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Choudhury ST, Piper KR, Montoya-Giraldo M, Ikhimiukor OO, Dettman JR, Kassen R, Andam CP. Heterogeneity in recombination rates and accessory gene co-occurrence distinguish Pseudomonas aeruginosa phylogroups. mSystems 2025; 10:e0030125. [PMID: 40304385 PMCID: PMC12090758 DOI: 10.1128/msystems.00301-25] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2025] [Accepted: 04/07/2025] [Indexed: 05/02/2025] Open
Abstract
Pseudomonas aeruginosa (class Gammaproteobacteria) is a ubiquitous, ecologically widespread, and metabolically versatile species. It is also an opportunistic pathogen that causes a variety of chronic and acute infections in humans. Its ability to thrive in diverse environments and exhibit a wide range of phenotypes lies in part on its large gene pool, but the processes that govern inter-strain genomic variation remain unclear. Here, we aim to characterize the recombination features and accessory genome structure of P. aeruginosa using 840 globally distributed genome sequences. The species can be subdivided into five phylogenetic sequence clusters (corresponding to known phylogroups), two of which are most prominent. Notable epidemic clones are found in the two phylogroups: ST17, ST111, ST146, ST274, and ST395 in phylogroup 1, and ST235 and ST253 in phylogroup 2. The two phylogroups differ in the frequency and characteristics of homologous recombination in their core genomes, including the specific genes that most frequently recombine and the impact of recombination on sequence diversity. Each phylogroup's accessory genome is characterized by a unique gene pool, co-occurrence networks of shared genes, and anti-phage defense systems. Different pools of antimicrobial resistance and virulence genes exist in the two phylogroups and display dissimilar patterns of co-occurrence. Altogether, our results indicate that each phylogroup displays distinct histories and patterns of acquiring exogenous DNA, which may contribute in part to their predominance in the global population. Our study has important implications for understanding the genome dynamics, within-species heterogeneity, and clinically relevant traits of P. aeruginosa. IMPORTANCE The consummate opportunist Pseudomonas aeruginosa inhabits many nosocomial and non-clinical environments, posing a major health burden worldwide. Our study reveals phylogroup-specific differences in recombination features and co-occurrence networks of accessory genes within the species. This genomic variation partly explains its remarkable ability to exhibit diverse ecological and phenotypic traits, and thus contribute to circumventing clinical and public health intervention strategies to contain it. Our results may help inform efforts to control and prevent P. aeruginosa diseases, including managing transmission, therapeutic efforts, and pathogen circulation in non-clinical environmental reservoirs.
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Affiliation(s)
- Samara T. Choudhury
- Department of Biological Sciences, University at Albany, State University of New York, Albany, New York, USA
| | - Kathryn R. Piper
- Department of Biological Sciences, University at Albany, State University of New York, Albany, New York, USA
| | - Manuela Montoya-Giraldo
- Department of Biological Sciences, University at Albany, State University of New York, Albany, New York, USA
| | - Odion O. Ikhimiukor
- Department of Biological Sciences, University at Albany, State University of New York, Albany, New York, USA
| | - Jeremy R. Dettman
- Ottawa Research and Development Centre, Agriculture & Agri-Food Canada, Ottawa, Ontario, Canada
| | - Rees Kassen
- Department of Biology, McGill University, Montreal, Québec, Canada
| | - Cheryl P. Andam
- Department of Biological Sciences, University at Albany, State University of New York, Albany, New York, USA
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2
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Jin Y, Gao C, Teng G, Zhou Z, Zhou W, Huang M. Dissecting the genetic features and evolution of Staphylococcus aureus sequence type 88: a global perspective. mSystems 2024; 9:e0114224. [PMID: 39530695 DOI: 10.1128/msystems.01142-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2024] [Accepted: 10/13/2024] [Indexed: 11/16/2024] Open
Abstract
