Data from: 16S rRNA amplicon sequencing for epidemiological surveys of bacteria in wildlife

The human impact on natural habitats is increasing the complexity of human-wildlife interactions and leading to the emergence of infectious diseases worldwide. Highly successful synanthropic wildlife species, such as rodents, will undoubtedly play an increasingly important role in transmitting zoono...

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Main Authors: Galan, Maxime, Razzauti, Maria, Bard, Emilie, Bernard, Maria, Brouat, Carine, Charbonnel, Nathalie, Dehne-Garcia, Alexandre, Loiseau, Anne, Tatard, Caroline, Tamisier, Lucie, Vayssier-Taussat, Muriel, Vignes, Hélène, Cosson, Jean-François
Format: Other/Unknown Material
Language:unknown
Published: Zenodo 2017
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Online Access:https://doi.org/10.5061/dryad.m3p7d
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author Galan, Maxime
Razzauti, Maria
Bard, Emilie
Bernard, Maria
Brouat, Carine
Charbonnel, Nathalie
Dehne-Garcia, Alexandre
Loiseau, Anne
Tatard, Caroline
Tamisier, Lucie
Vayssier-Taussat, Muriel
Vignes, Hélène
Cosson, Jean-François
author_facet Galan, Maxime
Razzauti, Maria
Bard, Emilie
Bernard, Maria
Brouat, Carine
Charbonnel, Nathalie
Dehne-Garcia, Alexandre
Loiseau, Anne
Tatard, Caroline
Tamisier, Lucie
Vayssier-Taussat, Muriel
Vignes, Hélène
Cosson, Jean-François
author_sort Galan, Maxime
collection Zenodo
description The human impact on natural habitats is increasing the complexity of human-wildlife interactions and leading to the emergence of infectious diseases worldwide. Highly successful synanthropic wildlife species, such as rodents, will undoubtedly play an increasingly important role in transmitting zoonotic diseases. We investigated the potential for recent developments in 16S rRNA amplicon sequencing to facilitate the multiplexing of the large numbers of samples needed to improve our understanding of the risk of zoonotic disease transmission posed by urban rodents in West Africa. In addition to listing pathogenic bacteria in wild populations, as in other high-throughput sequencing (HTS) studies, our approach can estimate essential parameters for studies of zoonotic risk, such as prevalence and patterns of coinfection within individual hosts. However, the estimation of these parameters requires cleaning of the raw data to mitigate the biases generated by HTS methods. We present here an extensive review of these biases and of their consequences, and we propose a comprehensive trimming strategy for managing these biases. We demonstrated the application of this strategy using 711 commensal rodents, including 208 Mus musculus domesticus, 189 Rattus rattus, 93 Mastomys natalensis, and 221 Mastomys erythroleucus, collected from 24 villages in Senegal. Seven major genera of pathogenic bacteria were detected in their spleens: Borrelia, Bartonella, Mycoplasma, Ehrlichia, Rickettsia, Streptobacillus, and Orientia. Mycoplasma, Ehrlichia, Rickettsia, Streptobacillus, and Orientia have never before been detected in West African rodents. Bacterial prevalence ranged from 0% to 90% of individuals per site, depending on the bacterial taxon, rodent species, and site considered, and 26% of rodents displayed coinfection. The 16S rRNA amplicon sequencing strategy presented here has the advantage over other molecular surveillance tools of dealing with a large spectrum of bacterial pathogens without requiring assumptions about their ...
