1
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Laing RA, Foster MJ, Hassani MA, Kotzen B, Huang W, Shea T, Schaffner SF, Cerar T, Freimark L, Ruzic-Sabljic E, Liveris D, Reed KD, Branda JA, Steere AC, Wormser GP, Strle F, Sabeti PC, Earl A, Schwartz I, Strle K, Lemieux JE. Complex exchanges among plasmids and clonal expansion of lineages shape the population structure and virulence of Borrelia burgdorferi. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.29.635312. [PMID: 39974970 PMCID: PMC11838331 DOI: 10.1101/2025.01.29.635312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
Background In the United States, Borrelia burgdorferi (Bb) is the principal etiologic agent of Lyme disease. The complex structure of Bb genomes has posed challenges for genomic studies because homology among the bacterium's many plasmids, which account for ~40% of the genome by length, has made them difficult to sequence and assemble. Results We used long-read sequencing to generate near-complete assemblies of 62 isolates of human-derived Bb and collected public genomes with plasmid sequences. We characterized genetic diversity and population structure in the resulting set of 82 plasmid-complete Borrelia burgdorferi sensu stricto genomes. The Bb core genome is encoded by a chromosome and the conserved plasmids cp26, lp54, and lp17; the accessory genome is encoded by all other plasmids and the distal arm of the chromosome. Near-complete genomes reveal that the most granular Bb genotypes are clonal expansions of complex rearrangements among accessory genome elements. Ribosomal spacer types (RST) represent multiple collections of such genotypes, whereas OspC types are usually clonal. Structural rearrangements are non-randomly distributed throughout the genome, with cp32 plasmids undergoing dense exchanges and most linear plasmids, except lp54, sharing blocks among themselves and with the distal arm of the chromosome. OspC type A strains, known to possess greater virulence in humans, are distinguished by the presence of lp28-1 and lp56. Rearrangements among plasmids tended to preserve gene content, suggesting functional constraints among gene networks. Using k-partite graph decompositions, we identified gene sets with correlation patterns suggestive of conserved functional modules. Conclusions Long-read assemblies reveal that Bb population genetic structure results from clonal expansion of lineages that have undergone complex rearrangements among plasmid-encoded accessory genome elements. Genetic structure is preserved among genes even when plasmid rearrangements occur, suggesting that selection among epistatic loci maintains functional genetic networks. The analysis of near-complete genomes assembled using long-read sequencing methods advances our understanding of Bb biology and Lyme disease pathogenesis by providing the first detailed view of population variation in previously inaccessible areas of the Bb genome.
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Affiliation(s)
- Rachel A. Laing
- Massachusetts General Hospital, Harvard Medical School
- Broad Institute of MIT and Harvard
| | - Michael J. Foster
- Massachusetts General Hospital, Harvard Medical School
- Broad Institute of MIT and Harvard
| | - M. Amine Hassani
- Massachusetts General Hospital, Harvard Medical School
- Broad Institute of MIT and Harvard
| | - Benjamin Kotzen
- Massachusetts General Hospital, Harvard Medical School
- Broad Institute of MIT and Harvard
| | - Weihua Huang
- New York Medical College
- East Carolina University
| | | | | | | | | | | | | | | | | | | | | | | | - Pardis C. Sabeti
- Broad Institute of MIT and Harvard
- Harvard University
- Harvard T.H.Chan School of Public Health
| | | | | | | | - Jacob E. Lemieux
- Massachusetts General Hospital, Harvard Medical School
- Broad Institute of MIT and Harvard
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2
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Hofmann H, Margos G, Todorova A, Ringshausen I, Kuleshov K, Fingerle V. Case report of disseminated borrelial lymphocytoma with isolation of Borrelia burgdorferi sensu stricto in chronic lymphatic leukemia stage Binet A-an 11 year follow up. Front Med (Lausanne) 2024; 11:1465630. [PMID: 39493706 PMCID: PMC11527655 DOI: 10.3389/fmed.2024.1465630] [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: 07/16/2024] [Accepted: 09/25/2024] [Indexed: 11/05/2024] Open
Abstract
We report a rare manifestation of cutaneous borreliosis in a patient with pre-existing malignant lymphoproliferative disease, in particular chronic lymphocytic B cell leukemia (B-CLL). The patient's cutaneous lesions were initially diagnosed histologically as leukemia cutis. Distribution pattern of the skin lesions were in typical localizations for borrelial lymphocytoma. Borrelia burgdorferi sensu stricto was isolated and cultured from two sites (ear, mammilla). Antibiotic therapy improved the cutaneous lesions and the general condition of the patient. However, a second round of antibiotic therapy was required to resolve the lesions. At eleven years of follow-up the patient's skin was clear and she still had a stable condition of B-CLL without chemotherapy. In conclusion, the patient suffered from Lyme borreliosis (Borrelia lymphocytoma) and the cutaneous symptoms were aggravated by the underlying condition of chronic B-CLL condition.
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Affiliation(s)
- Heidelore Hofmann
- Department of Dermatology and Allergy, University Hospital Rechts der Isar, Technische Universität München, Munich, Germany
| | - Gabriele Margos
- National Reference Center for Borrelia, Bavarian Health and Food Safety Authority, Oberschleissheim, Germany
| | - Antonia Todorova
- Department of Dermatology and Allergy, University Hospital Rechts der Isar, Technische Universität München, Munich, Germany
- Department of Public Health, City of Munich, Munich, Germany
| | - Ingo Ringshausen
- III Medical Department for Hematology and Hematooncology, University Hospital Rechts der Isar, Technische Universität München, Munich, Germany
- University College London Cancer Institute, London, United Kingdom
| | | | - Volker Fingerle
- National Reference Center for Borrelia, Bavarian Health and Food Safety Authority, Oberschleissheim, Germany
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3
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Akther S, Mongodin EF, Morgan RD, Di L, Yang X, Golovchenko M, Rudenko N, Margos G, Hepner S, Fingerle V, Kawabata H, Norte AC, de Carvalho IL, Núncio MS, Marques A, Schutzer SE, Fraser CM, Luft BJ, Casjens SR, Qiu W. Natural selection and recombination at host-interacting lipoprotein loci drive genome diversification of Lyme disease and related bacteria. mBio 2024; 15:e0174924. [PMID: 39145656 PMCID: PMC11389397 DOI: 10.1128/mbio.01749-24] [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: 06/11/2024] [Accepted: 06/28/2024] [Indexed: 08/16/2024] Open
Abstract
Lyme disease, caused by spirochetes in the Borrelia burgdorferi sensu lato clade within the Borrelia genus, is transmitted by Ixodes ticks and is currently the most prevalent and rapidly expanding tick-borne disease in Europe and North America. We report complete genome sequences of 47 isolates that encompass all established species in this clade while highlighting the diversity of the widespread human pathogenic species B. burgdorferi. A similar set of plasmids has been maintained throughout Borrelia divergence, indicating that they are a key adaptive feature of this genus. Phylogenetic reconstruction of all sequenced Borrelia genomes revealed the original divergence of Eurasian and North American lineages and subsequent dispersals that introduced B. garinii, B. bavariensis, B. lusitaniae, B. valaisiana, and B. afzelii from East Asia to Europe and B. burgdorferi and B. finlandensis from North America to Europe. Molecular phylogenies of the universally present core replicons (chromosome and cp26 and lp54 plasmids) are highly consistent, revealing a strong clonal structure. Nonetheless, numerous inconsistencies between the genome and gene phylogenies indicate species dispersal, genetic exchanges, and rapid sequence evolution at plasmid-borne loci, including key host-interacting lipoprotein genes. While localized recombination occurs uniformly on the main chromosome at a rate comparable to mutation, lipoprotein-encoding loci are recombination hotspots on the plasmids, suggesting adaptive maintenance of recombinant alleles at loci directly interacting with the host. We conclude that within- and between-species recombination facilitates adaptive sequence evolution of host-interacting lipoprotein loci and contributes to human virulence despite a genome-wide clonal structure of its natural populations. IMPORTANCE Lyme disease (also called Lyme borreliosis in Europe), a condition caused by spirochete bacteria of the genus Borrelia, transmitted by hard-bodied Ixodes ticks, is currently the most prevalent and rapidly expanding tick-borne disease in the United States and Europe. Borrelia interspecies and intraspecies genome comparisons of Lyme disease-related bacteria are essential to reconstruct their evolutionary origins, track epidemiological spread, identify molecular mechanisms of human pathogenicity, and design molecular and ecological approaches to disease prevention, diagnosis, and treatment. These Lyme disease-associated bacteria harbor complex genomes that encode many genes that do not have homologs in other organisms and are distributed across multiple linear and circular plasmids. The functional significance of most of the plasmid-borne genes and the multipartite genome organization itself remains unknown. Here we sequenced, assembled, and analyzed whole genomes of 47 Borrelia isolates from around the world, including multiple isolates of the human pathogenic species. Our analysis elucidates the evolutionary origins, historical migration, and sources of genomic variability of these clinically important pathogens. We have developed web-based software tools (BorreliaBase.org) to facilitate dissemination and continued comparative analysis of Borrelia genomes to identify determinants of human pathogenicity.
