Identification of key genes associated with spermatogenesis arrest in fox hybrids using weighted gene co-expression network analysis

被引:4
作者
Yang, Tong'ao [1 ]
Liu, Huamiao [1 ]
Yang, Yahan [1 ]
Hu, Pengfei [1 ]
Song, Xingchao [1 ]
Peng, Yinghua [1 ]
Yang, Fuhe [1 ]
机构
[1] Chinese Acad Agr Sci, State Key Lab Mol Biol Special Econ Anim, Key Lab Special Econ Anim Genet & Breeding, Inst Special Econ Anim & Plant Sci, Changchun 130112, Peoples R China
关键词
Fox; Male hybrid sterility; Spermatogenesis; RNA-Seq; WGCNA; Hub genes; MICE; MICROTUBULE; COMPLEX; SPERM; RAT;
D O I
10.1016/j.theriogenology.2020.02.029
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
The silver fox and the blue fox represent different genera, but produce viable offspring. Although these hybrids show obvious heterosis, they are completely sterile due to spermatogenic arrest at the early stages of spermatogenesis, especially mitosis and meiosis I; the hybrids produce few spermatogonia and primary spermatocytes, and no secondary spermatocytes. Although the mechanisms of spermatogenic arrest have been well investigated, transcriptomic differences between hybrid and the pure-species testes have not clarified. In the present study, we used RNA sequencing (RNA-Seq) to generate testicular transcriptomic profiles for silver foxes, blue foxes, and reciprocal hybrids during the pre-breeding period and the breeding season. In total, 1,344,022 transcripts (>= 200 bp) were generated; 1,057,724 genes were obtained; and 33,423 genes were shown to have fragments per kilobase of transcript per million mapped reads (FPKM) > 0.3. To identify the hub genes associated with spermatogenesis arrest, weighted gene co-expression network analysis (WGCNA) was used. Nine modules were explored. Genes in only a single module were consistently downregulated in the hybrids as compared to the pure species; these genes were significantly associated with fox hybrid male infertility. Six of the genes in this module (CATSPERD, DMRTC2, RNF17, NME5, SPEF2, SPINK2) also play key roles in mitosis and meiosis during spermatogenesis. Therefore, these six genes might be associated with fox hybrid male infertility. (C) 2020 Elsevier Inc. All rights reserved.
引用
收藏
页码:92 / 101
页数:10
相关论文
共 38 条
[1]   Differential expression analysis for sequence count data [J].
Anders, Simon ;
Huber, Wolfgang .
GENOME BIOLOGY, 2010, 11 (10)
[2]   Comparative analysis of testis transcriptomes associated with male infertility in cattleyak [J].
Cai, Xin ;
Yu, Shumin ;
Mipam, TserangDonko ;
Yang, Fang ;
Zhao, Wangsheng ;
Liu, Wenjing ;
Cao, SuiZhong ;
Shen, Liuhong ;
Zhao, Fangfang ;
Sun, Lei ;
Xu, Chuanfei ;
Wu, Shixin .
THERIOGENOLOGY, 2017, 88 :28-42
[3]   Nm23-M5 mediates round and elongated spermatid survival by regulating GPX-5 levels [J].
Choi, Yun-Jung ;
Cho, Seong-Keon ;
Hwang, Kyu-Chan ;
Park, Chankyu ;
Kim, Jae-Hwan ;
Park, Soo-Bong ;
Hwang, Seongsoo ;
Kim, Jin-Hoi .
FEBS LETTERS, 2009, 583 (08) :1292-1298
[4]   A novel gene required for male fertility and functional CATSPER channel formation in spermatozoa [J].
Chung, Jean-Ju ;
Navarro, Betsy ;
Krapivinsky, Grigory ;
Krapivinsky, Luba ;
Clapham, David E. .
NATURE COMMUNICATIONS, 2011, 2
[5]   DMRTC2, PAX7, BRACHYURY/T and TERT Are Implicated in Male Germ Cell Development Following Curative Hormone Treatment for Cryptorchidism-Induced Infertility [J].
Gegenschatz-Schmid, Katharina ;
Verkauskas, Gilvydas ;
Demougin, Philippe ;
Bilius, Vytautas ;
Dasevicius, Darius ;
Stadler, Michael B. ;
Hadziselimovic, Faruk .
GENES, 2017, 8 (10)
[6]   Full-length transcriptome assembly from RNA-Seq data without a reference genome [J].
Grabherr, Manfred G. ;
Haas, Brian J. ;
Yassour, Moran ;
Levin, Joshua Z. ;
Thompson, Dawn A. ;
Amit, Ido ;
Adiconis, Xian ;
Fan, Lin ;
Raychowdhury, Raktima ;
Zeng, Qiandong ;
Chen, Zehua ;
Mauceli, Evan ;
Hacohen, Nir ;
Gnirke, Andreas ;
Rhind, Nicholas ;
di Palma, Federica ;
Birren, Bruce W. ;
Nusbaum, Chad ;
Lindblad-Toh, Kerstin ;
Friedman, Nir ;
Regev, Aviv .
NATURE BIOTECHNOLOGY, 2011, 29 (07) :644-U130
[7]   Alternative splicing, promoter methylation, and functional SNPs of sperm flagella 2 gene in testis and mature spermatozoa of Holstein bulls [J].
Guo, F. ;
Yang, B. ;
Ju, Z. H. ;
Wang, X. G. ;
Qi, C. ;
Zhang, Y. ;
Wang, C. F. ;
Liu, H. D. ;
Feng, M. Y. ;
Chen, Y. ;
Xu, Y. X. ;
Zhong, J. F. ;
Huang, J. M. .
REPRODUCTION, 2014, 147 (02) :241-252
[8]   Geometric Interpretation of Gene Coexpression Network Analysis [J].
Horvath, Steve ;
Dong, Jun .
PLOS COMPUTATIONAL BIOLOGY, 2008, 4 (08)
[9]   Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources [J].
Huang, Da Wei ;
Sherman, Brad T. ;
Lempicki, Richard A. .
NATURE PROTOCOLS, 2009, 4 (01) :44-57
[10]   MTML-msBayes: Approximate Bayesian comparative phylogeographic inference from multiple taxa and multiple loci with rate heterogeneity [J].
Huang, Wen ;
Takebayashi, Naoki ;
Qi, Yan ;
Hickerson, Michael J. .
BMC BIOINFORMATICS, 2011, 12