Rumen bacterial community structure impacts feed efficiency in beef cattle
Open Access
- 27 March 2018
- journal article
- research article
- Published by Oxford University Press (OUP) in Journal of Animal Science
- Vol. 96 (3) , 1045-1058
Abstract
The importance of the rumen microbiota on nutrient cycling to the animal is well recognized; however, our understanding of the influence of the rumen microbiome composition on feed efficiency is limited. The rumen microbiomes of two large animal cohorts (125 heifers and 122 steers) were characterized to identify specific bacterial members (operational taxonomic units [OTUs]) associated with feed efficiency traits (ADFI, ADG, and G:F) in beef cattle. The heifer and steer cohorts were fed a forage-based diet and a concentrate-based diet, respectively. A rumen sample was obtained from each animal via esophageal tubing and bacterial community composition was determined through 16S rRNA gene sequencing of the V4 region. Based on a regression approach that used individual performance measures, animals were classified into divergent feed efficiency groups. Within cohort, an extreme set of 16 animals from these divergent groups was selected as a discovery population to identify differentially abundant OTUs across the rumen bacterial communities. The remaining samples from each cohort were selected to perform forward stepwise regressions using the differentially abundant OTUs as explanatory variables to distinguish predictive OTUs for the feed efficiency traits and to quantify the OTUs collective impact on feed efficiency phenotypes. OTUs belonging to the families Prevotellaceae and Victivallaceae were present across models for heifers, whereas OTUs belonging to the families Prevotellaceae and Lachnospiraceae were present across models for steers. Within the heifer cohort, models explained 19.3%, 25.3%, and 19.8% of the variation for ADFI, ADG, and G:F, respectively. Within the steer cohort, models explained 27.7%, 32.5%, and 26.9% of the variation for ADFI, ADG, and G:F, respectively. Overall, this study suggests a substantial role of the rumen microbiome on feed efficiency responses.Keywords
This publication has 51 references indexed in Scilit:
- Effect of Phenotypic Residual Feed Intake and Dietary Forage Content on the Rumen Microbial Community of Beef CattleApplied and Environmental Microbiology, 2012
- Impact of Feed Efficiency and Diet on Adaptive Variations in the Bacterial Community in the Rumen Fluid of CattleApplied and Environmental Microbiology, 2012
- An improved Greengenes taxonomy with explicit ranks for ecological and evolutionary analyses of bacteria and archaeaThe ISME Journal, 2011
- UCHIME improves sensitivity and speed of chimera detectionBioinformatics, 2011
- Rumen Microbial Population Dynamics during Adaptation to a High-Grain DietApplied and Environmental Microbiology, 2010
- Correlation of Particular Bacterial PCR-Denaturing Gradient Gel Electrophoresis Patterns with Bovine Ruminal Fermentation Parameters and Feed Efficiency TraitsApplied and Environmental Microbiology, 2010
- QIIME allows analysis of high-throughput community sequencing dataNature Methods, 2010
- Introducing mothur: Open-Source, Platform-Independent, Community-Supported Software for Describing and Comparing Microbial CommunitiesApplied and Environmental Microbiology, 2009
- Naïve Bayesian Classifier for Rapid Assignment of rRNA Sequences into the New Bacterial TaxonomyApplied and Environmental Microbiology, 2007
- Dominance of Prevotella and low abundance of classical ruminal bacterial species in the bovine rumen revealed by relative quantification real-time PCRApplied Microbiology and Biotechnology, 2007