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).

• The role of genomics in the identification, prediction, and prevention of biological threats.

  PMID 19855827 · PMC2757898 · PLoS biology · 2009 · 8 claims · 5 setups

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  Genomics should be used proactively, not just reactively, to build biopreparedness against biological threats

  bacillus escherichia sars pandemic whole-genome pangenomic low-resolution

• Optimizing open data to support one health: best practices to ensure interoperability of genomic data from bacterial pathogens.

  PMID 33103064 · PMC7568946 · One health outlook · 2020 · 8 claims · 3 setups

  Has reproduction · 85

  An open-access pathogen surveillance database (NCBI Pathogen Detection) plus contributor Best Practices enables FAIR, interoperable genomic data across human, animal, food, and environmental sources for One Health surveillance.

  salmonella ncbi-pd illumina empirical coverage

• Versatile and open software for comparing large genomes.

  PMID 14759262 · PMC395750 · Genome biology · 2004 · 8 claims · 8 setups

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  MUMmer 3.0 efficiently handles comparisons of large eukaryotic genomes at varying evolutionary distances

  escherichia chromosome drosophila anopheles suffix-tree whole-genome protein-level

• 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

• Comparative genomics of multidrug resistance in Acinetobacter baumannii.

  PMID 16415984 · PMC1326220 · PLoS genetics · 2006 · 7 claims · 5 setups

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  A. baumannii strain AYE contains an 86-kb genomic resistance island (AbaR1) clustering 45 of its 52 resistance genes, the largest resistance island described to date

  baumannii resistance clinical whole-genome comparative sequence

• 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

• SARS--beginning to understand a new virus.

  PMID 15035025 · PMC7097337 · Nature reviews. Microbiology · 2003 · 8 claims · 8 setups

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  A previously unknown coronavirus (SARS-CoV) was isolated from FRhK-4 and Vero E6 cells inoculated with clinical specimens from SARS patients and identified as the causative agent of SARS

  frhk-4 macaques sars-cov coronavirus virus infection whole-genome

• Computer-aided identification of polymorphism sets diagnostic for groups of bacterial and viral genetic variants.

  PMID 17672919 · PMC1973086 · BMC bioinformatics · 2007 · 6 claims · 8 setups

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  The Not-N algorithm, incorporated into the Minimum SNPs program, identifies small marker sets diagnostic for user-defined subgroups of genetic variants with 0% false negatives

  hcv campylobacter yersinia clostridium snp comparative cgh