bioRxivMicrobiologyPreprint
Network-based population analysis of 31,595 gonococcal genomes reveals phase variability, genetic diversity and mobile element dynamics drive antimicrobial resistance and phenotypic diversity
Duncan Carruthers‐LayiD, Jessica LamiD, Emil Jurga, Scott D. Gray‐OweniD, John ParkinsoniD
Abstract
With a highly plastic genome allowing the accumulation of antimicrobial resistance (AMR) determinants, Neisseria gonorrhoeae (Ngo) is an urgent public health threat. To better understand the spread of AMR in Ngo and its ability to persist in humans, we performed a systematic analysis of its global population structure. From 31,595 publicly available genomes, we curated a maximally diverse representative set of 485 gonococcal genomes, which were defined into 12 distinct clades on the basis of shared patterns of single nucleotide polymorphisms. Mapping AMR determinants and mobile elements onto these clades revealed significant correlation with gonococcal population structure. Notably, several variants associated with AMR were identified in genes not previously linked with resistance, suggesting roles as new determinants of resistance or compensatory mutations in resistant strains. Analysis of phase variable motifs, a significant mechanism driving regulation of expression in Ngo, identified 57 genes not previously identified as phase variable; in vivo and in vitro passaging validated our sequence-based definition of phase variability and revealed a strong association of phase variation of the surface proteins Opa and LgtG with improved colonization during infection. Together these findings highlight the ability of systematic comparative genomic analyses to shed new light on the drivers of Ngo population structure and identify new AMR determinants.
- organism: human
- assay: whole-genome sequencing
- research focus: chromatin & epigenetic regulation
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Genomic epidemiology of Neisseria gonorrhoeae isolates from the G-ToG clinical trial, 2014-2016
Samantha A McKeand, Michelle J Cole, … Christoph M. Tang·bioRxiv·Mar 23, 2026
- Diversity and evolution of a phase-variable multi-locus antigen in Neisseria gonorrhoeae
QinQin Yu, Tatum D. Mortimer, … Yonatan H. Grad·PLoS PathogensPeer-reviewed·May 11, 2026
- Antimicrobial exposure in sexual networks drives divergent evolution in modern gonococci
Leonor Sánchez-Busó, Daniel Golparian, … Simon R. Harris·Nature MicrobiologyPeer-reviewed·Jul 29, 2019
- Genomic Diversity of Neisseria gonorrhoeae Isolates in Kenya Revealed by MLST, NG-MAST, and NG-STAR Typing
Mary Wandia Kivata, Fredrick Lunyagi Eyase, … Margaret Mbuchi·PLoS ONEPeer-reviewed·May 19, 2026
- Transcriptome Analysis of Neisseria gonorrhoeae During Natural Infection Reveals Differential Expression of Antibiotic Resistance Determinants Between Men and Women
K. Nudel, R. McClure, … C. A. Genco·bioRxiv·May 11, 2018
- Increased antibiotic susceptibility in Neisseria gonorrhoeae through adaptation to the cervical environment
K. C. Ma, T. D. Mortimer, … Y. H. Grad·Nature CommunicationsPeer-reviewed·Aug 17, 2020