Staphylococcus aureus sequence type (ST) 88, encompassing both methicillin-resistant S. aureus (MRSA) and methicillin-sensitive S. aureus (MSSA) phenotypes, is globally prevalent and commonly associated with skin and soft tissue infections. Despite its widespread occurrence, comprehensive genomic studies on this clone remain scarce. In this study, we performed detailed genomic analyses on 130 ST88 isolates derived from severe bloodstream infections alongside 275 publicly available ST88 sequences. Our phylogenetic analysis identified four distinct clades, with evidence suggesting independent evolution and significant clonal expansion of ST88 in China, particularly within clade I, which appeared to have emerged circa 1964. We documented notable interregional, international, and even intercontinental transmission of ST88 isolates. Variability in the distribution of SCCmec and spa types was observed across clades. Our in silico analyses indicated distinct patterns in the distribution of resistance genes, virulence genes, and mobile genetic elements among the clades, with clade I notably harboring the highest prevalence of the intact sraP gene and an independently acquired novel prophage, φST88-1. Conversely, clade IV exhibited deletions within the sasC gene, with certain sub-clades lacking the sdrDE and fnbB genes, underscoring the superior adhesive capabilities of clade I. In vitro experiments confirmed enhanced biofilm formation in clade I isolates, although the levels of hemolysis and cytotoxicity were similar across clades. Pan-genome-wide association study revealed that core SNPs, rather than the accessory genome, are the primary contributors to the diversification of the ST88 clades. These findings enrich our understanding of the genetic foundations underpinning the transmission dynamics and phenotypic diversity of ST88 clones globally.IMPORTANCEUnderstanding the evolution and transmission of Staphylococcus aureus ST88 clones is critically important due to their spread within food, hospital, and community environments, leading to significant health issues. Despite its prevalence, detailed genomic insights into ST88, particularly regarding its diversity and evolutionary dynamics, have been lacking. Our comprehensive genomic analysis of 130 ST88 isolates from severe bloodstream infections, alongside 275 sequences from public databases, significantly advances our understanding of this pathogen. We identified four distinct evolutionary clades, demonstrating the independent evolution and substantial clonal expansion of ST88 in China, as well as its ability to spread across regions and continents. The diversity among the isolates was evident in their unique profiles of SCCmec elements, antibiotic resistance genes, virulence genes, and mobile genetic elements. Our findings underscore the critical role of core genomic variations over accessory elements in driving the diversification of ST88. This enhanced understanding provides new insights that could inform more effective control strategies, crucial for developing interventions to combat the global spread of this formidable pathogen.
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Affiliation(s)
- Ye Jin
- Department of General Intensive Care Unit, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, Zhejiang, People's Republic of China
- Key Laboratory of Early Warning and Intervention of Multiple Organ Failure, China National Ministry of Education, Hangzhou, Zhejiang, People's Republic of China
| | - Chenyang Gao
- Department of General Intensive Care Unit, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, Zhejiang, People's Republic of China
- Key Laboratory of Early Warning and Intervention of Multiple Organ Failure, China National Ministry of Education, Hangzhou, Zhejiang, People's Republic of China
| | - Gaoqin Teng
- Department of General Intensive Care Unit, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, Zhejiang, People's Republic of China
- Key Laboratory of Early Warning and Intervention of Multiple Organ Failure, China National Ministry of Education, Hangzhou, Zhejiang, People's Republic of China
| | - Zhenchao Zhou
- College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, Zhejiang, People's Republic of China
| | - Wangxiao Zhou
- Clinical Laboratory Center, The Second Affiliated Hospital & Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, People's Republic of China
| | - Man Huang
- Department of General Intensive Care Unit, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, Zhejiang, People's Republic of China
- Key Laboratory of Early Warning and Intervention of Multiple Organ Failure, China National Ministry of Education, Hangzhou, Zhejiang, People's Republic of China
