Nuclear Magnetic Resonance-Based Metabolomic Analysis Reveals Physiological Stage, Breed, and Diet Effects on the Intramuscular Metabolism of Amino Acids and Related Nutrients in Pigs

Skeletal muscle is a complex tissue that exhibits considerable plasticity in response to nutrients, animal, or its growth stage, but the underlying mechanisms are largely unknown. This study was conducted to evaluate the effects of physiological stage, breed, and diet on the metabolome of the skelet...

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Main Authors: Yingying Liu, Qinghua He, Md. Abul Kalam Azad, Yi Xiao, Yulong Yin, Xiangfeng Kong
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Veterinary Science
Subjects:
pig
Online Access:https://www.frontiersin.org/articles/10.3389/fvets.2021.681192/full
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language English
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author Yingying Liu
Yingying Liu
Qinghua He
Md. Abul Kalam Azad
Yi Xiao
Yulong Yin
Xiangfeng Kong
spellingShingle Yingying Liu
Yingying Liu
Qinghua He
Md. Abul Kalam Azad
Yi Xiao
Yulong Yin
Xiangfeng Kong
Nuclear Magnetic Resonance-Based Metabolomic Analysis Reveals Physiological Stage, Breed, and Diet Effects on the Intramuscular Metabolism of Amino Acids and Related Nutrients in Pigs
Frontiers in Veterinary Science
amino acid
diet
fatty acids
metabolomic
physiological stage
pig
author_facet Yingying Liu
Yingying Liu
Qinghua He
Md. Abul Kalam Azad
Yi Xiao
Yulong Yin
Xiangfeng Kong
author_sort Yingying Liu
title Nuclear Magnetic Resonance-Based Metabolomic Analysis Reveals Physiological Stage, Breed, and Diet Effects on the Intramuscular Metabolism of Amino Acids and Related Nutrients in Pigs
title_short Nuclear Magnetic Resonance-Based Metabolomic Analysis Reveals Physiological Stage, Breed, and Diet Effects on the Intramuscular Metabolism of Amino Acids and Related Nutrients in Pigs
title_full Nuclear Magnetic Resonance-Based Metabolomic Analysis Reveals Physiological Stage, Breed, and Diet Effects on the Intramuscular Metabolism of Amino Acids and Related Nutrients in Pigs
title_fullStr Nuclear Magnetic Resonance-Based Metabolomic Analysis Reveals Physiological Stage, Breed, and Diet Effects on the Intramuscular Metabolism of Amino Acids and Related Nutrients in Pigs
title_full_unstemmed Nuclear Magnetic Resonance-Based Metabolomic Analysis Reveals Physiological Stage, Breed, and Diet Effects on the Intramuscular Metabolism of Amino Acids and Related Nutrients in Pigs
title_sort nuclear magnetic resonance-based metabolomic analysis reveals physiological stage, breed, and diet effects on the intramuscular metabolism of amino acids and related nutrients in pigs
publisher Frontiers Media S.A.
series Frontiers in Veterinary Science
issn 2297-1769
publishDate 2021-08-01
description Skeletal muscle is a complex tissue that exhibits considerable plasticity in response to nutrients, animal, or its growth stage, but the underlying mechanisms are largely unknown. This study was conducted to evaluate the effects of physiological stage, breed, and diet on the metabolome of the skeletal muscle of pigs. Ninety-six barrows, including 48 purebred Bama mini-pigs, representing the fat type, and 48 Landrace pigs, representing the lean type, were randomly assigned to either a low- or adequate-protein diet (n = 24 per group). The experimental period commenced at 5 weeks of age and extended to the finishing period. Psoas major muscles (PMMs) were collected at the nursery, growing, and finishing stages; and the contents of amino acids (AAs), fatty acids (FAs), and metabolites were analyzed using a nuclear magnetic resonance-based approach. Results showed that most AAs and monounsaturated FAs (MUFAs; including C16:1 and C18:1) contents were increased (p < 0.05) gradually, while those of polyunsaturated FAs (including C18:2, C20:4n−6, C20:5n−3, and C22:6n−3) were decreased (p < 0.05) in the PMM with increasing age. Compared with Landrace pigs, Bama mini-pigs had higher (p < 0.05) contents of flavor-related AAs (including methionine, phenylalanine, tyrosine, leucine, and serine) in the nursery and growing stages and higher (p < 0.05) percentages of saturated FAs and MUFAs throughout the trial. Dietary protein levels affected the muscular profiles of AAs and FAs in an age-dependent manner. In addition, the adequate-protein diet increased (p < 0.05) the muscular contents of α-ketoglutarate in the two breeds. These findings indicate that the dynamic profiles of AAs, FAs, and metabolites in pig muscle tissues are regulated by breed, diet, and physiological stage.
