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).

• 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

  Full-text index only

  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

• Acquisition and loss of CTX-M plasmids in Shigella species associated with MSM transmission in the UK.

  PMID 34427554 · PMC8549364 · Microbial genomics · 2021 · 8 claims · 8 setups

  Has reproduction · 92

  bla_CTX-M-27 is located on IncFII pKSR100-like plasmids, flanked by IS26 and IS903B

  sonnei same shigella assembled illumina oxford novo

• Identification of genes influencing the evolution of Escherichia coli ST372 in dogs and humans.

  PMID 36752777 · PMC9997745 · Microbial genomics · 2023 · 8 claims · 8 setups

  Has reproduction · 89

  Dogs are the dominant host of E. coli ST372, and clusters within the ST372 population structure exhibit distinctive O:H types.

  coli st372 core draft whole-genome core population

• 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

  Full-text index only

  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

• 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

• Nanopore long-read-only genome assembly of clinical Enterobacterales isolates is complete and accurate.

  PMID 41758556 · PMC12948150 · Microbial genomics · 2026 · 8 claims · 8 setups

  Full-text index only

  Autocycler (consensus long-read-only assembler) circularised the most chromosomes, 95% (87/92), significantly more than Unicycler, Unicycler bold, Flye and Hybracter (hybrid)

  clinical enterobacterales assembled assembler-polisher nanopore illumina comparative