Cargando…

Shotgun Metagenomic Sequencing Reveals Functional Genes and Microbiome Associated with Bovine Digital Dermatitis

Metagenomic methods amplifying 16S ribosomal RNA genes have been used to describe the microbial diversity of healthy skin and lesion stages of bovine digital dermatitis (DD) and to detect critical pathogens involved with disease pathogenesis. In this study, we characterized the microbiome and for th...

Descripción completa

Detalles Bibliográficos
Autores principales: Zinicola, Martin, Higgins, Hazel, Lima, Svetlana, Machado, Vinicius, Guard, Charles, Bicalho, Rodrigo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4508036/
https://www.ncbi.nlm.nih.gov/pubmed/26193110
http://dx.doi.org/10.1371/journal.pone.0133674
_version_ 1782381878310862848
author Zinicola, Martin
Higgins, Hazel
Lima, Svetlana
Machado, Vinicius
Guard, Charles
Bicalho, Rodrigo
author_facet Zinicola, Martin
Higgins, Hazel
Lima, Svetlana
Machado, Vinicius
Guard, Charles
Bicalho, Rodrigo
author_sort Zinicola, Martin
collection PubMed
description Metagenomic methods amplifying 16S ribosomal RNA genes have been used to describe the microbial diversity of healthy skin and lesion stages of bovine digital dermatitis (DD) and to detect critical pathogens involved with disease pathogenesis. In this study, we characterized the microbiome and for the first time, the composition of functional genes of healthy skin (HS), active (ADD) and inactive (IDD) lesion stages using a whole-genome shotgun approach. Metagenomic sequences were annotated using MG-RAST pipeline. Six phyla were identified as the most abundant. Firmicutes and Actinobacteria were the predominant bacterial phyla in the microbiome of HS, while Spirochetes, Bacteroidetes and Proteobacteria were highly abundant in ADD and IDD. T. denticola-like, T. vincentii-like and T. phagedenis-like constituted the most abundant species in ADD and IDD. Recruitment plots comparing sequences from HS, ADD and IDD samples to the genomes of specific Treponema spp., supported the presence of T. denticola and T. vincentii in ADD and IDD. Comparison of the functional composition of HS to ADD and IDD identified a significant difference in genes associated with motility/chemotaxis and iron acquisition/metabolism. We also provide evidence that the microbiome of ADD and IDD compared to that of HS had significantly higher abundance of genes associated with resistance to copper and zinc, which are commonly used in footbaths to prevent and control DD. In conclusion, the results from this study provide new insights into the HS, ADD and IDD microbiomes, improve our understanding of the disease pathogenesis and generate unprecedented knowledge regarding the functional genetic composition of the digital dermatitis microbiome.
format Online
Article
Text
id pubmed-4508036
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-45080362015-07-24 Shotgun Metagenomic Sequencing Reveals Functional Genes and Microbiome Associated with Bovine Digital Dermatitis Zinicola, Martin Higgins, Hazel Lima, Svetlana Machado, Vinicius Guard, Charles Bicalho, Rodrigo PLoS One Research Article Metagenomic methods amplifying 16S ribosomal RNA genes have been used to describe the microbial diversity of healthy skin and lesion stages of bovine digital dermatitis (DD) and to detect critical pathogens involved with disease pathogenesis. In this study, we characterized the microbiome and for the first time, the composition of functional genes of healthy skin (HS), active (ADD) and inactive (IDD) lesion stages using a whole-genome shotgun approach. Metagenomic sequences were annotated using MG-RAST pipeline. Six phyla were identified as the most abundant. Firmicutes and Actinobacteria were the predominant bacterial phyla in the microbiome of HS, while Spirochetes, Bacteroidetes and Proteobacteria were highly abundant in ADD and IDD. T. denticola-like, T. vincentii-like and T. phagedenis-like constituted the most abundant species in ADD and IDD. Recruitment plots comparing sequences from HS, ADD and IDD samples to the genomes of specific Treponema spp., supported the presence of T. denticola and T. vincentii in ADD and IDD. Comparison of the functional composition of HS to ADD and IDD identified a significant difference in genes associated with motility/chemotaxis and iron acquisition/metabolism. We also provide evidence that the microbiome of ADD and IDD compared to that of HS had significantly higher abundance of genes associated with resistance to copper and zinc, which are commonly used in footbaths to prevent and control DD. In conclusion, the results from this study provide new insights into the HS, ADD and IDD microbiomes, improve our understanding of the disease pathogenesis and generate unprecedented knowledge regarding the functional genetic composition of the digital dermatitis microbiome. Public Library of Science 2015-07-20 /pmc/articles/PMC4508036/ /pubmed/26193110 http://dx.doi.org/10.1371/journal.pone.0133674 Text en © 2015 Zinicola et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Zinicola, Martin
Higgins, Hazel
Lima, Svetlana
Machado, Vinicius
Guard, Charles
Bicalho, Rodrigo
Shotgun Metagenomic Sequencing Reveals Functional Genes and Microbiome Associated with Bovine Digital Dermatitis
title Shotgun Metagenomic Sequencing Reveals Functional Genes and Microbiome Associated with Bovine Digital Dermatitis
title_full Shotgun Metagenomic Sequencing Reveals Functional Genes and Microbiome Associated with Bovine Digital Dermatitis
title_fullStr Shotgun Metagenomic Sequencing Reveals Functional Genes and Microbiome Associated with Bovine Digital Dermatitis
title_full_unstemmed Shotgun Metagenomic Sequencing Reveals Functional Genes and Microbiome Associated with Bovine Digital Dermatitis
title_short Shotgun Metagenomic Sequencing Reveals Functional Genes and Microbiome Associated with Bovine Digital Dermatitis
title_sort shotgun metagenomic sequencing reveals functional genes and microbiome associated with bovine digital dermatitis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4508036/
https://www.ncbi.nlm.nih.gov/pubmed/26193110
http://dx.doi.org/10.1371/journal.pone.0133674
work_keys_str_mv AT zinicolamartin shotgunmetagenomicsequencingrevealsfunctionalgenesandmicrobiomeassociatedwithbovinedigitaldermatitis
AT higginshazel shotgunmetagenomicsequencingrevealsfunctionalgenesandmicrobiomeassociatedwithbovinedigitaldermatitis
AT limasvetlana shotgunmetagenomicsequencingrevealsfunctionalgenesandmicrobiomeassociatedwithbovinedigitaldermatitis
AT machadovinicius shotgunmetagenomicsequencingrevealsfunctionalgenesandmicrobiomeassociatedwithbovinedigitaldermatitis
AT guardcharles shotgunmetagenomicsequencingrevealsfunctionalgenesandmicrobiomeassociatedwithbovinedigitaldermatitis
AT bicalhorodrigo shotgunmetagenomicsequencingrevealsfunctionalgenesandmicrobiomeassociatedwithbovinedigitaldermatitis