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Published on: August 12, 2019
A Pilot Detection and Associate Study of Gene Presence-Absence Variation in Holstein Cattle
Clarissa Boschiero1,2, Mahesh Neupane1, Liu Yang1,3
1Animal Genomics and Improvement Laboratory, BARC, Agricultural Research Service, USDA, Beltsville, MD 20705, USA.
This study identified presence-absence variations (PAVs) in Holstein bulls, revealing their association with economically important traits like milk production and health. These findings offer insights into cattle genetic diversity and trait determination.
Area of Science:
- Genomics
- Animal Genetics
- Bioinformatics
Background:
- Presence-absence variations (PAVs) are crucial structural variations impacting gene content.
- PAV research in cattle is limited compared to plants.
- Understanding PAVs is vital for improving economically important traits in livestock.
Purpose of the Study:
- To identify PAVs in Holstein bulls using whole-genome sequencing data.
- To investigate the association of PAVs with 46 economically important traits in cattle.
- To explore the functional enrichment of variable gene categories (softcore, shell, cloud).
Main Methods:
- Whole-genome sequencing of 173 Holstein bulls.
- Identification and classification of genes into core, softcore, shell, and cloud categories.
- PAV-based genome-wide association studies (GWAS) for trait associations.
Main Results:
- Identified 26,979 core genes and variable genes (softcore, shell, cloud).
- Cloud genes are enriched in hormonal and antimicrobial functions; shell genes in immune functions.
- Discovered associations between PAVs and 16 traits, including milk yield, fat, protein, health, and reproduction, notably on chromosomes 7 and 15.
Conclusions:
- PAVs significantly contribute to genetic variation and trait diversity in Holstein cattle.
- PAV-based GWAS provides valuable insights into the genetic architecture of complex traits.
- This research highlights the importance of considering PAVs for cattle breeding and genetic improvement programs.
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