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Affiliation(s)
- Saymon Akther
- Graduate Center and Hunter College, City University of New York, New York, New York, USA
| | | | | | - Lia Di
- Graduate Center and Hunter College, City University of New York, New York, New York, USA
| | - Xiaohua Yang
- Department of Medicine, Renaissance School of Medicine, Stony Brook University (SUNY), Stony Brook, New York, USA
| | - Maryna Golovchenko
- Biology Centre Czech Academy of Sciences, Institute of Parasitology, České Budějovice, Czech Republic
| | - Natalie Rudenko
- Biology Centre Czech Academy of Sciences, Institute of Parasitology, České Budějovice, Czech Republic
| | - Gabriele Margos
- Bavarian Health and Food Safety Authority and German National Reference Centre for Borrelia, Oberschleissheim, Bavaria, Germany
| | - Sabrina Hepner
- Bavarian Health and Food Safety Authority and German National Reference Centre for Borrelia, Oberschleissheim, Bavaria, Germany
| | - Volker Fingerle
- Bavarian Health and Food Safety Authority and German National Reference Centre for Borrelia, Oberschleissheim, Bavaria, Germany
| | | | - Ana Cláudia Norte
- Department of Life Sciences, University of Coimbra, MARE-Marine and Environmental Sciences Centre, Coimbra, Portugal
| | | | - Maria Sofia Núncio
- Centre for Vector and Infectious Diseases Research, Águas de Moura, Portugal
| | - Adriana Marques
- National Institute of Allergy and Infectious Diseases, Bethesda, Maryland, USA
| | | | - Claire M Fraser
- University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Benjamin J Luft
- Department of Medicine, Renaissance School of Medicine, Stony Brook University (SUNY), Stony Brook, New York, USA
| | - Sherwood R Casjens
- University of Utah School of Medicine and School of Biological Sciences, Salt Lake City, Utah, USA
| | - Weigang Qiu
- Graduate Center and Hunter College, City University of New York, New York, New York, USA
- Weill Cornell Medical College, New York, New York, USA
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4
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Castillo-Ramírez S. On the road to genomically defining bacterial intra-species units. mSystems 2024; 9:e0058424. [PMID: 38940600 PMCID: PMC11265337 DOI: 10.1128/msystems.00584-24] [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] [Indexed: 06/29/2024] Open
Abstract
Over almost three decades, average nucleotide identity (ANI) analysis has been instrumental in operationally defining species in bacteria. However, barely any attention has been paid to soundly defining intra-species units employing ANI analyses until recently. Notably, some very recent publications are good steps forward in that direction. The level of granularity provided by these intra-species units will be relevant to understanding the eco-evolutionary dynamics and transmission of bacterial lineages and mobile genetic elements, antibiotic resistance, and virulence genes. These intra-species units will undoubtedly advance the genomic epidemiology of many bacterial pathogens. In the coming years, we anticipate that many studies will implement ANI-based definitions of different intra-species units, such as strains or sequence types, for many different bacterial species.
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Affiliation(s)
- Santiago Castillo-Ramírez
- Programa de Genómica Evolutiva, Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, Cuernavaca, México
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5
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Lemieux JE, Huang W, Hill N, Cerar T, Freimark L, Hernandez S, Luban M, Maraspin V, Bogovič P, Ogrinc K, Ruzič-Sabljič E, Lapierre P, Lasek-Nesselquist E, Singh N, Iyer R, Liveris D, Reed KD, Leong JM, Branda JA, Steere AC, Wormser GP, Strle F, Sabeti PC, Schwartz I, Strle K. Whole genome sequencing of human Borrelia burgdorferi isolates reveals linked blocks of accessory genome elements located on plasmids and associated with human dissemination. PLoS Pathog 2023; 19:e1011243. [PMID: 37651316 PMCID: PMC10470944 DOI: 10.1371/journal.ppat.1011243] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 06/13/2023] [Indexed: 09/02/2023] Open
Abstract
Lyme disease is the most common vector-borne disease in North America and Europe. The clinical manifestations of Lyme disease vary based on the genospecies of the infecting Borrelia burgdorferi spirochete, but the microbial genetic elements underlying these associations are not known. Here, we report the whole genome sequence (WGS) and analysis of 299 B. burgdorferi (Bb) isolates derived from patients in the Eastern and Midwestern US and Central Europe. We develop a WGS-based classification of Bb isolates, confirm and extend the findings of previous single- and multi-locus typing systems, define the plasmid profiles of human-infectious Bb isolates, annotate the core and strain-variable surface lipoproteome, and identify loci associated with disseminated infection. A core genome consisting of ~900 open reading frames and a core set of plasmids consisting of lp17, lp25, lp36, lp28-3, lp28-4, lp54, and cp26 are found in nearly all isolates. Strain-variable (accessory) plasmids and genes correlate strongly with phylogeny. Using genetic association study methods, we identify an accessory genome signature associated with dissemination in humans and define the individual plasmids and genes that make up this signature. Strains within the RST1/WGS A subgroup, particularly a subset marked by the OspC type A genotype, have increased rates of dissemination in humans. OspC type A strains possess a unique set of strongly linked genetic elements including the presence of lp56 and lp28-1 plasmids and a cluster of genes that may contribute to their enhanced virulence compared to other genotypes. These features of OspC type A strains reflect a broader paradigm across Bb isolates, in which near-clonal genotypes are defined by strain-specific clusters of linked genetic elements, particularly those encoding surface-exposed lipoproteins. These clusters of genes are maintained by strain-specific patterns of plasmid occupancy and are associated with the probability of invasive infection.
