利用logistic回归分析估计奶牛乳腺炎与CXCR1基因生产性状相关的显性效应

Q1 Agricultural and Biological Sciences Agri Gene Pub Date : 2017-03-01 DOI:10.1016/j.aggene.2016.11.006
Masoumeh Bagheri, Azadeh Zahmatkesh
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引用次数: 3

摘要

乳腺炎是造成奶牛群经济损失的主要原因,优势效应对乳腺炎很重要。本研究旨在利用选择性基因分型方法,评价CXCR1基因在荷斯坦奶牛乳腺炎临床及生产性状中的显性效应。记录305天的哺乳期的生产特征和每次哺乳期临床乳腺炎的病例数。根据混合模型分析的临床乳腺炎残差(CMR)极值(最高和最低CMR值)选择奶牛。对两个极端组奶牛分别进行CXCR1基因分型,然后应用logistic回归分析,估计基因型与CMR之间的关系以及感兴趣性状的育种价值。CXCR1基因的等位基因G与临床乳腺炎(CM)病例减少有关,并对生产性状,特别是乳、蛋白和脂肪产量显示出理想的影响。优势度对生产性状和CM的影响范围为- 0.03 ~ 0.55 SD。对于产奶量性状,显性值为正值表明这些性状有过剩。结果表明,CXCR1基因可能是改善奶牛群体乳腺炎抗性和生产性状的有价值的候选基因,其显性效应不可忽视。
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Estimation of dominance effects related to mastitis and production traits for CXCR1 gene using logistic regression analysis in dairy cattle

The dominance effect is important for mastitis, which is the major source of economic loss in dairy herds. The objective of this study was to evaluate dominance effects of CXCR1 gene for clinical mastitis and production traits in Holstein dairy cattle using the selective genotyping method. Records of 305-day lactation were obtained for production traits and for the number of cases of clinical mastitis per lactation. Cows were selected based on extreme values (highest and lowest CMR values) for clinical mastitis residuals (CMR) from mixed model analyses. Each of the two extreme groups of cowswas genotyped for CXCR1 gene and then, associations between genotypes and CMR and also breeding values for traits of interest were estimated by applying logistic regression analyses. Allele G of CXCR1 gene was associated with fewer cases for clinical mastitis (CM), and showed desired effects on production traits, especially on milk, protein and fat yield. Effects of dominance ranged from − 0.03 SD to 0.55 SD for the production traits and CM. For milk production traits, positive values for dominance indicated a surplus in these traits. Result showed that CXCR1 gene may be a valuable candidate gene for improvement of mastitis resistance as well as production traits in dairy cattle herds and the dominance effects may not be negligible.

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Agri Gene
Agri Gene Agricultural and Biological Sciences-Agricultural and Biological Sciences (miscellaneous)
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期刊介绍: Agri Gene publishes papers that focus on the regulation, expression, function and evolution of genes in crop plants, farm animals, and agriculturally important insects and microorganisms. Agri Gene strives to be a diverse journal and topics in multiple fields will be considered for publication so long as their main focus is on agriculturally important organisms (plants, animals, insects, or microorganisms). Although not limited to the following, some examples of potential topics include: Gene discovery and characterization. Genetic markers to guide traditional breeding. Genetic effects of transposable elements. Evolutionary genetics, molecular evolution, population genetics, and phylogenetics. Profiling of gene expression and genetic variation. Biotechnology and crop or livestock improvement. Genetic improvement of biological control microorganisms. Genetic control of secondary metabolic pathways and metabolic enzymes of crop pathogens. Transcription analysis of beneficial or pest insect developmental stages Agri Gene encourages submission of novel manuscripts that present a reasonable level of analysis, functional relevance and/or mechanistic insight. Agri Gene also welcomes papers that have predominantly a descriptive component but improve the essential basis of knowledge for subsequent functional studies, or which provide important confirmation of recently published discoveries provided that the information is new.
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