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南非猪科动物遗传变异与种群独特性的全基因组评估

Genome Wide Assessment of Genetic Variation and Population Distinctiveness of the Pig Family in South Africa.

作者信息

Hlongwane Nompilo Lucia, Hadebe Khanyisile, Soma Pranisha, Dzomba Edgar Farai, Muchadeyi Farai Catherine

机构信息

Biotechnology Platform, Agricultural Research Council, Onderstepoort, South Africa.

Discipline of Genetics, School of Life Sciences, University of KwaZulu-Natal, Pietermartizburg, South Africa.

出版信息

Front Genet. 2020 May 7;11:344. doi: 10.3389/fgene.2020.00344. eCollection 2020.

Abstract

Genetic diversity is of great importance and a prerequisite for genetic improvement and conservation programs in pigs and other livestock populations. The present study provides a genome wide analysis of the genetic variability and population structure of pig populations from different production systems in South Africa relative to global populations. A total of 234 pigs sampled in South Africa and consisting of village ( = 91), commercial ( = 60), indigenous ( = 40), Asian ( = 5) and wild ( = 38) populations were genotyped using Porcine SNP60K BeadChip. In addition, 389 genotypes representing village and commercial pigs from America, Europe, and Asia were accessed from a previous study and used to compare population clustering and relationships of South African pigs with global populations. Moderate heterozygosity levels, ranging from 0.204 for Warthogs to 0.371 for village pigs sampled from Capricorn municipality in Eastern Cape province of South Africa were observed. Principal Component Analysis of the South African pigs resulted in four distinct clusters of (i) Duroc; (ii) Vietnamese; (iii) Bush pig and Warthog and (iv) a cluster with the rest of the commercial (SA Large White and Landrace), village, Wild Boar and indigenous breeds of Koelbroek and Windsnyer. The clustering demonstrated alignment with genetic similarities, geographic location and production systems. The PCA with the global populations also resulted in four clusters that where populated with (i) all the village populations, wild boars, SA indigenous and the large white and landraces; (ii) Durocs (iii) Chinese and Vietnamese pigs and (iv) Warthog and Bush pig. = 10 (The number of population units) was the most probable ADMIXTURE based clustering, which grouped animals according to their populations with the exception of the village pigs that showed presence of admixture. AMOVA reported 19.92%-98.62% of the genetic variation to be within populations. Sub structuring was observed between South African commercial populations as well as between Indigenous and commercial breeds. Population pairwise analysis showed genetic differentiation ( ≤ 0.05) between the village, commercial and wild populations. A per marker per population pairwise analysis revealed SNPs associated with QTLs for traits such as meat quality, cytoskeletal and muscle development, glucose metabolism processes and growth factors between both domestic populations as well as between wild and domestic breeds. Overall, the study provided a baseline understanding of porcine diversity and an important foundation for porcine genomics of South African populations.

摘要

遗传多样性非常重要,是猪和其他家畜群体遗传改良与保护计划的前提条件。本研究对南非不同生产系统的猪群相对于全球猪群的遗传变异性和群体结构进行了全基因组分析。使用猪60K SNP芯片对在南非采集的总共234头猪进行了基因分型,这些猪包括乡村猪(n = 91)、商业猪(n = 60)、本土猪(n = 40)、亚洲猪(n = 5)和野猪(n = 38)。此外,从先前的一项研究中获取了代表来自美洲、欧洲和亚洲的乡村猪和商业猪的389个基因型,并用于比较南非猪与全球猪群的群体聚类和关系。观察到杂合度水平适中,从疣猪的0.204到从南非东开普省摩羯座市采集的乡村猪的0.371不等。对南非猪进行主成分分析,结果形成了四个不同的聚类:(i)杜洛克猪;(ii)越南猪;(iii)丛林猪和疣猪;(iv)一个包含其余商业猪(南非大白猪和长白猪)、乡村猪、野猪以及本土品种科尔布罗克猪和温斯奈德猪的聚类。聚类结果显示与遗传相似性、地理位置和生产系统一致。与全球猪群进行的主成分分析也形成了四个聚类,其中包含:(i)所有乡村猪群、野猪、南非本土猪以及大白猪和长白猪;(ii)杜洛克猪;(iii)中国猪和越南猪;(iv)疣猪和丛林猪。K = 10(群体单位数量)是基于ADMIXTURE最可能的聚类结果,该结果根据猪的群体对动物进行分组,但乡村猪显示存在混合情况。分子方差分析报告称,19.92% - 98.62%的遗传变异存在于群体内部。在南非商业猪群体之间以及本土猪和商业猪品种之间观察到了亚结构。群体间FST分析显示乡村猪、商业猪和野猪群体之间存在遗传分化(FST≤0.05)。对每个群体的每个标记进行群体间FST分析,揭示了与肉质、细胞骨架和肌肉发育、葡萄糖代谢过程以及生长因子等性状的数量性状位点相关的单核苷酸多态性,这些性状在两个家猪群体之间以及野猪和家猪品种之间均存在。总体而言,该研究为猪的多样性提供了基线认识,并为南非猪群的猪基因组学奠定了重要基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b7c/7221027/05e2806c7432/fgene-11-00344-g001.jpg

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