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Smith AC, Shrivastava A, Cartee JC, Bélanger M, Sharpe S, Lewis J, Budionno S, Gomez R, Khubbar MK, Pham CD, Gernert KM, Schmerer MW, Raphael BH, Learner ER, Kersh EN, Joseph SJ. Whole-genome sequencing resolves biochemical misidentification of Neisseria species from urogenital specimens. J Clin Microbiol 2024; 62:e0070424. [PMID: 39360841 PMCID: PMC11559007 DOI: 10.1128/jcm.00704-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Accepted: 08/16/2024] [Indexed: 10/05/2024] Open
Abstract
Neisseria meningitidis (Nm) and Neisseria gonorrhoeae (Ng) are human pathogens that sometimes occupy the same anatomical niche. Ng, the causative agent of gonorrhea, infects 87 million individuals annually worldwide and is an urgent threat due to increasing drug resistance. Ng is a pathogen of the urogenital tract and may infect the oropharyngeal or rectal site, often asymptomatically. Conversely, Nm is an opportunistic pathogen. While often a commensal in the oropharyngeal tract, it is also the leading cause of bacterial meningitis with 1.2 million cases globally, causing significant morbidity and mortality. Horizontal gene transfer (HGT) is likely to occur between Ng and Nm due to their shared anatomical niches and genetic similarity, which poses challenges for accurate detection and treatment. Routine surveillance through the Gonococcal Isolate Surveillance Project and Strengthening the U.S. Response to Resistant Gonorrhea detected six concerning urogenital Neisseria isolates with contradicting species identification in Milwaukee (MIL). While all six isolates were positive for Ng using nucleic acid amplification testing (NAAT) and matrix-assisted laser desorption/ionization time of flight identified the isolates as Ng, two biochemical tests, Gonochek-II and API NH, classified them as Nm. To address this discrepancy, we performed whole-genome sequencing (WGS) using Illumina MiSeq on all isolates and employed various bioinformatics tools. Species detection analysis using BMScan, which uses WGS data, identified all isolates as Ng. Furthermore, Kraken revealed over 98% of WGS reads mapped to the Ng genome and <1% to Nm. Recombination analysis identified putative HGT in all MIL isolates within the γ-glutamyl transpeptidase (ggt) gene, a key component in the biochemical tests used to differentiate between Nm and Ng. Further analysis identified Nm as the source of HGT event. Specifically, the active Nm ggt gene replaced the Ng pseudogenes, ggt1 and ggt2. Together, this study demonstrates that closely related Neisseria species sharing a niche underwent HGT, which led to the misidentification of species following biochemical testing. Importantly, NAAT accurately detected Ng. The misidentification highlights the importance of using WGS to continually evaluate diagnostic or bacterial identification tests.
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Affiliation(s)
- Amanda C. Smith
- STD Laboratory Reference and Research Branch, Division of STD Prevention, NCHHSTP, CDC, Atlanta, Georgia, USA
| | - Apurva Shrivastava
- STD Laboratory Reference and Research Branch, Division of STD Prevention, NCHHSTP, CDC, Atlanta, Georgia, USA
- Oak Ridge Institute for Science and Education, Oak Ridge Associated Universities, Oak Ridge, Tennessee, USA
| | - John C. Cartee
- STD Laboratory Reference and Research Branch, Division of STD Prevention, NCHHSTP, CDC, Atlanta, Georgia, USA
| | - Myriam Bélanger
- STD Laboratory Reference and Research Branch, Division of STD Prevention, NCHHSTP, CDC, Atlanta, Georgia, USA
| | - Samera Sharpe
- STD Laboratory Reference and Research Branch, Division of STD Prevention, NCHHSTP, CDC, Atlanta, Georgia, USA
| | - Jorden Lewis
- STD Laboratory Reference and Research Branch, Division of STD Prevention, NCHHSTP, CDC, Atlanta, Georgia, USA
- Oak Ridge Institute for Science and Education, Oak Ridge Associated Universities, Oak Ridge, Tennessee, USA
| | - Suzanna Budionno
- City of Milwaukee Health Department Laboratory, Milwaukee, Wisconsin, USA
| | - Raquel Gomez
- City of Milwaukee Health Department Laboratory, Milwaukee, Wisconsin, USA
| | - Manjeet K. Khubbar
- City of Milwaukee Health Department Laboratory, Milwaukee, Wisconsin, USA
| | - Neisseria gonorrhoeae Working GroupTranMike1HunSopheay1OlusegunSoge O.1HuaChi1HiattBrian1VelizKirstin1JollyLindsay2SpannMaya2KellerEric3MooreTerence3LoomisJillian3ChapelNeil3LeeBenjamin3NeffLindsay4CaseyRavyn4WagnerJenni4YoungErin4OakesonKelly F.4BaldwinTamara5WangChun5RahmanMaliha5OhBonnie5Washington State Department of Health, Washington State Regional Lab, Shoreline, Washington, USATennessee Department of Health, Tennessee Regional Lab Nashville, Nashville, Tennessee, USAMaryland Department of Health, Maryland Regional Lab, Baltimore, Maryland, USAUtah Department of Health and Human Services, Utah Public Health Laboratory, Salt Lake City, Utah, USATexas Department of State Health Services, Texas Regional Lab Austin, Austin, Texas, USA