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Affiliation(s)
- Jacob E. Lemieux
- Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Weihua Huang
- New York Medical College, Valhalla, New York, United States of America
- East Carolina University, Greenville, North Carolina, United States of America
| | - Nathan Hill
- Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Tjasa Cerar
- University of Ljubljana, Ljubljana, Slovenia
| | - Lisa Freimark
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Sergio Hernandez
- Wadsworth Center, New York State Department of Health, Albany, New York, United States of America
| | - Matteo Luban
- Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Vera Maraspin
- University Medical Center Ljubljana, Ljubljana, Slovenia
| | - Petra Bogovič
- University Medical Center Ljubljana, Ljubljana, Slovenia
| | | | | | - Pascal Lapierre
- Wadsworth Center, New York State Department of Health, Albany, New York, United States of America
| | - Erica Lasek-Nesselquist
- Wadsworth Center, New York State Department of Health, Albany, New York, United States of America
| | - Navjot Singh
- Wadsworth Center, New York State Department of Health, Albany, New York, United States of America
| | - Radha Iyer
- New York Medical College, Valhalla, New York, United States of America
| | - Dionysios Liveris
- New York Medical College, Valhalla, New York, United States of America
| | - Kurt D. Reed
- University of Wisconsin, Madison, Wisconsin, United States of America
| | - John M. Leong
- Tufts University School of Medicine, Boston, Massachusetts, United States of America
| | - John A. Branda
- Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Allen C. Steere
- Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Gary P. Wormser
- New York Medical College, Valhalla, New York, United States of America
| | - Franc Strle
- University Medical Center Ljubljana, Ljubljana, Slovenia
| | - Pardis C. Sabeti
- Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
- Harvard University, Cambridge, Massachusetts, United States of America
- Harvard T.H.Chan School of Public Health, Boston, Massachusetts, United States of America
| | - Ira Schwartz
- New York Medical College, Valhalla, New York, United States of America
| | - Klemen Strle
- Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
- Wadsworth Center, New York State Department of Health, Albany, New York, United States of America
- Tufts University School of Medicine, Boston, Massachusetts, United States of America
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6
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Lemieux JE, Huang W, Hill N, Cerar T, Freimark L, Hernandez S, Luban M, Maraspin V, Bogovic P, Ogrinc K, Ruzic-Sabljic E, Lapierre P, Lasek-Nesselquist E, Singh N, Iyer R, Liveris D, Reed KD, Leong JM, Branda JA, Steere AC, Wormser GP, Strle F, Sabeti PC, Schwartz I, Strle K. Whole genome sequencing of Borrelia burgdorferi isolates reveals linked clusters of plasmid-borne accessory genome elements associated with virulence. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.02.26.530159. [PMID: 36909473 PMCID: PMC10002713 DOI: 10.1101/2023.02.26.530159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/03/2023]
Abstract
Lyme disease is the most common vector-borne disease in North America and Europe. The clinical manifestations of Lyme disease vary based on the genospecies of the infecting Borrelia burgdorferi spirochete, but the microbial genetic elements underlying these associations are not known. Here, we report the whole genome sequence (WGS) and analysis of 299 patient-derived B. burgdorferi sensu stricto ( Bbss ) isolates from patients in the Eastern and Midwestern US and Central Europe. We develop a WGS-based classification of Bbss isolates, confirm and extend the findings of previous single- and multi-locus typing systems, define the plasmid profiles of human-infectious Bbss isolates, annotate the core and strain-variable surface lipoproteome, and identify loci associated with disseminated infection. A core genome consisting of ∼800 open reading frames and a core set of plasmids consisting of lp17, lp25, lp36, lp28-3, lp28-4, lp54, and cp26 are found in nearly all isolates. Strain-variable (accessory) plasmids and genes correlate strongly with phylogeny. Using genetic association study methods, we identify an accessory genome signature associated with dissemination and define the individual plasmids and genes that make up this signature. Strains within the RST1/WGS A subgroup, particularly a subset marked by the OspC type A genotype, are associated with increased rates of dissemination. OspC type A strains possess a unique constellation of strongly linked genetic changes including the presence of lp56 and lp28-1 plasmids and a cluster of genes that may contribute to their enhanced virulence compared to other genotypes. The patterns of OspC type A strains typify a broader paradigm across Bbss isolates, in which genetic structure is defined by correlated groups of strain-variable genes located predominantly on plasmids, particularly for expression of surface-exposed lipoproteins. These clusters of genes are inherited in blocks through strain-specific patterns of plasmid occupancy and are associated with the probability of invasive infection.
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Affiliation(s)
- Jacob E Lemieux
- Massachusetts General Hospital, Harvard Medical School
- Broad Institute of MIT and Harvard
| | - Weihua Huang
- New York Medical College
- East Carolina University
| | - Nathan Hill
- Massachusetts General Hospital, Harvard Medical School
- Broad Institute of MIT and Harvard
| | | | | | | | - Matteo Luban
- Massachusetts General Hospital, Harvard Medical School
- Broad Institute of MIT and Harvard
| | | | | | | | | | | | | | | | | | | | | | - John M Leong
- Tufts University, Department of Molecular Biology and Microbiology
| | - John A Branda
- Massachusetts General Hospital, Harvard Medical School
| | | | | | | | - Pardis C Sabeti
- Massachusetts General Hospital, Harvard Medical School
- Broad Institute of MIT and Harvard
- Harvard University
- Harvard T.H.Chan School of Public Health
| | | | - Klemen Strle
- Massachusetts General Hospital, Harvard Medical School
- Wadsworth Center
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7
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Combs M, Marcinkiewicz AL, Dupuis AP, Davis AD, Lederman P, Nowak TA, Stout JL, Strle K, Fingerle V, Margos G, Ciota AT, Diuk-Wasser MA, Kolokotronis SO, Lin YP. Phylogenomic Diversity Elucidates Mechanistic Insights into Lyme Borreliae-Host Association. mSystems 2022; 7:e0048822. [PMID: 35938719 PMCID: PMC9426539 DOI: 10.1128/msystems.00488-22] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Accepted: 07/19/2022] [Indexed: 12/24/2022] Open
Abstract
Host association-the selective adaptation of pathogens to specific host species-evolves through constant interactions between host and pathogens, leaving a lot yet to be discovered on immunological mechanisms and genomic determinants. The causative agents of Lyme disease (LD) are spirochete bacteria composed of multiple species of the Borrelia burgdorferi sensu lato complex, including B. burgdorferi (Bb), the main LD pathogen in North America-a useful model for the study of mechanisms underlying host-pathogen association. Host adaptation requires pathogens' ability to evade host immune responses, such as complement, the first-line innate immune defense mechanism. We tested the hypothesis that different host-adapted phenotypes among Bb strains are linked to polymorphic loci that confer complement evasion traits in a host-specific manner. We first examined the survivability of 20 Bb strains in sera in vitro and/or bloodstream and tissues in vivo from rodent and avian LD models. Three groups of complement-dependent host-association phenotypes emerged. We analyzed complement-evasion genes, identified a priori among all strains and sequenced and compared genomes for individual strains representing each phenotype. The evolutionary history of ospC loci is correlated with host-specific complement-evasion phenotypes, while comparative genomics suggests that several gene families and loci are potentially involved in host association. This multidisciplinary work provides novel insights into the functional evolution of host-adapted phenotypes, building a foundation for further investigation of the immunological and genomic determinants of host association. IMPORTANCE Host association is the phenotype that is commonly found in many pathogens that preferential survive in particular hosts. The Lyme disease (LD)-causing agent, B. burgdorferi (Bb), is an ideal model to study host association, as Bb is mainly maintained in nature through rodent and avian hosts. A widespread yet untested concept posits that host association in Bb strains is linked to Bb functional genetic variation conferring evasion to complement, an innate defense mechanism in vertebrate sera. Here, we tested this concept by grouping 20 Bb strains into three complement-dependent host-association phenotypes based on their survivability in sera and/or bloodstream and distal tissues in rodent and avian LD models. Phylogenomic analysis of these strains further correlated several gene families and loci, including ospC, with host-specific complement-evasion phenotypes. Such multifaceted studies thus pave the road to further identify the determinants of host association, providing mechanistic insights into host-pathogen interaction.
