datasets while remaining reproducible via versioned containerized software.

  oryza arabidopsis generic rna-seq workflow

• Expression Atlas update--a database of gene and transcript expression from microarray- and sequencing-based functional genomics experiments.

  PMID 24304889 · PMC3964963 · Nucleic acids research · 2014 · 8 claims · 6 setups

  Has reproduction · 84

  Expression Atlas is a value-added database providing gene, protein and splice variant expression across cell types, organism parts, developmental stages, diseases and other biological/experimental conditions, built from manually curated high-quality microarray and RNA-sequencing experiments from ArrayExpress.

  organisms arrayexpress-derived pride rna-sequencing single-channel two-colour