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genre Rattus rattus
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op_doi https://doi.org/10.5061/dryad.m3p7d10.1128/mSystems.00032-16
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https://doi.org/10.5061/dryad.m3p7d
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spelling ftzenodo:oai:zenodo.org:4983362 2025-01-17T00:27:15+00:00 Data from: 16S rRNA amplicon sequencing for epidemiological surveys of bacteria in wildlife Galan, Maxime Razzauti, Maria Bard, Emilie Bernard, Maria Brouat, Carine Charbonnel, Nathalie Dehne-Garcia, Alexandre Loiseau, Anne Tatard, Caroline Tamisier, Lucie Vayssier-Taussat, Muriel Vignes, Hélène Cosson, Jean-François 2017-04-29 https://doi.org/10.5061/dryad.m3p7d unknown Zenodo https://doi.org/10.1128/mSystems.00032-16 https://zenodo.org/communities/dryad https://doi.org/10.5061/dryad.m3p7d oai:zenodo.org:4983362 info:eu-repo/semantics/openAccess Creative Commons Zero v1.0 Universal https://creativecommons.org/publicdomain/zero/1.0/legalcode Bartonella Mastomys erythroleucus HTS Mycoplasma MiSeq Orientia Mus musculus domesticus Next-generation sequencing Borrelia 16S rRNA amplicon sequencing Rodents West Africa metagenomics Disease monitoring Streptobacillus Rattus rattus Mastomys natalensis Rickettsia Ehrlichia info:eu-repo/semantics/other 2017 ftzenodo https://doi.org/10.5061/dryad.m3p7d10.1128/mSystems.00032-16 2024-12-06T08:44:39Z The human impact on natural habitats is increasing the complexity of human-wildlife interactions and leading to the emergence of infectious diseases worldwide. Highly successful synanthropic wildlife species, such as rodents, will undoubtedly play an increasingly important role in transmitting zoonotic diseases. We investigated the potential for recent developments in 16S rRNA amplicon sequencing to facilitate the multiplexing of the large numbers of samples needed to improve our understanding of the risk of zoonotic disease transmission posed by urban rodents in West Africa. In addition to listing pathogenic bacteria in wild populations, as in other high-throughput sequencing (HTS) studies, our approach can estimate essential parameters for studies of zoonotic risk, such as prevalence and patterns of coinfection within individual hosts. However, the estimation of these parameters requires cleaning of the raw data to mitigate the biases generated by HTS methods. We present here an extensive review of these biases and of their consequences, and we propose a comprehensive trimming strategy for managing these biases. We demonstrated the application of this strategy using 711 commensal rodents, including 208 Mus musculus domesticus, 189 Rattus rattus, 93 Mastomys natalensis, and 221 Mastomys erythroleucus, collected from 24 villages in Senegal. Seven major genera of pathogenic bacteria were detected in their spleens: Borrelia, Bartonella, Mycoplasma, Ehrlichia, Rickettsia, Streptobacillus, and Orientia. Mycoplasma, Ehrlichia, Rickettsia, Streptobacillus, and Orientia have never before been detected in West African rodents. Bacterial prevalence ranged from 0% to 90% of individuals per site, depending on the bacterial taxon, rodent species, and site considered, and 26% of rodents displayed coinfection. The 16S rRNA amplicon sequencing strategy presented here has the advantage over other molecular surveillance tools of dealing with a large spectrum of bacterial pathogens without requiring assumptions about their ... Other/Unknown Material Rattus rattus Zenodo
spellingShingle Bartonella
Mastomys erythroleucus
HTS
Mycoplasma
MiSeq
Orientia
Mus musculus domesticus
Next-generation sequencing
Borrelia
16S rRNA amplicon sequencing
Rodents
West Africa
metagenomics
Disease monitoring
Streptobacillus
Rattus rattus
Mastomys natalensis
Rickettsia
Ehrlichia
Galan, Maxime
Razzauti, Maria
Bard, Emilie
Bernard, Maria
Brouat, Carine
Charbonnel, Nathalie
Dehne-Garcia, Alexandre
Loiseau, Anne
Tatard, Caroline
Tamisier, Lucie
Vayssier-Taussat, Muriel
Vignes, Hélène
Cosson, Jean-François
Data from: 16S rRNA amplicon sequencing for epidemiological surveys of bacteria in wildlife
title Data from: 16S rRNA amplicon sequencing for epidemiological surveys of bacteria in wildlife
title_full Data from: 16S rRNA amplicon sequencing for epidemiological surveys of bacteria in wildlife
title_fullStr Data from: 16S rRNA amplicon sequencing for epidemiological surveys of bacteria in wildlife
title_full_unstemmed Data from: 16S rRNA amplicon sequencing for epidemiological surveys of bacteria in wildlife
title_short Data from: 16S rRNA amplicon sequencing for epidemiological surveys of bacteria in wildlife
title_sort data from: 16s rrna amplicon sequencing for epidemiological surveys of bacteria in wildlife
topic Bartonella
Mastomys erythroleucus
HTS
Mycoplasma
MiSeq
Orientia
Mus musculus domesticus
Next-generation sequencing
Borrelia
16S rRNA amplicon sequencing
Rodents
West Africa
metagenomics
Disease monitoring
Streptobacillus
Rattus rattus
Mastomys natalensis
Rickettsia
Ehrlichia
topic_facet Bartonella
Mastomys erythroleucus
HTS
Mycoplasma
MiSeq
Orientia
Mus musculus domesticus
Next-generation sequencing
Borrelia
16S rRNA amplicon sequencing
Rodents
West Africa
metagenomics
Disease monitoring
Streptobacillus
Rattus rattus
Mastomys natalensis
Rickettsia
Ehrlichia
url https://doi.org/10.5061/dryad.m3p7d