topic amino acid
diet
fatty acids
metabolomic
physiological stage
pig
url https://www.frontiersin.org/articles/10.3389/fvets.2021.681192/full
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spelling doaj-67b599c203b04f2e84272d4541ee8eaa2021-08-10T05:30:44ZengFrontiers Media S.A.Frontiers in Veterinary Science2297-17692021-08-01810.3389/fvets.2021.681192681192Nuclear Magnetic Resonance-Based Metabolomic Analysis Reveals Physiological Stage, Breed, and Diet Effects on the Intramuscular Metabolism of Amino Acids and Related Nutrients in PigsYingying Liu0Yingying Liu1Qinghua He2Md. Abul Kalam Azad3Yi Xiao4Yulong Yin5Xiangfeng Kong6Key Laboratory of Agro-Ecological Processes in Subtropical Region, Hunan Provincial Key Laboratory of Animal Nutritional Physiology and Metabolic Process, National Engineering Laboratory for Pollution Control and Waste Utilization in Livestock and Poultry Production, Institute of Subtropical Agriculture, Chinese Academy of Sciences, Changsha, ChinaHunan Provincial Key Laboratory of Conservation and Genetic Analysis of Local Pig Breeds Germplasm Resources, Hunan Institute of Animal and Veterinary Science, Changsha, ChinaDepartment of Food Science and Engineering, College of Chemistry and Environmental Engineering, Shenzhen University, Shenzhen, ChinaKey Laboratory of Agro-Ecological Processes in Subtropical Region, Hunan Provincial Key Laboratory of Animal Nutritional Physiology and Metabolic Process, National Engineering Laboratory for Pollution Control and Waste Utilization in Livestock and Poultry Production, Institute of Subtropical Agriculture, Chinese Academy of Sciences, Changsha, ChinaCollege of Information and Intelligence, Hunan Agricultural University, Changsha, ChinaKey Laboratory of Agro-Ecological Processes in Subtropical Region, Hunan Provincial Key Laboratory of Animal Nutritional Physiology and Metabolic Process, National Engineering Laboratory for Pollution Control and Waste Utilization in Livestock and Poultry Production, Institute of Subtropical Agriculture, Chinese Academy of Sciences, Changsha, ChinaKey Laboratory of Agro-Ecological Processes in Subtropical Region, Hunan Provincial Key Laboratory of Animal Nutritional Physiology and Metabolic Process, National Engineering Laboratory for Pollution Control and Waste Utilization in Livestock and Poultry Production, Institute of Subtropical Agriculture, Chinese Academy of Sciences, Changsha, ChinaSkeletal muscle is a complex tissue that exhibits considerable plasticity in response to nutrients, animal, or its growth stage, but the underlying mechanisms are largely unknown. This study was conducted to evaluate the effects of physiological stage, breed, and diet on the metabolome of the skeletal muscle of pigs. Ninety-six barrows, including 48 purebred Bama mini-pigs, representing the fat type, and 48 Landrace pigs, representing the lean type, were randomly assigned to either a low- or adequate-protein diet (n = 24 per group). The experimental period commenced at 5 weeks of age and extended to the finishing period. Psoas major muscles (PMMs) were collected at the nursery, growing, and finishing stages; and the contents of amino acids (AAs), fatty acids (FAs), and metabolites were analyzed using a nuclear magnetic resonance-based approach. Results showed that most AAs and monounsaturated FAs (MUFAs; including C16:1 and C18:1) contents were increased (p < 0.05) gradually, while those of polyunsaturated FAs (including C18:2, C20:4n−6, C20:5n−3, and C22:6n−3) were decreased (p < 0.05) in the PMM with increasing age. Compared with Landrace pigs, Bama mini-pigs had higher (p < 0.05) contents of flavor-related AAs (including methionine, phenylalanine, tyrosine, leucine, and serine) in the nursery and growing stages and higher (p < 0.05) percentages of saturated FAs and MUFAs throughout the trial. Dietary protein levels affected the muscular profiles of AAs and FAs in an age-dependent manner. In addition, the adequate-protein diet increased (p < 0.05) the muscular contents of α-ketoglutarate in the two breeds. These findings indicate that the dynamic profiles of AAs, FAs, and metabolites in pig muscle tissues are regulated by breed, diet, and physiological stage.https://www.frontiersin.org/articles/10.3389/fvets.2021.681192/fullamino aciddietfatty acidsmetabolomicphysiological stagepig