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通过芯片、单细胞 RNA 测序、加权基因共表达网络分析和 mRNA-miRNA-lncRNA 相互作用分析,对非梗阻性无精子症精子进行全转录组分析,以鉴定非编码 RNA 调节剂和枢纽基因。

Whole transcriptome analysis to identify non-coding RNA regulators and hub genes in sperm of non-obstructive azoospermia by microarray, single-cell RNA sequencing, weighted gene co-expression network analysis, and mRNA-miRNA-lncRNA interaction analysis.

机构信息

Department of Cell and Molecular Biology, School of Biology, College of Science, University of Tehran, Tehran, Iran.

Faculty of Biotechnology, Amol University of Special Modern Technologies, Amol, Iran.

出版信息

BMC Genomics. 2024 Jun 11;25(1):583. doi: 10.1186/s12864-024-10506-9.

Abstract

BACKGROUND

The issue of male fertility is becoming increasingly common due to genetic differences inherited over generations. Gene expression and evaluation of non-coding RNA (ncRNA), crucial for sperm development, are significant factors. This gene expression can affect sperm motility and, consequently, fertility. Understanding the intricate protein interactions that play essential roles in sperm differentiation and development is vital. This knowledge could lead to more effective treatments and interventions for male infertility.

MATERIALS AND METHODS

Our research aim to identify new and key genes and ncRNA involved in non-obstructive azoospermia (NOA), improving genetic diagnosis and offering more accurate estimates for successful sperm extraction based on an individual's genotype.

RESULTS

We analyzed the transcript of three NOA patients who tested negative for genetic sperm issues, employing comprehensive genome-wide analysis of approximately 50,000 transcript sequences using microarray technology. This compared gene expression profiles between NOA sperm and normal sperm. We found significant gene expression differences: 150 genes were up-regulated, and 78 genes were down-regulated, along with 24 ncRNAs up-regulated and 13 ncRNAs down-regulated compared to normal conditions. By cross-referencing our results with a single-cell genomics database, we identified overexpressed biological process terms in differentially expressed genes, such as "protein localization to endosomes" and "xenobiotic transport." Overrepresented molecular function terms in up-regulated genes included "voltage-gated calcium channel activity," "growth hormone-releasing hormone receptor activity," and "sialic acid transmembrane transporter activity." Analysis revealed nine hub genes associated with NOA sperm: RPL34, CYB5B, GOL6A6, LSM1, ARL4A, DHX57, STARD9, HSP90B1, and VPS36.

CONCLUSIONS

These genes and their interacting proteins may play a role in the pathophysiology of germ cell abnormalities and infertility.

摘要

背景

由于遗传差异在代际中传递,男性生育能力的问题变得越来越普遍。基因表达和非编码 RNA(ncRNA)的评估对于精子发育至关重要,是重要的因素。这种基因表达会影响精子的活力,从而影响生育能力。了解在精子分化和发育中起重要作用的复杂蛋白质相互作用至关重要。这方面的知识可能会为男性不育症的治疗和干预提供更有效的方法。

材料和方法

我们的研究旨在鉴定新的关键基因和参与非阻塞性无精子症(NOA)的 ncRNA,改善遗传诊断,并根据个体的基因型更准确地估计成功精子提取的可能性。

结果

我们分析了三名经基因检测排除精子问题的 NOA 患者的转录本,采用微阵列技术对大约 50000 个转录序列进行全面的全基因组分析。这比较了 NOA 精子和正常精子的基因表达谱。我们发现了显著的基因表达差异:与正常条件相比,有 150 个基因上调,78 个基因下调,同时有 24 个 ncRNA 上调,13 个 ncRNA 下调。通过将我们的结果与单细胞基因组学数据库交叉参考,我们在差异表达基因中鉴定出过度表达的生物学过程术语,如“蛋白质定位到内体”和“异生物质转运”。上调基因中过度表达的分子功能术语包括“电压门控钙通道活性”、“生长激素释放激素受体活性”和“唾液酸跨膜转运蛋白活性”。分析显示,与 NOA 精子相关的九个枢纽基因是:RPL34、CYB5B、GOL6A6、LSM1、ARL4A、DHX57、STARD9、HSP90B1 和 VPS36。

结论

这些基因及其相互作用的蛋白质可能在生殖细胞异常和不育的病理生理学中发挥作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/782e/11165898/d7a41c33d70e/12864_2024_10506_Fig1_HTML.jpg

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