Oscar Cortes, Javier Cañon, Sara Andrino, María Fernanadez, Carlos Carleos
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Using the pedigree information, three different inbreeding coefficients were estimated for the genotyped animals: the full pedigree coefficient (F<sub>PED</sub>), and the recent and ancient inbreeding coefficients based on the information of the last three generations (F<sub>PED<3G</sub>) and until the last three generations (F<sub>PED>3G</sub>), 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<sub>ROH</sub>), (2) segments shorter than 4 megabases (F<sub>ROH<4</sub>), (3) between 4 and 17 megabases (F<sub>ROH4-17</sub>), and (4) longer than 17 Mb (F<sub>ROH>17</sub>). Additionally, the three inbreeding coefficients implemented in the Plink software (F<sub>HAT1-3</sub>) 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<sub>ROH</sub>, F<sub>ROH>17</sub>, and F<sub>HAT3</sub> 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.</p>","PeriodicalId":54885,"journal":{"name":"Journal of Animal Breeding and Genetics","volume":"141 4","pages":"440-452"},"PeriodicalIF":1.9000,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/jbg.12853","citationCount":"0","resultStr":"{\"title\":\"Inbreeding depression and runs of homozygosity islands in Asturiana de los Valles cattle breed after 30 years of selection\",\"authors\":\"Oscar Cortes, Javier Cañon, Sara Andrino, María Fernanadez, Carlos Carleos\",\"doi\":\"10.1111/jbg.12853\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>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<sub>PED</sub>), and the recent and ancient inbreeding coefficients based on the information of the last three generations (F<sub>PED<3G</sub>) and until the last three generations (F<sub>PED>3G</sub>), 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<sub>ROH</sub>), (2) segments shorter than 4 megabases (F<sub>ROH<4</sub>), (3) between 4 and 17 megabases (F<sub>ROH4-17</sub>), and (4) longer than 17 Mb (F<sub>ROH>17</sub>). Additionally, the three inbreeding coefficients implemented in the Plink software (F<sub>HAT1-3</sub>) 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<sub>ROH</sub>, F<sub>ROH>17</sub>, and F<sub>HAT3</sub> 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. 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引用次数: 0
摘要
近交抑郁会导致受影响性状的平均表型值下降。传统上,近交抑郁是通过基于血统的近交系数来估算的。然而,随着单核苷酸多态性阵列的发展,人们开发出了新的方法来计算近交系数,进而计算近交抑郁。本研究旨在利用系谱和分子信息分析 Asturiana de los Valles 牛种中 6 个生长性状和 2 个繁殖性状的近交抑郁。血统组包括 225,848 条记录,平均等效完整世代数为 2.3。分子数据包括使用 Affymetrix 中密度芯片分析的 2693 头牛的基因型。利用血统信息,为基因分型动物估算了三种不同的近交系数:完整血统系数(FPED),以及分别基于最近三代信息(FPED)和直到最近三代信息(FPED>3G)的近期和远期近交系数。利用分子数据计算了七个近交系数。其中四个是根据同源性(ROH)估算的,考虑了(1)总长度(FROH ),(2)短于 4 兆位组(FROH ),(3)介于 4 和 17 兆位组(FROH4-17 ),(4)长于 17 Mb(FROH>17 )。此外,还估算了 Plink 软件中的三个近交系数(FHAT1-3)。使用线性混合效应模型估算近交抑郁,并将近交系数作为协变量。除断奶后平均日增重性状外,所有分析的性状(出生重、断奶前平均日增重、180 天断奶重、胴体重、产犊难易度、初产犊日龄、产犊间隔)都显示,根据血统组估计的近交抑郁的影响在统计学上显著,且不为零。当近交系数以基因组为基础时,根据 FROH、FROH>17 和 FHAT3 的近交系数,在断奶前平均日增重和断奶体重这两个性状上观察到了统计学意义上显著的近交抑郁。然而,与基于血统信息估计的近交抑郁类似,基于基因组信息估计的近交抑郁也没有相关的经济影响。尽管如此,从长远角度来看,基因分型数据仍可纳入遗传计划,以按照最优遗传贡献策略最大限度地提高遗传进展,并考虑个体近交负荷而非整体近交。在 2、3、8、10 和 16 号染色体上发现了 ROH 岛。这些区域包含多个候选基因,这些基因与 Asturiana de los Valles 品种的生长发育、肌内脂肪、体重和脂质代谢有关。
Inbreeding depression and runs of homozygosity islands in Asturiana de los Valles cattle breed after 30 years of selection
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 (FPED), and the recent and ancient inbreeding coefficients based on the information of the last three generations (FPED<3G) and until the last three generations (FPED>3G), 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 (FROH), (2) segments shorter than 4 megabases (FROH<4), (3) between 4 and 17 megabases (FROH4-17), and (4) longer than 17 Mb (FROH>17). Additionally, the three inbreeding coefficients implemented in the Plink software (FHAT1-3) 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 FROH, FROH>17, and FHAT3 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.
期刊介绍:
The Journal of Animal Breeding and Genetics publishes original articles by international scientists on genomic selection, and any other topic related to breeding programmes, selection, quantitative genetic, genomics, diversity and evolution of domestic animals. Researchers, teachers, and the animal breeding industry will find the reports of interest. Book reviews appear in many issues.