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利用无标记蛋白质组学发现羊肉质量标志物。

Towards the discovery of goat meat quality biomarkers using label-free proteomics.

机构信息

Department of Food Science, Laboratory of Food Quality and Food Safety, Mouloud Mammeri University, P.O. Box. 17, Tizi-Ouzou 15000, Algeria.

Department of Agriculture, Food, Natural Resources and Engineering (DAFNE), University of Foggia, Via Napoli, 71121 Foggia, Italy.

出版信息

J Proteomics. 2023 Apr 30;278:104868. doi: 10.1016/j.jprot.2023.104868. Epub 2023 Mar 5.

DOI:10.1016/j.jprot.2023.104868
PMID:36871648
Abstract

This study aimed to identify for the first time protein biomarkers of meat quality traits from Longissimus thoracis (LT) muscle of goats (Capra hircus). Male goats of similar age and weight reared under extensive rearing conditions were used to relate the LT muscle proteome with multiple meat quality traits. The early post-mortem muscle proteome analyzed using label-free proteomics was compared among three texture clusters built using hierarchical clustering analysis. Twenty-five proteins were differentially abundant and their mining using bioinformatics revealed three major biological pathways to be involved: 10 muscle structure proteins (MYL1, MYL4, MYLPF, MYL6B, MYH1, MYH2, ACTA1, ACTBL2, FHL1 and MYOZ1); 6 energy metabolism proteins (ALDOA, PGAM2, ATP5F1A, GAPDH, PGM1 and ATP5IF1), and two heat shock proteins: HSPB1 (small) and HSPA8 (large). Seven other miscellaneous proteins belonging to pathways such as regulation, proteolysis, apoptosis, transport and binding, tRNA processing or calmodulin-binding were further identified to play a role in the variability of goat meat quality. The differentially abundant proteins were correlated with the goat meat quality traits in addition to multivariate regression models built to propose the first regression equations of each quality trait. This study is the first to highlight in a multi-trait quality comparison the early post-mortem changes in the goat LT muscle proteome. It also evidenced the mechanisms underpinning the development of several quality traits of interest in goat meat production along the major biochemical pathways at interplay. SIGNIFICANCE: The discovery of protein biomarkers in the field of meat research is an emerging topic. In the case of goat meat quality, very few studies using proteomics have been conducted with the aim of proposing biomarkers. Therefore, this study is the first to quest for biomarkers of goat meat quality using label-free shotgun proteomics with a focus on multiple quality traits. We identified the molecular signatures underlying goat meat texture variation, which were found to belong to muscle structure and related proteins, energy metabolism and heat shock proteins along with other proteins involved in regulation, proteolysis, apoptosis, transport and binding, tRNA processing or calmodulin-binding. We further evaluated the potential of the candidate biomarkers to explain meat quality using the differentially abundant proteins by means of correlation and regression analyses. The results allowed the explanation of the variation in multiple traits such as pH, color, water-holding capacity, drip and cook losses traits and texture.

摘要

本研究首次从山羊背最长肌(LT)肌肉中鉴定出与肉质性状相关的蛋白质生物标志物。使用无标记蛋白质组学分析了来自于相同年龄和体重、在广泛养殖条件下饲养的雄性山羊的早期死后肌肉蛋白质组,并将其与多种肉质性状相关联。使用分层聚类分析构建了三个质地聚类后,对其进行了早期死后肌肉蛋白质组比较。使用生物信息学挖掘发现,25 种蛋白质丰度存在差异,涉及三个主要的生物学途径:10 种肌肉结构蛋白(MYL1、MYL4、MYLPF、MYL6B、MYH1、MYH2、ACTA1、ACTBL2、FHL1 和 MYOZ1);6 种能量代谢蛋白(ALDOA、PGAM2、ATP5F1A、GAPDH、PGM1 和 ATP5IF1)和两种热休克蛋白:HSPB1(小)和 HSPA8(大)。还进一步鉴定了另外七种属于调节、蛋白水解、细胞凋亡、运输和结合、tRNA 加工或钙调蛋白结合等途径的其他杂项蛋白质,它们在山羊肉质变异中发挥作用。差异丰度蛋白与山羊肉质性状相关,此外还建立了多元回归模型,提出了每个质量性状的第一个回归方程。本研究首次在多性状质量比较中强调了山羊 LT 肌肉蛋白质组在死后早期的变化。它还证明了在山羊肉生产的主要生化途径相互作用下,支撑几种感兴趣的质量性状发展的机制。意义:在肉类研究领域发现蛋白质生物标志物是一个新兴话题。就山羊肉质量而言,使用蛋白质组学进行的研究很少,目的是提出生物标志物。因此,本研究首次使用无标记 shotgun 蛋白质组学探索了使用多个质量性状的山羊肉质量的生物标志物。我们确定了导致山羊肉质地变化的分子特征,这些特征属于肌肉结构和相关蛋白、能量代谢和热休克蛋白以及其他参与调节、蛋白水解、细胞凋亡、运输和结合、tRNA 加工或钙调蛋白结合的蛋白。我们进一步通过相关性和回归分析,评估了差异丰度蛋白作为候选生物标志物解释肉质的潜力。结果解释了 pH 值、颜色、水分保持能力、滴水和烹饪损失性状和质地等多个性状的变化。

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