Transcriptome analysis to identify candidate genes related to mammary gland development of Bactrian camel ( Camelus bactrianus )

The demand for camel milk, which has unique therapeutic properties, is increasing. The mammary gland is the organ in mammals responsible for the production and quality of milk. However, few studies have investigated the genes or pathways related to mammary gland growth and development in Bactrian ca...

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Published inFrontiers in veterinary science Vol. 10; p. 1196950
Main Authors Yao, Huaibing, Liang, Xiaorui, Dou, Zhihua, Zhao, Zhongkai, Ma, Wanpeng, Hao, Zelin, Yan, Hui, Wang, Yuzhuo, Wu, Zhuangyuan, Chen, Gangliang, Yang, Jie
Format Journal Article
LanguageEnglish
Published Switzerland Frontiers Media S.A 05.06.2023
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Summary:The demand for camel milk, which has unique therapeutic properties, is increasing. The mammary gland is the organ in mammals responsible for the production and quality of milk. However, few studies have investigated the genes or pathways related to mammary gland growth and development in Bactrian camels. This study aimed to compare the morphological changes in mammary gland tissue and transcriptome expression profiles between young and adult female Bactrian camels and to explore the potential candidate genes and signaling pathways related to mammary gland development. Three 2  years-old female camels and three 5  years-old adult female camels were maintained in the same environment. The parenchyma of the mammary gland tissue was sampled from the camels using percutaneous needle biopsy. Morphological changes were observed using hematoxylin-eosin staining. High-throughput RNA sequencing was performed using the Illumina HiSeq platform to analyze changes in the transcriptome between young and adult camels. Functional enrichment, pathway enrichment, and protein-protein interaction networks were also analyzed. Gene expression was verified using quantitative real-time polymerase chain reaction (qRT-PCR). Histomorphological analysis showed that the mammary ducts and mammary epithelial cells in adult female camels were greatly developed and differentiated from those in young camels. Transcriptome analysis showed that 2,851 differentially expressed genes were obtained in the adult camel group compared to the young camel group, of which 1,420 were upregulated, 1,431 were downregulated, and 2,419 encoded proteins. Functional enrichment analysis revealed that the upregulated genes were significantly enriched for 24 pathways, including the Hedgehog signaling pathway which is closely related to mammary gland development. The downregulated genes were significantly enriched for seven pathways, among these the Wnt signaling pathway was significantly related to mammary gland development. The protein-protein interaction network sorted the nodes according to the degree of gene interaction and identified nine candidate genes: , , , , , , , , and . The expression of fifteen genes randomly detected by qRT-PCR showed results consistent with those of the transcriptome analysis. Preliminary findings indicate that the Hedgehog, Wnt, oxytocin, insulin, and steroid biosynthesis signaling pathways have important effects on mammary gland development in dairy camels. Given the importance of these pathways and the interconnections of the involved genes, the genes in these pathways should be considered potential candidate genes. This study provides a theoretical basis for elucidating the molecular mechanisms associated with mammary gland development and milk production in Bactrian camels.
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Reviewed by: Qudrat Ullah, University of Agriculture, Dera Ismail Khan, Pakistan; Lei Liu, Chinese Academy of Agricultural Sciences, China
ORCID: Huaibing Yao, https://orcid.org/0000-0001-6294-2712
Xiaorui Liang, https://orcid.org/0000-0002-7478-0762
Zhongkai Zhao, https://orcid.org/0000-0002-5392-6769
Edited by: Muhammad Zahoor Khan, University of Agriculture, Dera Ismail Khan, Pakistan
Zhihua Dou, https://orcid.org/0000-0001-7500-9673
Jie Yang, https://orcid.org/0000-0002-9287-2142
ISSN:2297-1769
2297-1769
DOI:10.3389/fvets.2023.1196950