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Affiliation(s)
- Matthew Combs
- Department of Ecology, Evolution, and Environmental Biology, Columbia University, New York, New York, USA
- Department of Epidemiology and Biostatistics, School of Public Health, SUNY Downstate Health Sciences University, Brooklyn, New York, USA
- Institute for Genomics in Health, SUNY Downstate Health Sciences University, Brooklyn, New York, USA
| | - Ashley L. Marcinkiewicz
- Division of Infectious Diseases, Wadsworth Center, New York State Department of Health, Albany, New York, USA
| | - Alan P. Dupuis
- Division of Infectious Diseases, Wadsworth Center, New York State Department of Health, Albany, New York, USA
| | - April D. Davis
- Division of Infectious Diseases, Wadsworth Center, New York State Department of Health, Albany, New York, USA
| | - Patricia Lederman
- Division of Infectious Diseases, Wadsworth Center, New York State Department of Health, Albany, New York, USA
| | - Tristan A. Nowak
- Division of Infectious Diseases, Wadsworth Center, New York State Department of Health, Albany, New York, USA
- Department of Biomedical Sciences, SUNY Albany, Albany, New York, USA
| | - Jessica L. Stout
- Division of Infectious Diseases, Wadsworth Center, New York State Department of Health, Albany, New York, USA
| | - Klemen Strle
- Division of Infectious Diseases, Wadsworth Center, New York State Department of Health, Albany, New York, USA
- Department of Biomedical Sciences, SUNY Albany, Albany, New York, USA
| | - Volker Fingerle
- German National Reference Centre for Borrelia, Bavarian Health and Food Safety Authority, Oberschleissheim, Germany
| | - Gabriele Margos
- German National Reference Centre for Borrelia, Bavarian Health and Food Safety Authority, Oberschleissheim, Germany
| | - Alexander T. Ciota
- Division of Infectious Diseases, Wadsworth Center, New York State Department of Health, Albany, New York, USA
- Department of Biomedical Sciences, SUNY Albany, Albany, New York, USA
| | - Maria A. Diuk-Wasser
- Department of Ecology, Evolution, and Environmental Biology, Columbia University, New York, New York, USA
| | - Sergios-Orestis Kolokotronis
- Department of Epidemiology and Biostatistics, School of Public Health, SUNY Downstate Health Sciences University, Brooklyn, New York, USA
- Institute for Genomics in Health, SUNY Downstate Health Sciences University, Brooklyn, New York, USA
- Division of Infectious Diseases, Department of Medicine, College of Medicine, SUNY Downstate Health Sciences University, Brooklyn, New York, USA
- Department of Cell Biology, College of Medicine, SUNY Downstate Health Sciences University, Brooklyn, New York, USA
| | - Yi-Pin Lin
- Division of Infectious Diseases, Wadsworth Center, New York State Department of Health, Albany, New York, USA
- Department of Biomedical Sciences, SUNY Albany, Albany, New York, USA
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8
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Abstract
Acinetobacter baumannii has become one of the most important multidrug-resistant nosocomial pathogens all over the world. Nonetheless, very little is known about the diversity of A. baumannii lineages coexisting in hospital settings. Here, using whole-genome sequencing, epidemiological data, and antimicrobial susceptibility tests, we uncover the transmission dynamics of extensive and multidrug-resistant A. baumannii in a tertiary hospital over a decade. Our core genome phylogeny of almost 300 genomes suggests that there were several introductions of lineages from international clone 2 into the hospital. The molecular dating analysis shows that these introductions happened in 2006, 2007, and 2013. Furthermore, using the accessory genome, we show that these lineages were extensively disseminated across many wards in the hospital. Our results demonstrate that accessory genome variation can be a very powerful tool for conducting genomic epidemiology. We anticipate future studies employing the accessory genome along with the core genome as a powerful phylogenomic strategy to track bacterial transmissions over very short microevolutionary scales. IMPORTANCE Whole-genome sequencing for epidemiological investigations (genomic epidemiology) has been of paramount importance to understand the transmission dynamics of many bacterial (and nonbacterial) pathogens. Commonly, variation in the core genome, single nucleotide polymorphisms (SNPs), is employed to carry out genomic epidemiology. However, at very short periods of time, the core genome might not have accumulated enough variation (sufficient SNPs) to tell apart isolates. In this scenario, gene content variation in the accessory genome can be an option to conduct genomic epidemiology. Here, we used the accessory genome, as well as the core genome, to uncover the transmission dynamics of extensive and multidrug-resistant A. baumannii in a tertiary hospital for a decade. Our study shows that accessory genome variation can be a very powerful tool for conducting genomic epidemiology.
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9
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Norte AC, Boyer PH, Castillo-Ramirez S, Chvostáč M, Brahami MO, Rollins RE, Woudenberg T, Didyk YM, Derdakova M, Núncio MS, de Carvalho IL, Margos G, Fingerle V. The Population Structure of Borrelia lusitaniae Is Reflected by a Population Division of Its Ixodes Vector. Microorganisms 2021; 9:microorganisms9050933. [PMID: 33925391 PMCID: PMC8145215 DOI: 10.3390/microorganisms9050933] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 04/19/2021] [Accepted: 04/21/2021] [Indexed: 01/29/2023] Open
Abstract
Populations of vector-borne pathogens are shaped by the distribution and movement of vector and reservoir hosts. To study what impact host and vector association have on tick-borne pathogens, we investigated the population structure of Borrelia lusitaniae using multilocus sequence typing (MLST). Novel sequences were acquired from questing ticks collected in multiple North African and European locations and were supplemented by publicly available sequences at the Borrelia Pubmlst database (accessed on 11 February 2020). Population structure of B. lusitaniae was inferred using clustering and network analyses. Maximum likelihood phylogenies for two molecular tick markers (the mitochondrial 16S rRNA locus and a nuclear locus, Tick-receptor of outer surface protein A, trospA) were used to confirm the morphological species identification of collected ticks. Our results confirmed that B. lusitaniae does indeed form two distinguishable populations: one containing mostly European samples and the other mostly Portuguese and North African samples. Of interest, Portuguese samples clustered largely based on being from north (European) or south (North African) of the river Targus. As two different Ixodes species (i.e., I. ricinus and I. inopinatus) may vector Borrelia in these regions, reference samples were included for I. inopinatus but did not form monophyletic clades in either tree, suggesting some misidentification. Even so, the trospA phylogeny showed a monophyletic clade containing tick samples from Northern Africa and Portugal south of the river Tagus suggesting a population division in Ixodes on this locus. The pattern mirrored the clustering of B. lusitaniae samples, suggesting a potential co-evolution between tick and Borrelia populations that deserve further investigation.
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Affiliation(s)
- Ana Cláudia Norte
- MARE-Marine and Environmental Sciences Centre, Department of Life Sciences, University of Coimbra, 3000-456 Coimbra, Portugal;
- Centre for Vector and Infectious Diseases Research, National Institute of Health Doutor Ricardo Jorge, Águas de Moura, 2965-575 Setúbal, Portugal; (M.S.N.); (I.L.d.C.)
| | - Pierre H. Boyer
- CHRU Strasbourg, UR7290 Lyme Borreliosis Group, ITI InnoVec, Fédération de Médecine Translationnelle de Strasbourg, Institut de Bactériologie, University of Strasbourg, 3 rue Koeberlé, 67000 Strasbourg, France;
| | - Santiago Castillo-Ramirez
- Programa de Genómica Evolutiva, Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, Apartado Postal 565-A, Cuernavaca, CP 62210, Mexico;
| | - Michal Chvostáč
- Institute of Zoology, Slovak Academy of Sciences, 84506 Bratislava, Slovakia; (M.C.); (Y.M.D.); (M.D.)
| | - Mohand O. Brahami
- Laboratory of Ecology and Biology of Terrestrial Ecosystems, Faculty Biological and Agronomic Sciences, University Mouloud Mammeri, 15000 Tizi-Ouzou, Algeria;
| | - Robert E. Rollins
- Division of Evolutionary Biology, LMU Munich, Faculty of Biology, Grosshaderner Strasse 2, 82152 Planegg-Martinsried, Germany;
| | - Tom Woudenberg
- National Reference Center for Borrelia, Bavarian Health and Food Safety Authority, 85764 Oberschleissheim, Germany; (T.W.); (V.F.)
| | - Yuliya M. Didyk
- Institute of Zoology, Slovak Academy of Sciences, 84506 Bratislava, Slovakia; (M.C.); (Y.M.D.); (M.D.)
