Population genomics of Klebsiella pneumoniae

KL Wyres, MMC Lam, KE Holt - Nature Reviews Microbiology, 2020 - nature.com
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 …

Machine learning for antimicrobial resistance prediction: current practice, limitations, and clinical perspective

JI Kim, F Maguire, KK Tsang, T Gouliouris… - Clinical microbiology …, 2022 - journals.asm.org
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 …

Open-access bacterial population genomics: BIGSdb software, the PubMLST. org website and their applications

KA Jolley, JE Bray, MCJ Maiden - Wellcome open research, 2018 - pmc.ncbi.nlm.nih.gov
The PubMLST. org website hosts a collection of open-access, curated databases that
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 …

Rapid scoring of genes in microbial pan-genome-wide association studies with Scoary

O Brynildsrud, J Bohlin, L Scheffer, V Eldholm - Genome biology, 2016 - Springer
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 …

Bacterial SNPs in the human gut microbiome associate with host BMI

L Zahavi, A Lavon, L Reicher, S Shoer, A Godneva… - Nature medicine, 2023 - nature.com
Genome-wide association studies (GWASs) have provided numerous associations between
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 …

Genome-wide analysis of multi- and extensively drug-resistant Mycobacterium tuberculosis

F Coll, J Phelan, GA Hill-Cawthorne, MB Nair… - Nature …, 2018 - nature.com
To characterize the genetic determinants of resistance to antituberculosis drugs, we
performed a genome-wide association study (GWAS) of 6,465 Mycobacterium tuberculosis …

Fast hierarchical Bayesian analysis of population structure

G Tonkin-Hill, JA Lees, SD Bentley… - Nucleic acids …, 2019 - academic.oup.com
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 …

Population genomics of bacterial host adaptation

SK Sheppard, DS Guttman, JR Fitzgerald - Nature Reviews Genetics, 2018 - nature.com
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 …