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南非艾尔夏牛、荷斯坦牛和泽西牛品种基于系谱和基因组的纯合模式。

Pedigree and genome-based patterns of homozygosity in the South African Ayrshire, Holstein, and Jersey breeds.

作者信息

Visser Carina, Lashmar Simon Frederick, Reding Jason, Berry Donagh P, van Marle-Köster Esté

机构信息

Department of Animal Science, Faculty of Natural and Agricultural Sciences, University of Pretoria, Pretoria, South Africa.

Animal and Grassland Research and Innovation Centre, Teagasc, Co. Cork, Ireland.

出版信息

Front Genet. 2023 Mar 17;14:1136078. doi: 10.3389/fgene.2023.1136078. eCollection 2023.

Abstract

The erosion of genetic diversity limits long-term genetic gain and impedes the sustainability of livestock production. In the South African (SA) dairy industry, the major commercial dairy breeds have been applying estimated breeding values (EBVs) and/or have been participating in Multiple Across Country Evaluations (MACE). The transition to genomic estimated breeding values (GEBVs) in selection strategies requires monitoring of the genetic diversity and inbreeding of current genotyped animals, especially considering the comparatively small population sizes of global dairy breeds in SA. This study aimed to perform a homozygosity-based evaluation of the SA Ayrshire (AYR), Holstein (HST), and Jersey (JER) dairy cattle breeds. Three sources of information, namely 1) single nucleotide polymorphism (SNP) genotypes (3,199 animals genotyped for 35,572 SNPs) 2) pedigree records (7,885 AYR; 28,391 HST; 18,755 JER), and 3) identified runs of homozygosity (ROH) segments were used to quantify inbreeding related parameters. The lowest pedigree completeness was for the HST population reducing from a value of 0.990 to 0.186 for generation depths of one to six. Across all breeds, 46.7% of the detected ROH were between 4 megabase pairs (Mb) and 8 Mb in length. Two conserved homozygous haplotypes were identified in more than 70% of the JER population on autosome (BTA) 7. The JER breed displayed the highest level of inbreeding across all inbreeding coefficients. The mean (± standard deviation) pedigree-based inbreeding coefficient (F) ranged from 0.051 (±0.020) for AYR to 0.062 (±0.027) for JER, whereas SNP-based inbreeding coefficients (F) ranged from 0.020 (HST) to 0.190 (JER) and ROH-based inbreeding coefficients, considering all ROH segment coverage (F), ranged from 0.053 (AYR) to 0.085 (JER). Within-breed Spearman correlations between pedigree-based and genome-based estimates ranged from weak (AYR: 0.132 between FPED and F calculated for ROH <4Mb in size) to moderate (HST: 0.584 between F and F). Correlations strengthened between F and F as the ROH length category was considered lengthened, suggesting a dependency on breed-specific pedigree depth. The genomic homozygosity-based parameters studied proved useful in investigating the current inbreeding status of reference populations genotyped to implement genomic selection in the three most prominent South African dairy cattle breeds.

摘要

遗传多样性的侵蚀限制了长期遗传增益,并阻碍了畜牧生产的可持续性。在南非乳制品行业,主要的商业奶牛品种一直在应用估计育种值(EBV)和/或参与多国综合评估(MACE)。选择策略向基因组估计育种值(GEBV)的转变需要监测当前基因分型动物的遗传多样性和近亲繁殖情况,特别是考虑到南非全球奶牛品种的种群规模相对较小。本研究旨在对南非艾尔夏牛(AYR)、荷斯坦牛(HST)和泽西牛(JER)奶牛品种进行基于纯合性的评估。使用了三种信息来源,即1)单核苷酸多态性(SNP)基因型(3199头动物针对35572个SNP进行了基因分型)、2)系谱记录(7885头AYR;28391头HST;18755头JER)以及3)识别出的纯合性片段(ROH)来量化近亲繁殖相关参数。HST群体的系谱完整性最低,从一代到六代,其值从0.990降至0.186。在所有品种中,检测到的ROH有46.7%的长度在4兆碱基对(Mb)至8 Mb之间。在常染色体(BTA)7上,超过70%的JER群体中鉴定出两个保守的纯合单倍型。在所有近亲繁殖系数中,JER品种表现出最高水平的近亲繁殖。基于系谱的平均(±标准差)近亲繁殖系数(F)范围从AYR的0.051(±0.020)到JER的0.062(±0.027),而基于SNP的近亲繁殖系数(F)范围从HST的0.020到JER的0.190,基于ROH的近亲繁殖系数(考虑所有ROH片段覆盖范围,F)范围从AYR的0.053到JER的0.085。基于系谱和基于基因组的估计值在品种内的斯皮尔曼相关性范围从较弱(AYR:在FPED与针对大小<4Mb的ROH计算的F之间为0.132)到中等(HST:在F与F之间为0.584)。随着考虑的ROH长度类别变长,F与F之间的相关性增强,表明其依赖于品种特异性系谱深度。事实证明,所研究的基于基因组纯合性的参数对于调查南非三个最主要奶牛品种中为实施基因组选择而进行基因分型的参考群体的当前近亲繁殖状况很有用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c2e/10063850/45a3475c251b/fgene-14-1136078-g001.jpg

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