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).

• 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

• Metagenomic analysis of respiratory tract DNA viral communities in cystic fibrosis and non-cystic fibrosis individuals.

  PMID 19816605 · PMC2756586 · PloS one · 2009 · 8 claims · 8 setups

  Full-text index only

  CF phage communities are highly similar to each other, whereas Non-CF individuals have more distinct, variable phage communities reflecting transient environmental sampling

  sputum phage metagenomes inferred metagenomic functional diversity

• Microbial metagenomics.

  PMID 16207365 · PMC1257460 · Genome biology · 2005 · 8 claims · 8 setups

  Full-text index only

  Metagenomic sequencing of the human GI tract reveals microbial community composition (e.g., Actinobacteria and Archaea prominence) differing from prior culture-based estimates dominated by Firmicutes and Bacteroides

  gastrointestinal acid ocean group metagenomic shotgun comparative

• 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

• Aryl Hydrocarbon Receptor (AhR) Activation by 2,3,7,8-Tetrachlorodibenzo-p-Dioxin (TCDD) Dose-Dependently Shifts the Gut Microbiome Consistent with the Progression of Non-Alcoholic Fatty Liver Disease.

  PMID 34830313 · PMC8625315 · International journal of molecular sciences · 2021 · 8 claims · 2 setups

  Has reproduction · 79

  TCDD dose-dependently enriches Lactobacillus species, particularly L. reuteri, in the mouse cecum microbiome

  cecum fecal shotgun humann

• geneshot: gene-level metagenomics identifies genome islands associated with immunotherapy response.

  PMID 33952321 · PMC8097837 · Genome biology · 2021 · 8 claims · 6 setups

  Has reproduction · 75

  geneshot identifies microbial genomic islands consistently associated with ICI response across independent cohorts

  stool deduplicated cag reference gene-level novo co-abundance

• 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

• LMAS: evaluating metagenomic short de novo assembly methods through defined communities.

  PMID 36576131 · PMC9795473 · GigaScience · 2022 · 8 claims · 5 setups

  Has reproduction · 86

  LMAS (Last Metagenomic Assembler Standing) is a flexible, Nextflow-based, Docker-containerized automated workflow for benchmarking de novo metagenomic assemblers against defined mock communities, producing an interactive HTML report.

  zymobiomics assembled assembler-generated novo reference-based contig

• A computational screen for type I polyketide synthases in metagenomics shotgun data.

  PMID 18953415 · PMC2568958 · PloS one · 2008 · 8 claims · 6 setups

  Full-text index only

  Combining HMM domain searches with maximum-likelihood phylogenetic trees can discriminate true PKS I sequences from evolutionarily related but functionally different enzymes (e.g., FAS I) in metagenomic data.

  predicted hmm-identified reference hmm hmm maximum-likelihood robinson-foulds

• DDBJ dealing with mass data produced by the second generation sequencer.

  PMID 18927114 · PMC2686496 · Nucleic acids research · 2009 · 8 claims · 7 setups

  Full-text index only

  DDBJ collected and released 2,368,110 entries (1,415,106,598 bases) of original DNA sequence data from July 2007 to June 2008.

  plasmodium oryzias gut drosophila solexa wgs metagenomic

• Current status of use of high throughput nucleotide sequencing in rheumatology.

  PMID 33408124 · PMC7789458 · RMD open · 2021 · 8 claims · 8 setups

  Has reproduction · 83

  RNA-Seq is the most represented HTS assay used in rheumatology research, primarily for biomarker identification in blood or synovial tissue.

  pubmed sequence blood patients systematic sra rna-seq

• On the holobiont 'predictome' of immunocompetence in pigs.

  PMID 37127575 · PMC10150480 · Genetics, selection, evolution : GSE · 2023 · 8 claims · 8 setups

  Has reproduction · 40

  Holobiont (combined genotype + microbiome) models performed better than partial models (genotype-only or microbiome-only) overall

  duroc fecal plasma serum snp 16s immunoglobulin

• SnakeMAGs: a simple, efficient, flexible and scalable workflow to reconstruct prokaryotic genomes from metagenomes.

  PMID 36875992 · PMC9978240 · F1000Research · 2022 · 7 claims · 8 setups

  Has reproduction · 67

  SnakeMAGs is a simple, efficient, flexible and scalable Snakemake workflow that processes Illumina reads from raw data to MAG classification and relative abundance estimation

  publicly bins quality-filtered assembled workflow genome megahit

• Improved eukaryotic detection compatible with large-scale automated analysis of metagenomes.

  PMID 37032329 · PMC10084625 · Microbiome · 2023 · 8 claims · 7 setups

  Has reproduction · 89

  MAPQ ≥30 filtering improves precision but substantially reduces recall, especially for unrepresented/divergent eukaryotic taxa

  eukdetect simulated zymobiomics read holdout mutation-rate

• The selection of software and database for metagenomics sequence analysis impacts the outcome of microbial profiling and pathogen detection.

  PMID 37027361 · PMC10081788 · PloS one · 2023 · 7 claims · 7 setups

  Has reproduction · 86

  Obtaining an accurate species-level microbial profile using current direct-read metagenomics profiling software is still a challenging task.

  simulated kidney biological extracted shotgun taxonomic pathogen