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).

• 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

• Using DNA microarrays to study host-microbe interactions.

  PMID 10998383 · PMC2627958 · Emerging infectious diseases · 2000 · 8 claims · 8 setups

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  DNA microarrays can measure transcript levels and detect sequence polymorphisms for every gene simultaneously in microbial genomes

  streptococcus cytomegalovirus coli mycobacterium oligonucleotide microarray gene

• Predicting phenotype and emerging strains among Chlamydia trachomatis infections.

  PMID 19788805 · PMC2819883 · Emerging infectious diseases · 2009 · 8 claims · 7 setups

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  A 7-locus MLST scheme selected from conserved housekeeping genes shared across 4 Chlamydiaceae species (7 genomes) can genotype diverse C. trachomatis reference and clinical isolates.

  genome-sequenced trachomatis same concatenated whole-genome multilocus ompa

• pmid-41782684

  PMID 41782684 · PMC12955837 · 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

• pmid-41792137

  PMID 41792137 · PMC13087051 · 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

• 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

• Comparative genomics and understanding of microbial biology.

  PMID 10998382 · PMC2627966 · Emerging infectious diseases · 2000 · 8 claims · 7 setups

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  GC content varies widely among prokaryotic genomes (29% in B. burgdorferi to 68% in M. tuberculosis) and shapes codon usage and amino acid composition.

  completed same sequenced mycobacterium whole-genome comparative phylogenomic

• 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

• Detecting DNA modifications from SMRT sequencing data by modeling sequence context dependence of polymerase kinetic.

  PMID 23516341 · PMC3597545 · PLoS computational biology · 2013 · 8 claims · 7 setups

  Has reproduction · 44

  Local sequence context strongly determines position-specific polymerase kinetic rate: roughly 80% of IPD variation is explained by a 10 bp context (7 bases upstream, 2 bases downstream of the incorporation site), saturating at 7 bases upstream.

  plasmid coli wild-type artificial smrt read-mixing distributional