- Department of Acarology, I. I. Schmalhausen Institute of Zoology, National Academy of Sciences of Ukraine, B. Khmelnytskogo 15, 01030 Kyiv, Ukraine
| | - Marketa Derdakova
- Institute of Zoology, Slovak Academy of Sciences, 84506 Bratislava, Slovakia; (M.C.); (Y.M.D.); (M.D.)
| | - Maria Sofia Núncio
- Centre for Vector and Infectious Diseases Research, National Institute of Health Doutor Ricardo Jorge, Águas de Moura, 2965-575 Setúbal, Portugal; (M.S.N.); (I.L.d.C.)
- Environmental Health Institute, Medicine Faculty, University of Lisbon, 1649-026 Lisbon, Portugal
| | - Isabel Lopes de Carvalho
- Centre for Vector and Infectious Diseases Research, National Institute of Health Doutor Ricardo Jorge, Águas de Moura, 2965-575 Setúbal, Portugal; (M.S.N.); (I.L.d.C.)
- Environmental Health Institute, Medicine Faculty, University of Lisbon, 1649-026 Lisbon, Portugal
| | - Gabriele Margos
- National Reference Center for Borrelia, Bavarian Health and Food Safety Authority, 85764 Oberschleissheim, Germany; (T.W.); (V.F.)
- Correspondence: or ; Tel.: +49-9131-6808-5883
| | - Volker Fingerle
- National Reference Center for Borrelia, Bavarian Health and Food Safety Authority, 85764 Oberschleissheim, Germany; (T.W.); (V.F.)
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10
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Abstract
Lyme disease (Lyme borreliosis) is a tick-borne, zoonosis of adults and children caused by genospecies of the Borrelia burgdorferi sensu lato complex. The ailment, widespread throughout the Northern Hemisphere, continues to increase globally due to multiple environmental factors, coupled with increased incursion of humans into habitats that harbor the spirochete. B. burgdorferi sensu lato is transmitted by ticks from the Ixodes ricinus complex. In North America, B. burgdorferi causes nearly all infections; in Europe, B. afzelii and B. garinii are most associated with human disease. The spirochete's unusual fragmented genome encodes a plethora of differentially expressed outer surface lipoproteins that play a seminal role in the bacterium's ability to sustain itself within its enzootic cycle and cause disease when transmitted to its incidental human host. Tissue damage and symptomatology (i.e., clinical manifestations) result from the inflammatory response elicited by the bacterium and its constituents. The deposition of spirochetes into human dermal tissue generates a local inflammatory response that manifests as erythema migrans (EM), the hallmark skin lesion. If treated appropriately and early, the prognosis is excellent. However, in untreated patients, the disease may present with a wide range of clinical manifestations, most commonly involving the central nervous system, joints, or heart. A small percentage (~10%) of patients may go on to develop a poorly defined fibromyalgia-like illness, post-treatment Lyme disease (PTLD) unresponsive to prolonged antimicrobial therapy. Below we integrate current knowledge regarding the ecologic, epidemiologic, microbiologic, and immunologic facets of Lyme disease into a conceptual framework that sheds light on the disorder that healthcare providers encounter.
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Affiliation(s)
- Justin D. Radolf
- Department of Medicine, UConn Health, Farmington, CT 06030, USA
- Department of Pediatrics, UConn Health, Farmington, CT 06030, USA
- Departments of Genetics and Genome Sciences, UConn Health, Farmington, CT 06030, USA
- Departments of Molecular Biology and Biophysics, UConn Health, Farmington, CT 06030, USA
- Department of Immunology, UConn Health, Farmington, CT 06030, USA
| | - Klemen Strle
- Division of Infectious Diseases, Wadsworth Center, NY Department of Health, Albany NY, 12208, USA
| | - Jacob E. Lemieux
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Franc Strle
- Department of Infectious Diseases, University Medical Center Ljubljana, Ljubljana, Slovenia
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11
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Origin of OXA-23 Variant OXA-239 from a Recently Emerged Lineage of Acinetobacter baumannii International Clone V. mSphere 2020; 5:5/1/e00801-19. [PMID: 31915222 PMCID: PMC6952199 DOI: 10.1128/msphere.00801-19] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
A. baumannii is a major cause of nosocomial infections all over the world. Although many isolates from developed countries have been studied in terms of their genome sequence, isolates from Latin America have been much less studied. In this study, using a population genomics approach considering the whole genomes of 148 isolates, we describe the recent emergence of the lineage ST758 endemic to Latin America and the inception of the OXA-239 carbapenemase. Our study highlights the urgent need to investigate recently emerged lineages of this species in Latin America and elsewhere, as these might harbor novel antibiotic resistance genes. Over the last few decades, carbapenemase-producing Acinetobacter baumannii has become a major cause of nosocomial infections all over the world. However, the genome identity of lineages of this species in Latin America has not been studied as much as in developed countries. Here, through a population genomics approach considering the whole genomes of 148 isolates (almost 40 from Mexico and Honduras), we describe the recent emergence of the lineage sequence type 758 (ST758), which belongs to the international clone V and has spread out to Canada, Mexico, Honduras, and Colombia. Notably, this lineage was found to coexist with other A. baumannii lineages in hospitals in Mexico and Honduras. Isolates from this lineage show considerable variation in antibiotic resistance profiles, but most of them are resistant to carbapenems. Moreover, we found a variety of acquired oxacillinase (OXA) families within this lineage and tracked the very recent inception, and subsequent horizontal transmission, of the OXA-239 carbapenemase. This work highlights the urgent need to investigate recently emerged lineages of this species in Latin America and elsewhere, as these might harbor novel antibiotic resistance genes. IMPORTANCEA. baumannii is a major cause of nosocomial infections all over the world. Although many isolates from developed countries have been studied in terms of their genome sequence, isolates from Latin America have been much less studied. In this study, using a population genomics approach considering the whole genomes of 148 isolates, we describe the recent emergence of the lineage ST758 endemic to Latin America and the inception of the OXA-239 carbapenemase. Our study highlights the urgent need to investigate recently emerged lineages of this species in Latin America and elsewhere, as these might harbor novel antibiotic resistance genes.
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12
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Lewis J, Lloyd VK. Identification of Borrelia bissettii in Ixodes scapularis ticks from New Brunswick, Canada. Can J Microbiol 2018; 65:155-161. [PMID: 30395480 DOI: 10.1139/cjm-2018-0376] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Lyme disease is a tick-borne disease that is emerging in Canada. The disease is caused by spirochetes of the Lyme borreliosis group, which is expanding as new species are discovered. In Canada, Lyme disease risk has so far been assessed primarily by detection of Borrelia burgdorferi sensu stricto. Of Ixodes scapularis ticks collected between 2014 and 2016 in New Brunswick, Canada, 7 were shown to be infected with Borrelia bissettii by nested PCR and sequencing of 5 B. bissettii genes. Since different Borrelia species are associated with different clinical manifestations and are not detected with the same diagnostic tests, the identification of a previously undocumented or underreported pathogenic Borrelia species has important implications for public and veterinary medicine.
