Effects of ruminal protozoa on methane emissions in ruminants-A meta-analysis

Dai, X; Kalscheur, KF; Huhtanen, P; Faciola, AP

Abstract

The effects of different ruminal protozoa (RP) on CH4 emissions from ruminants were evaluated in a meta-analysis, using 64 publications reporting data from 79 in vivo experiments. Experiments included in the database reported CH4 emissions (g/d) and total RP (TRP, log(10) cells/mL) from the same group of animals. The relationship between CH4 emissions and RP (TRP, entodiniomorphids, and isotrichids), and TRP-, ento-diniomorphid-, and isotrichid-based CH4 emission prediction models, were evaluated as mixed models with experiment as a random effect and weighted by the reciprocal of the standard error of the mean and centered around one. Positive associations existed between TRP and isotrichids with CH4 emissions but not between entodiniomorphids and CH4 emissions. A reduction in CH4 emissions was observed, averaging 7.96 and 4.25 g/d, per log unit reduction in TRP and isotrichid concentrations, respectively. Total RP and isotrichids were important variables in predicting CH4 emissions from ruminants. Isotrichid CH4 prediction model was more robust than the TRP, evidenciated by lower predicted sigma hat study (%), and error (%), and with higher concordance correlation coefficient. Both TRP and isotrichid models can accurately predict CH4 emissions across different ruminant types, as shown by the low square root of the mean square prediction error, with 6.59 and 4.08% of the mean of root of the mean square prediction error in the TRP and isotrichid models, respectively. Our results confirm that isotrichids are more important than entodiniomorphids in methanogenesis. Distinguishing these 2 populations yielded a more robust CH4 prediction model than combining them as total protozoa.

Citation

Dai, X., Kalscheur, K., Huhtanen, P., & Faciola, A. (2022). Effects of ruminal protozoa on methane emissions in ruminants-A meta-analysis. Journal of Dairy Science, 105(9), 7482-7491. https://doi.org/10.3168/jds.2021-21139

• Journal Article Type: Article
• Acceptance Date: May 10, 2022
• Online Publication Date: Aug 2, 2022
• Publication Date: 2022
• Deposit Date: Aug 9, 2023
• Publicly Available Date: Aug 9, 2023
• Journal: Journal of Dairy Science
• Print ISSN: 0022-0302
• Electronic ISSN: 1525-3198
• Publisher: Elsevier
• Peer Reviewed: Peer Reviewed
• Volume: 105
• Issue: 9
• Pages: 7482-7491
• DOI: https://doi.org/10.3168/jds.2021-21139
• Keywords: greenhouse gas; modeling; ruminal fermentation; DAIRY-COWS; RUMEN FERMENTATION; METHANOGENESIS; DIGESTIBILITY; NUTRIENT