Many microbes in complex competitive environments share genes for acquiring and utilising nutrients, questioning whether niche specialisation exists and if so, how it is maintained. We investigated the genomic signatures of niche specialisation in the rumen microbiome, a highly competitive, anaerobic environment, with limited nutrient availability determined by the biomass consumed by the host. We generated individual metagenomic libraries from 14 cows fed an ad libitum diet of grass silage and calculated functional isoform diversity for each microbial gene identified. The animal replicates were used to calculate confidence intervals to test for differences in diversity of functional isoforms between microbes that may drive niche specialisation. We identified 153 genes with significant differences in functional isoform diversity between the two most abundant bacterial genera in the rumen (Prevotella and Clostridium). We found Prevotella possesses a more diverse range of isoforms capable of degrading hemicellulose, whereas Clostridium for cellulose. Furthermore, significant differences were observed in key metabolic processes indicating that isoform diversity plays an important role in maintaining their niche specialisation. The methods presented represent a novel approach for untangling complex interactions between microorganisms in natural environments and have resulted in an expanded catalogue of gene targets central to rumen cellulosic biomass degradation.
Methane is an undesirable end product of rumen fermentative activity because of associated environmental impacts and reduced host feed efficiency. Our study characterized the rumen microbial methanogenic community in beef cattle divergently selected for phenotypic residual feed intake (RFI) while offered a high-forage (HF) diet followed by a low-forage (LF) diet. Rumen fluid was collected from 14 high-RFI (HRFI) and 14 low-RFI (LRFI) animals at the end of both dietary periods. 16S rRNA gene clone libraries were used, and methanogen-specific tag-encoded pyrosequencing was carried out on the samples. We found that Methanobrevibacter spp. are the dominant methanogens in the rumen, with Methanobrevibacter smithii being the most abundant species. Differences in the abundance of Methanobrevibacter smithii and Methanosphaera stadtmanae genotypes were detected in the rumen of animals offered the LF compared to the HF diet while the abundance of Methanobrevibacter smithii genotypes was different between HRFI and LRFI animals irrespective of diet. Our results demonstrate that while a core group of methanogen operational taxonomic units (OTUs) exist across diet and phenotype, significant differences were observed in the distribution of genotypes within those OTUs. These changes in genotype abundance may contribute to the observed differences in methane emissions between efficient and inefficient animals.T he rumen is inhabited by a diverse community of microorganisms that act as the primary fermenters of feed which is indigestible by the host. Products of microbe-mediated ruminal fermentation (e.g., volatile fatty acids [VFA]) can be converted to energy precursors and ultimately ATP for the host (1). In the rumen, hydrogen (H 2 ) is one of the major fermentation products (2). High concentrations of H 2 in the rumen can slow fermentation (3). Opportunistic rumen methanogens prevent H 2 accumulation by utilizing it as an energy source in the reduction of CO 2 to methane (CH 4 ) (4, 5), a process known as methanogenesis. However, methanogenesis also has negative connotations for rumen function. Enteric CH 4 is one of the main contributors to greenhouse gas emissions globally (6). Additionally, CH 4 produced in the rumen represents a significant energy loss in cattle, accounting for up to 15% of dietary gross energy intake (7). Therefore, a reduction in methane emissions from livestock has important environmental and economic implications.Residual feed intake (RFI) is a measure of feed efficiency which is defined as the difference between the actual feed intake of an animal and its predicted feed intake based on maintenance energy requirement and growth rate (8). Research has shown that feedefficient cattle (low RFI [LRFI]) produce less daily CH 4 (g/day [9]; g/kg body weight [10]) than do their inefficient counterparts (high RFI [HRFI]). However, published data on the association between host feed efficiency and enteric CH 4 emissions are ambiguous, with some studies from our own group showing marked differences in CH 4 emiss...
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