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Affiliation(s)
- Julie Lewis
- Department of Biology, Mount Allison University, Sackville, NB E4L 1G7, Canada
| | - Vett K Lloyd
- Department of Biology, Mount Allison University, Sackville, NB E4L 1G7, Canada.,Department of Biology, Mount Allison University, Sackville, NB E4L 1G7, Canada
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13
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Tyler S, Tyson S, Dibernardo A, Drebot M, Feil EJ, Graham M, Knox NC, Lindsay LR, Margos G, Mechai S, Van Domselaar G, Thorpe HA, Ogden NH. Whole genome sequencing and phylogenetic analysis of strains of the agent of Lyme disease Borrelia burgdorferi from Canadian emergence zones. Sci Rep 2018; 8:10552. [PMID: 30002414 PMCID: PMC6043495 DOI: 10.1038/s41598-018-28908-7] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2018] [Accepted: 06/27/2018] [Indexed: 12/19/2022] Open
Abstract
Lyme disease is emerging in southern Canada due to range expansion of the tick vector, followed by invasion of the agent of Lyme disease Borrelia burgdorferi sensu stricto. Strain diversity, as determined by Multi Locus Sequence Typing, occurs in this zone of emergence, and this may have its origins in adaptation to ecological niches, and have phenotypic consequences for pathogenicity and serological test performance. Sixty-four unique strains were cultured from ticks collected in southern Canada and the genomes sequenced using the Illumina MiSeq platform. A maximum likelihood phylogenetic tree of the chromosome revealed two large clades with multiple subclades. Consistent with previous studies on this species, the clades were not geographically defined, and some Canadian strains were highly divergent from previously sequenced US strains. There was evidence for recombination in the chromosome but this did not affect the phylogeny. Analysis of chromosomal genes indicated that these are under intense purifying selection. Phylogenies of the accessory genome and chromosome were congruent. Therefore strain differences identified in the phylogeny of chromosomal genes likely act as a proxy for genetic determinants of phenotypic differences amongst strains that are harboured in the accessory genome. Further studies on health implications of strain diversity are needed.
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Affiliation(s)
- Shaun Tyler
- Genomics Core Facility, National Microbiology Laboratory, Public Health Agency of Canada, Canadian Science Centre for Human and Animal Health, 1015, Arlington St., Winnipeg, Manitoba, Canada
| | - Shari Tyson
- Genomics Core Facility, National Microbiology Laboratory, Public Health Agency of Canada, Canadian Science Centre for Human and Animal Health, 1015, Arlington St., Winnipeg, Manitoba, Canada
| | - Antonia Dibernardo
- Zoonotic Diseases and Special Pathogens Division, National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Manitoba, Canada
| | - Michael Drebot
- Zoonotic Diseases and Special Pathogens Division, National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Manitoba, Canada
| | - Edward J Feil
- Department of Biology and Biochemistry, University of Bath, Claverton Down, Bath, United Kingdom
| | - Morag Graham
- Genomics Core Facility, National Microbiology Laboratory, Public Health Agency of Canada, Canadian Science Centre for Human and Animal Health, 1015, Arlington St., Winnipeg, Manitoba, Canada
| | - Natalie C Knox
- Genomics Core Facility, National Microbiology Laboratory, Public Health Agency of Canada, Canadian Science Centre for Human and Animal Health, 1015, Arlington St., Winnipeg, Manitoba, Canada
| | - L Robbin Lindsay
- Zoonotic Diseases and Special Pathogens Division, National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Manitoba, Canada
| | - Gabriele Margos
- Ludwig Maximilians Universität München, Department for Infectious Diseases and Zoonoses, Munich, Germany.,National Reference Centre for Borrelia, Oberschleissheim and Bavarian Health and Food Safety Authority, Oberschleissheim, Germany
| | - Samir Mechai
- Public Health Risk Sciences Division, National Microbiology Laboratory, Public Health Agency of Canada, Saint-Hyacinthe, Québec, J2S 2M2, Canada
| | - Gary Van Domselaar
- Genomics Core Facility, National Microbiology Laboratory, Public Health Agency of Canada, Canadian Science Centre for Human and Animal Health, 1015, Arlington St., Winnipeg, Manitoba, Canada
| | - Harry A Thorpe
- Department of Biology and Biochemistry, University of Bath, Claverton Down, Bath, United Kingdom
| | - Nick H Ogden
- Public Health Risk Sciences Division, National Microbiology Laboratory, Public Health Agency of Canada, Saint-Hyacinthe, Québec, J2S 2M2, Canada.
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14
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Casjens SR, Di L, Akther S, Mongodin EF, Luft BJ, Schutzer SE, Fraser CM, Qiu WG. Primordial origin and diversification of plasmids in Lyme disease agent bacteria. BMC Genomics 2018; 19:218. [PMID: 29580205 PMCID: PMC5870499 DOI: 10.1186/s12864-018-4597-x] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2017] [Accepted: 03/12/2018] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND With approximately one-third of their genomes consisting of linear and circular plasmids, the Lyme disease agent cluster of species has the most complex genomes among known bacteria. We report here a comparative analysis of plasmids in eleven Borreliella (also known as Borrelia burgdorferi sensu lato) species. RESULTS We sequenced the complete genomes of two B. afzelii, two B. garinii, and individual B. spielmanii, B. bissettiae, B. valaisiana and B. finlandensis isolates. These individual isolates carry between seven and sixteen plasmids, and together harbor 99 plasmids. We report here a comparative analysis of these plasmids, along with 70 additional Borreliella plasmids available in the public sequence databases. We identify only one new putative plasmid compatibility type (the 30th) among these 169 plasmid sequences, suggesting that all or nearly all such types have now been discovered. We find that the linear plasmids in the non-B. burgdorferi species have undergone the same kinds of apparently random, chaotic rearrangements mediated by non-homologous recombination that we previously discovered in B. burgdorferi. These rearrangements occurred independently in the different species lineages, and they, along with an expanded chromosomal phylogeny reported here, allow the identification of several whole plasmid transfer events among these species. Phylogenetic analyses of the plasmid partition genes show that a majority of the plasmid compatibility types arose early, most likely before separation of the Lyme agent Borreliella and relapsing fever Borrelia clades, and this, with occasional cross species plasmid transfers, has resulted in few if any species-specific or geographic region-specific Borreliella plasmid types. CONCLUSIONS The primordial origin and persistent maintenance of the Borreliella plasmid types support their functional indispensability as well as evolutionary roles in facilitating genome diversity. The improved resolution of Borreliella plasmid phylogeny based on conserved partition-gene clusters will lead to better determination of gene orthology which is essential for prediction of biological function, and it will provide a basis for inferring detailed evolutionary mechanisms of Borreliella genomic variability including homologous gene and plasmid exchanges as well as non-homologous rearrangements.
