The Finnish Microarray and Sequencing Centre, Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Tykistökatu 6, Turku, Finland.
PLoS One. 2013 Apr 17;8(4):e61558. doi: 10.1371/journal.pone.0061558. Print 2013.
Correct gene expression patterns form the basis for male germ cell differentiation and male fertility. Although previous studies have elucidated the importance of testis specific gene expression, the exact transcripts and comprehensive gene expression patterns remain unknown. Large scale sequencing techniques have enabled cost effective analysis of gene expression and isoform studies. Using the SOLiD 4 next-generation sequencing platform we have investigated the gene expression patterns at five different time points during the first wave on murine spermatogenesis. Our results highlight the upregulation of spermatogenesis related biological processes and associated cellular components. Elucidation of differential gene expression at important time points during the sperm development emphasizes the importance of correct timing of gene expression within biological processes. Differential gene level expression was analyzed with R/Bioconductor's Limma package and isoform analysis was conducted with the Cufflinks pipeline. At gene level total of 2494 differentially expressed genes were identified and Cufflinks characterized over 160,000 gene isoforms, of which 29% were novel transcripts assigned to known genes. Isoforms were detected for 57% of expressed genes and in a total over 26,000 genes were expressed in the testis. Differential promoter and transcription start site usage appears also to play a role in regulation of gene expression during spermatogenesis. Furthermore, we identified 947 upregulated long non-coding RNAs during the first wave of spermatogenesis. These RNAs appeared to be highly specific to different time points. Transcriptomic analysis of testis tissue samples is highly informative due to the large number of expressed genes and identified isoforms. Our study provides a very valuable basis for investigation of gene isoforms and regulation and factors contributing to male fertility.
正确的基因表达模式是雄性生殖细胞分化和雄性生育能力的基础。尽管先前的研究已经阐明了睾丸特异性基因表达的重要性,但确切的转录本和全面的基因表达模式仍然未知。大规模测序技术使基因表达和异构体研究的成本效益分析成为可能。使用 SOLiD 4 下一代测序平台,我们在小鼠精子发生的第一个波中五个不同时间点研究了基因表达模式。我们的研究结果突出了与精子发生相关的生物学过程和相关细胞成分的上调。在精子发生过程中的重要时间点阐明差异基因表达,强调了正确的基因表达时机在生物学过程中的重要性。差异基因水平表达分析使用 R/Bioconductor 的 Limma 包进行,异构体分析使用 Cufflinks 管道进行。在基因水平上,共鉴定出 2494 个差异表达基因,Cufflinks 鉴定出超过 160000 个基因异构体,其中 29%是分配给已知基因的新转录本。在睾丸中检测到 57%的表达基因和总共超过 26000 个基因的异构体。差异启动子和转录起始位点的使用似乎也在精子发生过程中基因表达的调控中发挥作用。此外,我们在精子发生的第一个波中鉴定出 947 个上调的长非编码 RNA。这些 RNA 似乎对不同的时间点高度特异。由于表达基因和鉴定的异构体数量众多,睾丸组织样本的转录组分析非常有信息量。我们的研究为研究基因异构体和调控以及影响雄性生育能力的因素提供了非常有价值的基础。