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).

• Identification of Key Genes in Atherosclerosis by Combined DNA Methylation and miRNA Expression Analyses.

  PMID 35949126 · PMC9682560 · Anatolian journal of cardiology · 2022 · 7 claims · 7 setups

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  10 key genes (TCF7L2, CACNA1C, NRP1, GABBR2, FANCC, DCK, CCDC88C, TCF12, ABLIM1, PBX1) are regulated by both aberrant DNA methylation and miRNA activity in atherosclerosis

  aorta cardiovascular peripheral blood methylation mirna expression

• 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

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  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

• DFAST and DAGA: web-based integrated genome annotation tools and resources.

  PMID 27867804 · PMC5107635 · Bioscience of microbiota, food and health · 2016 · 8 claims · 7 setups

  Has reproduction · 89

  DFAST is a web-based genome annotation pipeline with integrated quality assessment (CheckM) and taxonomic assessment (ANI) that produces DDBJ submission-ready files

  lactobacillus representative lab genomes genome average novo

• Optimizing data-driven excellence: Canada's approach to using pathogen test datasets for quality control, pipeline development and training initiatives.

  PMID 41591806 · PMC12847982 · Microbial genomics · 2026 · 8 claims · 5 setups

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  Standardized SARS-CoV-2 test datasets (Illumina and Nanopore) were developed as benchmarks for validating sequencing/bioinformatics pipelines across Canadian public health labs

  sars-cov-2 extracted nasopharyngeal bioinformatic whole-genome triplex extraction

• MEDUSA: A Pipeline for Sensitive Taxonomic Classification and Flexible Functional Annotation of Metagenomic Shotgun Sequences.

  PMID 35330728 · PMC8940201 · Frontiers in genetics · 2022 · 7 claims · 6 setups

  Has reproduction · 50

  MEDUSA correctly identifies more species than MEGAN 6 CE, especially less abundant species.

  bovine simulated cami datasets read host-sequence metagenome

• Performance of methods for SARS-CoV-2 variant detection and abundance estimation within mixed population samples.

  PMID 36721781 · PMC9884472 · PeerJ · 2023 · 8 claims · 4 setups

  Has reproduction · 50

  Kallisto was the most accurate VCE on simulated data, having the lowest RRMSE, followed by Freyja

  sars-cov-2 publicly simulated simulated amplicon-based variant

• Performance of methods to detect genetic variants from bisulphite sequencing data in a non-model species.

  PMID 34435438 · PMC9290141 · Molecular ecology resources · 2022 · 6 claims · 6 setups

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  Bisulphite conversion of unmethylated cytosines to thymines violates strand-complementarity assumptions of SNP callers and confounds true C->T SNPs with unmethylated cytosines, complicating SNP calling from bisulphite sequencing data.

  blood bismark-aligned bwa-mem-based gem3-based whole-genome snp

• Variation resources at UC Santa Cruz.

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

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  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

• An extensive evaluation of read trimming effects on Illumina NGS data analysis.

  PMID 24376861 · PMC3871669 · PloS one · 2013 · 8 claims · 8 setups

  Has reproduction · 85

  Read trimming increases the quality and reliability of downstream NGS analyses (RNA-Seq mapping, SNP identification, genome assembly) while reducing execution time and computational resources.

  homo arabidopsis prunus saccharomyces rna-seq snp novo

• Diminutive, degraded but dissimilar: Wolbachia genomes from filarial nematodes do not conform to a single paradigm.

  PMID 33295865 · PMC8116671 · Microbial genomics · 2020 · 8 claims · 4 setups

  Has reproduction · 98

  wCtub and wDcau (863 988 bp and 863 427 bp) are the smallest Wolbachia genomes sequenced to date and are the first genomes representing supergroup J.

  wolbachia filarial six target-enrichment whole-genome novo

• Curation of over 10 000 transcriptomic studies to enable data reuse.

  PMID 33599246 · PMC7904053 · Database : the journal of biological databases and curation · 2021 · 8 claims · 6 setups

  Has reproduction · 80

  Gemma is a curated database and bioinformatics system that addresses metadata, probe annotation, and expression data inconsistencies in GEO to enable transcriptomic data reuse

  microarray curated geo microarray rna-sequencing probe-to-gene

• Organelle Genomes and Transcriptomes of Nymphaea Reveal the Interplay between Intron Splicing and RNA Editing.

  PMID 34576004 · PMC8466565 · International journal of molecular sciences · 2021 · 8 claims · 8 setups

  Has reproduction · 76

  Both cis- and trans-splicing group II introns in Nymphaea organelle genomes are spliced in random order, generating diverse co-existing intermediates rather than following a fixed splicing sequence.

  nymphaea joey liriodendron pacbio illumina strand-specific

• 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

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

  btv17 purification carrier dnase

• 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

• RiboTaxa: combined approaches for rRNA genes taxonomic resolution down to the species level from metagenomics data revealing novelties.

  PMID 36159175 · PMC9492272 · NAR genomics and bioinformatics · 2022 · 8 claims · 6 setups

  Has reproduction · 66

  RiboTaxa, combining BBTools, FastQC, SortMeRNA, MetaRib, EMIRGE, VSEARCH, BBMap and QIIME 2's Sklearn classifier, was built as a pipeline for SSU rRNA-based taxonomic profiling of metagenomics data.

  microbial reconstructed synthetic real shotgun ssu full-length

• Searching for SNPs with cloud computing.

  PMID 19930550 · PMC3091327 · Genome biology · 2009 · 8 claims · 4 setups

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  Crossbow combines the Bowtie short-read aligner and SOAPsnp SNP caller into a seamless, automatic Hadoop/MapReduce pipeline for whole-genome resequencing analysis

  han local short simulated whole-genome cloud