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).

• Including microbiome information in a multi-trait genomic evaluation: a case study on longitudinal growth performance in beef cattle.

  PMID 38491422 · PMC10943865 · Genetics, selection, evolution : GSE · 2024 · 8 claims · 5 setups

  Full-text index only

  The host genome's influence on the functional rumen microbiome contributes to temporal variation in average daily gain (ADG1-ADG4) across finishing months in beef cattle.

  rumen blood beef metagenome snp longitudinal

• 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

• Taxonomic and functional metagenomic assessment of a Dolichospermum bloom in a large and deep lake south of the Alps.

  PMID 39227168 · PMC11412076 · FEMS microbiology ecology · 2024 · 5 claims · 8 setups

  Has reproduction · 83

  A near-complete metagenome-assembled genome (MAG) of Dolichospermum lemmermannii (FEM_B0920) was recovered from a Lake Garda bloom and clarified the species' taxonomic position within the genus Dolichospermum and the ADA group.

  dolichospermum filter fem_b0920 lake shotgun cyanotoxin phylogenomic

• MiGPC: a comprehensive catalog of enzybiotics from environmental metagenomes.

  PMID 41888223 · PMC13172421 · Scientific reports · 2026 · 8 claims · 8 setups

  Has reproduction · 24

  MiGPC is the first genome-resolved metagenomic gene and protein catalog specifically targeted to enzybiotics

  environmental quality-filtered assembled predicted metagenomic metagenome gene

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

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

  Has reproduction · 50

  MEDUSA is an automated, Conda-installable and Snakemake-managed pipeline performing preprocessing, assembly, alignment, taxonomic classification, and functional annotation on shotgun data.

  bovine simulated cami trimming decontamination assembly

• Mining the equine gut metagenome: poorly-characterized taxa associated with cardiovascular fitness in endurance athletes.

  PMID 36192523 · PMC9529974 · Communications biology · 2022 · 8 claims · 8 setups

  Has reproduction · 68

  Built an integrated horse gut microbiome gene catalog (~25 million unique genes) and 372 metagenome-assembled genomes (MAGs) spanning 4179 genera and 95 phyla

  fecal horse dominant plasma shotgun taxonomic functional

• binny: an automated binning algorithm to recover high-quality genomes from complex metagenomic datasets.

  PMID 36239393 · PMC9677464 · Briefings in bioinformatics · 2022 · 8 claims · 8 setups

  Has reproduction · 67

  binny outperforms or is highly competitive with commonly used and state-of-the-art binning methods (MetaBAT2, MaxBin2, CONCOCT, VAMB, SemiBin, MetaDecoder)

  cami real-world metagenomic binned genome binning mag

• MetaGT: A pipeline for de novo assembly of metatranscriptomes with the aid of metagenomic data.

  PMID 36386613 · PMC9651917 · Frontiers in microbiology · 2022 · 7 claims · 4 setups

  Has reproduction · 83

  MetaGT is a pipeline that combines metatranscriptomic and metagenomic data from the same sample to assemble complete transcript sequences

  simulated mock16 real snailgut novo transcript gene

• Large-scale quality assessment of prokaryotic genomes with metashot/prok-quality.

  PMID 35136576 · PMC8804904 · F1000Research · 2021 · 8 claims · 6 setups

  Has reproduction · 98

  metashot/prok-quality is a container-enabled Nextflow pipeline for quality assessment and dereplication of draft prokaryotic genomes

  draft filtered chimeric genome chimerism ribosomal

• Genomic Description of 'Candidatus Abyssubacteria,' a Novel Subsurface Lineage Within the Candidate Phylum Hydrogenedentes.

  PMID 30210471 · PMC6121073 · Frontiers in microbiology · 2018 · 8 claims · 7 setups

  Has reproduction · 91

  SURF_5 and SURF_17 are the first full genomes of a novel bacterial lineage, 'Candidatus Abyssubacteria,' within the candidate phylum Hydrogenedentes

  deep co-assembled surf_17 surf_5 whole-genome novo 16s

• What the Phage: a scalable workflow for the identification and analysis of phage sequences.

