1
|
Oppler ZJ, Prusinski MA, O’Keeffe KR, Pearson P, Rich SM, Falco RC, Vinci V, O’Connor C, Haight J, Backenson PB, Brisson D. Population dynamics of the Lyme disease bacterium, Borrelia burgdorferi, during rapid range expansion in New York State. Mol Ecol 2024; 33:e17480. [PMID: 39034651 PMCID: PMC11303095 DOI: 10.1111/mec.17480] [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: 03/07/2024] [Revised: 06/12/2024] [Accepted: 07/09/2024] [Indexed: 07/23/2024]
Abstract
Recent changes in climate and human land-use have resulted in alterations of the geographic range of many species, including human pathogens. Geographic range expansion and population growth of human pathogens increase human disease risk. Relatively little empirical work has investigated the impact of range changes on within-population variability, a contributor to both colonization success and adaptive potential, during the precise time in which populations are colonized. This is likely due to the difficulties of collecting appropriate natural samples during the dynamic phase of migration and colonization. We systematically collected blacklegged ticks (Ixodes scapularis) across New York State (NY), USA, between 2006 and 2019, a time period coinciding with a rapid range expansion of ticks and their associated pathogens including Borrelia burgdorferi, the etiological agent of Lyme disease. These samples provide a unique opportunity to investigate the population dynamics of human pathogens as they expand into novel territory. We observed that founder effects were short-lived, as gene flow from long-established populations brought almost all B. burgdorferi lineages to newly colonized populations within just a few years of colonization. By 7 years post-colonization, B. burgdorferi lineage frequency distributions were indistinguishable from long-established sites, indicating that local B. burgdorferi populations experience similar selective pressures despite geographic separation. The B. burgdorferi lineage dynamics elucidate the processes underlying the range expansion and demonstrate that migration into, and selection within, newly colonized sites operate on different time scales.
Collapse
Affiliation(s)
- Zachary J. Oppler
- Department of Biology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | - Kayleigh R. O’Keeffe
- Department of Biology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Patrick Pearson
- Department of Microbiology, University of Massachusetts Amherst, Amherst, Massachusetts, USA
| | - Stephen M. Rich
- Department of Microbiology, University of Massachusetts Amherst, Amherst, Massachusetts, USA
| | - Richard C. Falco
- New York State Department of Health, Bureau of Communicable Disease Control, Fordham University Louis Calder Center, Armonk, New York, USA
| | - Vanessa Vinci
- New York State Department of Health, Bureau of Communicable Disease Control, Fordham University Louis Calder Center, Armonk, New York, USA
| | - Collin O’Connor
- New York State Department of Health, Bureau of Communicable Disease Control, Buffalo State University, Buffalo, New York, USA
| | - Jamie Haight
- New York State Department of Health, Bureau of Communicable Disease Control, Chautauqua County Department of Public Works, Falconer, New York, USA
| | | | - Dustin Brisson
- Department of Biology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| |
Collapse
|
2
|
Pearson P, Rich C, Siegel EL, Brisson D, Rich SM. Differential Resistance of Borrelia burgdorferi Clones to Human Serum-Mediated Killing Does Not Correspond to Their Predicted Invasiveness. Pathogens 2023; 12:1238. [PMID: 37887754 PMCID: PMC10609869 DOI: 10.3390/pathogens12101238] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 10/05/2023] [Accepted: 10/11/2023] [Indexed: 10/28/2023] Open
Abstract
Reservoir host associations have been observed among and within Borrelia genospecies, and host complement-mediated killing is a major determinant in these interactions. In North America, only a subset of Borrelia burgdorferi lineages cause the majority of disseminated infections in humans. We hypothesize that differential resistance to human complement-mediated killing may be a major phenotypic determinant of whether a lineage can establish systemic infection. As a corollary, we hypothesize that borreliacidal action may differ among human subjects. To test these hypotheses, we isolated primary B. burgdorferi clones from field-collected ticks and determined whether the killing effects of human serum differed among those clones in vitro and/or whether these effects were consistent among human sera. Clones associated with human invasiveness did not show higher survival in human serum compared to noninvasive clones. These results indicate that differential complement-mediated killing of B. burgdorferi lineages is not a determinant of invasiveness in humans. Only one significant difference in the survivorship of individual clones incubated in different human sera was detected, suggesting that complement-mediated killing of B. burgdorferi is usually similar among humans. Mechanisms other than differential human complement-mediated killing of B. burgdorferi lineages likely explain why only certain lineages cause the majority of disseminated human infections.
Collapse
Affiliation(s)
- Patrick Pearson
- Department of Microbiology, University of Massachusetts Amherst, Amherst, MA 01003, USA; (P.P.); (C.R.); (E.L.S.)
| | - Connor Rich
- Department of Microbiology, University of Massachusetts Amherst, Amherst, MA 01003, USA; (P.P.); (C.R.); (E.L.S.)
| | - Eric L. Siegel
- Department of Microbiology, University of Massachusetts Amherst, Amherst, MA 01003, USA; (P.P.); (C.R.); (E.L.S.)
| | - Dustin Brisson
- Department of Biology, University of Pennsylvania, Philadelphia, PA 19104, USA;
| | - Stephen M. Rich
- Department of Microbiology, University of Massachusetts Amherst, Amherst, MA 01003, USA; (P.P.); (C.R.); (E.L.S.)
| |
Collapse
|
3
|
Genné D, Jiricka W, Sarr A, Voordouw MJ. Tick-to-host transmission differs between Borrelia afzelii strains. Microbiol Spectr 2023; 11:e0167523. [PMID: 37676027 PMCID: PMC10580945 DOI: 10.1128/spectrum.01675-23] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 07/03/2023] [Indexed: 09/08/2023] Open
Abstract
Many vector-borne pathogens establish multiple-strain infections in the vertebrate host and the arthropod vector. Multiple-strain infections in the host influence strain acquisition by naive vectors. Whether multiple-strain infections in the vector influence strain-specific transmission to naive hosts remains unknown. The spirochete, Borrelia afzelii, causes Lyme borreliosis and multiple-strain infections are common in both the tick vector and vertebrate host. Our study used two B. afzelii strains: Fin-Jyv-A3 and NE4049. Donor mice were infected with Fin-Jyv-A3 alone, NE4049 alone, or with both strains. Larval ticks fed on donor mice and molted into nymphal ticks infected with either strain or both strains. These nymphs were fed on test mice to determine whether multiple-strain infections in the nymph influence nymph-to-host transmission (NHT). Multiple-strain infection in the donor mice reduced the acquisition of both strains by ticks by 23%. Thus, a substantial fraction of infected nymphs from the multiple strain treatment were infected with the "wrong" competitor strain rather than the "right" focal strain. As a result, nymphs from the multiple strain treatment were 46% less likely to infect the test mice with the focal strain compared to nymphs from the single strain treatment. However, multiple-strain infection in the nymphal tick had no effect on the NHT of either strain. The nymphal spirochete load of Fin-Jyv-A3 was 1.9 times higher compared to NE4049. NHT of Fin-Jyv-A3 (79%) was 1.5 times higher compared to NE4049 (53%). Our study suggests that B. afzelii strains with higher nymphal spirochete loads have higher NHT. IMPORTANCE For many vector-borne pathogens, multiple-strain infections in the vertebrate host or arthropod vector are common. Multiple-strain infections in the host reduce strain acquisition by feeding vectors. Whether multiple-strain infections in the vector influence strain transmission to the host remains unknown. In our study, we used two strains of the tick-borne spirochete Borrelia afzelii, which causes Lyme borreliosis, to investigate whether multiple-strain infections in the nymphal tick influenced nymph-to-host transmission (NHT) of strains. Multiple-strain infections in mice reduced the acquisition of both B. afzelii strains by nymphal ticks. As a result, nymphs from the multiple strain treatment were less likely to infect naive test mice with the focal strain. Multiple-strain infection in the nymphal ticks did not influence the NHT of either strain. The strain with the higher bacterial abundance in the nymph had higher NHT. Our study suggests that pathogen abundance in the arthropod vector is important for vector-to-host transmission.
Collapse
Affiliation(s)
- Dolores Genné
- Laboratory of Ecology and Evolution of Parasites, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland
| | - Whitney Jiricka
- Department of Veterinary Microbiology, Western College of Veterinary Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Anouk Sarr
- Laboratory of Ecology and Evolution of Parasites, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland
| | - Maarten J. Voordouw
- Laboratory of Ecology and Evolution of Parasites, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland
- Department of Veterinary Microbiology, Western College of Veterinary Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| |
Collapse
|
4
|
Zinck CB, Raveendram Thampy P, Uhlemann EME, Adam H, Wachter J, Suchan D, Cameron ADS, Rego ROM, Brisson D, Bouchard C, Ogden NH, Voordouw MJ. Variation among strains of Borrelia burgdorferi in host tissue abundance and lifetime transmission determine the population strain structure in nature. PLoS Pathog 2023; 19:e1011572. [PMID: 37607182 PMCID: PMC10473547 DOI: 10.1371/journal.ppat.1011572] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Revised: 09/01/2023] [Accepted: 07/23/2023] [Indexed: 08/24/2023] Open
Abstract
Pathogen life history theory assumes a positive relationship between pathogen load in host tissues and pathogen transmission. Empirical evidence for this relationship is surprisingly rare due to the difficulty of measuring transmission for many pathogens. The comparative method, where a common host is experimentally infected with a set of pathogen strains, is a powerful approach for investigating the relationships between pathogen load and transmission. The validity of such experimental estimates of strain-specific transmission is greatly enhanced if they can predict the pathogen population strain structure in nature. Borrelia burgdorferi is a multi-strain, tick-borne spirochete that causes Lyme disease in North America. This study used 11 field-collected strains of B. burgdorferi, a rodent host (Mus musculus, C3H/HeJ) and its tick vector (Ixodes scapularis) to determine the relationship between pathogen load in host tissues and lifetime host-to-tick transmission (HTT). Mice were experimentally infected via tick bite with 1 of 11 strains. Lifetime HTT was measured by infesting mice with I. scapularis larval ticks on 3 separate occasions. The prevalence and abundance of the strains in the mouse tissues and the ticks were determined by qPCR. We used published databases to obtain estimates of the frequencies of these strains in wild I. scapularis tick populations. Spirochete loads in ticks and lifetime HTT varied significantly among the 11 strains of B. burgdorferi. Strains with higher spirochete loads in the host tissues were more likely to infect feeding larval ticks, which molted into nymphal ticks that had a higher probability of B. burgdorferi infection (i.e., higher HTT). Our laboratory-based estimates of lifetime HTT were predictive of the frequencies of these strains in wild I. scapularis populations. For B. burgdorferi, the strains that establish high abundance in host tissues and that have high lifetime transmission are the strains that are most common in nature.
