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Background: Disease is a key factor to shorten productive lifespan of dairy cattle. Shifting from classical 'treating existing diseases' to 'preventing diseases before they occur' is a challenge in high-producing dairy cattle. Immunity plays a crucial role in defending against disease. Substantial evidence indicates that the immune function of taurine ancestry cattle and indicine ancestry cattle are distinct. Therefore, this study aims: (1) to identify core immune genes (CIG) and allele-specific expression (ASE) variants by comparing taurine ancestry dairy cattle with indicine ancestry cattle; and (2) to provide candidate markers for future validation and then used in genomic selection for enhanced immunity in taurine ancestry dairy cattle.
Results: Here, transcriptome and genome data generated by us from the livers and spleens of taurine ancestry dairy cattle (Holstein and Xinjiang Brown) and indicine ancestry cattle (Dehong humped and Dengchuan), along with publicly downloaded transcriptome and genome data of immune cells (monocytes, CD4 T cells, and B cells) from Holstein and Nelore were systematically analyzed. We constructed transcriptomic-based immune- and disease-scores to assess immunity between taurine ancestry dairy cattle and indicine ancestry cattle. Taurine ancestry dairy cattle exhibited lower immune-scores (T cell receptor signaling, etc.) and higher disease-scores (Staphylococcus aureus infection, etc.) compared to indicine ancestry cattle. A total of 184 CIG underlying the score differences were identified. Furthermore, we performed ASE analysis and verified the identified ASE genes and ASE SNPs by using large-scale expression quantitative trait loci (eQTLs) data from immune tissues and cells. A total of 1,255 ASE genetic variants related to the CIG were identified in this study. These variants were significantly enriched in active promoters and enhancers in the spleen. Finally, we verified the association between CIG and health traits in 27,214 Holstein bulls and 101 Holstein cows.
Conclusions: This study uses high-throughput omics data to provide new insights into the digitalization of immunity, defined as quantifying immune- and disease-related pathway activity through gene expression levels. Our study also provides candidate markers for future functional validation and genomic selection strategies aimed at enhancing immunity in Holstein cattle.
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http://dx.doi.org/10.1186/s12864-025-11936-9 | DOI Listing |
BMC Genomics
August 2025
Key Laboratory of Animal Genetics, Breeding and Reproduction, Ministry of Agriculture & National Engineering Laboratory for Animal Breeding, College of Animal Science and Technology, China Agricultural University, Beijing, 100193, China.
Background: Disease is a key factor to shorten productive lifespan of dairy cattle. Shifting from classical 'treating existing diseases' to 'preventing diseases before they occur' is a challenge in high-producing dairy cattle. Immunity plays a crucial role in defending against disease.
View Article and Find Full Text PDFBMC Genomics
July 2025
Key Laboratory of Yak Breeding of Gansu Province, Lanzhou Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences, Lanzhou, 730050, China.
Background: The distinctive geography and climate of Gansu Province have given rise to three indigenous cattle breeds-Zaosheng, Anxi, and Yangba. Renowned for their superior meat quality and remarkable adaptability, these breeds are crucial for maintaining genetic diversity. However, they are under threat from intensive farming practices, environmental degradation, and genetic drift, which could lead to an irreversible loss of genetic resources.
View Article and Find Full Text PDFBiology (Basel)
May 2025
Institute of Gansu Pingliang Red Cattle, Pingliang 744000, China.
The majority of native cattle in the central region of China are taurine × indicine cattle with diverse phenotypes. Zaosheng cattle, a native Chinese breed from Gansu Province, exhibit excellent meat quality and good adaptability. This cattle breed is still in the development phase from a drought type to a beef breed.
View Article and Find Full Text PDFBMC Genom Data
May 2025
Centre for Tropical Livestock Genetics and Health (CTLGH), The Roslin Institute, University of Edinburgh, Easter Bush Campus, Edinburgh, UK.
Previous genomic characterisation of Rwanda dairy cattle predominantly focused on the One Cow per Poor Family (locally called "Girinka") programme. However, smallholder farmers in Rwanda have benefited from other livestock initiatives and development programmes. Capturing and documenting the genetic diversity, is critical in part as a key contribution to genomic resource required to support dairy development in Rwanda.
View Article and Find Full Text PDFSci Rep
May 2025
ICAR- Indian Institute of Agricultural Biotechnology, Ranchi, Jharkhand, India.
Crossbreeding in India has been widely adopted to address low sustainability and poor productivity in non-descript cattle. This study analyzed Vrindavani (VRI) crossbred cattle and their parental populations (Holstein Friesian (HOL), Jersey (JER), Brown Swiss (BSW), Hariana (HAR) using SNP data to characterize locus-specific ancestry in VRI's genome along with admixture proportions and population stratification. Admixture analysis showed VRI have 67.
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