- STD Laboratory Reference and Research Branch, Division of STD Prevention, NCHHSTP, CDC, Atlanta, Georgia, USA
- Oak Ridge Institute for Science and Education, Oak Ridge Associated Universities, Oak Ridge, Tennessee, USA
- City of Milwaukee Health Department Laboratory, Milwaukee, Wisconsin, USA
| | - Cau D. Pham
- STD Laboratory Reference and Research Branch, Division of STD Prevention, NCHHSTP, CDC, Atlanta, Georgia, USA
| | - Kim M. Gernert
- STD Laboratory Reference and Research Branch, Division of STD Prevention, NCHHSTP, CDC, Atlanta, Georgia, USA
| | - Matthew W. Schmerer
- STD Laboratory Reference and Research Branch, Division of STD Prevention, NCHHSTP, CDC, Atlanta, Georgia, USA
| | - Brian H. Raphael
- STD Laboratory Reference and Research Branch, Division of STD Prevention, NCHHSTP, CDC, Atlanta, Georgia, USA
| | - Emily R. Learner
- STD Laboratory Reference and Research Branch, Division of STD Prevention, NCHHSTP, CDC, Atlanta, Georgia, USA
| | - Ellen N. Kersh
- STD Laboratory Reference and Research Branch, Division of STD Prevention, NCHHSTP, CDC, Atlanta, Georgia, USA
| | - Sandeep J. Joseph
- STD Laboratory Reference and Research Branch, Division of STD Prevention, NCHHSTP, CDC, Atlanta, Georgia, USA
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4
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Thomas IV JC, Cartee JC, Hebrank K, St. Cyr SB, Schlanger K, Raphael BH, Kersh EN, Joseph SJ. Emergence and evolution of mosaic penA-60 and penA-237 alleles in a Neisseria gonorrhoeae core genogroup that was historically susceptible to extended spectrum cephalosporins. Front Microbiol 2024; 15:1401303. [PMID: 39411431 PMCID: PMC11473337 DOI: 10.3389/fmicb.2024.1401303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Accepted: 08/12/2024] [Indexed: 10/19/2024] Open
Abstract
Introduction Neisseria gonorrhoeae (Ng) has successively developed resistance to all previously recommended antimicrobial therapies, with ceftriaxone being the last option for monotherapy of gonorrhea. Global emergence and international spread of the FC428 clone derived mosaic penA-60 allele, associated with highlevel ceftriaxone minimum inhibitory concentrations (MICs) in non FC428 clone Ng lineages, has become an increasing concern. The penA-60 allele carrying Ng was first identified in the U.S. in Las Vegas, Nevada (2019; GCWGS-102723), with a multi-locus sequence type (MLST)-1901 strain, in a non FC428 clone Ng lineage, which is associated with a historically ceftriaxone susceptible core genogroup. Later in 2022, an allele genetically similar to penA-60, mosaic penA-237, was identified in the UK (H22-722) and France (F92) with high-level ceftriaxone MICs and both belonged to MLST-1901. Methods In this study, we assessed phylogenomic relatedness and antimicrobial resistance (AMR) determinant profiles of these three isolates with high-level ceftriaxone MICs among a global collection of 2,104 genomes belonging to the MLST-1901 core genome cluster group 31, which includes strains separated by a locus threshold of 200 or fewer differences (Ng_cgc_200). Recombination events in and around the penA coding region were catalogued and potential sources of inter species recombinant DNA were also inferred. Results The global population structure of MLST-1901 core genogroup falls into 4 major lineages. Isolates GCWGS-10723, F92, and H22-722 clustered within Lineage 1, which was dominated by non-mosaic penA-5 alleles. These three isolates formed a clade within Lineage 1 that consisted of isolates from North America and southeast Asia. Neisseria subflava and Neisseria sicca were identified as likely progenitors of two independent recombination events that may have led to the generation of mosaic penA-60 and penA-237, within a possible non-mosaic penA-5 background. Discussions Our study suggests that there are multiple evolutionary pathways that could generate concerning mosaic penA alleles via homologous recombination of historically susceptible Ng lineages with Neisseria commensals. Enhanced surveillance of gonococcal strains and Neisseria commensals is crucial for understanding of the evolution of AMR, particularly in less-studied regions (e.g., Asia), where high-level ceftriaxone MICs and multi-drug resistance are more prevalent.
