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).

• Essential Genes of Vibrio anguillarum and Other Vibrio spp. Guide the Development of New Drugs and Vaccines.

  PMID 34745063 · PMC8564382 · Frontiers in microbiology · 2021 · 7 claims · 7 setups

  Has reproduction · 67

  Tn-seq using the TnSC189 mariner transposon identified 329 essential genes in V. anguillarum NB10Sm from a library of 52,662 insertion mutants.

  vibrio coli anguillarum transposon-insertion conjugative functional

• BaGPipe: an automated, reproducible, and flexible pipeline for bacterial genome-wide association studies.

  PMID 41896736 · PMC13147680 · BMC microbiology · 2026 · 7 claims · 8 setups

  Full-text index only

  BaGPipe is an automated, reproducible Nextflow pipeline that integrates pre-processing, Pyseer-based association analysis, and downstream visualisation into a unified bacterial GWAS workflow

  streptococcus staphylococcus aureus pneumoniae bacterial read amr

• Sequence-based pangenomic core detection.

  PMID 35663029 · PMC9160775 · iScience · 2022 · 7 claims · 3 setups

  Has reproduction · 98

  Sequence-based pangenomic core detection can be performed directly on unannotated genome sequences using a colored de Bruijn graph, avoiding bias from error-prone gene annotations

  prokaryotic gene-based sequence-based synteny-based

• Whole genome sequencing reveals possible host species adaptation of Streptococcus dysgalactiae.

  PMID 34462475 · PMC8405622 · Scientific reports · 2021 · 8 claims · 8 setups

  Has reproduction

  SDSD is a distinct taxonomic entity, supported by a mean pairwise average nucleotide identity (ANI) of 99% among isolates

  sdsd sdse isolates genomes genome core-genome multilocus

• metaFun: An analysis pipeline for metagenomic big data with fast and unified functional searches.

  PMID 41530917 · PMC12818822 · Gut microbes · 2026 · 8 claims · 8 setups

  Full-text index only

  metaFun is an open-source, end-to-end Nextflow/Apptainer pipeline integrating quality control, taxonomic profiling, functional profiling, de novo assembly, binning, genome assessment, comparative genomics, network analysis, and strain-level microdiversity analysis into a unified framework

  simulated selected gut mags novo binning pangenome-based

• Pseudoalteromonas is a symbiont of marine invertebrates that exhibits broad patterns of phylosymbiosis.

  PMID 42007585 · PMC13245728 · The ISME journal · 2026 · 8 claims · 8 setups

  Full-text index only

  Pseudoalteromonas is a symbiont with substantial evidence of phylosymbiosis across at least three marine invertebrate phyla (Nematoda, Mollusca, and Cnidaria)

  pseudoalteromonas mollusca individual live pangenomic core-genome average

• 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