Cargando…
Metabolomics Analysis Across Multiple Biofluids Reveals the Metabolic Responses of Lactating Holstein Dairy Cows to Fermented Soybean Meal Replacement
This experiment was performed to reveal the metabolic responses of dairy cows to the replacement of soybean meal (SBM) with fermented soybean meal (FSBM). Twenty-four lactating Chinese Holstein dairy cattle were assigned to either the SBM group [the basal total mixed ration (TMR) diet containing 5.7...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9136663/ https://www.ncbi.nlm.nih.gov/pubmed/35647087 http://dx.doi.org/10.3389/fvets.2022.812373 |
_version_ | 1784714232524177408 |
---|---|
author | Wang, Zuo Yu, Yuannian Shen, Weijun Tan, Zhiliang Tang, Shaoxun Yao, Hui He, Jianhua Wan, Fachun |
author_facet | Wang, Zuo Yu, Yuannian Shen, Weijun Tan, Zhiliang Tang, Shaoxun Yao, Hui He, Jianhua Wan, Fachun |
author_sort | Wang, Zuo |
collection | PubMed |
description | This experiment was performed to reveal the metabolic responses of dairy cows to the replacement of soybean meal (SBM) with fermented soybean meal (FSBM). Twenty-four lactating Chinese Holstein dairy cattle were assigned to either the SBM group [the basal total mixed ration (TMR) diet containing 5.77% SBM] or the FSBM group (the experimental TMR diet containing 5.55% FSBM), in a completely randomized design. The entire period of this trial consisted of 14 days for the adjustment and 40 days for data and sample collection, and sampling for rumen liquid, blood, milk, and urine was conducted on the 34th and 54th day, respectively. When SBM was completely replaced by FSBM, the levels of several medium-chain FA in milk (i.e., C13:0, C14:1, and C16:0) rose significantly (p < 0.05), while the concentrations of a few milk long-chain FA (i.e., C17:0, C18:0, C18:1n9c, and C20:0) declined significantly (p < 0.05). Besides, the densities of urea nitrogen and lactic acid were significantly (p < 0.05) higher, while the glucose concentration was significantly (p < 0.05) lower in the blood of the FSBM-fed cows than in the SBM-fed cows. Based on the metabolomics analysis simultaneously targeting the rumen liquid, plasma, milk, and urine, it was noticed that substituting FSBM for SBM altered the metabolic profiles of all the four biofluids. According to the identified significantly different metabolites, 3 and 2 amino acid-relevant metabolic pathways were identified as the significantly different pathways between the two treatments in the rumen fluid and urine, respectively. Furthermore, glycine, serine, and threonine metabolism, valine, leucine, and isoleucine biosynthesis, and cysteine and methionine metabolism were the three key integrated different pathways identified in this study. Results mainly implied that the FSBM replacement could enhance nitrogen utilization and possibly influence the inflammatory reactions and antioxidative functions of dairy cattle. The differential metabolites and relevant pathways discovered in this experiment could serve as biomarkers for the alterations in protein feed and nitrogen utilization efficiency of dairy cows, and further investigations are needed to elucidate the definite roles and correlations of the differential metabolites and pathways. |
format | Online Article Text |
id | pubmed-9136663 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-91366632022-05-28 Metabolomics Analysis Across Multiple Biofluids Reveals the Metabolic Responses of Lactating Holstein Dairy Cows to Fermented Soybean Meal Replacement Wang, Zuo Yu, Yuannian Shen, Weijun Tan, Zhiliang Tang, Shaoxun Yao, Hui He, Jianhua Wan, Fachun Front Vet Sci Veterinary Science This experiment was performed to reveal the metabolic responses of dairy cows to the replacement of soybean meal (SBM) with fermented soybean meal (FSBM). Twenty-four lactating Chinese Holstein dairy cattle were assigned to either the SBM group [the basal total mixed ration (TMR) diet containing 5.77% SBM] or the FSBM group (the experimental TMR diet containing 5.55% FSBM), in a completely randomized design. The entire period of this trial consisted of 14 days for the adjustment and 40 days for data and sample collection, and sampling for rumen liquid, blood, milk, and urine was conducted on the 34th and 54th day, respectively. When SBM was completely replaced by FSBM, the levels of several medium-chain FA in milk (i.e., C13:0, C14:1, and C16:0) rose