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).

• 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

• From clinics to sewers: leveraging environmental surveillance and whole genome sequencing to inform transmission of ESBL-Escherichia coli in Switzerland.

  PMID 41940667 · PMC13188883 · Applied and environmental microbiology · 2026 · 8 claims · 8 setups

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  Wastewater surveillance captures community circulation of ESBL-E. coli that overlaps with clinically relevant circulating strains

  esbl-producing esbl-e coli genome core-genome ezclermont

• High throughput sequencing and proteomics to identify immunogenic proteins of a new pathogen: the dirty genome approach.

  PMID 20037647 · PMC2793016 · PloS one · 2009 · 7 claims · 7 setups

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  A dirty genome approach using unfinished, unclosed genome sequences combined with proteomics can rapidly identify immunogenic proteins useful for diagnostic tool development

  parachlamydia spots coli recombinant pyrosequencing solexa gel