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Martinez-Villegas L, Lado P, Klompen H, Wang S, Cummings C, Pesapane R, Short SM. The microbiota of Amblyomma americanum reflects known westward expansion. PLoS One 2024; 19:e0304959. [PMID: 38857239 PMCID: PMC11164389 DOI: 10.1371/journal.pone.0304959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 05/22/2024] [Indexed: 06/12/2024] Open
Abstract
Amblyomma americanum, a known vector of multiple tick-borne pathogens, has expanded its geographic distribution across the United States in the past decades. Tick microbiomes may play a role shaping their host's life history and vectorial capacity. Bacterial communities associated with A. americanum may reflect, or enable, geographic expansion and studying the microbiota will improve understanding of tick-borne disease ecology. We examined the microbiota structure of 189 adult ticks collected in four regions encompassing their historical and current geographic distribution. Both geographic region of origin and sex were significant predictors of alpha diversity. As in other tick models, within-sample diversity was low and uneven given the presence of dominant endosymbionts. Beta diversity analyses revealed that bacterial profiles of ticks of both sexes collected in the West were significantly different from those of the Historic range. Biomarkers were identified for all regions except the historical range. In addition, Bray-Curtis dissimilarities overall increased with distance between sites. Relative quantification of ecological processes showed that, for females and males, respectively, drift and dispersal limitation were the primary drivers of community assembly. Collectively, our findings highlight how microbiota structural variance discriminates the western-expanded populations of A. americanum ticks from the Historical range. Spatial autocorrelation, and particularly the detection of non-selective ecological processes, are indicative of geographic isolation. We also found that prevalence of Ehrlichia chaffeensis, E. ewingii, and Anaplasma phagocytophilum ranged from 3.40-5.11% and did not significantly differ by region. Rickettsia rickettsii was absent from our samples. Our conclusions demonstrate the value of synergistic analysis of biogeographic and microbial ecology data in investigating range expansion in A. americanum and potentially other tick vectors as well.
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Affiliation(s)
- Luis Martinez-Villegas
- Department of Entomology, The Ohio State University, Columbus, Ohio, United States of America
| | - Paula Lado
- Department of Evolution, Ecology and Organismal Biology, The Ohio State University, Columbus, Ohio, United States of America
| | - Hans Klompen
- Department of Evolution, Ecology, and Organismal Biology and Museum of Biological Diversity, The Ohio State University, Columbus, Ohio, United States of America
| | - Selena Wang
- Veterinary Preventive Medicine, College of Veterinary Medicine, The Ohio State University, Columbus, Ohio, United States of America
| | - Caleb Cummings
- Veterinary Preventive Medicine, College of Veterinary Medicine, The Ohio State University, Columbus, Ohio, United States of America
| | - Risa Pesapane
- Veterinary Preventive Medicine, College of Veterinary Medicine, The Ohio State University, Columbus, Ohio, United States of America
- School of Environment and Natural Resources, College of Food, Agricultural, and Environmental Sciences, The Ohio State University, Columbus, Ohio, United States of America
| | - Sarah M. Short
- Department of Entomology, The Ohio State University, Columbus, Ohio, United States of America
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Elias L, Hearn AJM, Blazier JC, Rogovska YV, Wang J, Li S, Liu S, Nebogatkin IV, Rogovskyy AS. The Microbiota of Ixodes ricinus and Dermacentor reticulatus Ticks Collected from a Highly Populated City of Eastern Europe. MICROBIAL ECOLOGY 2022; 84:1072-1086. [PMID: 34767049 DOI: 10.1007/s00248-021-01921-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Accepted: 11/05/2021] [Indexed: 06/13/2023]
Abstract
Recent investigations have examined, through sequencing the V6 region of 16S rRNA gene, the microbiota of questing Ixodes ricinus and Dermacentor reticulatus ticks collected from rural areas of Central (Dnipropetrovs'k (region D) and Poltava (region P)) and Northeastern (Kharkiv (region K)) Ukraine. In addition to defining the bacterial microbiota of both tick species, the previous investigations also revealed a high degree of inter-sex and inter-regional variations in the tick microbiota. As a continuation of the two studies, the present investigation has analyzed individual microbiota of questing I. ricinus (n = 50) and D. reticulatus (n = 50) ticks originating from Kyiv, the largest city of Ukraine. The Kyiv tick microbiota were compared between males and females for each tick species. Additionally, a cross-regional analysis was performed to compare the microbiota of Kyiv ticks to those from regions D, K, and P. Numerous statistically significant inter-sex and inter-regional variations were detected when alpha diversity, beta diversity, the bacterial relative and differential abundances were assessed. The overall results demonstrated that the microbiota of Kyiv ticks were statistically different compared to the ticks of the other three regions. Besides existing climatic and geographical differences between the four regions, the authors hypothesize that various anthropogenic factors of the megapolis (e.g., animal species translocation, land management, ecology) could have contributed to the distinct microbiota of Kyiv ticks observed in this study.
