Epididymal segment-specific miRNA and mRNA regulatory network at the single cell level.

IF 3.4 3区 生物学 Q3 CELL BIOLOGY
Cell Cycle Pub Date : 2023-10-01 Epub Date: 2023-12-05 DOI:10.1080/15384101.2023.2280170
Tong Chen, Liangyu Yao, Wen Liu, Jiaochen Luan, Yichun Wang, Chao Yang, Xiang Zhou, Chengjian Ji, Xuejiang Guo, Zengjun Wang, Ninghong Song
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引用次数: 0

Abstract

Spermatozoa released from the testis cannot fertilize an egg before becoming mature and motile in the epididymis. Based on three bulk and one single-cell RNA-seq (scRNA-seq) data series, we compared mRNA or miRNA expression between epididymal segment-specific samples and the other samples. Hereby, we identified 570 differentially expressed mRNAs (DE-mRNAs) and 23 differentially expressed miRNAs (DE-miRNAs) in the caput, 175 DE-mRNAs and 15 DE-miRNAs in the corpus, 946 DE-mRNAs and 12 DE-miRNAs in the cauda. In accordance with respective DE-miRNAs, we predicted upstream transcription factors (TFs) and downstream target genes. Subsequently, we intersected target genes of respective DE-miRNAs with corresponding DE-mRNAs, thereby obtaining 127 upregulated genes in the caput and 92 upregulated genes in cauda. Enriched upregulated pathways included cell motility-related pathways for the caput, smooth muscle-related pathways for the corpus, and immune-associated pathways for the cauda. Protein-protein interaction (PPI) network was constructed to extract key module for the caput and cauda, followed by identifying hub genes through cytohubba. Epididymis tissues from six mice were applied to validate hub genes expression using qRT-PCR, and 7 of the 10 genes displayed identical expression trends in mice caput/cauda. These hub genes were found to be predominantly distributed in spermatozoa using scRNA-seq data. In addition, target genes of DE-miRNAs were intersected with genes in the PPI network for each segment. Subsequently, the miRNA and mRNA regulatory networks for the caput and cauda were constructed. Conclusively, we uncover segment-specific miRNA-mRNA regulatory network, upstream TFs, and downstream pathways of the human epididymis, warranting further investigation into epididymal segment-specific functions.

附睾片段特异性miRNA和单细胞水平的mRNA调控网络。
从睾丸中释放出来的精子在成熟并在附睾中活动之前不能使卵子受精。基于三个整体和一个单细胞RNA-seq (scRNA-seq)数据系列,我们比较了附睾片段特异性样本和其他样本之间的mRNA或miRNA表达。因此,我们在头部鉴定了570个差异表达mrna (DE-mRNAs)和23个差异表达miRNAs (DE-miRNAs),在语料库鉴定了175个差异表达mrna和15个差异表达miRNAs,在尾核鉴定了946个差异表达mrna和12个差异表达miRNAs。根据各自的de - mirna,我们预测了上游转录因子(TFs)和下游靶基因。随后,我们将各自de - mirna的靶基因与相应的de - mrna交叉,得到了头部127个上调基因和尾部92个上调基因。富集的上调通路包括脑头的细胞运动相关通路、脑体的平滑肌相关通路和脑尾的免疫相关通路。构建蛋白-蛋白相互作用(PPI)网络,提取头尾关键模块,通过细胞壁鉴定枢纽基因。利用6只小鼠附睾组织的qRT-PCR验证枢纽基因的表达,10个基因中有7个在小鼠头尾中表达趋势相同。使用scRNA-seq数据发现这些中心基因主要分布在精子中。此外,de - mirna的靶基因与每个片段的PPI网络中的基因相交。随后,构建了头尾的miRNA和mRNA调控网络。最后,我们揭示了人类附睾片段特异性miRNA-mRNA调控网络、上游tf和下游通路,为进一步研究附睾片段特异性功能提供了依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Cell Cycle
Cell Cycle 生物-细胞生物学
CiteScore
7.70
自引率
2.30%
发文量
281
审稿时长
1 months
期刊介绍: Cell Cycle is a bi-weekly peer-reviewed journal of high priority research from all areas of cell biology. Cell Cycle covers all topics from yeast to man, from DNA to function, from development to aging, from stem cells to cell senescence, from metabolism to cell death, from cancer to neurobiology, from molecular biology to therapeutics. Our goal is fast publication of outstanding research.
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