Collapse
Affiliation(s)
- Christopher B. Zinck
- Department of Veterinary Microbiology, Western College of Veterinary Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Prasobh Raveendram Thampy
- Department of Veterinary Microbiology, Western College of Veterinary Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Eva-Maria E. Uhlemann
- Department of Veterinary Microbiology, Western College of Veterinary Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Hesham Adam
- Department of Veterinary Microbiology, Western College of Veterinary Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Jenny Wachter
- Vaccine and Infectious Disease Organization, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Danae Suchan
- Institute for Microbial Systems and Society, Faculty of Science, University of Regina, Regina, Saskatchewan, Canada
- Department of Biology, University of Regina, Regina, Saskatchewan, Canada
| | - Andrew D. S. Cameron
- Institute for Microbial Systems and Society, Faculty of Science, University of Regina, Regina, Saskatchewan, Canada
- Department of Biology, University of Regina, Regina, Saskatchewan, Canada
| | - Ryan O. M. Rego
- Biology Centre, Institute of Parasitology, Czech Academy of Sciences, České Budějovice, Czech Republic
- Faculty of Science, University of South Bohemia, České Budějovice, Czech Republic
| | - Dustin Brisson
- Department of Biology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Catherine Bouchard
- Public Health Risk Sciences, National Microbiology Laboratory, Public Health Agency of Canada, St Hyacinthe, Quebec, Canada
- Groupe de recherche en épidémiologie des zoonoses et santé publique (GREZOSP), Faculté de Médecine Vétérinaire, Université de Montréal, Montreal, Canada
| | - Nicholas H. Ogden
- Public Health Risk Sciences, National Microbiology Laboratory, Public Health Agency of Canada, St Hyacinthe, Quebec, Canada
- Groupe de recherche en épidémiologie des zoonoses et santé publique (GREZOSP), Faculté de Médecine Vétérinaire, Université de Montréal, Montreal, Canada
- Centre de recherche en santé publique (CReSP), Université de Montréal, Montreal, QC, Canada
| | - Maarten J. Voordouw
- Department of Veterinary Microbiology, Western College of Veterinary Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| |
Collapse
|
5
|
Combs MA, Tufts DM, Adams B, Lin YP, Kolokotronis SO, Diuk-Wasser MA. Host adaptation drives genetic diversity in a vector-borne disease system. PNAS NEXUS 2023; 2:pgad234. [PMID: 37559749 PMCID: PMC10408703 DOI: 10.1093/pnasnexus/pgad234] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 05/18/2023] [Accepted: 07/07/2023] [Indexed: 08/11/2023]
Abstract
The range of hosts a pathogen can infect is a key trait, influencing human disease risk and reservoir host infection dynamics. Borrelia burgdorferi sensu stricto (Bb), an emerging zoonotic pathogen, causes Lyme disease and is widely considered a host generalist, commonly infecting mammals and birds. Yet the extent of intraspecific variation in Bb host breadth, its role in determining host competence, and potential implications for human infection remain unclear. We conducted a long-term study of Bb diversity, defined by the polymorphic ospC locus, across white-footed mice, passerine birds, and tick vectors, leveraging long-read amplicon sequencing. Our results reveal strong variation in host breadth across Bb genotypes, exposing a spectrum of genotype-specific host-adapted phenotypes. We found support for multiple niche polymorphism, maintaining Bb diversity in nature and little evidence of temporal shifts in genotype dominance, as would be expected under negative frequency-dependent selection. Passerine birds support the circulation of several human-invasive strains (HISs) in the local tick population and harbor greater Bb genotypic diversity compared with white-footed mice. Mouse-adapted Bb genotypes exhibited longer persistence in individual mice compared with nonadapted genotypes. Genotype communities infecting individual mice preferentially became dominated by mouse-adapted genotypes over time. We posit that intraspecific variation in Bb host breadth and adaptation helps maintain overall species fitness in response to transmission by a generalist vector.
Collapse
Affiliation(s)
- Matthew A Combs
- Department of Ecology, Evolution and Environmental Biology, Columbia University, New York, NY 10027, USA
- Department of Epidemiology and Biostatistics, School of Public Health, SUNY Downstate Health Sciences University, Brooklyn, NY 11203-2098, USA
- Institute for Genomics in Health, SUNY Downstate Health Sciences University, Brooklyn, NY 11203-2098, USA
| | - Danielle M Tufts
- Department of Ecology, Evolution and Environmental Biology, Columbia University, New York, NY 10027, USA
- Infectious Diseases and Microbiology Department, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Ben Adams
- Department of Mathematical Sciences, University of Bath, Bath, BA27AY, UK
| | - Yi-Pin Lin
- Division of Infectious Diseases, Wadsworth Center, New York State Department of Health, Albany, NY 12201, USA
- Department of Biomedical Sciences, University at Albany, Albany, NY 12203, USA
| | - Sergios-Orestis Kolokotronis
- Department of Epidemiology and Biostatistics, School of Public Health, SUNY Downstate Health Sciences University, Brooklyn, NY 11203-2098, USA
- Institute for Genomics in Health, SUNY Downstate Health Sciences University, Brooklyn, NY 11203-2098, USA
- Division of Infectious Diseases, Department of Medicine, College of Medicine, SUNY Downstate Health Sciences University, Brooklyn, NY 11203-2098, USA
- Department of Cell Biology, College of Medicine, SUNY Downstate Health Sciences University, Brooklyn, NY 11203-2098, USA
| | - Maria A Diuk-Wasser
- Department of Ecology, Evolution and Environmental Biology, Columbia University, New York, NY 10027, USA
| |
Collapse
|
6
|
Shifflett SA, Wiedmeyer T, Kennedy A, Maestas L, Buoni M, Ciloglu A, Ellis VA. Prevalence of Borrelia burgdorferi and diversity of its outer surface protein C (ospC) alleles in blacklegged ticks (Ixodes scapularis) in Delaware. Ticks Tick Borne Dis 2023; 14:102139. [PMID: 36780839 PMCID: PMC10033352 DOI: 10.1016/j.ttbdis.2023.102139] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 01/27/2023] [Accepted: 02/03/2023] [Indexed: 02/13/2023]
Abstract
Characterizing the diversity of genes associated with virulence and transmission of a pathogen across the pathogen's distribution can inform our understanding of host infection risk. Borrelia burgdorferi is a vector-borne bacterium that causes Lyme disease in humans and is common in the United States. The outer surface protein C (ospC) gene of B. burgdorferi exhibits substantial genetic variation across the pathogen's distribution and plays a critical role in virulence and transmission in vertebrate hosts. In fact, B. burgdorferi infections that disseminate across host tissues in humans are associated with only a subset of ospC alleles. Delaware has a high incidence of Lyme disease, but the diversity of ospC in B. burgdorferi in the state has not been evaluated. We used PCR to amplify ospC in B. burgdorferi-infected blacklegged ticks (Ixodes scapularis) in sites statewide and used short-read sequencing to identify ospC alleles. B. burgdorferi prevalence in blacklegged ticks varied across sites, but not significantly so. We identified 15 previously characterized ospC alleles accounting for nearly all of the expected diversity of alleles across the sites as estimated using the Chao1 index. Nearly 40% of sequenced infections (23/58) had more than one ospC allele present suggesting mixed strain infections and the relative frequencies of alleles in single infections were positively correlated with their relative frequencies in mixed infections. Turnover of ospC alleles was positively related to distance between sites with closer sites having more similar allele compositions than more distant sites. This suggests a degree of B. burgdorferi dispersal limitation or habitat specialization. OspC alleles known to cause disseminated infections in humans were found at the highest frequencies across sites, corresponding to Delaware's high incidence of Lyme disease.
Collapse
Affiliation(s)
- Scarlet A Shifflett
- Department of Entomology and Wildlife Ecology, University of Delaware, Newark, DE, USA
| | - Tyler Wiedmeyer
- Department of Entomology and Wildlife Ecology, University of Delaware, Newark, DE, USA
| | - Ashley Kennedy
- Mosquito Control Section, Division of Fish & Wildlife, Delaware Department of Natural Resources and Environmental Control, DE, USA
| | - Lauren Maestas
- Mosquito Control Section, Division of Fish & Wildlife, Delaware Department of Natural Resources and Environmental Control, DE, USA; Cattle Fever Tick Research Laboratory, USDA, Agricultural Research Service, Edinburg, TX, USA
| | - Michael Buoni
- Delaware Technical Community College, Georgetown, DE, USA; Department of Medical and Molecular Sciences, University of Delaware, Newark, DE, USA
| | - Arif Ciloglu
- Department of Parasitology, Faculty of Veterinary Medicine, Erciyes University, Kayseri, Türkiye; Vectors and Vector-Borne Diseases Implementation and Research Center, Erciyes University, Kayseri, Türkiye
| | - Vincenzo A Ellis
- Department of Entomology and Wildlife Ecology, University of Delaware, Newark, DE, USA.
| |
Collapse
|
7
|
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.
Collapse
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
| |
Collapse
|
8
|
Fulk A, Huang W, Agusto F. Exploring the Effects of Prescribed Fire on Tick Spread and Propagation in a Spatial Setting. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022; 2022:5031806. [PMID: 35422874 PMCID: PMC9005326 DOI: 10.1155/2022/5031806] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 03/07/2022] [Indexed: 12/01/2022]
Abstract
Lyme disease is one of the most prominent tick-borne diseases in the United States, and prevalence of the disease has been steadily increasing over the past several decades due to a number of factors, including climate change. Methods for control of the disease have been considered, one of which is prescribed burning. In this paper, the effects of prescribed burns on the abundance of ticks present in a spatial domain are assessed. A spatial stage-structured tick-host model with an impulsive differential equation system is developed to simulate the effect that controlled burning has on tick populations. Subsequently, a global sensitivity analysis is performed to evaluate the effect of various model parameters on the prevalence of infectious nymphs. Results indicate that while ticks can recover relatively quickly following a burn, yearly, high-intensity prescribed burns can reduce the prevalence of ticks in and around the area that is burned. The use of prescribed burns in preventing the establishment of ticks into new areas is also explored, and it is observed that frequent burning can slow establishment considerably.
Collapse
Affiliation(s)
- Alexander Fulk
- Department of Ecology and Evolutionary Biology, University of Kansas, Lawrence KS, USA
| | - Weizhang Huang
- Department of Mathematics, University of Kansas, Lawrence KS, USA
| | - Folashade Agusto
- Department of Ecology and Evolutionary Biology, University of Kansas, Lawrence KS, USA
| |
Collapse
|
9
|
Lin YP, Tufts DM, Combs M, Dupuis AP, Marcinkiewicz AL, Hirsbrunner AD, Diaz AJ, Stout JL, Blom AM, Strle K, Davis AD, Kramer LD, Kolokotronis SO, Diuk-Wasser MA. Cellular and immunological mechanisms influence host-adapted phenotypes in a vector-borne microparasite. Proc Biol Sci 2022; 289:20212087. [PMID: 35193398 PMCID: PMC8864362 DOI: 10.1098/rspb.2021.2087] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Accepted: 01/18/2022] [Indexed: 01/15/2023] Open
Abstract
Predicting pathogen emergence and spillover risk requires understanding the determinants of a pathogens' host range and the traits involved in host competence. While host competence is often considered a fixed species-specific trait, it may be variable if pathogens diversify across hosts. Balancing selection can lead to maintenance of pathogen polymorphisms (multiple-niche-polymorphism; MNP). The causative agent of Lyme disease, Borrelia burgdorferi (Bb), provides a model to study the evolution of host adaptation, as some Bb strains defined by their outer surface protein C (ospC) genotype, are widespread in white-footed mice and others are associated with non-rodent vertebrates (e.g. birds). To identify the mechanisms underlying potential strain × host adaptation, we infected American robins and white-footed mice, with three Bb strains of different ospC genotypes. Bb burdens varied by strain in a host-dependent fashion, and strain persistence in hosts largely corresponded to Bb survival at early infection stages and with transmission to larvae (i.e. fitness). Early survival phenotypes are associated with cell adhesion, complement evasion and/or inflammatory and antibody-mediated removal of Bb, suggesting directional selective pressure for host adaptation and the potential role of MNP in maintaining OspC diversity. Our findings will guide future investigations to inform eco-evolutionary models of host adaptation for microparasites.
