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Temporal patterns in Ixodes ricinus microbial communities: an insight into tick-borne microbe interactions
BACKGROUND: Ticks transmit pathogens of medical and veterinary importance and are an increasing threat to human and animal health. Assessing disease risk and developing new control strategies requires identifying members of the tick-borne microbiota as well as their temporal dynamics and interaction...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8254910/ https://www.ncbi.nlm.nih.gov/pubmed/34217365 http://dx.doi.org/10.1186/s40168-021-01051-8 |
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author | Lejal, E. Chiquet, J. Aubert, J. Robin, S. Estrada-Peña, A. Rue, O. Midoux, C. Mariadassou, M. Bailly, X. Cougoul, A. Gasqui, P. Cosson, J. F. Chalvet-Monfray, K. Vayssier-Taussat, M. Pollet, T. |
author_facet | Lejal, E. Chiquet, J. Aubert, J. Robin, S. Estrada-Peña, A. Rue, O. Midoux, C. Mariadassou, M. Bailly, X. Cougoul, A. Gasqui, P. Cosson, J. F. Chalvet-Monfray, K. Vayssier-Taussat, M. Pollet, T. |
author_sort | Lejal, E. |
collection | PubMed |
description | BACKGROUND: Ticks transmit pathogens of medical and veterinary importance and are an increasing threat to human and animal health. Assessing disease risk and developing new control strategies requires identifying members of the tick-borne microbiota as well as their temporal dynamics and interactions. METHODS: Using high-throughput sequencing, we studied the Ixodes ricinus microbiota and its temporal dynamics. 371 nymphs were monthly collected during three consecutive years in a peri-urban forest. After a Poisson lognormal model was adjusted to our data set, a principal component analysis, sparse network reconstruction, and differential analysis allowed us to assess seasonal and monthly variability of I. ricinus microbiota and interactions within this community. RESULTS: Around 75% of the detected sequences belonged to five genera known to be maternally inherited bacteria in arthropods and to potentially circulate in ticks: Candidatus Midichloria, Rickettsia, Spiroplasma, Arsenophonus and Wolbachia. The structure of the I. ricinus microbiota varied over time with interannual recurrence and seemed to be mainly driven by OTUs commonly found in the environment. Total network analysis revealed a majority of positive partial correlations. We identified strong relationships between OTUs belonging to Wolbachia and Arsenophonus, evidence for the presence of the parasitoid wasp Ixodiphagus hookeri in ticks. Other associations were observed between the tick symbiont Candidatus Midichloria and pathogens belonging to Rickettsia. Finally, more specific network analyses were performed on TBP-infected samples and suggested that the presence of pathogens belonging to the genera Borrelia, Anaplasma and Rickettsia may disrupt microbial interactions in I. ricinus. CONCLUSIONS: We identified the I. ricinus microbiota and documented marked shifts in tick microbiota dynamics over time. Statistically, we showed strong relationships between the presence of specific pathogens and the structure of the I. ricinus microbiota. We detected close links between some tick symbionts and the potential presence of either pathogenic Rickettsia or a parasitoid in ticks. These new findings pave the way for the development of new strategies for the control of ticks and tick-borne diseases. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40168-021-01051-8. |
format | Online Article Text |
id | pubmed-8254910 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-82549102021-07-06 Temporal patterns in Ixodes ricinus microbial communities: an insight into tick-borne microbe interactions Lejal, E. Chiquet, J. Aubert, J. Robin, S. Estrada-Peña, A. Rue, O. Midoux, C. Mariadassou, M. Bailly, X. Cougoul, A. Gasqui, P. Cosson, J. F. Chalvet-Monfray, K. Vayssier-Taussat, M. Pollet, T. Microbiome Research BACKGROUND: Ticks transmit pathogens of medical and veterinary importance and are an increasing threat to human and animal health. Assessing disease risk and developing new control strategies requires identifying members of the tick-borne microbiota as well as their temporal dynamics and interactions. METHODS: Using high-throughput sequencing, we studied the Ixodes ricinus microbiota and its temporal dynamics. 371 nymphs were monthly collected during three consecutive years in a peri-urban forest. After a Poisson lognormal model was adjusted to our data set, a principal component analysis, sparse network reconstruction, and differential analysis allowed us to assess seasonal and monthly variability of I. ricinus microbiota and interactions within this community. RESULTS: Around 75% of the detected sequences belonged to five genera known to be maternally inherited bacteria in arthropods and to potentially circulate in ticks: Candidatus Midichloria, Rickettsia, Spiroplasma, Arsenophonus and Wolbachia. The structure of the I. ricinus microbiota varied over time with interannual recurrence and seemed to be mainly driven by OTUs commonly found in the environment. Total network analysis revealed a majority of positive partial correlations. We identified strong relationships between OTUs belonging to Wolbachia and Arsenophonus, evidence for the presence of the parasitoid wasp Ixodiphagus hookeri in ticks. Other associations were observed between the tick symbiont Candidatus Midichloria and pathogens belonging to Rickettsia. Finally, more specific network analyses were performed on TBP-infected samples and suggested that the presence of pathogens belonging to the genera Borrelia, Anaplasma and Rickettsia may disrupt microbial interactions in I. ricinus. CONCLUSIONS: We identified the I. ricinus microbiota and documented marked shifts in tick microbiota dynamics over time. Statistically, we showed strong relationships between the presence of specific pathogens and the structure of the I. ricinus microbiota. We detected close links between some tick symbionts and the potential presence of either pathogenic Rickettsia or a parasitoid in ticks. These new findings pave the way for the development of new strategies for the control of ticks and tick-borne diseases. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40168-021-01051-8. BioMed Central 2021-07-03 /pmc/articles/PMC8254910/ /pubmed/34217365 http://dx.doi.org/10.1186/s40168-021-01051-8 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Lejal, E. Chiquet, J. Aubert, J. Robin, S. Estrada-Peña, A. Rue, O. Midoux, C. Mariadassou, M. Bailly, X. Cougoul, A. Gasqui, P. Cosson, J. F. Chalvet-Monfray, K. Vayssier-Taussat, M. Pollet, T. Temporal patterns in Ixodes ricinus microbial communities: an insight into tick-borne microbe interactions |
title | Temporal patterns in Ixodes ricinus microbial communities: an insight into tick-borne microbe interactions |
title_full | Temporal patterns in Ixodes ricinus microbial communities: an insight into tick-borne microbe interactions |
title_fullStr | Temporal patterns in Ixodes ricinus microbial communities: an insight into tick-borne microbe interactions |
title_full_unstemmed | Temporal patterns in Ixodes ricinus microbial communities: an insight into tick-borne microbe interactions |
title_short | Temporal patterns in Ixodes ricinus microbial communities: an insight into tick-borne microbe interactions |
title_sort | temporal patterns in ixodes ricinus microbial communities: an insight into tick-borne microbe interactions |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8254910/ https://www.ncbi.nlm.nih.gov/pubmed/34217365 http://dx.doi.org/10.1186/s40168-021-01051-8 |
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