Fecal Volatile Organic Ccompound Profiles from White-Tailed Deer (Odocoileus virginianus) as Indicators of Mycobacterium bovis Exposure or Mycobacterium bovis Bacille Calmette-Guerin (BCG) Vaccination
RESEARCH ARTICLE
Fecal Volatile Organic Ccompound Profiles
from White-Tailed Deer (Odocoileus
virginianus) as Indicators of Mycobacterium
bovis Exposure or Mycobacterium bovis
Bacille Calmette-Guerin (BCG) Vaccination
Randal S. Stahl1*, Christine K. Ellis1, Pauline Nol2, W. Ray Waters3, Mitchell Palmer3, Kurt
C. VerCauteren1
1 United States Department of Agriculture (USDA)-Animal and Plant Health Inspection Service (APHIS)Wildlife Services, National Wildlife Research Center, Fort Collins, Colorado, United States of America,
2 Wildlife Livestock Disease Investigations Team, USDA-APHIS-Veterinary Services-Science, Technology,
and Analysis Services, National Veterinary Services Laboratory, Fort Collins, Colorado, United States of
America, 3 Infectious Bacterial Diseases Research Unit, USDA-Agricultural Research Service, National
Animal Disease Center, Ames, Iowa, United States of America
*
OPEN ACCESS
Citation: Stahl RS, Ellis CK, Nol P, Waters WR,
Palmer M, VerCauteren KC (2015) Fecal Volatile
Organic Ccompound Profiles from White-Tailed Deer
(Odocoileus virginianus) as Indicators of
Mycobacterium bovis Exposure or Mycobacterium
bovis Bacille Calmette-Guerin (BCG) Vaccination.
PLoS ONE 10(6): e0129740. doi:10.1371/journal.
pone.0129740
Academic Editor: Srinand Sreevatsan, University of
Minnesota, UNITED STATES
Received: November 14, 2014
Accepted: May 12, 2015
Published: June 10, 2015
Copyright: This is an open access article, free of all
copyright, and may be freely reproduced, distributed,
transmitted, modified, built upon, or otherwise used
by anyone for any lawful purpose. The work is made
available under the Creative Commons CC0 public
domain dedication.
Data Availability Statement: All relevant data are
within the paper.
Funding: The authors have no support or funding to
report.
Competing Interests: The authors have declared
that no competing interests exist.
Abstract
White-tailed deer (Odocoileus virginianus) serve as a reservoir for bovine tuberculosis,
caused by Mycobacterium bovis, and can be a source of infection in cattle. Vaccination with
M. bovis Bacille Calmette Guerin (BCG) is being considered for management of bovine tuberculosis in deer. Presently, no method exists to non-invasively monitor the presence of
bovine tuberculosis in deer. In this study, volatile organic compound profiles of BCG-vaccinated and non-vaccinated deer, before and after experimental challenge with M. bovis
strain 95–1315, were generated using solid phase microextraction fiber head-space sampling over suspended fecal pellets with analysis by gas chromatography/mass spectrometry. Chromatograms were processed using XCMS Online to characterize ion variation
among treatment groups. The principal component scores resulting from significant (α =
0.05) ion responses were used to build linear discriminant analysis models. The sensitivity
and specificity of these models were used to evaluate the feasibility of using this analytical
approach to distinguish within group comparisons between pre- and post-M. bovis challenge: non-vaccinated male or female deer, BCG-vaccinated male deer, and the mixed gender non-vaccinated deer data. Seventeen compounds were identified in this analysis. The
peak areas for these compounds were used to build a linear discriminant classification
model based on principal component analysis scores to evaluate the feasibility of discriminating between fecal samples from M. bovis challenged deer, irrespective of vaccination
status. The model best representing the data had a sensitivity of 78.6% and a specificity of
91.4%. The fecal head-space sampling approach presented in this pilot study provides a
non-invasive method to discriminate between M. bovis challenged deer and BCG-vaccinated deer. Additionally, the technique may prove invaluable for BCG efficacy studies with
PLOS ONE | DOI:10.1371/journal.pone.0129740 June 10, 2015
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Use of Fecal VOC as Indicators of bTB Exposure in WTD
free-ranging deer as well as for use as a non-invasive monitoring system for the detection of
tuberculosis in captive deer and other livestock.
Introduction
Bovine tuberculosis (bTB), caused by Mycobacterium bovis, is a disease of importance to public
health, domestic agriculture, and international trade [1, 2]. Implementation of disease surveillance and eradication programs in the United States (US) has dramatically reduced the prevalence of bTB in domestic livestock herds [3]; however, import of infected animals from
Mexico, infrequent inter-herd transmission (including transmission from captive cervids to
cattle), and the endemic presence of bTB in free-ranging populations of white-tailed deer (Odocoileus virginianus; WTD) in Michigan, USA and feral swine (Sus scrofa) on Molokai Island,
Hawaii, USA have been major obstacles to achieving disease-free status [4–7]. According to the
World Health Organization (WHO), approximately 8.8 million incident cases of human tuberculosis occurred globally in 2010 [8]. Mycobacterium tuberculosis was responsible for the majority of those cases; however, an unknown proportion of cases were likely attributable to M.
bovis [9, 10]. Eradication programs [11] and milk pasteurization have decreased the incidence
of bTB in developed countries; however, in some developing countries, disease prevalence in
cattle may exceed 10% [12, 13].
Bovine tuberculosis is endemic at low prevalence in the WTD population in northeastern
Michigan, which serves as a reservoir for transmission to cattle [14, 15]. Surveillance data identified core outbreak areas with a prevalence rate of approximately 2%, with focal areas within
the core area having higher prevalence (> 3.5%)[16]. Primary surveillance and control strategies for WTD have historically relied on reducing WTD densities through hunting and by restricting baiting and supplemental feeding. Oral vaccination with M. bovis Bacille CalmetteGuerin (BCG) has been shown to be effective in protecting WTD from disease and is being
considered as a management tool in addition to the existing tools already in place [17–19].
Standard procedures for monitoring captive cervids for bTB are based on the administration
of a single cervical tuberculin test (SCT) followed by a comparative cervical tuberculin test
(CCT) [20] and more recently, the Dual Path Platform VetTB Assay (DPP; Chembio Diagnostic Systems, Inc., Medford, NY, USA) which has been approved for use as both primary and
secondary tests [21]. These testing strategies require one or more animal handling events and
DPP-based approaches may falsely identify BCG-vaccinated animals as M. bovis-infected [18,
22]. The United States Department of Agriculture (USDA) performed a comprehensive evaluation in cervids of the SCT and CCT used in series and reported that the sensitivity and specificity were 87.1 and 90.4% respectively [23]. Palmer et al. [24] demonstrated the sensitivity and
specificity of the CCT alone to be 97% and 81% respectively in 169 known infected and non (...truncated)