Collapse
Affiliation(s)
- Yi-Pin Lin
- Division of Infectious Diseases, Wadsworth Center, NYSDOH, Albany, NY, USA
- Department of Biomedical Sciences, SUNY Albany, Albany, NY, USA
| | - Danielle M. Tufts
- Department of Ecology, Evolution, and Environmental Biology, Columbia University, New York, NY, USA
- Infectious Diseases and Microbiology Department, University of Pittsburgh, Pittsburgh, PA, USA
| | - Matthew Combs
- Department of Ecology, Evolution, and Environmental Biology, Columbia University, New York, NY, USA
| | - Alan P. Dupuis
- Division of Infectious Diseases, Wadsworth Center, NYSDOH, Albany, NY, USA
| | | | | | - Alexander J. Diaz
- Division of Infectious Diseases, Wadsworth Center, NYSDOH, Albany, NY, USA
| | - Jessica L. Stout
- Division of Infectious Diseases, Wadsworth Center, NYSDOH, Albany, NY, USA
| | - Anna M. Blom
- Division of Medical Protein Chemistry, Department of Translational Medicine, Lund University, Malmo, Sweden
| | - Klemen Strle
- Division of Infectious Diseases, Wadsworth Center, NYSDOH, Albany, NY, USA
- Department of Biomedical Sciences, SUNY Albany, Albany, NY, USA
| | - April D. Davis
- Division of Infectious Diseases, Wadsworth Center, NYSDOH, Albany, NY, USA
| | - Laura D. Kramer
- Division of Infectious Diseases, Wadsworth Center, NYSDOH, Albany, NY, USA
- Department of Biomedical Sciences, SUNY Albany, Albany, NY, USA
| | - Sergios-Orestis Kolokotronis
- Department of Epidemiology and Biostatistics, School of Public Health, College of Medicine, SUNY Downstate Health Sciences University, Brooklyn, NY, USA
- Institute for Genomic Health, College of Medicine, SUNY Downstate Health Sciences University, Brooklyn, NY, USA
- Division of Infectious Diseases, Department of Medicine, College of Medicine, SUNY Downstate Health Sciences University, Brooklyn, NY, USA
| | - Maria A. Diuk-Wasser
- Department of Ecology, Evolution, and Environmental Biology, Columbia University, New York, NY, USA
| |
Collapse
|
10
|
Lilly M, Amaya-Mejia W, Pavan L, Peng C, Crews A, Tran N, Sehgal R, Swei A. Local Community Composition Drives Avian Borrelia burgdorferi Infection and Tick Infestation. Vet Sci 2022; 9:55. [PMID: 35202308 PMCID: PMC8875765 DOI: 10.3390/vetsci9020055] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 01/23/2022] [Accepted: 01/25/2022] [Indexed: 02/01/2023] Open
Abstract
Globally, zoonotic vector-borne diseases are on the rise and understanding their complex transmission cycles is pertinent to mitigating disease risk. In North America, Lyme disease is the most commonly reported vector-borne disease and is caused by transmission of Borrelia burgdorferi sensu lato (s.l.) from Ixodes spp. ticks to a diverse group of vertebrate hosts. Small mammal reservoir hosts are primarily responsible for maintenance of B. burgdorferi s.l. across the United States. Nevertheless, birds can also be parasitized by ticks and are capable of infection with B. burgdorferi s.l. but their role in B. burgdorferi s.l. transmission dynamics is understudied. Birds could be important in both the maintenance and spread of B. burgdorferi s.l. and ticks because of their high mobility and shared habitat with important mammalian reservoir hosts. This study aims to better understand the role of avian hosts in tick-borne zoonotic disease transmission cycles in the western United States. We surveyed birds, mammals, and ticks at nine sites in northern California for B. burgdorferi s.l. infection and collected data on other metrics of host community composition such as abundance and diversity of birds, small mammals, lizards, predators, and ticks. We found 22.8% of birds infected with B. burgdorferi s.l. and that the likelihood of avian B. burgdorferi s.l. infection was significantly associated with local host community composition and pathogen prevalence in California. Additionally, we found an average tick burden of 0.22 ticks per bird across all species. Predator and lizard abundances were significant predictors of avian tick infestation. These results indicate that birds are relevant hosts in the local B. burgdorferi s.l. transmission cycle in the western United States and quantifying their role in the spread and maintenance of Lyme disease requires further research.
Collapse
Affiliation(s)
- Marie Lilly
- Department of Biology, San Francisco State University, 1600 Holloway Ave., San Francisco, CA 94132, USA; (N.T.); (R.S.)
| | - Wilmer Amaya-Mejia
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, 612 Charles E. Young Drive East, Los Angeles, CA 90095, USA;
| | - Lucas Pavan
- Department of Biology, Stanford University, 371 Jane Stanford Way, Stanford, CA 94305, USA;
| | - Ceili Peng
- Department of Biology, Massachusetts Institute of Technology, 31 Ames St., Cambridge, MA 02142, USA;
| | - Arielle Crews
- San Mateo County Mosquito and Vector Control District, 1351 Rollins Road, Burlingame, CA 94010, USA;
| | - Nghia Tran
- Department of Biology, San Francisco State University, 1600 Holloway Ave., San Francisco, CA 94132, USA; (N.T.); (R.S.)
| | - Ravinder Sehgal
- Department of Biology, San Francisco State University, 1600 Holloway Ave., San Francisco, CA 94132, USA; (N.T.); (R.S.)
| | - Andrea Swei
- Department of Biology, San Francisco State University, 1600 Holloway Ave., San Francisco, CA 94132, USA; (N.T.); (R.S.)
| |
Collapse
|
11
|
Zinck CB, Lloyd VK. Borrelia burgdorferi and Borrelia miyamotoi in Atlantic Canadian wildlife. PLoS One 2022; 17:e0262229. [PMID: 35061805 PMCID: PMC8782396 DOI: 10.1371/journal.pone.0262229] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 12/20/2021] [Indexed: 11/23/2022] Open
Abstract
Borrelia burgdorferi and Borrelia miyamotoi are tick-vectored zoonotic pathogens maintained in wildlife species. Tick populations are establishing in new areas globally in response to climate change and other factors. New Brunswick is a Canadian maritime province at the advancing front of tick population establishment and has seen increasing numbers of ticks carrying B. burgdorferi, and more recently B. miyamotoi. Further, it is part of a region of Atlantic Canada with wildlife species composition differing from much of continental North America and little information exists as to the presence and frequency of infection of Borrelia spp. in wildlife in this region. We used a citizen science approach to collect a wide range of animals including migratory birds, medium-sized mammals, and small mammals. In total we tested 339 animals representing 20 species for the presence of B. burgdorferi and B. miyamotoi. We have developed new nested PCR primers and a protocol with excellent specificity for detecting both of these Borrelia species, both single and double infections, in tissues and organs of various wildlife species. The positive animals were primarily small non-migratory mammals, approximately twice as many were infected with B. burgdorferi than B. miyamotoi and one animal was found infected with both. In addition to established reservoir species, the jumping mouse (Napaeozapus insignis) was found frequently infected; this species had the highest infection prevalence for both B. burgdorferi and B. miyamotoi and has not previously been identified as an important carrier for either Borrelia species. Comprehensive testing of tissues found that all instances of B. burgdorferi infection were limited to one tissue within the host, whereas two of the five B. miyamotoi infections were diffuse and found in multiple systems. In the one coinfected specimen, two fetuses were also recovered and found infected with B. miyamotoi. This presumptive transplacental transmission suggests that vertical transmission in mammals is possible. This finding implies that B. miyamotoi could rapidly spread into wildlife populations, as well as having potential human health implications.
Collapse
Affiliation(s)
- Christopher B. Zinck
- Western College of Veterinary Medicine, University of Saskatchewan, Saskatchewan, Canada
| | - Vett K. Lloyd
- Department of Biology, Mount Allison University, Sackville, New Brunswick, Canada
- * E-mail:
| |
Collapse
|
12
|
A Borrelia burgdorferi outer surface protein C (OspC) genotyping method using Luminex technology. PLoS One 2022; 17:e0269266. [PMID: 35648767 PMCID: PMC9159548 DOI: 10.1371/journal.pone.0269266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 05/17/2022] [Indexed: 11/30/2022] Open
Abstract
Borrelia burgdorferi is an important tickborne human pathogen comprising several strains based on nucleotide sequence of the outer surface protein C (ospC) gene. Detection and characterization of different ospC genotypes is vital for research on B. burgdorferi and the risk it poses to humans. Here we present a novel, multiplex assay based on Luminex xMAP technology for the detection of B. burgdorferi ospC genotypes. The assay has five major steps: amplification of the ospC gene, hydrolyzation of surplus primers and nucleotides, incorporation of biotinylated nucleotides into the template DNA, hybridization to Luminex microspheres, and detection of fluorescent signals corresponding to each ospC genotype. We validated the protocol by comparing results obtained from our method against results from an established ospC genotyping method. This protocol can be used for the characterization of ospC genotypes in B. burgdorferi infected ticks, reservoir hosts, and/or clinical samples.
Collapse
|
13
|
MacDonald H, Akçay E, Brisson D. The role of host phenology for parasite transmission. THEOR ECOL-NETH 2021; 14:123-143. [PMID: 34721722 PMCID: PMC8549968 DOI: 10.1007/s12080-020-00484-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Accepted: 09/20/2020] [Indexed: 11/27/2022]
Abstract
Phenology is a fundamental determinant of species distributions, abundances, and interactions. In host–parasite interactions, host phenology can affect parasite fitness due to the temporal constraints it imposes on host contact rates. However, it remains unclear how parasite transmission is shaped by the wide range of phenological patterns observed in nature. We develop a mathematical model of the Lyme disease system to study the consequences of differential tick developmental-stage phenology for the transmission of B. burgdorferi. Incorporating seasonal tick activity can increase B. burgdorferi fitness compared to continuous tick activity but can also prevent transmission completely. B. burgdorferi fitness is greatest when the activity period of the infectious nymphal stage slightly precedes the larval activity period. Surprisingly, B. burgdorferi is eradicated if the larval activity period begins long after the end of nymphal activity due to a feedback with mouse population dynamics. These results highlight the importance of phenology, a common driver of species interactions, for the fitness of a parasite.
Collapse
Affiliation(s)
- Hannelore MacDonald
- Department of Biology, University of Pennsylvania, Philadelphia, Pennsylvania 19104 USA
| | - Erol Akçay
- Department of Biology, University of Pennsylvania, Philadelphia, Pennsylvania 19104 USA
| | - Dustin Brisson
- Department of Biology, University of Pennsylvania, Philadelphia, Pennsylvania 19104 USA
| |
Collapse
|
14
|
Diuk-Wasser MA, VanAcker MC, Fernandez MP. Impact of Land Use Changes and Habitat Fragmentation on the Eco-epidemiology of Tick-Borne Diseases. JOURNAL OF MEDICAL ENTOMOLOGY 2021; 58:1546-1564. [PMID: 33095859 DOI: 10.1093/jme/tjaa209] [Citation(s) in RCA: 106] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Indexed: 06/11/2023]
Abstract
The incidence of tick-borne diseases has increased in recent decades and accounts for the majority of vector-borne disease cases in temperate areas of Europe, North America, and Asia. This emergence has been attributed to multiple and interactive drivers including changes in climate, land use, abundance of key hosts, and people's behaviors affecting the probability of human exposure to infected ticks. In this forum paper, we focus on how land use changes have shaped the eco-epidemiology of Ixodes scapularis-borne pathogens, in particular the Lyme disease spirochete Borrelia burgdorferi sensu stricto in the eastern United States. We use this as a model system, addressing other tick-borne disease systems as needed to illustrate patterns or processes. We first examine how land use interacts with abiotic conditions (microclimate) and biotic factors (e.g., host community composition) to influence the enzootic hazard, measured as the density of host-seeking I. scapularis nymphs infected with B. burgdorferi s.s. We then review the evidence of how specific landscape configuration, in particular forest fragmentation, influences the enzootic hazard and disease risk across spatial scales and urbanization levels. We emphasize the need for a dynamic understanding of landscapes based on tick and pathogen host movement and habitat use in relation to human resource provisioning. We propose a coupled natural-human systems framework for tick-borne diseases that accounts for the multiple interactions, nonlinearities and feedbacks in the system and conclude with a call for standardization of methodology and terminology to help integrate studies conducted at multiple scales.
Collapse
Affiliation(s)
- Maria A Diuk-Wasser
- Department of Ecology, Evolution and Environmental Biology, Columbia University, New York
| | - Meredith C VanAcker
- Department of Ecology, Evolution and Environmental Biology, Columbia University, New York
| | - Maria P Fernandez
- Department of Ecology, Evolution and Environmental Biology, Columbia University, New York
| |
Collapse
|
15
|
Ford L, Tufts DM. Lyme Neuroborreliosis: Mechanisms of B. burgdorferi Infection of the Nervous System. Brain Sci 2021; 11:brainsci11060789. [PMID: 34203671 PMCID: PMC8232152 DOI: 10.3390/brainsci11060789] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2021] [Revised: 06/05/2021] [Accepted: 06/09/2021] [Indexed: 11/16/2022] Open
Abstract
Lyme borreliosis is the most prevalent tick-borne disease in the United States, infecting ~476,000 people annually. Borrelia spp. spirochetal bacteria are the causative agents of Lyme disease in humans and are transmitted by Ixodes spp ticks. Clinical manifestations vary depending on which Borrelia genospecies infects the patient and may be a consequence of distinct organotropism between species. In the US, B. burgdorferi sensu stricto is the most commonly reported genospecies and infection can manifest as mild to severe symptoms. Different genotypes of B. burgdorferi sensu stricto may be responsible for causing varying degrees of clinical manifestations. While the majority of Lyme borreliae-infected patients fully recover with antibiotic treatment, approximately 15% of infected individuals experience long-term neurological and psychological symptoms that are unresponsive to antibiotics. Currently, long-term antibiotic treatment remains the only FDA-approved option for those suffering from these chronic effects. Here, we discuss the current knowledge pertaining to B. burgdorferi sensu stricto infection in the central nervous system (CNS), termed Lyme neuroborreliosis (LNB), within North America and specifically the United States. We explore the molecular mechanisms of spirochete entry into the brain and the role B. burgdorferi sensu stricto genotypes play in CNS infectivity. Understanding infectivity can provide therapeutic targets for LNB treatment and offer public health understanding of the B. burgdorferi sensu stricto genotypes that cause long-lasting symptoms.
