Circular RNA Expression and Regulation Profiling in Testicular Tissues of Immature and Mature Wandong Cattle (Bos taurus)
Wandong cattle are an autochthonous Chinese breed used extensively for beef production. The breed tolerates extreme weather conditions and raw feed and is resistant to tick-borne diseases. However, the genetic basis of testis development and sperm production as well as breeding management is not wel...
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oai:doaj.org-article:70fa4bd4e588498abd415bc0b4516d942021-11-30T10:06:33ZCircular RNA Expression and Regulation Profiling in Testicular Tissues of Immature and Mature Wandong Cattle (Bos taurus)1664-802110.3389/fgene.2021.685541https://doaj.org/article/70fa4bd4e588498abd415bc0b4516d942021-11-01T00:00:00Zhttps://www.frontiersin.org/articles/10.3389/fgene.2021.685541/fullhttps://doaj.org/toc/1664-8021Wandong cattle are an autochthonous Chinese breed used extensively for beef production. The breed tolerates extreme weather conditions and raw feed and is resistant to tick-borne diseases. However, the genetic basis of testis development and sperm production as well as breeding management is not well established in local cattle. Therefore, improving the reproductive efficiency of bulls via genetic selection is crucial as a single bull can breed thousands of cows through artificial insemination (AI). Testis development and spermatogenesis are regulated by hundreds of genes and transcriptomes. However, circular RNAs (circRNAs) are the key players in many biological developmental processes that have not been methodically described and compared between immature and mature stages in Bovine testes. In this study, we performed total RNA-seq and comprehensively analyzed the circRNA expression profiling of the testis samples of six bulls at 3 years and 3 months of developmental age. In total, 17,013 circRNAs were identified, of which 681 circRNAs (p-adjust < 0.05) were differentially expressed (DE). Among these DE circRNAs, 579 were upregulated and 103 were downregulated in calf and bull testes. The Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses revealed that the identified target genes were classified into three broad functional categories, including biological process, cellular component, and molecular function, and were enriched in the lysine degradation, cell cycle, and cell adhesion molecule pathways. The binding interactions between DE circRNAs and microRNAs (miRNAs) were subsequently constructed using bioinformatics approaches. The source genes ATM, CCNA1, GSK3B, KMT2C, KMT2E, NSD2, SUCLG2, QKI, HOMER1, and SNAP91 were found to be actively associated with bull sexual maturity and spermatogenesis. In addition, a real-time quantitative polymerase chain reaction (RT-qPCR) analysis showed a strong correlation with the sequencing data. Moreover, the developed model of Bovine testes in the current study provides a suitable framework for understanding the mechanism of circRNAs in the development of testes and spermatogenesis.Ibrar Muhammad KhanHongyu LiuJingyi ZhuangNazir Muhammad KhanDandan ZhangJingmeng ChenTengteng XuLourdes Felicidad Córdova AvalosXinqi ZhouYunhai ZhangFrontiers Media S.A.articlewandong cattletesticular growthspermatogenesiscircRNAstotal RNA sequencingGeneticsQH426-470ENFrontiers in Genetics, Vol 12 (2021) |
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wandong cattle testicular growth spermatogenesis circRNAs total RNA sequencing Genetics QH426-470 |
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wandong cattle testicular growth spermatogenesis circRNAs total RNA sequencing Genetics QH426-470 Ibrar Muhammad Khan Hongyu Liu Jingyi Zhuang Nazir Muhammad Khan Dandan Zhang Jingmeng Chen Tengteng Xu Lourdes Felicidad Córdova Avalos Xinqi Zhou Yunhai Zhang Circular RNA Expression and Regulation Profiling in Testicular Tissues of Immature and Mature Wandong Cattle (Bos taurus) |
description |
Wandong cattle are an autochthonous Chinese breed used extensively for beef production. The breed tolerates extreme weather conditions and raw feed and is resistant to tick-borne diseases. However, the genetic basis of testis development and sperm production as well as breeding management is not well established in local cattle. Therefore, improving the reproductive efficiency of bulls via genetic selection is crucial as a single bull can breed thousands of cows through artificial insemination (AI). Testis development and spermatogenesis are regulated by hundreds of genes and transcriptomes. However, circular RNAs (circRNAs) are the key players in many biological developmental processes that have not been methodically described and compared between immature and mature stages in Bovine testes. In this study, we performed total RNA-seq and comprehensively analyzed the circRNA expression profiling of the testis samples of six bulls at 3 years and 3 months of developmental age. In total, 17,013 circRNAs were identified, of which 681 circRNAs (p-adjust < 0.05) were differentially expressed (DE). Among these DE circRNAs, 579 were upregulated and 103 were downregulated in calf and bull testes. The Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses revealed that the identified target genes were classified into three broad functional categories, including biological process, cellular component, and molecular function, and were enriched in the lysine degradation, cell cycle, and cell adhesion molecule pathways. The binding interactions between DE circRNAs and microRNAs (miRNAs) were subsequently constructed using bioinformatics approaches. The source genes ATM, CCNA1, GSK3B, KMT2C, KMT2E, NSD2, SUCLG2, QKI, HOMER1, and SNAP91 were found to be actively associated with bull sexual maturity and spermatogenesis. In addition, a real-time quantitative polymerase chain reaction (RT-qPCR) analysis showed a strong correlation with the sequencing data. Moreover, the developed model of Bovine testes in the current study provides a suitable framework for understanding the mechanism of circRNAs in the development of testes and spermatogenesis. |
format |
article |
author |
Ibrar Muhammad Khan Hongyu Liu Jingyi Zhuang Nazir Muhammad Khan Dandan Zhang Jingmeng Chen Tengteng Xu Lourdes Felicidad Córdova Avalos Xinqi Zhou Yunhai Zhang |
author_facet |
Ibrar Muhammad Khan Hongyu Liu Jingyi Zhuang Nazir Muhammad Khan Dandan Zhang Jingmeng Chen Tengteng Xu Lourdes Felicidad Córdova Avalos Xinqi Zhou Yunhai Zhang |
author_sort |
Ibrar Muhammad Khan |
title |
Circular RNA Expression and Regulation Profiling in Testicular Tissues of Immature and Mature Wandong Cattle (Bos taurus) |
title_short |
Circular RNA Expression and Regulation Profiling in Testicular Tissues of Immature and Mature Wandong Cattle (Bos taurus) |
title_full |
Circular RNA Expression and Regulation Profiling in Testicular Tissues of Immature and Mature Wandong Cattle (Bos taurus) |
title_fullStr |
Circular RNA Expression and Regulation Profiling in Testicular Tissues of Immature and Mature Wandong Cattle (Bos taurus) |
title_full_unstemmed |
Circular RNA Expression and Regulation Profiling in Testicular Tissues of Immature and Mature Wandong Cattle (Bos taurus) |
title_sort |
circular rna expression and regulation profiling in testicular tissues of immature and mature wandong cattle (bos taurus) |
publisher |
Frontiers Media S.A. |
publishDate |
2021 |
url |
https://doaj.org/article/70fa4bd4e588498abd415bc0b4516d94 |
work_keys_str_mv |
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