Abstract
The correlation between enteric methane emissions (eME) and feed efficiency (FE) in cattle is linked to the anaerobic fermentation of feedstuffs that occurs in the rumen. Several mathematical indices have been developed to predict feed efficiency and identify low methane emitters in herds. To investigate this, the current study aimed to evaluate the rumen microbial composition in the same group of animals ranked according to six different indices (three indices for FE and three for eME). Thirty-three heifers were ranked into three groups, each consisting of 11 animals, based on FE (feed conversion efficiency - FCE, residual weight gain - RG, and residual feed intake - RFI) and eME indices (production, yield, and intensity). Rumen fluids were collected using a stomach tube and analyzed using 16S rRNA and 18S rRNA, targeting rumen bacteria, archaea, and protozoa. The sequencing analysis revealed that the presence of unique microbial species in the rumen varies across animals ranked by the FE and eME indices. The High RG group harbored 17 unique prokaryotic taxa, while the High FCE group contained only seven. Significant differences existed in the microbial profiles of the animals based on the FE and eME indices. For instance, Raoultibacter was more abundant in the Intermediate RFI group but less so in the Intermediate RG and Intermediate FCE groups. The abundance of Entodinium was higher while Diplodinium was lower in the High FCE group, in contrast to the High RG and High RFI groups. Methanobrevibacter exhibited similar abundances across eME indices. However, the heifers did not demonstrate the same production, yield, and intensity of eME. The present findings underscore the importance of standardizing the FE and eME indices. This standardization is crucial for ensuring consistent and reliable assessments of the composition and function of the rumen microbiome across different herds.
Original language | English |
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Article number | 175263 |
Journal | Science of the Total Environment |
Volume | 949 |
ISSN | 0048-9697 |
DOIs | |
Publication status | Published - 1 Nov 2024 |
Bibliographical note
Funding Information:This study was supported by the Research Support Foundation of the State of Minas Gerais (FAPEMIG, APQ-02929-18 and BPD-00728-22), EMBRAPA (Project 02.13.05.007.00.00 and Project 20500.20/0037-1 University Nottingham/Embrapa), the National Council for Scientific and Technological Development (CNPq) and Coordination for the Improvement of Higher Education Personnel (CAPES), Brazil. Priscila Fregulia holds a CAPES scholarship and Roberto Dias holds a CNPq productivity fellowship. The authors are grateful to the Brazilian Agricultural Research Corporation (National Center for Research on Dairy Cattle) and the Graduate Program in Biodiversity and Nature Conservation (Federal University of Juiz de Fora), for the logistical support.
Publisher Copyright:
© 2024 The Authors
Keywords
- archaea
- bacteria
- Enteric methane emission
- Feed efficiency
- protozoa
- Rumen microbiota