Bachelor of Science
School or Department
Wildlife Biology – Terrestrial
Professor Mark Hebblewhite
Faculty Mentor Department
Professor William E. Holben
metagenomics, biomarker, elk, non-invasive, wildlife, 16S
Bioinformatics | Environmental Microbiology and Microbial Ecology | Genetics | Genomics | Molecular Biology | Molecular Genetics | Other Animal Sciences | Other Genetics and Genomics | Other Nutrition
The composition of the intestinal bacterial community (intestinal microbiome) of mammals is associated with changes in diet, stress, disease and physical condition of the animal. The relationship between health and the microbiome has been extensively demonstrated in studies of humans and mice; this provides strong support for its potential utility in wildlife. When managing elk (Cervus canadensis), federal and state agencies currently must rely on invasive sampling and coarse demographic data on which to base their decisions. By developing microbiome-based biomarkers that vary as a function of elk body condition and disease (i.e. microbial biomarkers), we hope to provide managers with the ability to monitor direct impacts from environmental stressors on individual animals and the herd. This approach, once established, represents a low cost, non-invasive sampling method based simply on fecal pellet collection in the field and intestinal microbiome analysis in the lab. Montana Fish, Wildlife and Parks collected the scat and linked body condition metrics from four GPS collared populations in Montana in winter 2014, using helicopter teams and invasive sampling methods. We analyzed 111 individual wild elk fecal microbiomes using Illumina MiSeq sequencing of partial 16S-rRNA gene amplicons. Using the QIIME pipeline and a floating search feature selection algorithm (SFFS) with linear discriminate analysis (LDA) and leave-one-out cross validation (CV) we were able to elucidate informative patterns in bacterial taxa presence and abundance by comparing them to various measured body conditions and geographic locations of elk sampled. Microbial biomarkers provide potential for managers to routinely obtain fine scale non-invasive health metrics from scat samples obtained in the field for species of concern.
Honors College Research Project
Pannoni, Samuel B., "Developing Microbial Biomarkers to Non-invasively Assess Health in Wild Elk (Cervus canadensis) Populations" (2015). Undergraduate Theses and Professional Papers. 66.
Available for download on Thursday, September 10, 2020
Bioinformatics Commons, Environmental Microbiology and Microbial Ecology Commons, Genetics Commons, Genomics Commons, Molecular Biology Commons, Molecular Genetics Commons, Other Animal Sciences Commons, Other Genetics and Genomics Commons, Other Nutrition Commons
© Copyright 2015 Samuel B. Pannoni