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Affiliation(s)
- Jesse C. Thomas IV
- Division of STD Prevention, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - John C. Cartee
- Division of STD Prevention, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Katherine Hebrank
- Oak Ridge Institute for Science and Education Research Participation and Fellowship Program, Oak Ridge, TN, United States
| | - Sancta B. St. Cyr
- Division of STD Prevention, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Karen Schlanger
- Division of HIV Prevention, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Brian H. Raphael
- Division of STD Prevention, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Ellen N. Kersh
- Division of STD Prevention, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Sandeep J. Joseph
- Division of STD Prevention, Centers for Disease Control and Prevention, Atlanta, GA, United States
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5
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Reimche JL, Clemons AA, Chivukula VL, Joseph SJ, Schmerer MW, Pham CD, Schlanger K, St Cyr SB, Kersh EN, Gernert KM. Genomic analysis of 1710 surveillance-based Neisseria gonorrhoeae isolates from the USA in 2019 identifies predominant strain types and chromosomal antimicrobial-resistance determinants. Microb Genom 2023; 9. [PMID: 37171855 DOI: 10.1099/mgen.0.001006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/13/2023] Open
Abstract
This study characterized high-quality whole-genome sequences of a sentinel, surveillance-based collection of 1710 Neisseria gonorrhoeae (GC) isolates from 2019 collected in the USA as part of the Gonococcal Isolate Surveillance Project (GISP). It aims to provide a detailed report of strain diversity, phylogenetic relationships and resistance determinant profiles associated with reduced susceptibilities to antibiotics of concern. The 1710 isolates represented 164 multilocus sequence types and 21 predominant phylogenetic clades. Common genomic determinants defined most strains' phenotypic, reduced susceptibility to current and historic antibiotics (e.g. bla TEM plasmid for penicillin, tetM plasmid for tetracycline, gyrA for ciprofloxacin, 23S rRNA and/or mosaic mtr operon for azithromycin, and mosaic penA for cefixime and ceftriaxone). The most predominant phylogenetic clade accounted for 21 % of the isolates, included a majority of the isolates with low-level elevated MICs to azithromycin (2.0 µg ml-1), carried a mosaic mtr operon and variants in PorB, and showed expansion with respect to data previously reported from 2018. The second largest clade predominantly carried the GyrA S91F variant, was largely ciprofloxacin resistant (MIC ≥1.0 µg ml-1), and showed significant expansion with respect to 2018. Overall, a low proportion of isolates had medium- to high-level elevated MIC to azithromycin ((≥4.0 µg ml-1), based on C2611T or A2059G 23S rRNA variants). One isolate carried the penA 60.001 allele resulting in elevated MICs to cefixime and ceftriaxone of 1.0 µg ml-1. This high-resolution snapshot of genetic profiles of 1710 GC sequences, through a comparison with 2018 data (1479 GC sequences) within the sentinel system, highlights change in proportions and expansion of select GC strains and the associated genetic mechanisms of resistance. The knowledge gained through molecular surveillance may support rapid identification of outbreaks of concern. Continued monitoring may inform public health responses to limit the development and spread of antibiotic-resistant gonorrhoea.
