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).

• 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

• 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

• hgtseq: A Standard Pipeline to Study Horizontal Gene Transfer.

  PMID 36498841 · PMC9738810 · International journal of molecular sciences · 2022 · 8 claims · 8 setups

  Has reproduction · 63

  hgtseq is a fully automated, portable, and scalable Nextflow/nf-core pipeline for detecting horizontal gene transfer signatures from unmapped sequencing reads.

  copd chikv bos canis exome taxonomic reference

• 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

• A comparison of random sequence reads versus 16S rDNA sequences for estimating the biodiversity of a metagenomic library.

  PMID 18682527 · PMC2532719 · Nucleic acids research · 2008 · 8 claims · 7 setups

  Full-text index only

  Biodiversity observed by RSR analysis is consistent with that obtained by 16S rDNA analysis

  faecal rsr 16s sargasso shotgun blastn-based 16s

• MoGAAAP: a modular Snakemake workflow for automated genome assembly and annotation with quality assessment.

  PMID 41585413 · PMC12824462 · NAR genomics and bioinformatics · 2026 · 8 claims · 8 setups

  Full-text index only

  MoGAAAP is a modular Snakemake pipeline that automates assembly, provisional annotation, and quality assessment (QA) for any diploid eukaryotic organism

  arabidopsis grapevine pangenome invertebrate genome novo gene

• poreCov-An Easy to Use, Fast, and Robust Workflow for SARS-CoV-2 Genome Reconstruction via Nanopore Sequencing.

  PMID 34394197 · PMC8355734 · Frontiers in genetics · 2021 · 8 claims · 8 setups

  Has reproduction · 100

  poreCov is an easy-to-use, fast, and robust Nextflow-based workflow for reference-based SARS-CoV-2 genome reconstruction and lineage determination from nanopore sequencing data

  porecov sars-cov-2 nanopore fastq gisaid workflow real-world

• A case study for large-scale human microbiome analysis using JCVI's metagenomics reports (METAREP).

  PMID 22719821 · PMC3374610 · PloS one · 2012 · 8 claims · 7 setups

  Has reproduction · 78

  METAREP version 1.3.1 is an open-source, scalable tool for querying, browsing and comparing extremely large volumes of metagenomic annotations, with an extended data model, dynamic weighting, distributed searches and advanced clustering.

  microbiome pooled hmp metarep genome assembly-based enzymatic

• MetaPepticon: automated prediction of anticancer peptides from microbial genomes and metagenomes.

  PMID 41918857 · PMC13034871 · PeerJ · 2026 · 7 claims · 6 setups

  Full-text index only

  MetaPepticon is a modular, end-to-end Snakemake pipeline that predicts ACP candidates directly from raw genomic, metagenomic, transcriptomic, metatranscriptomic reads, assembled contigs, or peptide sequences.

  validated gut representative predicted acp shotgun genome

• TOFU-MAaPO: fast, scalable and reproducible analysis of large metagenome sequence data from the Sequence Read Archive.

  PMID 42277027 · PMC13260335 · Nature communications · 2026 · 8 claims · 5 setups

  Full-text index only

  TOFU-MAaPO yields significantly more high-quality MAGs than metaFun, nf-core/mag, and ATLAS due to integration of multiple complementary binning tools with unified MAGScoT refinement

  gut same uniquely metagenome quality assembly-free

• Metagenomic study of the oral microbiota by Illumina high-throughput sequencing.

  PMID 19796657 · PMC3568755 · Journal of microbiological methods · 2009 · 8 claims · 6 setups

  Full-text index only

  The 16S rRNA V5 hypervariable region, amplified as a short ~82-base segment, provides reliable taxonomic identification of oral bacteria against public databases like HOMD.

  pooled 16s sequenced topo 16s primer taxonomic

• Probing the zooarchaeological record across time and space for ancient pathogen DNA.

  PMID 42062273 · PMC13133277 · Nature communications · 2026 · 6 claims · 4 setups

  Full-text index only

  Palaeopathological lesions provide guidance for selecting specimens likely to yield ancient pathogen DNA

  bones extracts ancient macroscopic shotgun metagenomic

• The genome sequence of the Osiris Blue, Cupido osiris (Meigen, 1830) (Lepidoptera: Lycaenidae).

  PMID 41798706 · PMC12963831 · Wellcome open research · 2026 · 8 claims · 8 setups

  Full-text index only

  A chromosome-level genome assembly was produced for Cupido osiris (Osiris Blue butterfly)

  cupido pacbio hi-c k-mer

• The genome sequence of the flat clown beetle, Hololepta plana (Sulzer, 1776) (Coleoptera: Histeridae).

  PMID 42255359 · PMC13237540 · Wellcome open research · 2026 · 8 claims · 8 setups

  Full-text index only

  A chromosome-level genome assembly was produced for Hololepta plana (icHolPlan1) using the Darwin Tree of Life pipeline

  hololepta head abdomen hifi barcoding pacbio hi-c

• Regulatory Noncoding Small RNAs Are Diverse and Abundant in an Extremophilic Microbial Community.

  PMID 32019831 · PMC7002113 · mSystems · 2020 · 7 claims · 8 setups

  Has reproduction · 57

  Hundreds of intergenic (itsRNAs) and antisense (asRNAs) sRNAs are expressed in the halite endolithic microbial community of the Atacama Desert

  halite same identified conserved strand-specific genome-resolved srna

• The genome sequence of the Mediterranean Skipper, Gegenes nostrodamus (Fabricius, 1793) (Lepidoptera: Hesperiidae).

  PMID 41908929 · PMC13019046 · Wellcome open research · 2026 · 6 claims · 7 setups

  Full-text index only

  A chromosome-level genome assembly was generated for Gegenes nostrodamus (Mediterranean Skipper) as part of Project Psyche.

  gegenes pacbio hi-c k-mer

• The genome sequence of the nematode Ostertagia ostertagi (Stiles, 1892) (Rhabditida, Trichostrongylidae).

  PMID 42094077 · PMC13139848 · Wellcome open research · 2026 · 8 claims · 7 setups

  Full-text index only

  A chromosome-level genome assembly was generated for a single male specimen of Ostertagia ostertagi (isolate MOo2).

  single pooled unassembled assembled pacbio hi-c k-mer

• The genome sequence of the Chalk Yellow-face Bee, Hylaeus dilatatus (Kirby, 1802) (Hymenoptera: Colletidae).

  PMID 41657665 · PMC12881847 · Wellcome open research · 2026 · 8 claims · 8 setups

  Full-text index only

  A two-haplotype genome assembly of Hylaeus dilatatus was produced, with total lengths of 307.38 Mb (haplotype 1) and 314.32 Mb (haplotype 2)

  hylaeus pacbio assembled barcoding pacbio hi-c

• A step forward for Shiga toxin-producing Escherichia coli identification and characterization in raw milk using long-read metagenomics.

  PMID 36748417 · PMC9836091 · Microbial genomics · 2022 · 8 claims · 6 setups

  Has reproduction · 75

  Long-read metagenomics enables isolation-independent identification and characterization of eae-positive STEC directly from raw milk.

  pure enriched stec-negative extracted ont real-time artificial

• The genome sequence of the tub gurnard, Chelidonichthys lucerna (Linnaeus, 1758) (Perciformes: Triglidae).

  PMID 41625984 · PMC12856256 · Wellcome open research · 2026 · 8 claims · 8 setups

  Full-text index only

  A genome assembly was generated for Chelidonichthys lucerna (tub gurnard) with two haplotypes of 649.07 Mb (hap1) and 651.58 Mb (hap2)

  chelidonichthys pacbio hi-c sequencing