猪肉颜色的转录组学分析-股二头肌中的火腿光环效应

D. Nonneman, B. N. Keel, A. Lindholm-Perry, G. Rohrer, T. Wheeler, S. Shackelford, D. King
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摘要

猪肉的颜色是产品质量的主要指标,指导消费者购买决策。最近,行业收到了越来越多的消费者投诉,关于火腿颜色的浅度和不均匀性,主要是边缘较浅的颜色,称为“火腿晕”,这不是由制造过程引起的。这种效应在新鲜和加工过的火腿中可见,较轻的外部肌肉与较低的肌红蛋白浓度、phi型纤维有关。本研究的目的是鉴定猪肉火腿中浅色股二头肌和正常彩色股二头肌之间基因表达谱的差异。对来自10只动物的浅色和正常颜色肌肉样本进行了rna测序,显示出火腿光环效应。每个文库获得超过5000万个对端reads(2x75bp)。平均99.74%的修剪后的高质量reads被定位到Sscrofa 11.1基因组组装。使用DESeq2和GFOLD软件包鉴定差异表达基因(DEGs)。在股二头肌中共有14049个基因表达;13907个基因在轻肌和正常肌中均有表达,56个和86个基因仅在轻肌和正常肌中表达。用DESeq2分析鉴定出392个DEGs,其中359个基因在有色肌肉异常中表达更高。在deseq2分析中共鉴定出61个deg,并且在10个个体动物分析中至少有7个被鉴定出。这61种deg在正常有色肌肉中均上调。基因学(GO)富集分析发现,快纤维和慢纤维之间的过渡以及骨骼肌适应和收缩是最重要的生物过程术语。通过rna - seq对基因表达的评估发现,与猪肉颜色变化相关的火腿光环效应的股二头肌区域之间的deg。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Transcriptomic analysis for pork color – the ham halo effect in biceps femoris
Pork color is a major indicator of product quality that guides consumerpurchasing decisions. Recently, industry has received an increase in consumercomplaints about the lightness and non-uniformity of ham color, primarilylighter color in the periphery termed “ham halo” that is not caused bymanufacturing procedures. This effect is seen in fresh and processed hams andthe outer, lighter muscle is associated with lower myoglobin concentration, pHand type I fibers. The objective of this study was to identify differences ingene expression profiles between light and normal colored portions of biceps femoris muscle from pork hams.RNA-sequencing was performed for paired light and normal colored muscle samplesfrom 10 animals showing the ham halo effect. Over 50 million paired-end reads(2x75bp) per library were obtained. An average of 99.74% of trimmed high-qualityreads were mapped to the Sscrofa 11.1 genome assembly. Differentially expressedgenes (DEGs) were identified using both the DESeq2 and GFOLD software packages.A total of 14,049 genes were expressed in bicepsfemoris; 13,907 were expressed in both light and normal muscle, while 56and 86 genes were only expressed in light and normal muscle, respectively. Analysiswith DESeq2 identified 392 DEGs with 359 genes being more highly expressed innormal colored muscle. A total of 61 DEGs were identified in the DESeq2analysis and also were identified in at least 7 of the 10 individual animalanalyses. All 61 of these DEGs were up-regulated in normal colored muscle. Geneontology (GO) enrichment analysis of DEGs identified the transition betweenfast and slow fibers, and skeletal muscle adaptation and contraction as themost significant biological process terms. The evaluation of gene expression byRNA-Seq identified DEGs between regions of the biceps femoris with the ham halo effect that are associated with thevariation in pork color.
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