Cargando…
Liver and Muscle Transcriptomes Differ in Mid-Lactation Cows Divergent in Feed Efficiency in the Presence or Absence of Supplemental Rumen-Protected Choline
Improving dairy cow feed efficiency is critical to the sustainability and profitability of dairy production, yet the underlying mechanisms that contribute to individual cow variation in feed efficiency are not fully understood. The objectives of this study were to (1) identify genes and associated p...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10536747/ https://www.ncbi.nlm.nih.gov/pubmed/37755303 http://dx.doi.org/10.3390/metabo13091023 |
_version_ | 1785112943889743872 |
---|---|
author | Caputo, Malia J. Li, Wenli Kendall, Sophia J. Larsen, Anna Weigel, Kent A. White, Heather M. |
author_facet | Caputo, Malia J. Li, Wenli Kendall, Sophia J. Larsen, Anna Weigel, Kent A. White, Heather M. |
author_sort | Caputo, Malia J. |
collection | PubMed |
description | Improving dairy cow feed efficiency is critical to the sustainability and profitability of dairy production, yet the underlying mechanisms that contribute to individual cow variation in feed efficiency are not fully understood. The objectives of this study were to (1) identify genes and associated pathways that are altered in cows with high- or low-residual feed intake (RFI) using RNA sequencing, and (2) determine if rumen-protected choline supplementation during mid-lactation would influence performance or feed efficiency. Mid-lactation (134 ± 20 days in milk) multiparous Holstein cows were randomly assigned to either supplementation of 0 g/d supplementation (CTL; n = 32) or 30 g/d of a rumen-protected choline product (RPC; 13.2 g choline ion; n = 32; Balchem Corp., New Hampton, NY, USA). Residual feed intake was determined as dry matter intake regressed on milk energy output, days in milk, body weight change, metabolic body weight, and dietary treatment. The 12 cows with the highest RFI (low feed efficient; LE) and 12 cows with the lowest RFI (high feed efficient; HE), balanced by dietary treatment, were selected for blood, liver, and muscle analysis. No differences in production or feed efficiency were detected with RPC supplementation, although albumin was greater and arachidonic acid tended to be greater in RPC cows. Concentrations of β-hydroxybutyrate were greater in HE cows. Between HE and LE, 268 and 315 differentially expressed genes in liver and muscle tissue, respectively, were identified through RNA sequencing. Pathway analysis indicated differences in cell cycling, oxidative stress, and immunity in liver and differences in glucose and fatty acid pathways in muscle. The current work indicates that unique differences in liver and muscle post-absorptive nutrient metabolism contribute to sources of variation in feed efficiency and that differences in amino acid and fatty acid oxidation, cell cycling, and immune function should be further examined. |
format | Online Article Text |
id | pubmed-10536747 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-105367472023-09-29 Liver and Muscle Transcriptomes Differ in Mid-Lactation Cows Divergent in Feed Efficiency in the Presence or Absence of Supplemental Rumen-Protected Choline Caputo, Malia J. Li, Wenli Kendall, Sophia J. Larsen, Anna Weigel, Kent A. White, Heather M. Metabolites Article Improving dairy cow feed efficiency is critical to the sustainability and profitability of dairy production, yet the underlying mechanisms that contribute to individual cow variation in feed efficiency are not fully understood. The objectives of this study were to (1) identify genes and associated pathways that are altered in cows with high- or low-residual feed intake (RFI) using RNA sequencing, and (2) determine if rumen-protected choline supplementation during mid-lactation would influence performance or feed efficiency. Mid-lactation (134 ± 20 days in milk) multiparous Holstein cows were randomly assigned to either supplementation of 0 g/d supplementation (CTL; n = 32) or 30 g/d of a rumen-protected choline product (RPC; 13.2 g choline ion; n = 32; Balchem Corp., New Hampton, NY, USA). Residual feed intake was determined as dry matter intake regressed on milk energy output, days in milk, body weight change, metabolic body weight, and dietary treatment. The 12 cows with the highest RFI (low feed efficient; LE) and 12 cows with the lowest RFI (high feed efficient; HE), balanced by dietary treatment, were selected for blood, liver, and muscle analysis. No differences in production or feed efficiency were detected with RPC supplementation, although albumin was greater and arachidonic acid tended to be greater in RPC cows. Concentrations of β-hydroxybutyrate were greater in HE cows. Between HE and LE, 268 and 315 differentially expressed genes in liver and muscle tissue, respectively, were identified through RNA sequencing. Pathway analysis indicated differences in cell cycling, oxidative stress, and immunity in liver and differences in glucose and fatty acid pathways in muscle. The current work indicates that unique differences in liver and muscle post-absorptive nutrient metabolism contribute to sources of variation in feed efficiency and that differences in amino acid and fatty acid oxidation, cell cycling, and immune function should be further examined. MDPI 2023-09-19 /pmc/articles/PMC10536747/ /pubmed/37755303 http://dx.doi.org/10.3390/metabo13091023 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Caputo, Malia J. Li, Wenli Kendall, Sophia J. Larsen, Anna Weigel, Kent A. White, Heather M. Liver and Muscle Transcriptomes Differ in Mid-Lactation Cows Divergent in Feed Efficiency in the Presence or Absence of Supplemental Rumen-Protected Choline |
title | Liver and Muscle Transcriptomes Differ in Mid-Lactation Cows Divergent in Feed Efficiency in the Presence or Absence of Supplemental Rumen-Protected Choline |
title_full | Liver and Muscle Transcriptomes Differ in Mid-Lactation Cows Divergent in Feed Efficiency in the Presence or Absence of Supplemental Rumen-Protected Choline |
title_fullStr | Liver and Muscle Transcriptomes Differ in Mid-Lactation Cows Divergent in Feed Efficiency in the Presence or Absence of Supplemental Rumen-Protected Choline |
title_full_unstemmed | Liver and Muscle Transcriptomes Differ in Mid-Lactation Cows Divergent in Feed Efficiency in the Presence or Absence of Supplemental Rumen-Protected Choline |
title_short | Liver and Muscle Transcriptomes Differ in Mid-Lactation Cows Divergent in Feed Efficiency in the Presence or Absence of Supplemental Rumen-Protected Choline |
title_sort | liver and muscle transcriptomes differ in mid-lactation cows divergent in feed efficiency in the presence or absence of supplemental rumen-protected choline |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10536747/ https://www.ncbi.nlm.nih.gov/pubmed/37755303 http://dx.doi.org/10.3390/metabo13091023 |
work_keys_str_mv | AT caputomaliaj liverandmuscletranscriptomesdifferinmidlactationcowsdivergentinfeedefficiencyinthepresenceorabsenceofsupplementalrumenprotectedcholine AT liwenli liverandmuscletranscriptomesdifferinmidlactationcowsdivergentinfeedefficiencyinthepresenceorabsenceofsupplementalrumenprotectedcholine AT kendallsophiaj liverandmuscletranscriptomesdifferinmidlactationcowsdivergentinfeedefficiencyinthepresenceorabsenceofsupplementalrumenprotectedcholine AT larsenanna liverandmuscletranscriptomesdifferinmidlactationcowsdivergentinfeedefficiencyinthepresenceorabsenceofsupplementalrumenprotectedcholine AT weigelkenta liverandmuscletranscriptomesdifferinmidlactationcowsdivergentinfeedefficiencyinthepresenceorabsenceofsupplementalrumenprotectedcholine AT whiteheatherm liverandmuscletranscriptomesdifferinmidlactationcowsdivergentinfeedefficiencyinthepresenceorabsenceofsupplementalrumenprotectedcholine |