title: Metatranscriptomic Profiling Reveals Linkages between the Active Rumen Microbiome and Feed Efficiency in Beef Cattle.
abstract: Exploring compositional and functional characteristics of the rumen microbiome can improve the understanding of its role in rumen function and cattle feed efficiency. In this study, we applied metatranscriptomics to characterize the active rumen microbiomes of beef cattle with different feed efficiencies (efficient,n= 10; inefficient,n= 10) using total RNA sequencing. Active bacterial and archaeal compositions were estimated based on 16S rRNAs, and active microbial metabolic functions including carbohydrate-active enzymes (CAZymes) were assessed based on mRNAs from the same metatranscriptomic data sets. In total, six bacterial phyla (Proteobacteria,Firmicutes,Bacteroidetes,Spirochaetes,Cyanobacteria, andSynergistetes), eight bacterial families (Succinivibrionaceae,Prevotellaceae,Ruminococcaceae,Lachnospiraceae,Veillonellaceae,Spirochaetaceae,Dethiosulfovibrionaceae, andMogibacteriaceae), four archaeal clades (Methanomassiliicoccales,Methanobrevibacter ruminantium,Methanobrevibacter gottschalkii, andMethanosphaera), 112 metabolic pathways, and 126 CAZymes were identified as core components of the active rumen microbiome. As determined by comparative analysis, three bacterial families (Lachnospiraceae,Lactobacillaceae, andVeillonellaceae) tended to be more abundant in low-feed-efficiency (inefficient) animals (P< 0.10), and one archaeal taxon (Methanomassiliicoccales) tended to be more abundant in high-feed-efficiency (efficient) cattle (P< 0.10). Meanwhile, 32 microbial metabolic pathways and 12 CAZymes were differentially abundant (linear discriminant analysis score of >2 with aPvalue of <0.05) between two groups. Among them, 30 metabolic pathways and 11 CAZymes were more abundant in the rumen of inefficient cattle, while 2 metabolic pathways and 1 CAZyme were more abundant in efficient animals. These findings suggest that the rumen microbiomes of inefficient cattle have more diverse activities than those of efficient cattle, which may be related to the host feed efficiency variation.IMPORTANCEThis study applied total RNA-based metatranscriptomics and showed the linkage between the active rumen microbiome and feed efficiency (residual feed intake) in beef cattle. The data generated from the current study provide fundamental information on active rumen microbiome at both compositional and functional levels, which serve as a foundation to study rumen function and its role in cattle feed efficiency. The findings that the active rumen microbiome may contribute to variations in feed efficiency of beef cattle highlight the possibility of enhancing nutrient utilization and improve cattle feed efficiency through modification of rumen microbial functions.
authors.affiliation: Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada.
authors.forename: Fuyong
authors.initials: F
authors.lastname: Li
authors.affiliation: Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada lguan@ualberta.ca.
authors.forename: Le Luo
authors.initials: LL
authors.lastname: Guan
mesh_terms: D000821:Animal Feed; D000818:Animals; D001105:Archaea / Q000145:classification / Q000201:enzymology / Q000235:genetics; D001419:Bacteria / Q000145:classification / Q000201:enzymology / Q000235:genetics; D002417:Cattle; D016000:Cluster Analysis; D019641:DNA, Archaeal / Q000737:chemistry / Q000235:genetics; D004269:DNA, Bacterial / Q000737:chemistry / Q000235:genetics; D004275:DNA, Ribosomal / Q000737:chemistry / Q000235:genetics; D004032:Diet; D004798:Enzymes / Q000235:genetics; D000069196:Gastrointestinal Microbiome; D020869:Gene Expression Profiling; D053858:Metabolic Networks and Pathways / Q000235:genetics; D056186:Metagenomics; D010802:Phylogeny; D012336:RNA, Ribosomal, 16S / Q000235:genetics; D012417:Rumen / Q000382:microbiology*; D017422:Sequence Analysis, DNA
chemical_list: D019641:DNA, Archaeal; D004269:DNA, Bacterial; D004275:DNA, Ribosomal; D004798:Enzymes; D012336:RNA, Ribosomal, 16S
keywords: RNA-seq; beef cattle; feed efficiency; metatranscriptome; rumen microbiome