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Affiliation(s)
- Jennifer L Reimche
- Division of STD Prevention, National Center for HIV, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA
- Oak Ridge Institute for Science and Education Research Participation and Fellowship Program, Oak Ridge, TN, USA
| | - Arvon A Clemons
- Division of STD Prevention, National Center for HIV, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA
- Oak Ridge Institute for Science and Education Research Participation and Fellowship Program, Oak Ridge, TN, USA
| | - Vasanta L Chivukula
- Oak Ridge Institute for Science and Education Research Participation and Fellowship Program, Oak Ridge, TN, USA
- Division of Preparedness and Emerging Infections, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Sandeep J Joseph
- Division of STD Prevention, National Center for HIV, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Matthew W Schmerer
- Division of STD Prevention, National Center for HIV, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Cau D Pham
- Antimicrobial Resistance Coordination and Strategy Unit, Division of Healthcare Quality Promotion, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Karen Schlanger
- Division of HIV Prevention, National Center for HIV, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Sancta B St Cyr
- Division of STD Prevention, National Center for HIV, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Ellen N Kersh
- Division of STD Prevention, National Center for HIV, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Kim M Gernert
- Division of STD Prevention, National Center for HIV, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA
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6
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Didelot X. Phylogenetic Analysis of Bacterial Pathogen Genomes. Methods Mol Biol 2023; 2674:87-99. [PMID: 37258962 DOI: 10.1007/978-1-0716-3243-7_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
The development of high-throughput sequencing technology has led to a significant reduction in the time and cost of sequencing whole genomes of bacterial pathogens. Studies can sequence and compare hundreds or even thousands of genomes within a given bacterial population. A phylogenetic tree is the most frequently used method of depicting the relationships between these bacterial pathogen genomes. However, the presence of homologous recombination in most bacterial pathogen species can invalidate the application of standard phylogenetic tools. Here we describe a method to produce phylogenetic analyses that accounts for the disruptive effect of recombination. This allows users to investigate the recombination events that have occurred, as well as to produce more meaningful phylogenetic analyses which recover the clonal genealogy representing the clonal relationships between genomes.
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Affiliation(s)
- Xavier Didelot
- School of Life Sciences and Department of Statistics, University of Warwick, Coventry, UK.
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7
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Kwun MJ, Ion AV, Cheng HC, D’Aeth JC, Dougan S, Oggioni MR, Goulding DA, Bentley SD, Croucher NJ. Post-vaccine epidemiology of serotype 3 pneumococci identifies transformation inhibition through prophage-driven alteration of a non-coding RNA. Genome Med 2022; 14:144. [PMID: 36539881 PMCID: PMC9764711 DOI: 10.1186/s13073-022-01147-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 11/29/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND The respiratory pathogen Streptococcus pneumoniae (the pneumococcus) is a genetically diverse bacterium associated with over 101 immunologically distinct polysaccharide capsules (serotypes). Polysaccharide conjugate vaccines (PCVs) have successfully eliminated multiple targeted serotypes, yet the mucoid serotype 3 has persisted despite its inclusion in PCV13. This capsule type is predominantly associated with a single globally disseminated strain, GPSC12 (clonal complex 180). METHODS A genomic epidemiology study combined previous surveillance datasets of serotype 3 pneumococci to analyse the population structure, dynamics, and differences in rates of diversification within GPSC12 during the period of PCV introductions. Transcriptomic analyses, whole genome sequencing, mutagenesis, and electron microscopy were used to characterise the phenotypic impact of loci hypothesised to affect this strain's evolution. RESULTS GPSC12 was split into clades by a genomic analysis. Clade I, the most common, rarely underwent transformation, but was typically infected with the prophage ϕOXC141. Prior to the introduction of PCV13, this clade's composition shifted towards a ϕOXC141-negative subpopulation in a systematically sampled UK collection. In the post-PCV13 era, more rapidly recombining non-Clade I isolates, also ϕOXC141-negative, have risen in prevalence. The low in vitro transformation efficiency of a Clade I isolate could not be fully explained by the ~100-fold reduction attributable to the serotype 3 capsule. Accordingly, prophage ϕOXC141 was found to modify csRNA3, a non-coding RNA that inhibits the induction of transformation. This alteration was identified in ~30% of all pneumococci and was particularly common in the unusually clonal serotype 1 GPSC2 strain. RNA-seq and quantitative reverse transcriptase PCR experiments using a genetically tractable pneumococcus demonstrated the altered csRNA3 was more effective at inhibiting production of the competence-stimulating peptide pheromone. This resulted in a reduction in the induction of competence for transformation. CONCLUSION This interference with the quorum sensing needed to induce competence reduces the risk of the prophage being deleted by homologous recombination. Hence the selfish prophage-driven alteration of a regulatory RNA limits cell-cell communication and horizontal gene transfer, complicating the interpretation of post-vaccine population dynamics.