Collapse
Affiliation(s)
- Lenzie Ford
- Neuroscience Research Institute, University of California, Santa Barbara, CA 93106, USA
- Correspondence: (L.F.); (D.M.T.)
| | - Danielle M. Tufts
- Infectious Diseases and Microbiology Department, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261, USA
- Correspondence: (L.F.); (D.M.T.)
| |
Collapse
|
16
|
Adams B, Walter KS, Diuk-Wasser MA. Host Specialisation, Immune Cross-Reaction and the Composition of Communities of Co-circulating Borrelia Strains. Bull Math Biol 2021; 83:66. [PMID: 33939028 PMCID: PMC8093179 DOI: 10.1007/s11538-021-00896-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Accepted: 03/27/2021] [Indexed: 10/25/2022]
Abstract
We use mathematical modelling to examine how microbial strain communities are structured by the host specialisation traits and antigenic relationships of their members. The model is quite general and broadly applicable, but we focus on Borrelia burgdorferi, the Lyme disease bacterium, transmitted by ticks to mice and birds. In this system, host specialisation driven by the evasion of innate immunity has been linked to multiple niche polymorphism, while antigenic differentiation driven by the evasion of adaptive immunity has been linked to negative frequency dependence. Our model is composed of two host species, one vector, and multiple co-circulating pathogen strains that vary in their host specificity and their antigenic distances from one another. We explore the conditions required to maintain pathogen diversity. We show that the combination of host specificity and antigenic differentiation creates an intricate niche structure. Unequivocal rules that relate the stability of a strain community directly to the trait composition of its members are elusive. However, broad patterns are evident. When antigenic differentiation is weak, stable communities are typically composed entirely of generalists that can exploit either host species equally well. As antigenic differentiation increases, more diverse stable communities emerge, typically around trait compositions of generalists, generalists and very similar specialists, and specialists roughly balanced between the two host species.
Collapse
Affiliation(s)
- Ben Adams
- Department of Mathematical Sciences, University of Bath, Bath, UK.
| | - Katharine S Walter
- Division of Infectious Disease and Geographic Medicine, Stanford School of Medicine, Stanford, USA
| | - Maria A Diuk-Wasser
- Department of Ecology, Evolution and Environmental Biology, Columbia University, New York, USA
| |
Collapse
|
17
|
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.
Collapse
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
| |
Collapse
|
18
|
Cutler SJ, Vayssier-Taussat M, Estrada-Peña A, Potkonjak A, Mihalca AD, Zeller H. Tick-borne diseases and co-infection: Current considerations. Ticks Tick Borne Dis 2020; 12:101607. [PMID: 33220628 DOI: 10.1016/j.ttbdis.2020.101607] [Citation(s) in RCA: 69] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2018] [Revised: 10/10/2020] [Accepted: 11/05/2020] [Indexed: 02/08/2023]
Abstract
Over recent years, a multitude of pathogens have been reported to be tick-borne. Given this, it is unsurprising that these might co-exist within the same tick, however our understanding of the interactions of these agents both within the tick and vertebrate host remains poorly defined. Despite the rich diversity of ticks, relatively few regularly feed on humans, 12 belonging to argasid and 20 ixodid species, and literature on co-infection is only available for a few of these species. The interplay of various pathogen combinations upon the vertebrate host and tick vector represents a current knowledge gap. The impact of co-infection in humans further extends into diagnostic challenges arising when multiple pathogens are encountered and we have little current data upon which to make therapeutic recommendations for those with multiple infections. Despite these short-comings, there is now increasing recognition of co-infections and current research efforts are providing valuable insights into dynamics of pathogen interactions whether they facilitate or antagonise each other. Much of this existing data is focussed upon simultaneous infection, however the consequences of sequential infection also need to be addressed. To this end, it is timely to review current understanding and highlight those areas still to address.
Collapse
Affiliation(s)
- Sally J Cutler
- School of Health, Sport & Bioscience, University of East London, London, E15 4LZ, UK.
| | | | - Agustín Estrada-Peña
- Department of Animal Health, Faculty of Veterinary Medicine, University of Zaragoza, Spain
| | - Aleksandar Potkonjak
- Department of Veterinary Medicine, Faculty of Agriculture, University of Novi Sad, Serbia
| | - Andrei D Mihalca
- Department of Parasitology and Parasitic Diseases, University of Agricultural Sciences and Veterinary Medicine Cluj-Napoca, Romania
| | - Hervé Zeller
- European Centre for Disease Prevention and Control, Solna, Sweden
| |
Collapse
|
19
|
Lin YP, Diuk-Wasser MA, Stevenson B, Kraiczy P. Complement Evasion Contributes to Lyme Borreliae-Host Associations. Trends Parasitol 2020; 36:634-645. [PMID: 32456964 DOI: 10.1016/j.pt.2020.04.011] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 04/17/2020] [Accepted: 04/17/2020] [Indexed: 01/31/2023]
Abstract
Lyme disease is the most common vector-borne disease in the northern hemisphere and is caused by spirochetes of the Borrelia burgdorferi sensu lato complex. Lyme borreliae infect diverse vertebrate reservoirs without triggering apparent manifestations in these animals; however, Lyme borreliae strains differ in their reservoir hosts. The mechanisms that drive those differences are unknown. To survive in vertebrate hosts, Lyme borreliae require the ability to escape from host defense mechanisms, in particular complement. To facilitate the evasion of complement, Lyme borreliae produce diverse proteins at different stages of infection, allowing them to persistently survive without being recognized by hosts and potentially resulting in host-specific infection. This review discusses the current knowledge regarding the ecology and evolutionary mechanisms of Lyme borreliae-host associations driven by complement evasion.
Collapse
Affiliation(s)
- Yi-Pin Lin
- Division of Infectious Diseases, Wadsworth Center, New York State Department of Health, Albany, NY, USA; Department of Biomedical Science, State University of New York at Albany, NY, USA.
| | - Maria A Diuk-Wasser
- Department of Ecology, Evolution and Environmental Biology, Columbia University, New York, NY, USA
| | - Brian Stevenson
- Department of Microbiology, Immunology, and Molecular Genetics, University of Kentucky College of Medicine, Lexington, KY, USA; Department of Entomology, University of Kentucky, Lexington, KY, USA
| | - Peter Kraiczy
- Institute of Medical Microbiology and Infection Control, University Hospital of Frankfurt, Goethe University Frankfurt, D-60596 Frankfurt, Germany.
| |
Collapse
|
20
|
Norte AC, Margos G, Becker NS, Albino Ramos J, Núncio MS, Fingerle V, Araújo PM, Adamík P, Alivizatos H, Barba E, Barrientos R, Cauchard L, Csörgő T, Diakou A, Dingemanse NJ, Doligez B, Dubiec A, Eeva T, Flaisz B, Grim T, Hau M, Heylen D, Hornok S, Kazantzidis S, Kováts D, Krause F, Literak I, Mänd R, Mentesana L, Morinay J, Mutanen M, Neto JM, Nováková M, Sanz JJ, Pascoal da Silva L, Sprong H, Tirri IS, Török J, Trilar T, Tyller Z, Visser ME, Lopes de Carvalho I. Host dispersal shapes the population structure of a tick-borne bacterial pathogen. Mol Ecol 2020; 29:485-501. [PMID: 31846173 DOI: 10.1111/mec.15336] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2018] [Revised: 08/02/2019] [Accepted: 12/11/2019] [Indexed: 01/25/2023]
Abstract
Birds are hosts for several zoonotic pathogens. Because of their high mobility, especially of longdistance migrants, birds can disperse these pathogens, affecting their distribution and phylogeography. We focused on Borrelia burgdorferi sensu lato, which includes the causative agents of Lyme borreliosis, as an example for tick-borne pathogens, to address the role of birds as propagation hosts of zoonotic agents at a large geographical scale. We collected ticks from passerine birds in 11 European countries. B. burgdorferi s.l. prevalence in Ixodes spp. was 37% and increased with latitude. The fieldfare Turdus pilaris and the blackbird T. merula carried ticks with the highest Borrelia prevalence (92 and 58%, respectively), whereas robin Erithacus rubecula ticks were the least infected (3.8%). Borrelia garinii was the most prevalent genospecies (61%), followed by B. valaisiana (24%), B. afzelii (9%), B. turdi (5%) and B. lusitaniae (0.5%). A novel Borrelia genospecies "Candidatus Borrelia aligera" was also detected. Multilocus sequence typing (MLST) analysis of B. garinii isolates together with the global collection of B. garinii genotypes obtained from the Borrelia MLST public database revealed that: (a) there was little overlap among genotypes from different continents, (b) there was no geographical structuring within Europe, and (c) there was no evident association pattern detectable among B. garinii genotypes from ticks feeding on birds, questing ticks or human isolates. These findings strengthen the hypothesis that the population structure and evolutionary biology of tick-borne pathogens are shaped by their host associations and the movement patterns of these hosts.
Collapse
Affiliation(s)
- Ana Cláudia Norte
- MARE - Marine and Environmental Sciences Centre, University of Coimbra, Coimbra, Portugal.,Center for Vector and Infectious Diseases Research, National Institute of Health Dr. Ricardo Jorge, Lisbon, Portugal
| | - Gabriele Margos
- German National Reference Centre for Borrelia (NRZ), Bavarian Health and Food Safety Authority (LGL), Oberschleissheim, Germany
| | - Noémie S Becker
- Division of Evolutionary Biology, Faculty of Biology, LMU Munich, Planegg-Martinsried, Germany
| | - Jaime Albino Ramos
- MARE - Marine and Environmental Sciences Centre, University of Coimbra, Coimbra, Portugal
| | - Maria Sofia Núncio
- Center for Vector and Infectious Diseases Research, National Institute of Health Dr. Ricardo Jorge, Lisbon, Portugal
| | - Volker Fingerle
- German National Reference Centre for Borrelia (NRZ), Bavarian Health and Food Safety Authority (LGL), Oberschleissheim, Germany
| | - Pedro Miguel Araújo
- MARE - Marine and Environmental Sciences Centre, University of Coimbra, Coimbra, Portugal
| | - Peter Adamík
- Department of Zoology, Palacky University, Olomouc, Czech Republic
| | | | - Emilio Barba
- Instituto Cavanilles de Biodiversidad y Biología Evolutiva (ICBiBE), Universidad de Valencia, Valencia, Spain
| | - Rafael Barrientos
- Department of Biodiversity, Ecology and Evolution, Universidad Complutense de Madrid, Madrid, Spain
| | - Laure Cauchard
- School of Biological Sciences, University of Aberdeen, Aberdeen, United Kingdom
| | - Tibor Csörgő
- Ócsa Bird Ringing Station, Ócsa, Hungary.,Department of Anatomy, Cell and Developmental Biology, Eötvös Loránd University, Budapest, Hungary
| | - Anastasia Diakou
- Laboratory of Parasitology and Parasitic Diseases, Faculty of Health Sciences, School of Veterinary Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Niels J Dingemanse
- Behavioural Ecology, Department of Biology, Ludwig Maximilians University of Munich, Planegg-Martinsried, Germany
| | - Blandine Doligez
- CNRS - Department of Biometry and Evolutionary Biology (LBBE) - University Lyon 1, University of Lyon, Villeurbanne, France
| | - Anna Dubiec
- Museum and Institute of Zoology, Polish Academy of Sciences, Warszawa, Poland
| | - Tapio Eeva
- Department of Biology, University of Turku, Turku, Finland
| | - Barbara Flaisz
- Department of Parasitology and Zoology, University of Veterinary Medicine, Budapest, Hungary
| | - Tomas Grim
- Department of Zoology, Palacky University, Olomouc, Czech Republic
| | - Michaela Hau
- Evolutionary Physiology Laboratory, Max Planck Institute for Ornithology, Seewiesen, Germany
| | - Dieter Heylen
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ, USA.,Interuniversity Institute for Biostatistics and Statistical Bioinformatics, Hasselt University, Diepenbeek, Belgium
