Cortes Oscar, Cañon Javier, Andrino Sara, Fernanadez María, Carleos Carlos
Departamento de Producción Animal, Facultad de Veterinaria, Universidad Complutense de Madrid, Madrid, Spain.
Asociación Española de Criadores de Ganado Vacuno Selecto de la Raza Asturiana de los Valles, Llanera, Spain.
J Anim Breed Genet. 2024 Jul;141(4):440-452. doi: 10.1111/jbg.12853. Epub 2024 Feb 1.
Inbreeding depression results in a decrease in the average phenotypic values of affected traits. It has been traditionally estimated from pedigree-based inbreeding coefficients. However, with the development of single-nucleotide polymorphism arrays, novel methods were developed for calculating the inbreeding coefficient, and consequently, inbreeding depression. The aim of the study was to analyse inbreeding depression in 6 growth and 2 reproductive traits in the Asturiana de los Valles cattle breed using both genealogical and molecular information. The pedigree group comprised 225,848 records and an average equivalent number of complete generations of 2.3. The molecular data comprised genotypes of 2693 animals using the Affymetrix medium-density chip. Using the pedigree information, three different inbreeding coefficients were estimated for the genotyped animals: the full pedigree coefficient (F), and the recent and ancient inbreeding coefficients based on the information of the last three generations (F) and until the last three generations (F), respectively. Using the molecular data, seven inbreeding coefficients were calculated. Four of them were estimated based on runs of homozygosity (ROH), considering (1) the total length (F), (2) segments shorter than 4 megabases (F), (3) between 4 and 17 megabases (F), and (4) longer than 17 Mb (F). Additionally, the three inbreeding coefficients implemented in the Plink software (F) were estimated. Inbreeding depression was estimated using linear mixed-effects model with inbreeding coefficients used as covariates. All analysed traits (birth weight, preweaning average daily gain, weaning weight adjusted at 180 days, carcass weight, calving ease, age at first calving, calving interval) showed a statistically significant non-zero effect of inbreeding depression estimated from the pedigree group, except for the Postweaning Average Daily Gain trait. When inbreeding coefficients were based on the genomic group, statistically significant inbreeding depression was observed for two traits, Preweaning Average Daily Gain and Weaning Weight based on F, F, and F inbreeding coefficients. Nevertheless, similar to inbreeding depression estimated based on pedigree information, estimates of inbreeding depression based on genomic information had no relevant economic impact. Despite this, from a long-term perspective, genotyped data could be included to maximize genetic progress in genetic programs following an optimal genetic contribution strategy and to consider individual inbreeding load instead global inbreeding. ROH islands were identified on chromosomes 2, 3, 8, 10, and 16. Such regions contain several candidate genes for growth development, intramuscular fat, body weight and lipid metabolism that are related to production traits selected in Asturiana de los Valles breed.
近亲繁殖衰退导致受影响性状的平均表型值下降。传统上,它是根据基于系谱的近亲繁殖系数来估计的。然而,随着单核苷酸多态性阵列的发展,人们开发了新的方法来计算近亲繁殖系数,进而计算近亲繁殖衰退。本研究的目的是利用系谱和分子信息分析阿斯图里亚纳山谷牛品种6个生长性状和2个繁殖性状的近亲繁殖衰退。系谱组包含225,848条记录,平均完整世代等效数为2.3。分子数据包括使用Affymetrix中密度芯片对2693只动物的基因型。利用系谱信息,为基因分型动物估计了三种不同的近亲繁殖系数:完整系谱系数(F),以及分别基于最后三代(F)和直到最后三代(F)信息的近期和远古近亲繁殖系数。利用分子数据,计算了七个近亲繁殖系数。其中四个是基于纯合子片段(ROH)估计的,分别考虑(1)总长度(F)、(2)短于4兆碱基的片段(F)、(3)4至17兆碱基之间的片段(F)和(4)长于17兆碱基的片段(F)。此外,还估计了Plink软件中实现的三个近亲繁殖系数(F)。使用线性混合效应模型估计近亲繁殖衰退,将近亲繁殖系数用作协变量。除断奶后平均日增重性状外,所有分析的性状(出生体重、断奶前平均日增重、180日龄调整后的断奶体重、胴体重、产犊难易度、初产年龄、产犊间隔)从系谱组估计的近亲繁殖衰退均显示出统计学上显著的非零效应。当近亲繁殖系数基于基因组组时,基于F、F和F近亲繁殖系数,观察到断奶前平均日增重和断奶体重这两个性状存在统计学上显著的近亲繁殖衰退。然而,与基于系谱信息估计的近亲繁殖衰退类似,基于基因组信息的近亲繁殖衰退估计没有相关的经济影响。尽管如此,从长期来看,可以纳入基因分型数据,以按照最优遗传贡献策略在遗传计划中最大化遗传进展,并考虑个体近亲繁殖负荷而非总体近亲繁殖。在2号、3号、8号、10号和16号染色体上鉴定出了ROH岛。这些区域包含几个与生长发育、肌内脂肪、体重和脂质代谢相关的候选基因,这些基因与阿斯图里亚纳山谷牛品种中选择的生产性状有关。