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Updated: Oct 21, 2025

Large-Scale Multi-Omics Genome-Wide Association Studies Mo-GWAS: Guidelines for Sample Preparation and Normalization
Published on: July 27, 2021
Genetic parameters and weighted single-step genome-wide association study for supernumerary teats in Holstein cattle
1Laboratory of Animal Genetics, Breeding and Reproduction, Ministry of Agriculture of China, National Engineering Laboratory of Animal Breeding, College of Animal Science and Technology, China Agricultural University, 100193, Beijing, China.
Supernumerary teats (SNT) in Chinese Holstein cattle occur in 9.8% of cases and are heritable. Researchers identified 10 SNT-related genes on BTA4, including RARRES2, offering insights for genetic selection to reduce SNT.
Area of Science:
- Animal genetics
- Mammalian reproductive biology
- Quantitative genetics
Background:
- Supernumerary teats (SNT) are a common udder abnormality in mammals, negatively impacting milk production, udder health, and animal welfare.
- SNT can lead to economic losses through increased veterinary costs, reduced milk yield, and early culling of affected animals.
Purpose of the Study:
- To investigate the incidence and heritability of SNT in Chinese Holstein cattle.
- To identify genes and genomic regions associated with SNT in this population.
- To explore genetic correlations between SNT and economically important traits.
Main Methods:
- A population of 4,670 Chinese Holstein cattle was analyzed for SNT incidence.
- Heritability was estimated using a threshold model.
- Genetic correlations were calculated between SNT and milk production, body conformation, fertility, health, and longevity traits.
- A single-step Genome-Wide Association Study (GWAS) was performed using 114,485 SNPs.
Main Results:
- The overall incidence of SNT was 9.8%, with an estimated heritability of 0.22.
- Low to moderate genetic correlations were observed between SNT and traits like milk yield and age at first calving.
- GWAS identified 10 candidate genes associated with SNT on BTA4, with the RARRES2 gene highlighted in a region of high genetic variance.
Conclusions:
- SNT is a heritable trait in Chinese Holstein cattle, suggesting potential for genetic selection to reduce its occurrence.
- Identifying SNT-associated genes provides a foundation for marker-assisted selection strategies.
- Understanding the genetic basis of SNT can aid breeders in improving udder health and economic efficiency.
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