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Population genomics of Klebsiella pneumoniae
Klebsiella pneumoniae is a common cause of antimicrobial-resistant opportunistic infections
in hospitalized patients. The species is naturally resistant to penicillins, and members of the …
in hospitalized patients. The species is naturally resistant to penicillins, and members of the …
Machine learning for antimicrobial resistance prediction: current practice, limitations, and clinical perspective
Antimicrobial resistance (AMR) is a global health crisis that poses a great threat to modern
medicine. Effective prevention strategies are urgently required to slow the emergence and …
medicine. Effective prevention strategies are urgently required to slow the emergence and …
Open-access bacterial population genomics: BIGSdb software, the PubMLST. org website and their applications
The PubMLST. org website hosts a collection of open-access, curated databases that
integrate population sequence data with provenance and phenotype information for over …
integrate population sequence data with provenance and phenotype information for over …
[HTML][HTML] Evolution of plasmid-mediated antibiotic resistance in the clinical context
A San Millan - Trends in microbiology, 2018 - cell.com
Antibiotic-resistant infections are an urgent problem in clinical settings because they sharply
increase mortality risk in critically ill patients. The horizontal spread of antibiotic resistance …
increase mortality risk in critically ill patients. The horizontal spread of antibiotic resistance …
Rapid scoring of genes in microbial pan-genome-wide association studies with Scoary
Genome-wide association studies (GWAS) have become indispensable in human medicine
and genomics, but very few have been carried out on bacteria. Here we introduce Scoary …
and genomics, but very few have been carried out on bacteria. Here we introduce Scoary …
Bacterial SNPs in the human gut microbiome associate with host BMI
Genome-wide association studies (GWASs) have provided numerous associations between
human single-nucleotide polymorphisms (SNPs) and health traits. Likewise, metagenome …
human single-nucleotide polymorphisms (SNPs) and health traits. Likewise, metagenome …
The harmonic mean p-value for combining dependent tests
DJ Wilson - Proceedings of the National Academy of Sciences, 2019 - pnas.org
Analysis of “big data” frequently involves statistical comparison of millions of competing
hypotheses to discover hidden processes underlying observed patterns of data, for example …
hypotheses to discover hidden processes underlying observed patterns of data, for example …
Genome-wide analysis of multi- and extensively drug-resistant Mycobacterium tuberculosis
To characterize the genetic determinants of resistance to antituberculosis drugs, we
performed a genome-wide association study (GWAS) of 6,465 Mycobacterium tuberculosis …
performed a genome-wide association study (GWAS) of 6,465 Mycobacterium tuberculosis …
Fast hierarchical Bayesian analysis of population structure
We present fastbaps, a fast solution to the genetic clustering problem. Fastbaps rapidly
identifies an approximate fit to a Dirichlet process mixture model (DPM) for clustering …
identifies an approximate fit to a Dirichlet process mixture model (DPM) for clustering …
Population genomics of bacterial host adaptation
Some bacteria can transfer to new host species, and this poses a risk to human health.
Indeed, an estimated 60% of all human pathogens have originated from other animal …
Indeed, an estimated 60% of all human pathogens have originated from other animal …