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).

• 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

• Genomics and public health: development of Web-based training tools for increasing genomic awareness.

  PMID 15888236 · PMC1327719 · Preventing chronic disease · 2005 · 7 claims · 4 setups

  Full-text index only

  Web-based training tools (Genomics for Public Health Practitioners and Six Weeks to Genomic Awareness) can increase genomic awareness among public health practitioners nationwide.

  michigan health visitors six post-session voluntary web

• 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

• 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

• How bacterial communities expand functional repertoires.

  PMID 17238278 · PMC1750926 · PLoS biology · 2006 · 8 claims · 7 setups

  Full-text index only

  The human microbiome contains roughly 100 times as many genes as does the human genome

  bacteroides distal interleukin-10-deficient macrophages transcriptional metagenomic microbiota

• Metatranscriptomics-based investigation of bacterial community dynamics across a dissolved organic matter gradient in southern Lake Michigan.

  PMID 41860215 · PMC13101498 · Applied and environmental microbiology · 2026 · 7 claims · 6 setups

  Has reproduction · 81

  DOM composition changes significantly across the nearshore-to-offshore transect, with more terrestrially derived and high-molecular-weight DOM nearshore, despite only minor reductions in DOC and similar inorganic N and P levels.

  free-living bacterioplankton 0.2-µm lake metatranscriptomics metagenomics dissolved

• 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 · 3 setups

  Has reproduction · 75

  PHA4GE developed a set of standardized contextual data tags (five fields plus controlled-vocabulary terms) for annotating pathogen sequence datasets with known quality issues.

  fda pha4ge genomic metagenomic community ontology

• Benefit from decline: the primary transcriptome of Alteromonas macleodii str. Te101 during Trichodesmium demise.

  PMID 29335641 · PMC5864184 · The ISME journal · 2018 · 7 claims · 6 setups

  Has reproduction

  Increasing salinity to >=43 ppt inhibits Trichodesmium growth/increases mortality while stimulating growth of associated Alteromonas, shifting community dominance to the heterotroph

  alteromonas co-culture trichodesmium differential bulk whole-genome

• CONTRAST: a discriminative, phylogeny-free approach to multiple informant de novo gene prediction.

  PMID 18096039 · PMC2246271 · Genome biology · 2007 · 8 claims · 5 setups

  Full-text index only

  CONTRAST predicts exact coding region structures for 65% more human genes than the previous state-of-the-art de novo predictor (N-SCAN)

  genome sequence drosophila novo gene coding