The features of fecal and ileal mucosa-associated microbiota in dairy calves during early infection with Mycobacterium avium subspecies paratuberculosis

Current diagnostic tests for Johne's disease (JD), a chronic granulomatous inflammation of the gastrointestinal tract of ruminants caused by Mycobacterium avium subspecies paratuberculosis (MAP), lack the sensitivity to identify infected animals at early (asymptomatic) stages of the disease. Th...

Full description

Bibliographic Details
Main Authors: Hooman eDerakhshani, Jeroen eDe Buck, Rienske eMortier, Herman W Barkema, Denis O Krause, Ehsan eKhafipour
Format: Article
Language:English
Published: Frontiers Media S.A. 2016-03-01
Series:Frontiers in Microbiology
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fmicb.2016.00426/full
id doaj-a830771dbc3549e49726ea205886026e
record_format Article
spelling doaj-a830771dbc3549e49726ea205886026e2020-11-24T23:18:57ZengFrontiers Media S.A.Frontiers in Microbiology1664-302X2016-03-01710.3389/fmicb.2016.00426178364The features of fecal and ileal mucosa-associated microbiota in dairy calves during early infection with Mycobacterium avium subspecies paratuberculosisHooman eDerakhshani0Jeroen eDe Buck1Rienske eMortier2Herman W Barkema3Denis O Krause4Denis O Krause5Ehsan eKhafipour6Ehsan eKhafipour7University of ManitobaUniversity of CalgaryUniversity of CalgaryUniversity of CalgaryUniversity of ManitobaUniversity of ManitobaUniversity of ManitobaUniversity of ManitobaCurrent diagnostic tests for Johne's disease (JD), a chronic granulomatous inflammation of the gastrointestinal tract of ruminants caused by Mycobacterium avium subspecies paratuberculosis (MAP), lack the sensitivity to identify infected animals at early (asymptomatic) stages of the disease. The objective was to determine the pattern of MAP-associated dysbiosis of intestinal microbiota as a potential biomarker for early detection of infected cattle. To that end, genomic DNA was extracted from ileal mucosa and fecal samples collected from 28 MAP-positive and five control calves. High-throughput Illumina sequencing of the V4 hypervariable region of the 16S rRNA gene was used for community profiling of ileal mucosa-associated (MAM) or fecal microbiota. The PERMANOVA analysis of unweighted UniFrac distances revealed distinct clustering of ileal MAM (P = 0.049) and fecal microbiota (P = 0.068) in MAP-infected versus control cattle. Microbiota profile of MAP infected animals was further investigated by linear discriminant analysis effective size (LEfSe); several bacterial taxa within the phylum Proteobacteria were overrepresented in ileal MAM of control calves. Moreover, based on reconstructed metagenomes (PICRUSt) of ileal MAM, functional pathways associated with MAP infection were inferred. Enrichment of lysine and histidine metabolism pathways, and underrepresentation of glutathione metabolism and leucine and isoleucine degradation pathways in MAP-infected calves suggested potential contributions of ileal MAM in development of intestinal inflammation. Finally, simultaneous overrepresentation of families Planococcaceae and Paraprevotellaceae, as well as underrepresentation of genera Faecalibacterium and Akkermansia in the fecal microbiota of infected cattle, served as potential biomarker for identifying infected cattle during subclinical stages of JD. Collectively, based on compositional and functional shifts in intestinal microbiota of infected cattle, we inferred that this dynamic network of microorganisms had an active role in intestinal homeostasis.http://journal.frontiersin.org/Journal/10.3389/fmicb.2016.00426/fullmicrobiomehigh throughput sequencingJohne's diseaseMycobacterium avium subspecies paratuberculosis (MAP)Bimarker
collection DOAJ
language English
format Article
sources DOAJ
author Hooman eDerakhshani
Jeroen eDe Buck
Rienske eMortier
Herman W Barkema
Denis O Krause
Denis O Krause
Ehsan eKhafipour
Ehsan eKhafipour
spellingShingle Hooman eDerakhshani
Jeroen eDe Buck
Rienske eMortier
Herman W Barkema
Denis O Krause
Denis O Krause
Ehsan eKhafipour
Ehsan eKhafipour
The features of fecal and ileal mucosa-associated microbiota in dairy calves during early infection with Mycobacterium avium subspecies paratuberculosis
Frontiers in Microbiology
microbiome
high throughput sequencing
Johne's disease
Mycobacterium avium subspecies paratuberculosis (MAP)
Bimarker
author_facet Hooman eDerakhshani
Jeroen eDe Buck
Rienske eMortier
Herman W Barkema
Denis O Krause
Denis O Krause
Ehsan eKhafipour
Ehsan eKhafipour
author_sort Hooman eDerakhshani
title The features of fecal and ileal mucosa-associated microbiota in dairy calves during early infection with Mycobacterium avium subspecies paratuberculosis
title_short The features of fecal and ileal mucosa-associated microbiota in dairy calves during early infection with Mycobacterium avium subspecies paratuberculosis
title_full The features of fecal and ileal mucosa-associated microbiota in dairy calves during early infection with Mycobacterium avium subspecies paratuberculosis
title_fullStr The features of fecal and ileal mucosa-associated microbiota in dairy calves during early infection with Mycobacterium avium subspecies paratuberculosis
