畜牧兽医学报 ›› 2012, Vol. 43 ›› Issue (6): 872-877.doi:

• 遗传繁育 • 上一篇    下一篇

基于全基因组信息鉴定中国荷斯坦牛产奶性状基因及功能注释

齐超,谢岩,吴晓平,姜力,刘剑锋,孙东晓*,张勤,张沅   

  1. 中国农业大学动物科技学院,北京 100193
  • 收稿日期:2011-05-31 修回日期:1900-01-01 出版日期:2012-06-25 发布日期:2012-06-25
  • 通讯作者: 孙东晓
  • 作者简介:齐超(1986-),男,山东商河人,硕士,主要从事动物遗传育种研究,Tel:010-62732768,E-mail:lssqc@163.com;谢岩(1985-),女,河北兴隆人,硕士,主要从事动物遗传育种研究,Tel:01062732768,E-mail:xiey.300822@yahoo.com.cn。二者为同等第一作者
  • 基金资助:

    国家自然科学基金(31072016);国家科技支撑项目(2011BAD28B02);农业部“948”项目(2011-G2A);转基因生物新品种培育重大专项(2009ZX08009-156B);教育部新世纪优秀人才支持计划资助;天津市农业科技成果转化与推广项目(201104090-02);奶牛产业技术体系北京市创新团队

Identification and Annotation of Genes Affecting Milk Production Traits in Chinese Holstein Based on GWAS

QI Chao, XIE Yan, WU Xiao-ping, JIANG Li, LIU Jian-feng, SUN Dong-xiao*, ZHANG Qin, ZHANG Yuan   

  1. College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
  • Received:2011-05-31 Revised:1900-01-01 Online:2012-06-25 Published:2012-06-25
  • Contact: SUN Dongxiao

摘要:

前期研究基于中国荷斯坦牛女儿设计资源群体,采用Illumina公司Bovine50K微珠芯片对产奶性状进行了全基因组关联分析(GWAS),利用传递不平衡(L1-TDT)和回归分析(MMRA)2种统计分析方法共同检测到35个显著SNPs位点。本研究旨在基于该GWAS结果进一步对产奶性状基因进行鉴定及功能注释。基于牛基因组序列草图(Btau4.2),采用生物信息学和比较基因组学方法进行显著SNPs位置候选基因筛查和功能预测。分析发现,12个SNPs位点位于基因内部,23个位于基因侧翼,最终鉴定到28个位置候选基因,并确定了其物理位置、基因类型及潜在功能。基因功能可归纳为6种类型:调节机体营养成分代谢和平衡、细胞骨架或基质成分、调节细胞增殖和周期及凋亡、参与细胞信号转导和盐离子通道构成、具有激酶活性、参与mRNA转录调控或翻译调控。该研究为进一步鉴定中国荷斯坦牛产奶性状主效基因及功能验证打下了基础。

Abstract:

The previous genomewide association studies (GWAS) with Illumina Bovine50K chip have identified 35 significant SNPs associated with one or multiple milk production traits in a Chinese Holstein population from Beijing region with daughter design. The purpose of this study was to determine potential genes affecting milk yield and milk composition and function annotation based on such GWAS results. Through bioinformatics and comparative genomics analysis, potential genes screening and function prediction were performed. Twelve of 35 significant SNPs were located within genes and 23 were in the flanking region based on Btau 4.2 database. As a result, total 28 genes corresponding to the aforementioned 35 SNPs were determined. The functions of such genes were classified into 6 categories, including regulating body metabolism and nutrient balance, cytoskeleton or extracellular matrix, regulation of proliferation, cell cycle and apoptosis, cell signal transduction and saltion channel composition, kinase activity, mRNA transcription and translation regulation, transportation or transduction, transcription and translation regulation of fat granule protein. The findings could be useful for further investigations on gene identification and function validation for milk production traits in dairy cattle.

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