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).

• Rapid identification of microbial pathogens and antimicrobial resistance from bloodstream infections using long-read sequencing.

  PMID 42274466 · PMC13256323 · Microbial genomics · 2026 · 8 claims · 8 setups

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  A novel ONT long-read sequencing laboratory and bioinformatic workflow rapidly identifies bacterial and fungal organisms and AMR determinants from positive blood cultures

  positive matching pure ont long-read short-read maldi-tof

• PowerBacGWAS: a computational pipeline to perform power calculations for bacterial genome-wide association studies.

  PMID 35338232 · PMC8956664 · Communications biology · 2022 · 8 claims · 8 setups

  Has reproduction · 85

  Two computational approaches (sub-sampling and phenotype-simulation) can be implemented to perform power calculations for bacterial GWAS using existing genome collections, packaged as the PowerBacGWAS pipeline

  enterococcus klebsiella mycobacterium faecium pan-genome burden variant

• AMR-GNN: a multi-representation graph neural network framework to enable genomic antimicrobial resistance prediction.

  PMID 41792137 · PMC13087051 · Nature communications · 2026 · 7 claims · 8 setups

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  AMR-GNN, a graph neural network integrating multiple genomic representations (unitigs, SNPs, FCGR) via low-rank multimodal fusion, improves AMR phenotype prediction in P. aeruginosa compared to single-representation baseline models.

  pseudomonas aeruginosa escherichia coli whole-genome elastic convolutional

• Draft Genome Sequences of Antimicrobial-Resistant Shigella Clinical Isolates from Pakistan.

  PMID 31346012 · PMC6658682 · Microbiology resource announcements · 2019 · 6 claims · 7 setups

  Has reproduction · 92

  Draft genome sequences of three multidrug-resistant Shigella clinical isolates from Pakistan (two S. flexneri, one S. sonnei) are reported as a resource for AMR surveillance.

  shigella bacterial antimicrobial whole-genome

• Prediction of Antimicrobial Resistance in Gram-Negative Bacteria From Whole-Genome Sequencing Data.

  PMID 32528441 · PMC7262952 · Frontiers in microbiology · 2020 · 8 claims · 5 setups

  Has reproduction · 100

  WGS-derived antibiotic resistance gene (ARG) coverage can be used to predict antimicrobial resistance in Gram-negative bacteria via machine learning

  gram-negative in-house args curated shotgun genome phenotypic

• rMAP 2.0: a modular, reproducible, and scalable WDL-Cromwell-Docker workflow for genomic analysis of ESKAPEE pathogens.

  PMID 41782684 · PMC12955837 · Bioinformatics advances · 2026 · 8 claims · 8 setups

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  rMAP 2.0 standardizes end-to-end bacterial WGS analysis (QC, trimming, assembly, annotation, AMR/virulence/mobile-element profiling, sequence typing, pangenome inference, phylogenetics) via containerized WDL/Cromwell execution

  enterobacterales illumina aeruginosa pneumoniae whole-genome wgs amr

• Shotgun metagenomic analysis of the oral microbiomes of children with noma.

  PMID 41860897 · PMC13029773 · PLoS neglected tropical diseases · 2026 · 8 claims · 6 setups

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  Noma oral microbiomes show marked dysbiosis with significant enrichment of Treponema, Porphyromonas, and Bacteroides, and depletion of Streptococcus and Rothia, compared to healthy controls

  oral saliva noma previously shotgun comparative metagenome

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

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

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  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

• Aeromonas piscicola in Chilean Salmon Farming: Genomic Insights, Phenotypic Traits, Virulence and Field Immune Response.

  PMID 42075730 · PMC13118686 · Pathogens (Basel, Switzerland) · 2026 · 8 claims · 8 setups

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  Aeromonas piscicola is a causative agent of furunculosis-like outbreaks in Atlantic salmon in Chile, reported here for the first time.

  salmonicida-like piscicola bacterial salmo congo bacterial mic