| | - Sándor Hornok
- Department of Parasitology and Zoology, University of Veterinary Medicine, Budapest, Hungary
| | - Savas Kazantzidis
- Forest Research Institute, Hellenic Agricultural Organization "DEMETER", Thesaloniki, Greece
| | - David Kováts
- Ócsa Bird Ringing Station, Ócsa, Hungary.,Hungarian Biodiversity Research Society, Budapest, Hungary
| | | | - Ivan Literak
- Department of Biology and Wildlife Diseases, Faculty of Veterinary Hygiene and Ecology, University of Veterinary and Pharmaceutical Sciences Brno, Brno, Czech Republic
| | - Raivo Mänd
- Department of Zoology, University of Tartu, Tartu, Estonia
| | - Lucia Mentesana
- Evolutionary Physiology Laboratory, Max Planck Institute for Ornithology, Seewiesen, Germany
| | - Jennifer Morinay
- CNRS - Department of Biometry and Evolutionary Biology (LBBE) - University Lyon 1, University of Lyon, Villeurbanne, France.,Department of Ecology and Evolution, Animal Ecology, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
| | - Marko Mutanen
- Department of Ecology and Genetics, University of Oulu, Oulu, Finland
| | - Júlio Manuel Neto
- Department of Biology, Molecular Ecology and Evolution Lab, University of Lund, Lund, Sweden
| | - Markéta Nováková
- Department of Biology and Wildlife Diseases, Faculty of Veterinary Hygiene and Ecology, University of Veterinary and Pharmaceutical Sciences Brno, Brno, Czech Republic.,Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Juan José Sanz
- Departamento de Ecología Evolutiva, Museo Nacional de Ciencias Naturales (CSIC), Madrid, Spain
| | - Luís Pascoal da Silva
- Department of Life Sciences, CFE - Centre for Functional Ecology - Science for People & the Planet, University of Coimbra, Coimbra, Portugal.,CIBIO-InBIO, Research Center in Biodiversity and Genetic Resources, University of Porto, Porto, Portugal
| | - Hein Sprong
- National Institute of Public Health and Environment (RIVM), Laboratory for Zoonoses and Environmental Microbiology, Bilthoven, The Netherlands
| | - Ina-Sabrina Tirri
- Finnish Museum of Natural History, University of Helsinki, Helsinki, Finland
| | - János Török
- Behavioural Ecology Group, Department of Systematic Zoology and Ecology, Eötvös Loránd University, Budapest, Hungary
| | - Tomi Trilar
- Slovenian Museum of Natural History, Ljubljana, Slovenia
| | - Zdeněk Tyller
- Department of Zoology, Palacky University, Olomouc, Czech Republic.,Museum of the Moravian Wallachia Region, Vsetín, Czech Republic
| | - Marcel E Visser
- Department of Animal Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands
| | - Isabel Lopes de Carvalho
- Center for Vector and Infectious Diseases Research, National Institute of Health Dr. Ricardo Jorge, Lisbon, Portugal
| |
Collapse
|
21
|
Michalik J, Wodecka B, Liberska J, Dabert M, Postawa T, Piksa K, Stańczak J. Diversity of Borrelia burgdorferi sensu lato species in Ixodes ticks (Acari: Ixodidae) associated with cave-dwelling bats from Poland and Romania. Ticks Tick Borne Dis 2019; 11:101300. [PMID: 31631051 DOI: 10.1016/j.ttbdis.2019.101300] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Revised: 08/26/2019] [Accepted: 09/18/2019] [Indexed: 10/26/2022]
Abstract
Bats comprise one quarter of the world's mammal species. In Europe, three nidicolous Ixodes tick species, I. vespertilionis, I. simplex and I. ariadnae are specifically associated with cave-dwelling bats, but their role as potential vectors of zoonotic agents is unknown. In this study, we used PCR-based methods to provide the first evidence of Borrelia burgdorferi sensu lato (s.l.) infections in the three bat-associated tick species collected from ten bat species sampled in Poland and Romania. B. burgdorferi s.l. was detected in 24% (64/266) of tick samples, and 40.3% (60/149) of the bats carried infected chiropterophilic ticks. In Poland, the B. burgdorferi s.l. infection prevelance of I. ariadnae ticks parasitizing Myotis species was four times higher compared to the I. vespertilionis ticks derived from Rhinolophus hipposideros bats (44.4% vs.10%, respectively). The observed differences in infection prevalence could be explained by differences in reservoir potential between bat species. Bats from the genus Myotis and Miniopterus schreibersii carried more infected ticks than R. hipposideros regardless of the tick species. Analysis of the flaB gene sequences revealed seven species from the B. burgdorferi s.l. complex (B. afzelii, B. carolinensis, B. garinii, B. lanei, B. spielmanii, B. burgdorferi s.s., and B. valaisiana), of which five are considered as human pathogens. This large diversity of Borrelia species may reflect differences in susceptibility of chiropteran hosts and/or the tick vectors. Generally, mammal-associated B. burgdorferi s.l. species were more common than bird-associated species. Our study provides evidence for new enzootic transmission cycles of B. burgdorferi s.l. spirochetes involving nidicolous Ixodes tick species and cave-dwelling bats.
Collapse
Affiliation(s)
- Jerzy Michalik
- Department of Animal Morphology, Faculty of Biology, Adam Mickiewicz University, Poznań, Poland.
| | - Beata Wodecka
- Department of General and Molecular Genetics, Faculty of Biology, Szczecin University, Szczecin, Poland
| | - Justyna Liberska
- Molecular Biology Techniques Lab., Faculty of Biology, Adam Mickiewicz University, Poznań, Poland
| | - Mirosława Dabert
- Molecular Biology Techniques Lab., Faculty of Biology, Adam Mickiewicz University, Poznań, Poland
| | - Tomasz Postawa
- Institute of Systematics and Evolution of Animals, Polish Academy of Sciences, Kraków, Poland
| | - Krzysztof Piksa
- Department of Vertebrate Zoology and Human Biology, Institute of Biology, Cracow Pedagogical University, Kraków, Poland
| | - Joanna Stańczak
- Department of Tropical Parasitology, Medical University of Gdańsk, Gdynia, Poland
| |
Collapse
|
22
|
Fischhoff IR, Keesing F, Pendleton J, DePietro D, Teator M, Duerr STK, Mowry S, Pfister A, LaDeau SL, Ostfeld RS. Assessing Effectiveness of Recommended Residential Yard Management Measures Against Ticks. JOURNAL OF MEDICAL ENTOMOLOGY 2019; 56:1420-1427. [PMID: 31120510 PMCID: PMC6736118 DOI: 10.1093/jme/tjz077] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Indexed: 05/13/2023]
Abstract
Public health authorities recommend a range of nonchemical measures to control blacklegged ticks Ixodes scapularis Say, 1821 (Ixodida: Ixodidae) in residential yards. Here we enumerate these recommendations and assess their relationship to larval tick abundance in 143 yards in Dutchess County, New York, an area with high Lyme disease incidence. We examined the relationship between larval tick abundance and eight property features related to recommendations from public health agencies: presence or absence of outdoor cats, wood piles, trash, stone walls, wood chip barriers separating lawn from adjacent forest, bird feeders, fencing, and prevalence of Japanese barberry (Berberis thunbergii DC [Ranunculales: Berberidaceae]). We assessed abundance of larval ticks using two methods, flagging for questing ticks and visual examination of ticks on white-footed mice Peromyscus leucopus Rafinesque, 1818 (Rodentia: Cricetidae). More questing larvae were found in yards where trash or stone walls were present. These effects were less pronounced as forest area increased within the yard. Counts of larvae per mouse were lower in properties with >75% of the yard fenced than in properties with less fencing. We find partial support for recommendations regarding trash, stone walls, and fencing. We did not detect effects of outdoor cats, bird feeders, barriers, wood piles, or Japanese barberry. There was low statistical power to detect effects of ground barriers (gravel, mulch, or woodchip), which were present in only two properties.
Collapse
Affiliation(s)
- Ilya R Fischhoff
- Cary Institute of Ecosystem Studies, Millbrook, NY
- Corresponding author, e-mail:
| | | | | | | | | | | | - Stacy Mowry
- Cary Institute of Ecosystem Studies, Millbrook, NY
| | | | | | | |
Collapse
|
23
|
Beckmann S, Freund R, Pehl H, Rodgers A, Venegas T. Rodent species as possible reservoirs of Borrelia burgdorferi in a prairie ecosystem. Ticks Tick Borne Dis 2019; 10:1162-1167. [PMID: 31248821 DOI: 10.1016/j.ttbdis.2019.06.011] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Revised: 06/11/2019] [Accepted: 06/12/2019] [Indexed: 11/16/2022]
Abstract
Lyme borreliosis is the most commonly reported vector-borne disease in the United States and Europe. It is caused by a group of spirochete bacteria belonging to the Borrelia burgdorferi sensu lato complex. These pathogens are transmitted among vertebrate reservoir hosts through the bite of hard-bodied ticks. While the enzootic cycle of Borrelia transmission is well understood in its primary reservoir, the white-footed mouse, Peromyscus leucopus, far less is known about other reservoir hosts, particularly in grassland ecosystems. This study assessed the prevalence of B. burgdorferi s. l. among four non-Peromyscus rodents in a prairie ecosystem in the Midwestern United States over a four-year period. We found high prevalences of the bacteria in all four species studied. Our results help to support the roles of Microtus species as reservoirs of B. burgdorferi and add to the literature that suggests Zapus hudsonius may also be a reservoir. Additionally, we identified a previously unknown possible reservoir, Ictidomys tridecemlineatus. Our study also identifies the need to study the dynamics of Lyme borreliosis in habitats and areas outside of the typical range of P. leucopus.
Collapse
Affiliation(s)
- Sean Beckmann
- Department of Chemical and Biological Sciences, Rockford University, 5050 East State Street, Rockford, Illinois, 61108, USA; Department of Biology, Stetson University, 421 North Woodland Boulevard, DeLand, FL, 32723, USA.
| | - Rhonda Freund
- Department of Chemical and Biological Sciences, Rockford University, 5050 East State Street, Rockford, Illinois, 61108, USA
| | - Hayden Pehl
- Department of Chemical and Biological Sciences, Rockford University, 5050 East State Street, Rockford, Illinois, 61108, USA
| | - Ashley Rodgers
- Department of Chemical and Biological Sciences, Rockford University, 5050 East State Street, Rockford, Illinois, 61108, USA
| | - Taggart Venegas
- Department of Chemical and Biological Sciences, Rockford University, 5050 East State Street, Rockford, Illinois, 61108, USA
| |
Collapse
|
24
|
Tufts DM, Hart TM, Chen GF, Kolokotronis SO, Diuk-Wasser MA, Lin YP. Outer surface protein polymorphisms linked to host-spirochete association in Lyme borreliae. Mol Microbiol 2019; 111:868-882. [PMID: 30666741 DOI: 10.1111/mmi.14209] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/16/2019] [Indexed: 12/15/2022]
Abstract
Lyme borreliosis is caused by multiple species of the spirochete bacteria Borrelia burgdorferi sensu lato. The spirochetes are transmitted by ticks to vertebrate hosts, including small- and medium-sized mammals, birds, reptiles, and humans. Strain-to-strain variation in host-specific infectivity has been documented, but the molecular basis that drives this differentiation is still unclear. Spirochetes possess the ability to evade host immune responses and colonize host tissues to establish infection in vertebrate hosts. In turn, hosts have developed distinct levels of immune responses when invaded by different species/strains of Lyme borreliae. Similarly, the ability of Lyme borreliae to colonize host tissues varies among different spirochete species/strains. One potential mechanism that drives this strain-to-strain variation of immune evasion and colonization is the polymorphic outer surface proteins produced by Lyme borreliae. In this review, we summarize research on strain-to-strain variation in host competence and discuss the evidence that supports the role of spirochete-produced protein polymorphisms in driving this variation in host specialization. Such information will provide greater insights into the adaptive mechanisms driving host and Lyme borreliae association, which will lead to the development of interventions to block pathogen spread and eventually reduce Lyme borreliosis health burden.