  PMID 36399058 · PMC9673492 · GigaScience · 2022 · 8 claims · 7 setups

  Has reproduction · 76

  WtP combines 11 tools (14 approaches) for phage prediction in a parallel, containerized Nextflow workflow

  assembled illumina phage-predicted predicted multitool metagenome gene

• nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning.

  PMID 35118380 · PMC8808542 · NAR genomics and bioinformatics · 2022 · 8 claims · 7 setups

  Has reproduction · 100

  nf-core/mag is a Nextflow/nf-core pipeline for hybrid metagenome assembly, binning and taxonomic classification of MAGs.

  simulated assembled mags raw metagenomic novo genome

• The Genomes On Line Database (GOLD) in 2009: status of genomic and metagenomic projects and their associated metadata.

  PMID 19914934 · PMC2808860 · Nucleic acids research · 2010 · 8 claims · 5 setups

  Full-text index only

  GOLD is a comprehensive, centralized resource for tracking genome and metagenome sequencing projects and their associated metadata worldwide.

  bacteria archaea eukarya environmental genome metagenome metadata

• Horizontal transmission enables flexible associations with locally adapted symbiont strains in deep-sea hydrothermal vent symbioses.

  PMID 35349333 · PMC9168483 · Proceedings of the National Academy of Sciences of the United States of America · 2022 · 8 claims · 6 setups

  Has reproduction · 66

  Host populations of Alviniconcha and Ifremeria are not genetically differentiated across an ~800-km geographic gradient

  gill chemosynthetic host epsilon rna-seq-based metagenomic phylogenomic

• Macrel: antimicrobial peptide screening in genomes and metagenomes.

  PMID 33384902 · PMC7751412 · PeerJ · 2020 · 8 claims · 8 setups

  Has reproduction · 83

  Macrel is an end-to-end pipeline that predicts high-quality AMP candidates from peptides, contigs, or reads of (meta)genomes

  curated hemopi-1 xiao cd-hit random amp homology-aware

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

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

  Has reproduction · 57

  Hundreds of intergenic (itsRNAs) and antisense (asRNAs) sRNAs are diverse and abundant in the halite endolithic microbial community, with 1,538 total ncRNAs discovered across Archaea and Bacteria.

  halite discovered conserved itsrnas strand-specific genome-resolved srna

• MZPAQ: a FASTQ data compression tool.

  PMID 31171931 · PMC6547476 · Source code for biology and medicine · 2019 · 8 claims · 4 setups

  Has reproduction · 58

  MZPAQ, a hybrid of MFCompress and ZPAQ, achieves the highest compression ratio compared to all evaluated state-of-the-art and general-purpose tools on all benchmark datasets.

  mpeg fastq read quality

• Reconstruction of 2,965 Microbial Genomes from Mangrove Sediments across Guangxi, China.

  PMID 41419779 · PMC12858935 · Scientific data · 2025 · 7 claims · 8 setups

  Has reproduction · 87

  A standardized assembly, binning, and dereplication pipeline was used to reconstruct 2,965 non-redundant MAGs from 38 mangrove sediment samples across six sites in Guangxi

  mangrove sediment quality-filtered bacterial whole-genome physicochemical laser

• Dental Plaque Microbial Resistomes of Periodontal Health and Disease and Their Changes after Scaling and Root Planing Therapy.

  PMID 34287005 · PMC8386447 · mSphere · 2021 · 8 claims · 7 setups

  Has reproduction · 76

  Periodontitis significantly alters dental plaque microbial community diversity and structure compared to healthy and treated states

  dental metagenomic taxonomic arg

• Comparative Genomics Provides Insight into the Function of Broad-Host Range Sponge Symbionts.

  PMID 34519538 · PMC8546597 · mBio · 2021 · 8 claims · 8 setups

  Has reproduction · 90

  Eleven new genomes were added to the Tethybacterales order and a novel family (Polydorabacteraceae) was identified

  tsitsikamma tethybacterales putative bin genome 16s multi-locus