Assessment of the significance of new phenotype parameters of Russian meat merino sheep by principal component analysis

A. Krivoruchko, O. Yatsyk, A. Skokova, K. Katkov, A. Kanibolotskaya
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Abstract

Phenotype assessment is an important process in breeding practice and for studying the influence of genes that shape the productive qualities of sheep. As a result of many years of selection and breeding work, the existing indicators fixed in the breed have lost their supposed potential, which dictates the need to search for new indicators that more accurately characterize the meat productivity of sheep. The aim of the work is to assess the informativeness of phenotype parameters in Russian meat merino sheep by the method of principal component analysis, for further use in genomic selection programs, as well as applicable for in vivo assessment of meat productivity. For the first time, new methods of assessing the exterior and interior for the study of meat productivity have been proposed and their efficiency has been determined for russian meat merino (RMM) sheep. The possibility of determining the size of individual muscle groups using such parameters as the girth of the shoulder, forearm and thigh by instrumental methods, as well as measuring the thigh muscle thickness and fat thickness (TMT and FT) in the lumbar region using ultrasound was studied. The object of the study was the one-year -old rams (n = 50) of the Russian Meat Merino (RMM) breed. To assess the significance of the proposed measurements, in comparison with those used in existing practice, the principal component method and correlation analysis were used. In the course of the work carried out, it was found that measurements: thigh volume, forearm girth had the most significant correlations with all parameters describing the exterior of the PMM breed. Based on the analysis of the main components, it was determined that the first six components in our study explained more than 80% of phenotypic variability. Thus, the proposed parameters determined by ultrasound: TMT and FT are advisable to use for the phenotypic assessment of the conformation of sheep of the RMM breed, especially when searching for genomic associations with productive qualities.
主成分分析评价俄罗斯肉用美利奴羊新表型参数的意义
表型评估是育种实践和研究影响绵羊生产品质的基因影响的重要过程。由于多年的选择和育种工作,该品种的现有固定指标已经失去了其假定的潜力,这就要求寻找更准确地表征绵羊肉产率的新指标。这项工作的目的是通过主成分分析的方法来评估俄罗斯肉用美利奴羊表型参数的信息量,以便进一步用于基因组选择程序,以及适用于体内肉用生产力的评估。本文首次提出了用于研究俄罗斯美利奴肉羊肉产率的外部和内部评价新方法,并确定了它们的效率。研究了用仪器测量肩、前臂、大腿周长等参数确定单个肌群大小的可能性,以及用超声测量腰区大腿肌肉厚度和脂肪厚度(TMT和FT)的可能性。研究对象为俄罗斯肉用美利奴羊(RMM)品种的1岁公羊(n = 50)。为了评估所提出的测量值的重要性,并与现有实践中使用的测量值进行比较,使用了主成分法和相关分析。在进行的工作过程中,发现测量:大腿体积,前臂周长与描述PMM品种外观的所有参数具有最显著的相关性。根据对主要成分的分析,确定我们研究中的前六个成分解释了80%以上的表型变异。因此,建议将超声确定的参数:TMT和FT用于RMM品种绵羊构象的表型评估,特别是在寻找与生产品质的基因组关联时。
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