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Affiliation(s)
- Min Jung Kwun
- grid.7445.20000 0001 2113 8111MRC Centre for Global Infectious Disease Analysis, Department of Infectious Disease Epidemiology, School of Public Health, White City Campus, Imperial College London, London, W12 0BZ UK
| | - Alexandru V. Ion
- grid.7445.20000 0001 2113 8111MRC Centre for Global Infectious Disease Analysis, Department of Infectious Disease Epidemiology, School of Public Health, White City Campus, Imperial College London, London, W12 0BZ UK
| | - Hsueh-Chien Cheng
- grid.10306.340000 0004 0606 5382Parasites & Microbes, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA UK
| | - Joshua C. D’Aeth
- grid.7445.20000 0001 2113 8111MRC Centre for Global Infectious Disease Analysis, Department of Infectious Disease Epidemiology, School of Public Health, White City Campus, Imperial College London, London, W12 0BZ UK
| | - Sam Dougan
- grid.10306.340000 0004 0606 5382Parasites & Microbes, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA UK
| | - Marco R. Oggioni
- grid.9918.90000 0004 1936 8411Department of Genetics, University of Leicester, University Road, Leicester, LE1 7RH UK ,grid.6292.f0000 0004 1757 1758Dipartimento di Farmacia e Biotecnologie, Università di Bologna, Via Irnerio 42, 40126 Bologna, Italy
| | - David A. Goulding
- grid.10306.340000 0004 0606 5382Parasites & Microbes, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA UK
| | - Stephen D. Bentley
- grid.10306.340000 0004 0606 5382Parasites & Microbes, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA UK
| | - Nicholas J. Croucher
- grid.7445.20000 0001 2113 8111MRC Centre for Global Infectious Disease Analysis, Department of Infectious Disease Epidemiology, School of Public Health, White City Campus, Imperial College London, London, W12 0BZ UK
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8
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Chaguza C, Smith JT, Bruce SA, Gibson R, Martin IW, Andam CP. Prophage-encoded immune evasion factors are critical for Staphylococcus aureus host infection, switching, and adaptation. CELL GENOMICS 2022; 2:100194. [PMID: 36465278 PMCID: PMC9718559 DOI: 10.1016/j.xgen.2022.100194] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 06/13/2022] [Accepted: 09/14/2022] [Indexed: 11/06/2022]
Abstract
Staphylococcus aureus is a multi-host pathogen that causes infections in animals and humans globally. The specific genetic loci-and the extent to which they drive cross-species switching, transmissibility, and adaptation-are not well understood. Here, we conducted a population genomic study of 437 S. aureus isolates to identify bacterial genetic variation that determines infection of human and animal hosts through a genome-wide association study (GWAS) using linear mixed models. We found genetic variants tagging φSa3 prophage-encoded immune evasion genes associated with human hosts, which contributed ~99.9% of the overall heritability (~88%), highlighting their key role in S. aureus human infection. Furthermore, GWAS of pairs of phylogenetically matched human and animal isolates confirmed and uncovered additional loci not implicated in GWAS of unmatched isolates. Our findings reveal the loci that are critical for S. aureus host transmissibility, infection, switching, and adaptation and how their spread alters the specificity of host-adapted clones.
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Affiliation(s)
- Chrispin Chaguza
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, Yale University, New Haven, CT, USA
| | | | - Spencer A. Bruce
- Department of Biological Sciences, University at Albany, State University of New York, New York, USA
| | - Robert Gibson
- New Hampshire Veterinary Diagnostic Laboratory, Durham, NH, USA
| | - Isabella W. Martin
- Dartmouth-Hitchcock Medical Center and Dartmouth College Geisel School of Medicine, Lebanon, NH, USA
| | - Cheryl P. Andam
- Department of Biological Sciences, University at Albany, State University of New York, New York, USA
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