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肌肉和脂肪组织中的转录组分析确定了与生长和脂质沉积相关的基因。

Transcriptomic profiling in muscle and adipose tissue identifies genes related to growth and lipid deposition.

作者信息

Tao Xuan, Liang Yan, Yang Xuemei, Pang Jianhui, Zhong Zhijun, Chen Xiaohui, Yang Yuekui, Zeng Kai, Kang Runming, Lei Yunfeng, Ying Sancheng, Gong Jianjun, Gu Yiren, Lv Xuebin

机构信息

Animal Breeding and Genetics Key Laboratory of Sichuan Province, Sichuan Animal Science Academy, Chengdu, Sichuan, China.

Chengdu Biotechservice Institute, Chengdu, Sichuan, China.

出版信息

PLoS One. 2017 Sep 6;12(9):e0184120. doi: 10.1371/journal.pone.0184120. eCollection 2017.

Abstract

Growth performance and meat quality are important traits for the pig industry and consumers. Adipose tissue is the main site at which fat storage and fatty acid synthesis occur. Therefore, we combined high-throughput transcriptomic sequencing in adipose and muscle tissues with the quantification of corresponding phenotypic features using seven Chinese indigenous pig breeds and one Western commercial breed (Yorkshire). We obtained data on 101 phenotypic traits, from which principal component analysis distinguished two groups: one associated with the Chinese breeds and one with Yorkshire. The numbers of differentially expressed genes between all Chinese breeds and Yorkshire were shown to be 673 and 1056 in adipose and muscle tissues, respectively. Functional enrichment analysis revealed that these genes are associated with biological functions and canonical pathways related to oxidoreductase activity, immune response, and metabolic process. Weighted gene coexpression network analysis found more coexpression modules significantly correlated with the measured phenotypic traits in adipose than in muscle, indicating that adipose regulates meat and carcass quality. Using the combination of differential expression, QTL information, gene significance, and module hub genes, we identified a large number of candidate genes potentially related to economically important traits in pig, which should help us improve meat production and quality.

摘要

生长性能和肉质对养猪业和消费者来说都是重要的性状。脂肪组织是脂肪储存和脂肪酸合成的主要部位。因此,我们结合了对七个中国本土猪种和一个西方商业猪种(约克夏)的脂肪组织和肌肉组织进行的高通量转录组测序以及相应表型特征的量化分析。我们获得了101个表型性状的数据,通过主成分分析区分出两组:一组与中国猪种相关,另一组与约克夏相关。所有中国猪种与约克夏之间在脂肪组织和肌肉组织中的差异表达基因数量分别为673个和1056个。功能富集分析表明,这些基因与氧化还原酶活性、免疫反应和代谢过程相关的生物学功能及经典通路有关。加权基因共表达网络分析发现,与肌肉相比,脂肪中有更多与所测表型性状显著相关的共表达模块,这表明脂肪对肉和胴体品质具有调控作用。通过结合差异表达、QTL信息、基因显著性和模块中心基因,我们鉴定出大量可能与猪经济重要性状相关的候选基因,这将有助于我们提高猪肉产量和品质。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3d1d/5587268/7ef23f259215/pone.0184120.g001.jpg

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