significantly (p < 0.05), while the concentrations of a few milk long-chain FA (i.e., C17:0, C18:0, C18:1n9c, and C20:0) declined significantly (p < 0.05). Besides, the densities of urea nitrogen and lactic acid were significantly (p < 0.05) higher, while the glucose concentration was significantly (p < 0.05) lower in the blood of the FSBM-fed cows than in the SBM-fed cows. Based on the metabolomics analysis simultaneously targeting the rumen liquid, plasma, milk, and urine, it was noticed that substituting FSBM for SBM altered the metabolic profiles of all the four biofluids. According to the identified significantly different metabolites, 3 and 2 amino acid-relevant metabolic pathways were identified as the significantly different pathways between the two treatments in the rumen fluid and urine, respectively. Furthermore, glycine, serine, and threonine metabolism, valine, leucine, and isoleucine biosynthesis, and cysteine and methionine metabolism were the three key integrated different pathways identified in this study. Results mainly implied that the FSBM replacement could enhance nitrogen utilization and possibly influence the inflammatory reactions and antioxidative functions of dairy cattle. The differential metabolites and relevant pathways discovered in this experiment could serve as biomarkers for the alterations in protein feed and nitrogen utilization efficiency of dairy cows, and further investigations are needed to elucidate the definite roles and correlations of the differential metabolites and pathways. Frontiers Media S.A. 2022-05-13 /pmc/articles/PMC9136663/ /pubmed/35647087 http://dx.doi.org/10.3389/fvets.2022.812373 Text en Copyright © 2022 Wang, Yu, Shen, Tan, Tang, Yao, He and Wan. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Veterinary Science Wang, Zuo Yu, Yuannian Shen, Weijun Tan, Zhiliang Tang, Shaoxun Yao, Hui He, Jianhua Wan, Fachun Metabolomics Analysis Across Multiple Biofluids Reveals the Metabolic Responses of Lactating Holstein Dairy Cows to Fermented Soybean Meal Replacement |
title | Metabolomics Analysis Across Multiple Biofluids Reveals the Metabolic Responses of Lactating Holstein Dairy Cows to Fermented Soybean Meal Replacement |
title_full | Metabolomics Analysis Across Multiple Biofluids Reveals the Metabolic Responses of Lactating Holstein Dairy Cows to Fermented Soybean Meal Replacement |
title_fullStr | Metabolomics Analysis Across Multiple Biofluids Reveals the Metabolic Responses of Lactating Holstein Dairy Cows to Fermented Soybean Meal Replacement |
title_full_unstemmed | Metabolomics Analysis Across Multiple Biofluids Reveals the Metabolic Responses of Lactating Holstein Dairy Cows to Fermented Soybean Meal Replacement |
title_short | Metabolomics Analysis Across Multiple Biofluids Reveals the Metabolic Responses of Lactating Holstein Dairy Cows to Fermented Soybean Meal Replacement |
title_sort | metabolomics analysis across multiple biofluids reveals the metabolic responses of lactating holstein dairy cows to fermented soybean meal replacement |
topic | Veterinary Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9136663/ https://www.ncbi.nlm.nih.gov/pubmed/35647087 http://dx.doi.org/10.3389/fvets.2022.812373 |
work_keys_str_mv | AT wangzuo metabolomicsanalysisacrossmultiplebiofluidsrevealsthemetabolicresponsesoflactatingholsteindairycowstofermentedsoybeanmealreplacement AT yuyuannian metabolomicsanalysisacrossmultiplebiofluidsrevealsthemetabolicresponsesoflactatingholsteindairycowstofermentedsoybeanmealreplacement AT shenweijun metabolomicsanalysisacrossmultiplebiofluidsrevealsthemetabolicresponsesoflactatingholsteindairycowstofermentedsoybeanmealreplacement AT tanzhiliang metabolomicsanalysisacrossmultiplebiofluidsrevealsthemetabolicresponsesoflactatingholsteindairycowstofermentedsoybeanmealreplacement AT tangshaoxun metabolomicsanalysisacrossmultiplebiofluidsrevealsthemetabolicresponsesoflactatingholsteindairycowstofermentedsoybeanmealreplacement AT yaohui metabolomicsanalysisacrossmultiplebiofluidsrevealsthemetabolicresponsesoflactatingholsteindairycowstofermentedsoybeanmealreplacement AT hejianhua metabolomicsanalysisacrossmultiplebiofluidsrevealsthemetabolicresponsesoflactatingholsteindairycowstofermentedsoybeanmealreplacement AT wanfachun metabolomicsanalysisacrossmultiplebiofluidsrevealsthemetabolicresponsesoflactatingholsteindairycowstofermentedsoybeanmealreplacement |