Residual feed intake in peripartal dairy cows is associated with differences in milk fat yield, ruminal bacteria, biopolymer hydrolyzing enzymes, and circulating biomarkers of immunometabolism
- PMID: 35840400
- DOI: 10.3168/jds.2021-21274
Residual feed intake in peripartal dairy cows is associated with differences in milk fat yield, ruminal bacteria, biopolymer hydrolyzing enzymes, and circulating biomarkers of immunometabolism
Abstract
Residual feed intake (RFI) measures feed efficiency independent of milk production level, and is typically calculated using data past peak lactation. In the current study, we retrospectively classified multiparous Holstein cows (n = 320) from 5 of our published studies into most feed-efficient (M-eff) or least feed-efficient (L-eff) groups using performance data collected during the peripartal period. Objectives were to assess differences in profiles of plasma biomarkers of immunometabolism, relative abundance of key ruminal bacteria, and activities of digestive enzymes in ruminal digesta between M-eff and L-eff cows. Individual data from cows with ad libitum access to a total mixed ration from d -28 to d +28 relative to calving were used. A linear regression model including dry matter intake (DMI), energy-corrected milk (ECM), changes in body weight (BW), and metabolic BW was used to classify cows based on RFI divergence into L-eff (n = 158) and M-eff (n = 162). Plasma collected from the coccygeal vessel at various times around parturition (L-eff = 60 cows; M-eff = 47 cows) was used for analyses of 30 biomarkers of immunometabolism. Ruminal digesta collected via esophageal tube (L-eff = 19 cows; M-eff = 29 cows) was used for DNA extraction and assessment of relative abundance (%) of 17 major bacteria using real-time PCR, as well as activity of cellulase, amylase, xylanase, and protease. The UNIVARIATE procedure of SAS 9.4 (SAS Institute Inc.) was used for analyses of RFI coefficients. The MIXED procedure of SAS was used for repeated measures analysis of performance, milk yield and composition, plasma immunometabolic biomarkers, ruminal bacteria, and enzyme activities. The M-eff cows consumed less DMI during the peripartal period compared with L-eff cows. In the larger cohort of cows, despite greater overall BW for M-eff cows especially in the prepartum (788 vs. 764 kg), no difference in body condition score was detected due to RFI or the interaction of RFI × time. Milk fat content (4.14 vs. 3.75 ± 0.06%) and milk fat yield (1.75 vs. 1.62 ± 0.04 kg) were greater in M-eff cows. Although cumulative ECM yield did not differ due to RFI (1,138 vs. 1,091 ± 21 kg), an RFI × time interaction due to greater ECM yield was found in M-eff cows. Among plasma biomarkers studied, concentrations of nonesterified fatty acids, β-hydroxybutyrate, bilirubin, ceruloplasmin, haptoglobin, myeloperoxidase, and reactive oxygen metabolites were overall greater, and glucose, paraoxonase, and IL-6 were lower in M-eff compared with L-eff cows. Among bacteria studied, abundance of Ruminobacter amylophilus and Prevotella ruminicola were more than 2-fold greater in M-eff cows. Despite lower ruminal activity of amylase in M-eff cows in the prepartum, regardless of RFI, we observed a marked linear increase after calving in amylase, cellulase, and xylanase activities. Protease activity did not differ due to RFI, time, or RFI × time. Despite greater concentrations of biomarkers reflective of negative energy balance and inflammation, higher feed efficiency measured as RFI in peripartal dairy cows might be associated with shifts in ruminal bacteria and amylase enzyme activity. Further studies could help address such factors, including the roles of the liver and the mammary gland.
Keywords: feed efficiency; lactation; nutrition; ruminal microbiota.
© 2022, The Authors. Published by Elsevier Inc. and Fass Inc. on behalf of the American Dairy Science Association®. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
Similar articles
-
Association of residual feed intake with peripartal ruminal microbiome and milk fatty acid composition during early lactation in Holstein dairy cows.J Dairy Sci. 2022 Jun;105(6):4971-4986. doi: 10.3168/jds.2021-21454. Epub 2022 Apr 2. J Dairy Sci. 2022. PMID: 35379466
-
Association of residual feed intake with abundance of ruminal bacteria and biopolymer hydrolyzing enzyme activities during the peripartal period and early lactation in Holstein dairy cows.J Anim Sci Biotechnol. 2018 May 14;9:43. doi: 10.1186/s40104-018-0258-9. eCollection 2018. J Anim Sci Biotechnol. 2018. PMID: 29796256 Free PMC article.
-
Three-breed rotational crossbreds of Montbéliarde, Viking Red, and Holstein compared with Holstein cows for feed efficiency, income over feed cost, and residual feed intake.J Dairy Sci. 2019 Apr;102(4):3661-3673. doi: 10.3168/jds.2018-15682. Epub 2019 Feb 14. J Dairy Sci. 2019. PMID: 30772023
-
Review: Improving residual feed intake modelling in the context of nutritional- and genetic studies for dairy cattle.Animal. 2024 Sep;18(9):101268. doi: 10.1016/j.animal.2024.101268. Epub 2024 Jul 22. Animal. 2024. PMID: 39153439 Review.
-
Symposium review: Integrating the control of energy intake and partitioning into ration formulation.J Dairy Sci. 2023 Mar;106(3):2181-2190. doi: 10.3168/jds.2022-22473. Epub 2023 Jan 9. J Dairy Sci. 2023. PMID: 36631325 Review.
Cited by
-
Unraveling Ruminant Feed Efficiency Through Metabolomics: A Systematic Review.Metabolites. 2024 Dec 3;14(12):675. doi: 10.3390/metabo14120675. Metabolites. 2024. PMID: 39728456 Free PMC article. Review.
-
Potential role of key rumen microbes in regulating host health and growth performance in Hu sheep.Anim Microbiome. 2025 May 25;7(1):51. doi: 10.1186/s42523-025-00412-0. Anim Microbiome. 2025. PMID: 40414888 Free PMC article.
-
Exploring the Effect of Gastrointestinal Prevotella on Growth Performance Traits in Livestock Animals.Animals (Basel). 2024 Jul 2;14(13):1965. doi: 10.3390/ani14131965. Animals (Basel). 2024. PMID: 38998077 Free PMC article. Review.
-
Impact of a Saccharomyces cerevisiae fermentation product during an intestinal barrier challenge in lactating Holstein cows on ileal microbiota and markers of tissue structure and immunity.J Anim Sci. 2023 Jan 3;101:skad309. doi: 10.1093/jas/skad309. J Anim Sci. 2023. PMID: 37721866 Free PMC article.
-
A proposed model to evaluate how changes in body condition score and the fatty acid profile of a supplement affect physiology and metabolic responses of nonlactating females.JDS Commun. 2023 Jul 13;4(5):406-411. doi: 10.3168/jdsc.2022-0349. eCollection 2023 Sep. JDS Commun. 2023. PMID: 37727238 Free PMC article.
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Research Materials
Miscellaneous