Genome-wide association analyses reveals copy number variant regions associated with reproduction and disease traits in Canadian Holstein cattle.

Oliveira, Hinayah R; Chud, Tatiane C S; Oliveira, Gerson A; Hermisdorff, Isis C; Narayana, Saranya G; Rochus, Christina M; Butty, Adrien M; Malchiodi, Francesca; Stothard, Paul; Miglior, Filippo; Baes, Christine F; Schenkel, Flavio S (2024). Genome-wide association analyses reveals copy number variant regions associated with reproduction and disease traits in Canadian Holstein cattle. Journal of dairy science, 107(9), pp. 7052-7063. American Dairy Science Association 10.3168/jds.2023-24295

[img]
Preview
Text
1-s2.0-S0022030224008105-main.pdf - Published Version
Available under License Creative Commons: Attribution (CC-BY).

Download (956kB) | Preview

This study aimed to evaluate the impact of copy number variants (CNVs) on 13 reproduction and 12 disease traits in Holstein cattle. Intensity signal files containing Log R ratio and B allele frequency information from 13,730 Holstein animals genotyped with a 95K SNP panel, and 8,467 Holstein animals genotyped with a 50K SNP panel were used to identify the CNVs. Subsequently, the identified CNVs were validated using whole genome sequence data from 126 animals, resulting in 870 high-confidence CNV regions (CNVRs) on 12,131 animals. Out of these, 54 CNVRs had frequencies higher than or equal to 1% in the population and were used in the genome-wide association analysis (one CNVR at a time, including the G matrix). Results revealed that 4 CNVRs were significantly (p-value < 3.7 × 10-5) associated with at least one of the traits analyzed in this study. Specifically, 2 CNVRs were associated with 3 reproduction traits (i.e., calf survival, first service to conception, and non-return rate), and 2 CNVRs were associated with 2 disease traits (i.e., metritis and retained placenta). These CNVRs harbored genes implicated in immune response, cellular signaling, and neuronal development, supporting their potential involvement in these traits. Further investigations to unravel the mechanistic and functional implications of these CNVRs on the mentioned traits are warranted.

Item Type:

Journal Article (Original Article)

Division/Institute:

05 Veterinary Medicine > Department of Clinical Research and Veterinary Public Health (DCR-VPH) > Institute of Genetics
05 Veterinary Medicine > Department of Clinical Research and Veterinary Public Health (DCR-VPH)

UniBE Contributor:

Baes, Christine Francoise

Subjects:

500 Science > 590 Animals (Zoology)
600 Technology > 630 Agriculture

ISSN:

0022-0302

Publisher:

American Dairy Science Association

Language:

English

Submitter:

Pubmed Import

Date Deposited:

29 May 2024 13:24

Last Modified:

18 Aug 2024 00:14

Publisher DOI:

10.3168/jds.2023-24295

PubMed ID:

38788846

Uncontrolled Keywords:

GWAS dairy cattle deletion duplication structural variation

BORIS DOI:

10.48350/197081

URI:

https://boris.unibe.ch/id/eprint/197081

Actions (login required)

Edit item Edit item
Provide Feedback