Collapse
Affiliation(s)
- Danielle M Tufts
- Department of Ecology, Evolution, and Environmental Biology, Columbia University, New York, NY, USA
| | - Thomas M Hart
- Department of Biological Sciences, University at Albany, Albany, NY, USA.,Division of Infectious Diseases, Wadsworth Center, New York State Department of Health, Albany, NY, USA
| | - Grace F Chen
- Department of Biology, Misericordia University, Dallas, PA, USA
| | - Sergios-Orestis Kolokotronis
- Department of Epidemiology and Biostatistics, School of Public Health, SUNY Downstate Medical Center, Brooklyn, NY, USA
| | - Maria A Diuk-Wasser
- Department of Ecology, Evolution, and Environmental Biology, Columbia University, New York, NY, USA
| | - Yi-Pin Lin
- Division of Infectious Diseases, Wadsworth Center, New York State Department of Health, Albany, NY, USA.,Department of Biomedical Sciences, University at Albany, Albany, NY, USA
| |
Collapse
|
25
|
Roome A, Spathis R, Hill L, Darcy JM, Garruto RM. Lyme Disease Transmission Risk: Seasonal Variation in the Built Environment. Healthcare (Basel) 2018; 6:healthcare6030084. [PMID: 30029458 PMCID: PMC6163686 DOI: 10.3390/healthcare6030084] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Revised: 07/10/2018] [Accepted: 07/17/2018] [Indexed: 02/07/2023] Open
Abstract
Seasonal variation in spatial distribution and pathogen prevalence of Borrelia burgdorferi in blacklegged ticks (Ixodes scapularis) influences human population risk of Lyme disease in peri-urban built environments. Parks, gardens, playgrounds, school campuses and neighborhoods represent a significant risk for Lyme disease transmission. From June 2012 through May 2014, ticks were collected using 1 m2 corduroy cloths dragged over low-lying vegetation parallel to walkways with high human foot traffic. DNA was extracted from ticks, purified and presence of B. burgdorferi assessed by polymerase chain reaction amplification. Summer is reported as the time of highest risk for Lyme disease transmission in the United States and our results indicate a higher tick density of 26.0/1000 m2 in summer vs. 0.2/1000 m2 to 10.5/1000 m2 in spring and fall. However, our findings suggest that tick infection rate is proportionally higher during the fall and spring than summer (30.0–54.7% in fall and 36.8–65.6% in spring vs. 20.0–28.2% in summer). Seasonal variation in infected tick density has significant implications for Lyme disease transmission as people are less likely to be aware of ticks in built environments, and unaware of increased infection in ticks in spring and fall. These factors may lead to more tick bites resulting in Lyme infection.
Collapse
Affiliation(s)
- Amanda Roome
- Department of Anthropology, Binghamton University, Binghamton, NY 13902, USA.
| | - Rita Spathis
- School of Pharmacy and Pharmaceutical Sciences, Binghamton University, Binghamton, NY 13902, USA.
| | - Leah Hill
- Quality Control, Regeneron Pharmaceuticals, Albany, NY 12144, USA.
| | - John M Darcy
- US Clinical Development & Medical Affairs in the Division of Immunology, Hepatology and Dermatology, Novartis, East Hanover, NJ 07936, USA.
| | - Ralph M Garruto
- Department of Anthropology, Binghamton University, Binghamton, NY 13902, USA.
- Department of Biological Sciences, Binghamton University, Binghamton, NY 13902, USA.
| |
Collapse
|
26
|
Abstract
Persistent genetic variation within populations presents an evolutionary problem, as natural selection and genetic drift tend to erode genetic diversity. Models of balancing selection were developed to account for the maintenance of genetic variation observed in natural populations. Negative frequency-dependent selection is a powerful type of balancing selection that maintains many natural polymorphisms, but it is also commonly misinterpreted. This review aims to clarify the processes underlying negative frequency-dependent selection, describe classes of polymorphisms that can and cannot result from these processes, and discuss the empirical data needed to accurately identify processes that generate or maintain diversity in nature. Finally, the importance of accurately describing the processes affecting genetic diversity within populations as it relates to research progress is considered.
Collapse
Affiliation(s)
- Dustin Brisson
- Biology Department, University of Pennsylvania, Philadelphia, PA, United States
| |
Collapse
|
27
|
Adalsteinsson SA, Shriver WG, Hojgaard A, Bowman JL, Brisson D, D’Amico V, Buler JJ. Multiflora rose invasion amplifies prevalence of Lyme disease pathogen, but not necessarily Lyme disease risk. Parasit Vectors 2018; 11:54. [PMID: 29361971 PMCID: PMC5781316 DOI: 10.1186/s13071-018-2623-0] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Accepted: 01/05/2018] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND Forests in urban landscapes differ from their rural counterparts in ways that may alter vector-borne disease dynamics. In urban forest fragments, tick-borne pathogen prevalence is not well characterized; mitigating disease risk in densely-populated urban landscapes requires understanding ecological factors that affect pathogen prevalence. We trapped blacklegged tick (Ixodes scapularis) nymphs in urban forest fragments on the East Coast of the United States and used multiplex real-time PCR assays to quantify the prevalence of four zoonotic, tick-borne pathogens. We used Bayesian logistic regression and WAIC model selection to understand how vegetation, habitat, and landscape features of urban forests relate to the prevalence of B. burgdorferi (the causative agent of Lyme disease) among blacklegged ticks. RESULTS In the 258 nymphs tested, we detected Borrelia burgdorferi (11.2% of ticks), Borrelia miyamotoi (0.8%) and Anaplasma phagocytophilum (1.9%), but we did not find Babesia microti (0%). Ticks collected from forests invaded by non-native multiflora rose (Rosa multiflora) had greater B. burgdorferi infection rates (mean = 15.9%) than ticks collected from uninvaded forests (mean = 7.9%). Overall, B. burgdorferi prevalence among ticks was positively related to habitat features (e.g. coarse woody debris and total understory cover) favorable for competent reservoir host species. CONCLUSIONS Understory structure provided by non-native, invasive shrubs appears to aggregate ticks and reservoir hosts, increasing opportunities for pathogen transmission. However, when we consider pathogen prevalence among nymphs in context with relative abundance of questing nymphs, invasive plants do not necessarily increase disease risk. Although pathogen prevalence is greater among ticks in invaded forests, the probability of encountering an infected tick remains greater in uninvaded forests characterized by thick litter layers, sparse understories, and relatively greater questing tick abundance in urban landscapes.
Collapse
Affiliation(s)
- Solny A. Adalsteinsson
- Department of Entomology and Wildlife Ecology, University of Delaware, Newark, DE USA
- Tyson Research Center, Washington University in St. Louis, St. Louis, MO USA
| | - W. Gregory Shriver
- Department of Entomology and Wildlife Ecology, University of Delaware, Newark, DE USA
| | - Andrias Hojgaard
- Division of Vector-Borne Diseases, Centers for Disease Control and Prevention, Fort Collins, CO USA
| | - Jacob L. Bowman
- Department of Entomology and Wildlife Ecology, University of Delaware, Newark, DE USA
| | - Dustin Brisson
- Department of Biology, University of Pennsylvania, Philadelphia, PA USA
| | - Vincent D’Amico
- Northern Research Station, USDA Forest Service, Newark, DE USA
| | - Jeffrey J. Buler
- Department of Entomology and Wildlife Ecology, University of Delaware, Newark, DE USA
| |
Collapse
|
28
|
Sharareh N, Sabounchi NS, Roome A, Spathis R, Garruto RM. Model-based risk assessment and public health analysis to prevent Lyme disease. ROYAL SOCIETY OPEN SCIENCE 2017; 4:170841. [PMID: 29291075 PMCID: PMC5717649 DOI: 10.1098/rsos.170841] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2017] [Accepted: 10/12/2017] [Indexed: 06/03/2023]
Abstract
The number of Lyme disease (LD) cases in the northeastern United States has been dramatically increasing with over 300 000 new cases each year. This is due to numerous factors interacting over time including low public awareness of LD, risk behaviours and clothing choices, ecological and climatic factors, an increase in rodents within ecologically fragmented peri-urban built environments and an increase in tick density and infectivity in such environments. We have used a system dynamics (SD) approach to develop a simulation tool to evaluate the significance of risk factors in replicating historical trends of LD cases, and to investigate the influence of different interventions, such as increasing awareness, controlling clothing risk and reducing mouse populations, in reducing LD risk. The model accurately replicates historical trends of LD cases. Among several interventions tested using the simulation model, increasing public awareness most significantly reduces the number of LD cases. This model provides recommendations for LD prevention, including further educational programmes to raise awareness and control behavioural risk. This model has the potential to be used by the public health community to assess the risk of exposure to LD.
Collapse
Affiliation(s)
- Nasser Sharareh
- Systems Science and Industrial Engineering Department, The State University of New York at Binghamton, Binghamton, NY, USA
| | - Nasim S. Sabounchi
- Systems Science and Industrial Engineering Department, The State University of New York at Binghamton, Binghamton, NY, USA
| | - Amanda Roome
- Anthropology Department, The State University of New York at Binghamton, Binghamton, NY, USA
- Laboratory of Biomedical Anthropology and Neurosciences, Anthropology Department, The State University of New York at Binghamton, Binghamton, NY, USA
| | - Rita Spathis
- Anthropology Department, The State University of New York at Binghamton, Binghamton, NY, USA
- Laboratory of Biomedical Anthropology and Neurosciences, Anthropology Department, The State University of New York at Binghamton, Binghamton, NY, USA
| | - Ralph M. Garruto
- Anthropology Department, The State University of New York at Binghamton, Binghamton, NY, USA
- Laboratory of Biomedical Anthropology and Neurosciences, Anthropology Department, The State University of New York at Binghamton, Binghamton, NY, USA
- Biological Sciences Department, The State University of New York at Binghamton, Binghamton, NY, USA
| |
Collapse
|
29
|
Cohan FM. Transmission in the Origins of Bacterial Diversity, From Ecotypes to Phyla. Microbiol Spectr 2017; 5:10.1128/microbiolspec.mtbp-0014-2016. [PMID: 29027519 PMCID: PMC11687548 DOI: 10.1128/microbiolspec.mtbp-0014-2016] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2017] [Indexed: 12/21/2022] Open
Abstract
Any two lineages, no matter how distant they are now, began their divergence as one population splitting into two lineages that could coexist indefinitely. The rate of origin of higher-level taxa is therefore the product of the rate of speciation times the probability that two new species coexist long enough to reach a particular level of divergence. Here I have explored these two parameters of disparification in bacteria. Owing to low recombination rates, sexual isolation is not a necessary milestone of bacterial speciation. Rather, irreversible and indefinite divergence begins with ecological diversification, that is, transmission of a bacterial lineage to a new ecological niche, possibly to a new microhabitat but at least to new resources. Several algorithms use sequence data from a taxon of focus to identify phylogenetic groups likely to bear the dynamic properties of species. Identifying these newly divergent lineages allows us to characterize the genetic bases of speciation, as well as the ecological dimensions upon which new species diverge. Speciation appears to be least frequent when a given lineage has few new resources it can adopt, as exemplified by photoautotrophs, C1 heterotrophs, and obligately intracellular pathogens; speciation is likely most rapid for generalist heterotrophs. The genetic basis of ecological divergence may determine whether ecological divergence is irreversible and whether lineages will diverge indefinitely into the future. Long-term coexistence is most likely when newly divergent lineages utilize at least some resources not shared with the other and when the resources themselves will coexist into the remote future.
Collapse
|
30
|
Durand J, Jacquet M, Rais O, Gern L, Voordouw MJ. Fitness estimates from experimental infections predict the long-term strain structure of a vector-borne pathogen in the field. Sci Rep 2017; 7:1851. [PMID: 28500292 PMCID: PMC5431797 DOI: 10.1038/s41598-017-01821-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2017] [Accepted: 04/04/2017] [Indexed: 11/18/2022] Open
Abstract
The populations of many pathogen species consist of a collection of common and rare strains but the factors underlying this strain-specific variation in frequency are often unknown. Understanding frequency variation among strains is particularly challenging for vector-borne pathogens where the strain-specific fitness depends on the performance in both the vertebrate host and the arthropod vector. Two sympatric multiple-strain tick-borne pathogens, Borrelia afzelii and B. garinii, that use the same tick vector, Ixodes ricinus, but different vertebrate hosts were studied. 454-sequencing of the polymorphic ospC gene was used to characterize the community of Borrelia strains in a local population of I. ricinus ticks over a period of 11 years. Estimates of the reproduction number (R0), a measure of fitness, were obtained for six strains of B. afzelii from a previous laboratory study. There was substantial variation in prevalence among strains and some strains were consistently common whereas other strains were consistently rare. In B. afzelii, the strain-specific estimates of R0 in laboratory mice explained over 70% of the variation in the prevalences of the strains in our local population of ticks. Our study shows that laboratory estimates of fitness can predict the community structure of multiple-strain pathogens in the field.