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Affiliation(s)
- Leta Elias
- Department of Veterinary Pathobiology, College of Veterinary Medicine and Biomedical Sciences, 4467 TAMU, Texas A&M University, College Station, TX, 77843, USA
| | - Aimee-Joy M Hearn
- Department of Veterinary Pathobiology, College of Veterinary Medicine and Biomedical Sciences, 4467 TAMU, Texas A&M University, College Station, TX, 77843, USA
| | - John C Blazier
- Texas A&M Institute for Genomics Sciences and Society, Texas A&M University, College Station, TX, 77843, USA
| | - Yuliya V Rogovska
- Department of Veterinary Pathobiology, College of Veterinary Medicine and Biomedical Sciences, 4467 TAMU, Texas A&M University, College Station, TX, 77843, USA
| | - Jiangli Wang
- Department of Statistics and Finance, School of Management, University of Science and Technology of China (USTC), Hefei, 230026, Anhui, China
| | - Sijia Li
- Statistical Collaboration Center, Department of Statistics, College of Science, Texas A&M University, College Station, TX, 77843, USA
| | - Shuling Liu
- Statistical Collaboration Center, Department of Statistics, College of Science, Texas A&M University, College Station, TX, 77843, USA
| | - Igor V Nebogatkin
- I.I. Schmalhausen Institute of Zoology of National Academy of Sciences of Ukraine, Kyiv, 01601, Ukraine
| | - Artem S Rogovskyy
- Department of Veterinary Pathobiology, College of Veterinary Medicine and Biomedical Sciences, 4467 TAMU, Texas A&M University, College Station, TX, 77843, USA.
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Duncan KT, Elshahed MS, Sundstrom KD, Little SE, Youssef NH. Influence of tick sex and geographic region on the microbiome of Dermacentor variabilis collected from dogs and cats across the United States. Ticks Tick Borne Dis 2022; 13:102002. [PMID: 35810549 DOI: 10.1016/j.ttbdis.2022.102002] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 06/28/2022] [Accepted: 07/02/2022] [Indexed: 11/18/2022]
Abstract
As tick-borne diseases continue to increase across North America, current research strives to understand how the tick microbiome may affect pathogen acquisition, maintenance, and transmission. Prior high throughput amplicon-based microbial diversity surveys of the widespread tick Dermacentor variabilis have suggested that life stage, sex, and geographic region may influence the composition of the tick microbiome. Here, adult D. variabilis ticks (n = 145) were collected from dogs and cats from 32 states with specimens originating from all four regions of the United States (West, Midwest, South, and Northeast), and the tick microbiome was examined via V4-16S rRNA gene amplification and Illumina sequencing. A total of 481,246 bacterial sequences were obtained (median 2924 per sample, range 399-11,990). Fifty genera represented the majority (>80%) of the sequences detected, with the genera Allofrancisella and Francisella being the most abundant. Further, 97%, 23%, and 5.5% of the ticks contained sequences belonging to Francisella spp., Rickettsia spp., and Coxiella spp., respectively. No Ehrlichia spp. or Anaplasma spp. were identified. Co-occurrence analysis, by way of correlation coefficients, between the top 50 most abundant genera demonstrated five strong positive and no strong negative correlation relationships. Geographic region had a consistent effect on species richness with ticks from the Northeast having a significantly greater level of richness. Alpha diversity patterns were dependent on tick sex, with males exhibiting higher levels of diversity, and geographical region, with higher level of diversity observed in ticks obtained from the Northeast, but not on tick host. Community structure, or beta diversity, of tick microbiome was impacted by tick sex and geographic location, with microbiomes of ticks from the western US exhibiting a distinct community structure when compared to those from the other three regions (Northeast, South, and Midwest). In total, LEfSe (Linear discriminant analysis Effect Size) identified 18 specific genera driving these observed patterns of diversity and community structure. Collectively, these findings highlight the differences in bacterial diversity of D. variabilis across the US and supports the interpretation that tick sex and geographic region affects microbiome composition across a broad sampling distribution.
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Affiliation(s)
- Kathryn T Duncan
- Department of Pathobiology, College of Veterinary Medicine, Oklahoma State University, Room 250 McElroy Hall, Stillwater, OK 74078, USA.
| | - Mostafa S Elshahed
- Department of Microbiology and Molecular Genetics, Oklahoma State University, Stillwater, OK, USA
| | - Kellee D Sundstrom
- Department of Pathobiology, College of Veterinary Medicine, Oklahoma State University, Room 250 McElroy Hall, Stillwater, OK 74078, USA
| | - Susan E Little
- Department of Pathobiology, College of Veterinary Medicine, Oklahoma State University, Room 250 McElroy Hall, Stillwater, OK 74078, USA
| | - Noha H Youssef
- Department of Microbiology and Molecular Genetics, Oklahoma State University, Stillwater, OK, USA
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