title_full_unstemmed The features of fecal and ileal mucosa-associated microbiota in dairy calves during early infection with Mycobacterium avium subspecies paratuberculosis
title_sort features of fecal and ileal mucosa-associated microbiota in dairy calves during early infection with mycobacterium avium subspecies paratuberculosis
publisher Frontiers Media S.A.
series Frontiers in Microbiology
issn 1664-302X
publishDate 2016-03-01
description Current diagnostic tests for Johne's disease (JD), a chronic granulomatous inflammation of the gastrointestinal tract of ruminants caused by Mycobacterium avium subspecies paratuberculosis (MAP), lack the sensitivity to identify infected animals at early (asymptomatic) stages of the disease. The objective was to determine the pattern of MAP-associated dysbiosis of intestinal microbiota as a potential biomarker for early detection of infected cattle. To that end, genomic DNA was extracted from ileal mucosa and fecal samples collected from 28 MAP-positive and five control calves. High-throughput Illumina sequencing of the V4 hypervariable region of the 16S rRNA gene was used for community profiling of ileal mucosa-associated (MAM) or fecal microbiota. The PERMANOVA analysis of unweighted UniFrac distances revealed distinct clustering of ileal MAM (P = 0.049) and fecal microbiota (P = 0.068) in MAP-infected versus control cattle. Microbiota profile of MAP infected animals was further investigated by linear discriminant analysis effective size (LEfSe); several bacterial taxa within the phylum Proteobacteria were overrepresented in ileal MAM of control calves. Moreover, based on reconstructed metagenomes (PICRUSt) of ileal MAM, functional pathways associated with MAP infection were inferred. Enrichment of lysine and histidine metabolism pathways, and underrepresentation of glutathione metabolism and leucine and isoleucine degradation pathways in MAP-infected calves suggested potential contributions of ileal MAM in development of intestinal inflammation. Finally, simultaneous overrepresentation of families Planococcaceae and Paraprevotellaceae, as well as underrepresentation of genera Faecalibacterium and Akkermansia in the fecal microbiota of infected cattle, served as potential biomarker for identifying infected cattle during subclinical stages of JD. Collectively, based on compositional and functional shifts in intestinal microbiota of infected cattle, we inferred that this dynamic network of microorganisms had an active role in intestinal homeostasis.
topic microbiome
high throughput sequencing
Johne's disease
Mycobacterium avium subspecies paratuberculosis (MAP)
Bimarker
url http://journal.frontiersin.org/Journal/10.3389/fmicb.2016.00426/full
work_keys_str_mv AT hoomanederakhshani thefeaturesoffecalandilealmucosaassociatedmicrobiotaindairycalvesduringearlyinfectionwithmycobacteriumaviumsubspeciesparatuberculosis
AT jeroenedebuck thefeaturesoffecalandilealmucosaassociatedmicrobiotaindairycalvesduringearlyinfectionwithmycobacteriumaviumsubspeciesparatuberculosis
AT rienskeemortier thefeaturesoffecalandilealmucosaassociatedmicrobiotaindairycalvesduringearlyinfectionwithmycobacteriumaviumsubspeciesparatuberculosis
AT hermanwbarkema thefeaturesoffecalandilealmucosaassociatedmicrobiotaindairycalvesduringearlyinfectionwithmycobacteriumaviumsubspeciesparatuberculosis
AT denisokrause thefeaturesoffecalandilealmucosaassociatedmicrobiotaindairycalvesduringearlyinfectionwithmycobacteriumaviumsubspeciesparatuberculosis
AT denisokrause thefeaturesoffecalandilealmucosaassociatedmicrobiotaindairycalvesduringearlyinfectionwithmycobacteriumaviumsubspeciesparatuberculosis
AT ehsanekhafipour thefeaturesoffecalandilealmucosaassociatedmicrobiotaindairycalvesduringearlyinfectionwithmycobacteriumaviumsubspeciesparatuberculosis
AT ehsanekhafipour thefeaturesoffecalandilealmucosaassociatedmicrobiotaindairycalvesduringearlyinfectionwithmycobacteriumaviumsubspeciesparatuberculosis
AT hoomanederakhshani featuresoffecalandilealmucosaassociatedmicrobiotaindairycalvesduringearlyinfectionwithmycobacteriumaviumsubspeciesparatuberculosis
AT jeroenedebuck featuresoffecalandilealmucosaassociatedmicrobiotaindairycalvesduringearlyinfectionwithmycobacteriumaviumsubspeciesparatuberculosis
AT rienskeemortier featuresoffecalandilealmucosaassociatedmicrobiotaindairycalvesduringearlyinfectionwithmycobacteriumaviumsubspeciesparatuberculosis
AT hermanwbarkema featuresoffecalandilealmucosaassociatedmicrobiotaindairycalvesduringearlyinfectionwithmycobacteriumaviumsubspeciesparatuberculosis
AT denisokrause featuresoffecalandilealmucosaassociatedmicrobiotaindairycalvesduringearlyinfectionwithmycobacteriumaviumsubspeciesparatuberculosis
AT denisokrause featuresoffecalandilealmucosaassociatedmicrobiotaindairycalvesduringearlyinfectionwithmycobacteriumaviumsubspeciesparatuberculosis
AT ehsanekhafipour featuresoffecalandilealmucosaassociatedmicrobiotaindairycalvesduringearlyinfectionwithmycobacteriumaviumsubspeciesparatuberculosis
AT ehsanekhafipour featuresoffecalandilealmucosaassociatedmicrobiotaindairycalvesduringearlyinfectionwithmycobacteriumaviumsubspeciesparatuberculosis
_version_ 1725579173734383616