Collapse
Affiliation(s)
- Jonas Durand
- Laboratory of Ecology and Evolution of Parasites, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland
| | - Maxime Jacquet
- Laboratory of Ecology and Evolution of Parasites, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland
| | - Olivier Rais
- Laboratory of Eco-Epidemiology of Parasites, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland
| | - Lise Gern
- Laboratory of Eco-Epidemiology of Parasites, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland
| | - Maarten J Voordouw
- Laboratory of Ecology and Evolution of Parasites, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland.
| |
Collapse
|
31
|
Durand J, Herrmann C, Genné D, Sarr A, Gern L, Voordouw MJ. Multistrain Infections with Lyme Borreliosis Pathogens in the Tick Vector. Appl Environ Microbiol 2017; 83:e02552-16. [PMID: 27836839 PMCID: PMC5244308 DOI: 10.1128/aem.02552-16] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2016] [Accepted: 11/08/2016] [Indexed: 12/16/2022] Open
Abstract
Mixed or multiple-strain infections are common in vector-borne diseases and have important implications for the epidemiology of these pathogens. Previous studies have mainly focused on interactions between pathogen strains in the vertebrate host, but little is known about what happens in the arthropod vector. Borrelia afzelii and Borrelia garinii are two species of spirochete bacteria that cause Lyme borreliosis in Europe and that share a tick vector, Ixodes ricinus Each of these two tick-borne pathogens consists of multiple strains that are often differentiated using the highly polymorphic ospC gene. For each Borrelia species, we studied the frequencies and abundances of the ospC strains in a wild population of I. ricinus ticks that had been sampled from the same field site over a period of 3 years. We used quantitative PCR (qPCR) and 454 sequencing to estimate the spirochete load and the strain diversity within each tick. For B. afzelii, there was a negative relationship between the two most common ospC strains, suggesting the presence of competitive interactions in the vertebrate host and possibly the tick vector. The flat relationship between total spirochete abundance and strain richness in the nymphal tick indicates that the mean abundance per strain decreases as the number of strains in the tick increases. Strains with the highest spirochete load in the nymphal tick were the most common strains in the tick population. The spirochete abundance in the nymphal tick appears to be an important life history trait that explains why some strains are more common than others in nature. IMPORTANCE Lyme borreliosis is the most common vector-borne disease in the Northern Hemisphere and is caused by spirochete bacteria that belong to the Borrelia burgdorferi sensu lato species complex. These tick-borne pathogens are transmitted among vertebrate hosts by hard ticks of the genus Ixodes Each Borrelia species can be further subdivided into genetically distinct strains. Multiple-strain infections are common in both the vertebrate host and the tick vector and can result in competitive interactions. To date, few studies on multiple-strain vector-borne pathogens have investigated patterns of cooccurrence and abundance in the arthropod vector. We demonstrate that the abundance of a given strain in the tick vector is negatively affected by the presence of coinfecting strains. In addition, our study suggests that the spirochete abundance in the tick is an important life history trait that can explain why some strains are more common in nature than others.
Collapse
Affiliation(s)
- Jonas Durand
- Laboratory of Ecology and Evolution of Parasites, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland
| | - Coralie Herrmann
- Laboratory of Eco-Epidemiology of Parasites, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland
| | - Dolores Genné
- Laboratory of Ecology and Evolution of Parasites, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland
| | - Anouk Sarr
- Laboratory of Ecology and Evolution of Parasites, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland
| | - Lise Gern
- Laboratory of Eco-Epidemiology of Parasites, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland
| | - Maarten J Voordouw
- Laboratory of Ecology and Evolution of Parasites, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland
| |
Collapse
|
32
|
Vuong HB, Chiu GS, Smouse PE, Fonseca DM, Brisson D, Morin PJ, Ostfeld RS. Influences of Host Community Characteristics on Borrelia burgdorferi Infection Prevalence in Blacklegged Ticks. PLoS One 2017; 12:e0167810. [PMID: 28095423 PMCID: PMC5241014 DOI: 10.1371/journal.pone.0167810] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2016] [Accepted: 11/21/2016] [Indexed: 11/18/2022] Open
Abstract
Lyme disease is a major vector-borne bacterial disease in the USA. The disease is caused by Borrelia burgdorferi, and transmitted among hosts and humans, primarily by blacklegged ticks (Ixodes scapularis). The ~25 B. burgdorferi genotypes, based on genotypic variation of their outer surface protein C (ospC), can be phenotypically separated as strains that primarily cause human diseases-human invasive strains (HIS)-or those that rarely do. Additionally, the genotypes are non-randomly associated with host species. The goal of this study was to examine the extent to which phenotypic outcomes of B. burgdorferi could be explained by the host communities fed upon by blacklegged ticks. In 2006 and 2009, we determined the host community composition based on abundance estimates of the vertebrate hosts, and collected host-seeking nymphal ticks in 2007 and 2010 to determine the ospC genotypes within infected ticks. We regressed instances of B. burgdorferi phenotypes on site-specific characteristics of host communities by constructing Bayesian hierarchical models that properly handled missing data. The models provided quantitative support for the relevance of host composition on Lyme disease risk pertaining to B. burgdorferi prevalence (i.e. overall nymphal infection prevalence, or NIPAll) and HIS prevalence among the infected ticks (NIPHIS). In each year, NIPAll and NIPHIS was found to be associated with host relative abundances and diversity. For mice and chipmunks, the association with NIPAll was positive, but tended to be negative with NIPHIS in both years. However, the direction of association between shrew relative abundance with NIPAll or NIPHIS differed across the two years. And, diversity (H') had a negative association with NIPAll, but positive association with NIPHIS in both years. Our analyses highlight that the relationships between the relative abundances of three primary hosts and the community diversity with NIPAll, and NIPHIS, are variable in time and space, and that disease risk inference, based on the role of host community, changes when we examine risk overall or at the phenotypic level. Our discussion focuses on the observed relationships between prevalence and host community characteristics and how they substantiate the ecological understanding of phenotypic Lyme disease risk.
Collapse
Affiliation(s)
- Holly B. Vuong
- Rutgers University, Department of Ecology, Evolution, and Natural Resources, New Brunswick, NJ, United States of America
- Cary Institute of Ecosystem Studies, 2801 Sharon Turnpike, Millbrook, NY, United States of America
- * E-mail:
| | - Grace S. Chiu
- Research School of Finance, Actuarial Studies and Statistics, College of Business and Economics, Building 26C, Australian National University, Canberra, ACT, Australia
| | - Peter E. Smouse
- Rutgers University, Department of Ecology, Evolution, and Natural Resources, New Brunswick, NJ, United States of America
| | - Dina M. Fonseca
- Rutgers University, Department of Ecology, Evolution, and Natural Resources, New Brunswick, NJ, United States of America
- Rutgers University, Department of Entomology, 180 Jones Ave., New Brunswick, NJ, United States of America
| | - Dustin Brisson
- University of Pennsylvania, Department of Biology, 209 Leidy Laboratories, Philadelphia, PA, United States of America
| | - Peter J. Morin
- Rutgers University, Department of Ecology, Evolution, and Natural Resources, New Brunswick, NJ, United States of America
| | - Richard S. Ostfeld
- Cary Institute of Ecosystem Studies, 2801 Sharon Turnpike, Millbrook, NY, United States of America
| |
Collapse
|
33
|
Co-feeding transmission facilitates strain coexistence in Borrelia burgdorferi, the Lyme disease agent. Epidemics 2016; 19:33-42. [PMID: 28089780 PMCID: PMC5474356 DOI: 10.1016/j.epidem.2016.12.002] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2016] [Revised: 12/18/2016] [Accepted: 12/18/2016] [Indexed: 01/08/2023] Open
Abstract
Coexistence of multiple tick-borne pathogens or strains is common in natural hosts and can be facilitated by resource partitioning of the host species, within-host localization, or by different transmission pathways. Most vector-borne pathogens are transmitted horizontally via systemic host infection, but transmission may occur in the absence of systemic infection between two vectors feeding in close proximity, enabling pathogens to minimize competition and escape the host immune response. In a laboratory study, we demonstrated that co-feeding transmission can occur for a rapidly-cleared strain of Borrelia burgdorferi, the Lyme disease agent, between two stages of the tick vector Ixodes scapularis while feeding on their dominant host, Peromyscus leucopus. In contrast, infections rapidly became systemic for the persistently infecting strain. In a field study, we assessed opportunities for co-feeding transmission by measuring co-occurrence of two tick stages on ears of small mammals over two years at multiple sites. Finally, in a modeling study, we assessed the importance of co-feeding on R0, the basic reproductive number. The model indicated that co-feeding increases the fitness of rapidly-cleared strains in regions with synchronous immature tick feeding. Our results are consistent with increased diversity of B. burgdorferi in areas of higher synchrony in immature feeding – such as the midwestern United States. A higher relative proportion of rapidly-cleared strains, which are less human pathogenic, would also explain lower Lyme disease incidence in this region. Finally, if co-feeding transmission also occurs on refractory hosts, it may facilitate the emergence and persistence of new pathogens with a more limited host range.
Collapse
|
34
|
Jacquet M, Margos G, Fingerle V, Voordouw MJ. Comparison of the lifetime host-to-tick transmission between two strains of the Lyme disease pathogen Borrelia afzelii. Parasit Vectors 2016; 9:645. [PMID: 27986081 PMCID: PMC5162089 DOI: 10.1186/s13071-016-1929-z] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2016] [Accepted: 12/04/2016] [Indexed: 11/10/2022] Open
Abstract
Background Transmission from the vertebrate host to the arthropod vector is a critical step in the life-cycle of any vector-borne pathogen. How the probability of host-to-vector transmission changes over the duration of the infection is an important predictor of pathogen fitness. The Lyme disease pathogen Borrelia afzelii is transmitted by Ixodes ricinus ticks and establishes a chronic infection inside rodent reservoir hosts. The present study compares the temporal pattern of host-to-tick transmission between two strains of B. afzelii. Methods Laboratory mice were experimentally infected via tick bite with one of two strains of B. afzelii: A3 and A10. Mice were repeatedly infested with pathogen-free larval Ixodes ricinus ticks over a period of 4 months. Engorged larval ticks moulted into nymphal ticks that were tested for infection with B. afzelii using qPCR. The proportion of infected nymphs was used to characterize the pattern of host-to-tick transmission over time. Results Both strains of B. afzelii followed a similar pattern of host-to-tick transmission. Transmission decreased from the acute to the chronic phase of the infection by 16.1 and 29.3% for strains A3 and A10, respectively. Comparison between strains found no evidence of a trade-off in transmission between the acute and chronic phase of infection. Strain A10 had higher lifetime fitness and established a consistently higher spirochete load in nymphal ticks than strain A3. Conclusion Quantifying the relationship between host-to-vector transmission and the age of infection in the host is critical for estimating the lifetime fitness of vector-borne pathogens. Electronic supplementary material The online version of this article (doi:10.1186/s13071-016-1929-z) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Maxime Jacquet
- Laboratory of Ecology and Evolution of Parasites, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland
| | - Gabriele Margos
- National Reference Centre for Borrelia, Munich, Oberschleissheim, Germany.,Bavarian Health and Food Safety Authority, Munich, Oberschleissheim, Germany
| | - Volker Fingerle
- National Reference Centre for Borrelia, Munich, Oberschleissheim, Germany.,Bavarian Health and Food Safety Authority, Munich, Oberschleissheim, Germany
| | - Maarten J Voordouw
- Laboratory of Ecology and Evolution of Parasites, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland.
| |
Collapse
|
35
|
Burtis JC, Sullivan P, Levi T, Oggenfuss K, Fahey TJ, Ostfeld RS. The impact of temperature and precipitation on blacklegged tick activity and Lyme disease incidence in endemic and emerging regions. Parasit Vectors 2016; 9:606. [PMID: 27887625 PMCID: PMC5124264 DOI: 10.1186/s13071-016-1894-6] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2016] [Accepted: 11/18/2016] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND The incidence of Lyme disease shows high degrees of inter-annual variation in the northeastern United States, but the factors driving this variation are not well understood. Complicating matters, it is also possible that these driving factors may vary in regions with differing histories of Lyme disease endemism. We evaluated the effect of the number of hot (T > 25 °C), dry (precipitation = 0) days during the questing periods of the two immature Ixodes scapularis life stages (larval and nymphal) on inter-annual variation in Lyme disease incidence between 2000 and 2011 in long-term endemic versus recently endemic areas. We also evaluated the effect of summer weather on tick questing activity and the number of ticks found on small mammals between 1994 and 2012 on six sites in Millbrook, NY. RESULTS The number of hot, dry days during the larval period of the previous year did not affect the human incidence of Lyme disease or the density of questing nymphs the following season. However, dry summer weather during the nymphal questing period had a significant negative effect on the incidence of Lyme disease in the long-term endemic areas, and on the density of questing nymphs. Summer weather conditions had a more pronounced effect on actively questing I. scapularis collected via dragging than on the number of ticks found feeding on small mammals. In recently endemic areas Lyme disease incidence increased significantly over time, but no trend was detected between disease incidence and dry summer weather. CONCLUSIONS Recently endemic regions showed an increase in Lyme disease incidence over time, while incidence in long-term endemic regions appears to have stabilized. Only within the stabilized areas were we able to detect reduced Lyme disease incidence in years with hot, dry summer weather. These patterns were reflected in our field data, which showed that questing activity of nymphal I. scapularis was reduced by hot, dry summer weather.