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Affiliation(s)
- Sherwood R. Casjens
- Division of Microbiology and Immunology, Pathology Department and Biology Department, University of Utah School of Medicine, Salt Lake City, UT USA
- Biology Department, University of Utah, Salt Lake City, UT USA
- Pathology Department, University of Utah School of Medicine, Room 2200K Emma Eccles Jones Medical Research Building, 15 North Medical Drive East, Salt Lake City, UT 84112 USA
| | - Lia Di
- Department of Biological Sciences and Center for Translational and Basic Research, Hunter College of the City University of New York, New York, NY USA
| | - Saymon Akther
- Department of Biology, The Graduate Center, City University of New York, New York, NY USA
| | - Emmanuel F. Mongodin
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD USA
| | - Benjamin J. Luft
- Department of Medicine, Health Science Center, Stony Brook University, Stony Brook, NY USA
| | - Steven E. Schutzer
- Department of Medicine, New Jersey Medical School, Rutgers, The State University of New Jersey, Newark, NJ USA
| | - Claire M. Fraser
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD USA
| | - Wei-Gang Qiu
- Department of Biology, The Graduate Center, City University of New York, New York, NY USA
- Department of Biological Sciences and Center for Translational and Basic Research, Hunter College of the City University of New York, New York, NY USA
- Department of Physiology and Biophysics & Institute for Computational Biomedicine, Weil Cornell Medical College, New York, USA
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15
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Raulf MK, Jordan D, Fingerle V, Strube C. Association of Borrelia and Rickettsia spp. and bacterial loads in Ixodes ricinus ticks. Ticks Tick Borne Dis 2017; 9:18-24. [PMID: 29103949 DOI: 10.1016/j.ttbdis.2017.10.014] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2017] [Revised: 10/19/2017] [Accepted: 10/23/2017] [Indexed: 11/26/2022]
Abstract
In recent years, awareness of coinfections has increased as synergistic or antagonistic effects on interacting bacteria have been observed. To date, several reports on coinfections of ticks with Rickettsia and Borrelia spp. are available. However, associations are rarely described and studies are based on rather low sample sizes. In the present study, coinfections of Ixodes ricinus with these pathogens were investigated by determining their association in a meta-analysis. A total of 5079 tick samples examined for Rickettsia and Borrelia spp. via probe-based quantitative real-time PCR in previous prevalence studies or as submitted diagnostic material were included. In Borrelia-positive ticks, genospecies were determined by Reverse Line Blot. Determination of bacterial loads resulted in an increase between developmental tick stages with highest mean bacterial loads in female ticks (7.96×104 in Borrelia single-infected, 4.87×105 in Rickettsia single-infected and 3.22×105 in Borrelia-Rickettsia coinfected females). The determined Borrelia-Rickettsia tick coinfection rate was 12.3% (626/5079) with a significant difference to the expected coinfection rate of 9.0% (457/5079). A significant slight association as well as correlation between Borrelia and Rickettsia were determined. In addition, a significant interrelation of the bacterial load in coinfected ticks was shown. At the level of Borrelia genospecies, significant weak associations with Rickettsia spp. were detected for B. afzelii, B. garinii/bavariensis, B. valaisiana and B. lusitaniae. The positive association provides evidence for interactions between Borrelia and Rickettsia spp. in the tick vector, presumably resulting in higher bacterial replication rates in the tick vector and possibly the reservoir host. However, coinfection may impact the vector negatively as indicated by an absent increase in coinfection rates from nymphs to adults. Future studies are needed to investigate the underlying mechanisms of the positive association in ticks and possible associations in the vertebrate host as well as the potential influence of environmental factors.
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Affiliation(s)
- Marie-Kristin Raulf
- Institute for Parasitology, Centre for Infection Medicine, University of Veterinary Medicine Hannover, Buenteweg 17, 30559 Hannover, Germany; Immunology Unit & Research Center for Emerging Infections and Zoonoses, University of Veterinary Medicine Hannover, Buenteweg 17, 30559 Hannover, Germany
| | - Daniela Jordan
- Institute for Parasitology, Centre for Infection Medicine, University of Veterinary Medicine Hannover, Buenteweg 17, 30559 Hannover, Germany
| | - Volker Fingerle
- German National Reference Centre for Borrelia, Veterinaerstraße 2, 85764 Oberschleissheim, Germany
| | - Christina Strube
- Institute for Parasitology, Centre for Infection Medicine, University of Veterinary Medicine Hannover, Buenteweg 17, 30559 Hannover, Germany.
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16
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Graña-Miraglia L, Lozano LF, Velázquez C, Volkow-Fernández P, Pérez-Oseguera Á, Cevallos MA, Castillo-Ramírez S. Rapid Gene Turnover as a Significant Source of Genetic Variation in a Recently Seeded Population of a Healthcare-Associated Pathogen. Front Microbiol 2017; 8:1817. [PMID: 28979253 PMCID: PMC5611417 DOI: 10.3389/fmicb.2017.01817] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2017] [Accepted: 09/06/2017] [Indexed: 12/11/2022] Open
Abstract
Genome sequencing has been useful to gain an understanding of bacterial evolution. It has been used for studying the phylogeography and/or the impact of mutation and recombination on bacterial populations. However, it has rarely been used to study gene turnover at microevolutionary scales. Here, we sequenced Mexican strains of the human pathogen Acinetobacter baumannii sampled from the same locale over a 3 year period to obtain insights into the microevolutionary dynamics of gene content variability. We found that the Mexican A. baumannii population was recently founded and has been emerging due to a rapid clonal expansion. Furthermore, we noticed that on average the Mexican strains differed from each other by over 300 genes and, notably, this gene content variation has accrued more frequently and faster than the accumulation of mutations. Moreover, due to its rapid pace, gene content variation reflects the phylogeny only at very short periods of time. Additionally, we found that the external branches of the phylogeny had almost 100 more genes than the internal branches. All in all, these results show that rapid gene turnover has been of paramount importance in producing genetic variation within this population and demonstrate the utility of genome sequencing to study alternative forms of genetic variation.
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Affiliation(s)
- Lucía Graña-Miraglia
- Programa de Genómica Evolutiva, Centro de Ciencias Génomicas, Universidad Nacional Autónoma de MéxicoCuernavaca, Mexico
| | - Luis F Lozano
- Programa de Genómica Evolutiva, Centro de Ciencias Génomicas, Universidad Nacional Autónoma de MéxicoCuernavaca, Mexico
| | - Consuelo Velázquez
- Departamento de Enfermedades Infecciosas, Instituto Nacional de CancerologíaMexico, Mexico
| | | | - Ángeles Pérez-Oseguera
- Programa de Genómica Evolutiva, Centro de Ciencias Génomicas, Universidad Nacional Autónoma de MéxicoCuernavaca, Mexico
| | - Miguel A Cevallos
- Programa de Genómica Evolutiva, Centro de Ciencias Génomicas, Universidad Nacional Autónoma de MéxicoCuernavaca, Mexico
| | - Santiago Castillo-Ramírez
- Programa de Genómica Evolutiva, Centro de Ciencias Génomicas, Universidad Nacional Autónoma de MéxicoCuernavaca, Mexico
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17
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Completed Genome Sequences of Borrelia burgdorferi Sensu Stricto B31(NRZ) and Closely Related Patient Isolates from Europe. GENOME ANNOUNCEMENTS 2017; 5:5/28/e00637-17. [PMID: 28705983 PMCID: PMC5511922 DOI: 10.1128/genomea.00637-17] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Borrelia burgdorferi sensu stricto is a causative agent of human Lyme borreliosis in the United States and Europe. We report here the completed genome sequences of strain B31 isolated from a tick in the United States and two closely related strains from Europe, PAli and PAbe, which were isolated from patients with erythema migrans and neuroborreliosis, respectively.
