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).
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Has reproduction · 78
GenTB: A user-friendly genome-based predictor for tuberculosis resistance powered by machine learning.
PMID 34461978 · PMC8407037 · Genome medicine · 2021 · 8 claims · 6 setups
GenTB is a free, open, web-based application offering two ML predictors (Random Forest and WDNN) that predict resistance to 13 and 10 anti-TB drugs, respectively.
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Genome analysis of multi- and extensively-drug-resistant tuberculosis from KwaZulu-Natal, South Africa.
PMID 19890396 · PMC2767505 · PloS one · 2009 · 8 claims · 4 setups
Rifampicin resistance (rpoB) and pyrazinamide resistance (pncA) mutations occur at different nucleotide positions in the MDR and XDR strains, showing they were acquired independently and that the XDR strain did not evolve directly from this MDR strain.
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Has reproduction · 90
The COMBAT-TB Workbench: Making Powerful Mycobacterium tuberculosis Bioinformatics Accessible.
PMID 35138128 · PMC8827006 · mSphere · 2022 · 8 claims · 5 setups
The COMBAT-TB Workbench combines the IRIDA web platform and the Galaxy workflow platform into a single easy-to-install, Docker-based application
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Has reproduction · 98
Mutations in dnaA and a cryptic interaction site increase drug resistance in Mycobacterium tuberculosis.
PMID 33253310 · PMC7738170 · PLoS pathogens · 2020 · 7 claims · 8 setups
Non-synonymous mutations in dnaA are statistically associated with drug resistance (INH, RIF, SM) in clinical M. tuberculosis strains across two independent GWAS cohorts (China and Vietnam)
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rpoB Gene mutations in rifampin-resistant Mycobacterium tuberculosis identified by polymerase chain reaction single-stranded conformational polymorphism.
PMID 11747730 · PMC2631921 · Emerging infectious diseases · 2001 · 6 claims · 4 setups
PCR-SSCP has high specificity (100%) but poor sensitivity (31.4%) for detecting rpoB mutations in rifampin-resistant M. tuberculosis clinical isolates
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Autophagy gene variant IRGM -261T contributes to protection from tuberculosis caused by Mycobacterium tuberculosis but not by M. africanum strains.
PMID 19750224 · PMC2735778 · PLoS pathogens · 2009 · 7 claims · 5 setups
The IRGM −261TT genotype is negatively associated with (protective against) pulmonary TB caused by M. tuberculosis
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Has reproduction · 85
PowerBacGWAS: a computational pipeline to perform power calculations for bacterial genome-wide association studies.
PMID 35338232 · PMC8956664 · Communications biology · 2022 · 8 claims · 8 setups
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
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Using DNA microarrays to study host-microbe interactions.
PMID 10998383 · PMC2627958 · Emerging infectious diseases · 2000 · 8 claims · 8 setups
DNA microarrays can measure transcript levels and detect sequence polymorphisms for every gene simultaneously in microbial genomes