Collapse
Affiliation(s)
- James C Burtis
- Department of Natural Resources, Cornell University, Fernow Hall, Ithaca, NY, USA.
| | - Patrick Sullivan
- Department of Natural Resources, Cornell University, Fernow Hall, Ithaca, NY, USA
| | - Taal Levi
- Department of Fisheries and Wildlife, Oregon State University, Corvallis, OR, USA
| | - Kelly Oggenfuss
- Cary Institute of Ecosystem Studies, 2801 Sharon Turnpike, Millbrook, NY, USA
| | - Timothy J Fahey
- Department of Natural Resources, Cornell University, Fernow Hall, Ithaca, NY, USA
| | - Richard S Ostfeld
- Cary Institute of Ecosystem Studies, 2801 Sharon Turnpike, Millbrook, NY, USA
| |
Collapse
|
36
|
Khatchikian CE, Nadelman RB, Nowakowski J, Schwartz I, Levy MZ, Brisson D, Wormser GP. Public health impact of strain specific immunity to Borrelia burgdorferi. BMC Infect Dis 2015; 15:472. [PMID: 26503011 PMCID: PMC4621928 DOI: 10.1186/s12879-015-1190-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2015] [Accepted: 10/07/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Lyme disease, caused by Borrelia burgdorferi, is the most common tick-borne infection in the United States. Although humans can be infected by at least 16 different strains of B. burgdorferi, the overwhelming majority of infections are due to only four strains. It was recently demonstrated that patients who are treated for early Lyme disease develop immunity to the specific strain of B. burgdorferi that caused their infection. The aim of this study is to estimate the reduction in cases of Lyme disease in the United States that may occur as a result of type specific immunity. METHODS The analysis was performed based on three analytical models that assessed the effects of type specific immunity. Observational data on the frequency with which different B. burgdorferi strains cause human infection in culture-confirmed patients with an initial episode of erythema migrans diagnosed between 1991 and 2005 in the Northeastern United States were used in the analyses. RESULTS Assuming a reinfection rate of 3 % and a total incidence of Lyme disease per year of 300,000, the estimated number of averted cases of Lyme disease per year ranges from 319 to 2378 depending on the duration of type specific immunity and the model used. CONCLUSION Given the assumptions of the analyses, this analysis suggests that type specific immunity is likely to have public health significance in the United States.
Collapse
Affiliation(s)
- Camilo E Khatchikian
- Evolution and Ecology of Disease Systems Laboratory, Department of Biology, University of Pennsylvania, Philadelphia, PA, USA.
| | - Robert B Nadelman
- Division of Infectious Diseases, Department of Medicine, New York Medical College, Valhalla, NY, USA.
| | - John Nowakowski
- Division of Infectious Diseases, Department of Medicine, New York Medical College, Valhalla, NY, USA.
| | - Ira Schwartz
- Department of Microbiology and Immunology, New York Medical College, Valhalla, NY, USA.
| | - Michael Z Levy
- Department of Biostatistics and Epidemiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
| | - Dustin Brisson
- Evolution and Ecology of Disease Systems Laboratory, Department of Biology, University of Pennsylvania, Philadelphia, PA, USA.
| | - Gary P Wormser
- Division of Infectious Diseases, Department of Medicine, New York Medical College, Valhalla, NY, USA.
| |
Collapse
|
37
|
Evolution and population genomics of the Lyme borreliosis pathogen, Borrelia burgdorferi. Trends Genet 2015; 31:201-7. [PMID: 25765920 DOI: 10.1016/j.tig.2015.02.006] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2014] [Revised: 02/12/2015] [Accepted: 02/13/2015] [Indexed: 11/22/2022]
Abstract
Population genomic studies have the potential to address many unresolved questions about microbial pathogens by facilitating the identification of genes underlying ecologically important traits, such as novel virulence factors and adaptations to humans or other host species. Additionally, this framework improves estimations of population demography and evolutionary history to accurately reconstruct recent epidemics and identify the molecular and environmental factors that resulted in the outbreak. The Lyme disease bacterium, Borrelia burgdorferi, exemplifies the power and promise of the application of population genomics to microbial pathogens. We discuss here the future of evolutionary studies in B. burgdorferi, focusing on the primary evolutionary forces of horizontal gene transfer, natural selection, and migration, as investigations transition from analyses of single genes to genomes.
Collapse
|
38
|
Rego ROM, Bestor A, Štefka J, Rosa PA. Population bottlenecks during the infectious cycle of the Lyme disease spirochete Borrelia burgdorferi. PLoS One 2014; 9:e101009. [PMID: 24979342 PMCID: PMC4076273 DOI: 10.1371/journal.pone.0101009] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2014] [Accepted: 05/30/2014] [Indexed: 12/16/2022] Open
Abstract
Borrelia burgdorferi is a zoonotic pathogen whose maintenance in nature depends upon an infectious cycle that alternates between a tick vector and mammalian hosts. Lyme disease in humans results from transmission of B. burgdorferi by the bite of an infected tick. The population dynamics of B. burgdorferi throughout its natural infectious cycle are not well understood. We addressed this topic by assessing the colonization, dissemination and persistence of B. burgdorferi within and between the disparate mammalian and tick environments. To follow bacterial populations during infection, we generated seven isogenic but distinguishable B. burgdorferi clones, each with a unique sequence tag. These tags resulted in no phenotypic changes relative to wild type organisms, yet permitted highly sensitive and specific detection of individual clones by PCR. We followed the composition of the spirochete population throughout an experimental infectious cycle that was initiated with a mixed inoculum of all clones. We observed heterogeneity in the spirochete population disseminating within mice at very early time points, but all clones displayed the ability to colonize most mouse tissues by 3 weeks of infection. The complexity of clones subsequently declined as murine infection persisted. Larval ticks typically acquired a reduced and variable number of clones relative to what was present in infected mice at the time of tick feeding, and maintained the same spirochete population through the molt to nymphs. However, only a random subset of infectious spirochetes was transmitted to naïve mice when these ticks next fed. Our results clearly demonstrate that the spirochete population experiences stochastic bottlenecks during both acquisition and transmission by the tick vector, as well as during persistent infection of its murine host. The experimental system that we have developed can be used to further explore the forces that shape the population of this vector-borne bacterial pathogen throughout its infectious cycle.
Collapse
Affiliation(s)
- Ryan O. M. Rego
- Laboratory of Zoonotic Pathogens, Rocky Mountain Laboratories, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, Montana, United States of America
| | - Aaron Bestor
- Laboratory of Zoonotic Pathogens, Rocky Mountain Laboratories, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, Montana, United States of America
| | - Jan Štefka
- Faculty of Science, University of South Bohemia, České Budějovice, Czech Republic
- Institute of Parasitology, ASCR, Biology Centre, České Budějovice, Czech Republic
| | - Patricia A. Rosa
- Laboratory of Zoonotic Pathogens, Rocky Mountain Laboratories, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, Montana, United States of America
| |
Collapse
|
39
|
States SL, Brinkerhoff RJ, Carpi G, Steeves TK, Folsom-O'Keefe C, DeVeaux M, Diuk-Wasser MA. Lyme disease risk not amplified in a species-poor vertebrate community: similar Borrelia burgdorferi tick infection prevalence and OspC genotype frequencies. INFECTION GENETICS AND EVOLUTION 2014; 27:566-75. [PMID: 24787999 DOI: 10.1016/j.meegid.2014.04.014] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/27/2014] [Revised: 03/29/2014] [Accepted: 04/18/2014] [Indexed: 10/25/2022]
Abstract
The effect of biodiversity declines on human health is currently debated, but empirical assessments are lacking. Lyme disease provides a model system to assess relationships between biodiversity and human disease because the etiologic agent, Borrelia burgdorferi, is transmitted in the United States by the generalist black-legged tick (Ixodes scapularis) among a wide range of mammalian and avian hosts. The 'dilution effect' hypothesis predicts that species-poor host communities dominated by white-footed mice (Peromyscus leucopus) will pose the greatest human risk because P. leucopus infects the largest numbers of ticks, resulting in higher human exposure to infected I. scapularis ticks. P. leucopus-dominated communities are also expected to maintain a higher frequency of those B. burgdorferi outer surface protein C (ospC) genotypes that this host species more efficiently transmits ('multiple niche polymorphism' hypothesis). Because some of these genotypes are human invasive, an additive increase in human disease risk is expected in species-poor settings. We assessed these theoretical predictions by comparing I. scapularis nymphal infection prevalence, density of infected nymphs and B. burgdorferi genotype diversity at sites on Block Island, RI, where P. leucopus dominates the mammalian host community, to species-diverse sites in northeastern Connecticut. We found no support for the dilution effect hypothesis; B. burgdorferi nymphal infection prevalence was similar between island and mainland and the density of B. burgdorferi infected nymphs was higher on the mainland, contrary to what is predicted by the dilution effect hypothesis. Evidence for the multiple niche polymorphism hypothesis was mixed: there was lower ospC genotype diversity at island than mainland sites, but no overrepresentation of genotypes with higher fitness in P. leucopus or that are more invasive in humans. We conclude that other mechanisms explain similar nymphal infection prevalence in both communities and that high ospC genotype diversity can be maintained in both species-poor and species-rich communities.
Collapse
Affiliation(s)
- S L States
- Yale School of Public Health, Department of Epidemiology of Microbial Diseases, 60 College Street, New Haven, CT 06520, USA
| | - R J Brinkerhoff
- Yale School of Public Health, Department of Epidemiology of Microbial Diseases, 60 College Street, New Haven, CT 06520, USA; University of Richmond, Department of Biology, 28 Westhampton Way, Richmond, VA 23173, USA; University of KwaZulu-Natal, School of Life Sciences, Pietermaritzburg, South Africa
| | - G Carpi
- Yale School of Public Health, Department of Epidemiology of Microbial Diseases, 60 College Street, New Haven, CT 06520, USA
| | - T K Steeves
- Yale School of Public Health, Department of Epidemiology of Microbial Diseases, 60 College Street, New Haven, CT 06520, USA
| | - C Folsom-O'Keefe
- Yale School of Public Health, Department of Epidemiology of Microbial Diseases, 60 College Street, New Haven, CT 06520, USA; Audubon Connecticut, 185 East Flat Hill Rd., Southbury, CT 06488, USA
| | - M DeVeaux
- Yale School of Public Health, Department of Biostatistics, 60 College Street, New Haven, CT 06520, USA
| | - M A Diuk-Wasser
- Yale School of Public Health, Department of Epidemiology of Microbial Diseases, 60 College Street, New Haven, CT 06520, USA.
| |
Collapse
|
40
|
Evolutionary genomics of Borrelia burgdorferi sensu lato: findings, hypotheses, and the rise of hybrids. INFECTION GENETICS AND EVOLUTION 2014; 27:576-93. [PMID: 24704760 DOI: 10.1016/j.meegid.2014.03.025] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2014] [Revised: 03/23/2014] [Accepted: 03/24/2014] [Indexed: 01/14/2023]
Abstract
Borrelia burgdorferi sensu lato (B. burgdorferi s.l.), the group of bacterial species represented by Lyme disease pathogens, has one of the most complex and variable genomic architectures among prokaryotes. Showing frequent recombination within and limited gene flow among geographic populations, the B. burgdorferi s.l. genomes provide an excellent window into the processes of bacterial evolution at both within- and between-population levels. Comparative analyses of B. burgdorferi s.l. genomes revealed a highly dynamic plasmid composition but a conservative gene repertoire. Gene duplication and loss as well as sequence variations at loci encoding surface-localized lipoproteins (e.g., the PF54 genes) are strongly associated with adaptive differences between species. There are a great many conserved intergenic spacer sequences that are candidates for cis-regulatory elements and non-coding RNAs. Recombination among coexisting strains occurs at a rate approximately three times the mutation rate. The coexistence of a large number of genomic groups within local B. burgdorferi s.l. populations may be driven by immune-mediated diversifying selection targeting major antigen loci as well as by adaptation to multiple host species. Questions remain regarding the ecological causes (e.g., climate change, host movements, or new adaptations) of the ongoing range expansion of B. burgdorferi s.l. and on the genomic variations associated with its ecological and clinical variability. Anticipating an explosive growth of the number of B. burgdorferi s.l. genomes sampled from both within and among species, we propose genome-based methods to test adaptive mechanisms and to identify molecular bases of phenotypic variations. Genome sequencing is also necessary for monitoring a likely increase of genetic admixture of previously isolated species and populations in North America and elsewhere.
Collapse
|