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• W4283026360 abstract "• A meta-analysis was conducted for genomic and pedigree-based heritabilities in dairy cows. • The pedigree-based heritability was higher than genomic heritability for all traits. • The gap between genomic and pedigree-based heritabilities was high for milk yield. • Moderate heterogeneity was observed for the genomic heritability of milk yield. This study aimed to conduct a meta-analysis based on a random-effects model to combine different published pedigree-based and genomic heritability estimates for production traits in dairy cows. Also, the missing heritability estimates for the studied traits were determined. In total, 148 heritability estimates from 62 journal articles were used to conduct this meta-analysis. Heterogeneity among studies was evaluated using the I 2 index and Chi-square (Q) test. The estimated pedigree-based and genomic heritabilities were 0.253 and 0.144 for milk yield (MY), 0.290 and 0.191 for milk fat percentage (FP), and 0.378 and 0.363 for milk protein percentage (PP), respectively. The gap between genomic and pedigree-based heritability estimates was high for MY (43%) and medium for FP (34%). Also, the difference between genomic and pedigree-based heritabilities was low for PP (11%). Meta-analysis of pedigree-based heritabilities for all traits indicated significant and high heterogeneity. Also, significant and moderate heterogeneity was observed for the genomic heritability of MY. Publication bias was evaluated for genomic heritability of FP and PP that did not indicate significant heterogeneity. Egger's test did not show any significant publication bias for the meta-analysis of genomic heritabilities for FP and PP. This study revealed that estimation of genomic heritabilities by appropriate genotyping and statistical methods could improve the accuracy of genetic parameter estimates for production traits in dairy cows. These estimates would be helpful for future breeding programs and the study of the genetic architecture of production traits in dairy cows." @default.
• W4283026360 created "2022-06-18" @default.
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• W4283026360 date "2022-09-01" @default.
• W4283026360 modified "2023-09-24" @default.
• W4283026360 title "A meta-analysis of the gap between pedigree-based and genomic heritability estimates for production traits in dairy cows" @default.
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• W4283026360 doi "https://doi.org/10.1016/j.livsci.2022.105000" @default.
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