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).

• 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

• metaTraits: a large-scale integration of microbial phenotypic trait information.

  PMID 41296543 · PMC12807735 · Nucleic acids research · 2026 · 8 claims · 6 setups

  Full-text index only

  metaTraits integrates culture-derived trait data from BacDive, BV-BRC, JGI IMG, and GOLD with genome-based predictions for isolate genomes (proGenomes) and MAGs (SPIRE)

  high-quality medium isolate genomes genome-based genome taxonomic

• Integration of bioinformatic tools for the detection of SARS-CoV-2 co-infection cases.

  PMID 41609640 · PMC12856159 · Microbial genomics · 2026 · 8 claims · 8 setups

  Full-text index only

  Sample PH-RITM-1395 represents a Delta–Omicron co-infection, confirmed by convergent evidence from Nextclade, bammix, Freyja, VirStrain, AAF analysis and amplicon sorting rather than contamination

  consensus aligned raw bam nextclade nucleotide strain-level

• nf-core/circrna: a portable workflow for the quantification, miRNA target prediction and differential expression analysis of circular RNAs.

  PMID 36694127 · PMC9875403 · BMC bioinformatics · 2023 · 8 claims · 4 setups

  Has reproduction · 76

  Existing circRNA workflows are limited: none delineate circRNA-miRNA interactions and only one performs differential expression analysis, requiring users to supplement missing analysis types with in-house expertise

  paired-end rna-seq mature circrna read circrna mirna

• A SNP-centric database for the investigation of the human genome.

  PMID 15046636 · PMC395999 · BMC bioinformatics · 2004 · 8 claims · 3 setups

  Full-text index only

  SNPper is a web-based, integrated SNP database combining dbSNP, the Human Genome sequence (Goldenpath), LocusLink, GeneOntology, and SWISS-PROT data with querying, visualization, and export tools.

  genome genes user-supplied database snp-gene user-submitted

• PHA4GE quality control contextual data tags: standardized annotations for sharing public health sequence datasets with known quality issues to facilitate testing and training.

  PMID 38860884 · PMC11261899 · Microbial genomics · 2024 · 7 claims · 4 setups

  Has reproduction · 75

  No standardized attributes or mechanisms existed for tagging poor-quality or purpose-specific pathogen sequence datasets prior to this work

  pha4ge lower genepio sars-cov-2 community manual ontology

• Evaluating sequence data quality from the Swift Accel-Amplicon CFTR Panel.

  PMID 31913291 · PMC6949293 · Scientific data · 2020 · 6 claims · 7 setups

  Has reproduction · 89

  The Accel-Amplicon CFTR panel generates sequencing data with high coverage depth and near 100% on-target reads.

  genomic adapted aligned pcr amplicon multiplex qpcr

• Cell type-specific eQTL analysis of COVID-19 based on single-cell transcriptomic data.

  PMID 41064594 · PMC12501775 · NAR genomics and bioinformatics · 2025 · 8 claims · 8 setups

  Has reproduction · 51

  Single-cell eQTL analysis across eight immune cell types identified 2593 genes whose expression is significantly associated with common genetic polymorphisms, with most genes showing cell type-specific effects

  pbmcs eight pbmc monocytes scrna-seq genetic cis-eqtl

• 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

• 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

• transXpress: a Snakemake pipeline for streamlined de novo transcriptome assembly and annotation.

  PMID 37016291 · PMC10074830 · BMC bioinformatics · 2023 · 6 claims · 7 setups

  Has reproduction · 95

  transXpress is a Snakemake pipeline that streamlines de novo transcriptome assembly, quantification, and annotation for non-model organisms

  piper assembled longum predicted rna-seq novo transcriptome

• rMAP: the Rapid Microbial Analysis Pipeline for ESKAPE bacterial group whole-genome sequence data.

  PMID 34110280 · PMC8461470 · Microbial genomics · 2021 · 8 claims · 8 setups

  Has reproduction · 50

  rMAP is a pipeline capable of profiling the resistomes of ESKAPE pathogens using Illumina WGS data

  eskape same novo snp phylogenetic

• 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

• Pigs in sequence space: a 0.66X coverage pig genome survey based on shotgun sequencing.

  PMID 15885146 · PMC1142312 · BMC genomics · 2005 · 8 claims · 7 setups

  Full-text index only

  Pig sequence is closer to human than mouse is, across exons, UTRs, introns, intergenic regions, ultra-conserved elements, and miRNAs

  sus pig concatenated three-species whole-genome repeat comparative

• Protein structure quality assessment based on the distance profiles of consecutive backbone Cα atoms.

  PMID 24555103 · PMC3892923 · F1000Research · 2013 · 8 claims · 8 setups

  Has reproduction · 71

  The distance between consecutive backbone Cα atoms in high-quality structures is normally distributed with mean 3.8 Å and standard deviation 0.04 Å, justifying a reference state in which all consecutive Cα atoms are 3.8 Å apart.

  top100h decoys i-tasser non-homologous statistical rdcc comparative

• A clinical genetic method to identify mechanisms by which pain causes depression and anxiety.

  PMID 16623937 · PMC1488826 · Molecular pain · 2006 · 8 claims · 4 setups

  Full-text index only

  Pain-triggered depression/anxiety are mediated by distinct spino-parabrachial-hypothalamic-amygdalar neurochemical pathways compared to mood disorders independent of pain

  sciatica genomic snp sf-36 candidate-gene exploratory

• CholeraSeq: a comprehensive genomic pipeline for cholera surveillance and near real-time outbreak investigation.

  PMID 41400832 · PMC12790814 · Bioinformatics (Oxford, England) · 2026 · 7 claims · 6 setups

  Full-text index only

  CholeraSeq is an automated, V. cholerae-specific Nextflow pipeline that processes WGS outbreak data from raw reads/assemblies to high-quality SNPs and phylogenies in near-real-time.

  cholerae recombination-masked pis read reference-based recombination

• Optimizing open data to support one health: best practices to ensure interoperability of genomic data from bacterial pathogens.

  PMID 33103064 · PMC7568946 · One health outlook · 2020 · 8 claims · 3 setups

  Has reproduction · 85

  An open-access pathogen surveillance database (NCBI Pathogen Detection) plus contributor Best Practices enables FAIR, interoperable genomic data across human, animal, food, and environmental sources for One Health surveillance.

  salmonella ncbi-pd illumina empirical coverage

• DAVID Knowledgebase: a gene-centered database integrating heterogeneous gene annotation resources to facilitate high-throughput gene functional analysis.

  PMID 17980028 · PMC2186358 · BMC bioinformatics · 2007 · 7 claims · 3 setups

  Full-text index only

  The DAVID Gene Concept, a single-linkage algorithm, merges gene clusters from Entrez Gene, UniRef100, and PIR-NREF100 that share protein IDs and species into unified DAVID gene clusters, improving cross-referencing between NCBI and UniProt systems

  members entire usp8 sequence annotation

• COMUS: Clinician-Oriented locus-specific MUtation detection and deposition System.

  PMID 19958500 · PMC2788389 · BMC genomics · 2009 · 8 claims · 6 setups

  Full-text index only

  COMUS is a bioinformatics system for detecting and depositing new mutations from patient DNA with a clinician-friendly interface

  ab1 fasta mutation hemophilia base-calling sequence known-variant