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18
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Margos G, Hepner S, Mang C, Marosevic D, Reynolds SE, Krebs S, Sing A, Derdakova M, Reiter MA, Fingerle V. Lost in plasmids: next generation sequencing and the complex genome of the tick-borne pathogen Borrelia burgdorferi. BMC Genomics 2017; 18:422. [PMID: 28558786 PMCID: PMC5450258 DOI: 10.1186/s12864-017-3804-5] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2017] [Accepted: 05/17/2017] [Indexed: 11/21/2022] Open
Abstract
Background Borrelia (B.) burgdorferi sensu lato, including the tick-transmitted agents of human Lyme borreliosis, have particularly complex genomes, consisting of a linear main chromosome and numerous linear and circular plasmids. The number and structure of plasmids is variable even in strains within a single genospecies. Genes on these plasmids are known to play essential roles in virulence and pathogenicity as well as host and vector associations. For this reason, it is essential to explore methods for rapid and reliable characterisation of molecular level changes on plasmids. In this study we used three strains: a low passage isolate of B. burgdorferi sensu stricto strain B31(−NRZ) and two closely related strains (PAli and PAbe) that were isolated from human patients. Sequences of these strains were compared to the previously sequenced reference strain B31 (available in GenBank) to obtain proof-of-principle information on the suitability of next generation sequencing (NGS) library construction and sequencing methods on the assembly of bacterial plasmids. We tested the effectiveness of different short read assemblers on Illumina sequences, and of long read generation methods on sequence data from Pacific Bioscience single-molecule real-time (SMRT) and nanopore (Oxford Nanopore Technologies) sequencing technology. Results Inclusion of mate pair library reads improved the assembly in some plasmids as did prior enrichment of plasmids. While cp32 plasmids remained refractory to assembly using only short reads they were effectively assembled by long read sequencing methods. The long read SMRT and nanopore sequences came, however, at the cost of indels (insertions or deletions) appearing in an unpredictable manner. Using long and short read technologies together allowed us to show that the three B. burgdorferi s.s. strains investigated here, whilst having similar plasmid structures to each other (apart from fusion of cp32 plasmids), differed significantly from the reference strain B31-GB, especially in the case of cp32 plasmids. Conclusion Short read methods are sufficient to assemble the main chromosome and many of the plasmids in B. burgdorferi. However, a combination of short and long read sequencing methods is essential for proper assembly of all plasmids including cp32 and thus, for gaining an understanding of host- or vector adaptations. An important conclusion from our work is that the evolution of Borrelia plasmids appears to be dynamic. This has important implications for the development of useful research strategies to monitor the risk of Lyme disease occurrence and how to medically manage it. Electronic supplementary material The online version of this article (doi:10.1186/s12864-017-3804-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- G Margos
- German National Reference Centre for Borrelia (NRZ), Bavarian Health and Food Safety Authority (LGL), Veterinärstrasse 2, 85764, Oberschleissheim, Germany.
| | - S Hepner
- German National Reference Centre for Borrelia (NRZ), Bavarian Health and Food Safety Authority (LGL), Veterinärstrasse 2, 85764, Oberschleissheim, Germany
| | - C Mang
- German National Reference Centre for Borrelia (NRZ), Bavarian Health and Food Safety Authority (LGL), Veterinärstrasse 2, 85764, Oberschleissheim, Germany
| | - D Marosevic
- Bavarian Health and Food Safety Authority (LGL), Veterinärstrasse 2, 85764, Oberschleissheim, Germany.,European Programme for Public Health Microbiology Training, European Centre of Disease Prevention and Control (ECDC), Stockholm, Sweden
| | - S E Reynolds
- Department of Biology and Biochemistry, University of Bath, Claverton Down, BA2 7AY, Bath, UK
| | - S Krebs
- Gene Centre, Laboratory for Functional Genome Analysis, LMU Munich, Feodor-Lynen-Strasse 25, 81377, Munich, Germany
| | - A Sing
- German National Reference Centre for Borrelia (NRZ), Bavarian Health and Food Safety Authority (LGL), Veterinärstrasse 2, 85764, Oberschleissheim, Germany
| | - M Derdakova
- Institute of Zoology, Slovak Academy of Sciences, Bratislava, Slovakia
| | - M A Reiter
- Institut für Hygiene und Angewandte Immunologie, Medizinische Universität Wien, Kinderspitalgasse 15, A-1090, Wien, Austria
| | - V Fingerle
- German National Reference Centre for Borrelia (NRZ), Bavarian Health and Food Safety Authority (LGL), Veterinärstrasse 2, 85764, Oberschleissheim, Germany
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Estrada-Peña A, Sprong H, Cabezas-Cruz A, de la Fuente J, Ramo A, Coipan EC. Nested coevolutionary networks shape the ecological relationships of ticks, hosts, and the Lyme disease bacteria of the Borrelia burgdorferi (s.l.) complex. Parasit Vectors 2016; 9:517. [PMID: 27662832 PMCID: PMC5035442 DOI: 10.1186/s13071-016-1803-z] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2016] [Accepted: 09/14/2016] [Indexed: 12/12/2022] Open
Abstract
Background The bacteria of the Borrelia burgdorferi (s.l.) (BBG) complex constitute a group of tick-transmitted pathogens that are linked to many vertebrate and tick species. The ecological relationships between the pathogens, the ticks and the vertebrate carriers have not been analysed. The aim of this study was to quantitatively analyse these interactions by creating a network based on a large dataset of associations. Specifically, we examined the relative positions of partners in the network, the phylogenetic diversity of the tick’s hosts and its impact on BBG circulation. The secondary aim was to evaluate the segregation of BBG strains in different vectors and reservoirs. Results BBG circulates through a nested recursive network of ticks and vertebrates that delineate closed clusters. Each cluster contains generalist ticks with high values of centrality as well as specialist ticks that originate nested sub-networks and that link secondary vertebrates to the cluster. These results highlighted the importance of host phylogenetic diversity for ticks in the circulation of BBG, as this diversity was correlated with high centrality values for the ticks. The ticks and BBG species in each cluster were not significantly associated with specific branches of the phylogeny of host genera (R2 = 0.156, P = 0.784 for BBG; R2 = 0.299, P = 0.699 for ticks). A few host genera had higher centrality values and thus higher importance for BBG circulation. However, the combined contribution of hosts with low centrality values could maintain active BBG foci. The results suggested that ticks do not share strains of BBG, which were highly segregated among sympatric species of ticks. Conclusions We conclude that BBG circulation is supported by a highly redundant network. This network includes ticks with high centrality values and high host phylogenetic diversity as well as ticks with low centrality values. This promotes ecological sub-networks and reflects the high resilience of BBG circulation. The functional redundancy in BBG circulation reduces disturbances due to the removal of vertebrates as it allows ticks to fill other biotic niches. Electronic supplementary material The online version of this article (doi:10.1186/s13071-016-1803-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Agustín Estrada-Peña
- Department of Animal Health, Faculty of Veterinary Medicine, University of Zaragoza, Miguel Servet, 177, Zaragoza, Spain.
| | - Hein Sprong
- National Institute for Public Health and the Environment (RIVM), Antonie van Leeuwenhoeklaan 9, 3721 MA, Bilthoven, The Netherlands
| | - Alejandro Cabezas-Cruz
- Center for Infection and Immunity of Lille (CIIL), INSERM U1019 - CNRS UMR 8204, Université Lille Nord de France, Institut Pasteur de Lille, Lille, France
| | - José de la Fuente
- SaBio, Instituto de Investigación de Recursos Cinegéticos IREC-CSIC-UCLM-JCCM, Ronda de Toledo s/n, 13005, Ciudad Real, Spain.,Department of Veterinary Pathobiology, Center for Veterinary Health Sciences, Oklahoma State University, Stillwater, OK, 74078, USA
| | - Ana Ramo
- Department of Animal Health, Faculty of Veterinary Medicine, University of Zaragoza, Miguel Servet, 177, Zaragoza, Spain
| | - Elena Claudia Coipan
- National Institute for Public Health and the Environment (RIVM), Antonie van Leeuwenhoeklaan 9, 3721 MA, Bilthoven, The Netherlands
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