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基于综合生物信息学分析的体外培养及不同传代过程中人类卵丘细胞潜在关键mRNA表达谱的转录组分析与发现

Transcriptomic Analysis and Finding of Potential Key mRNA Expression Profile in Human Cumulus Cells During in Vitro Culture and Different Passages Based on Integrated Bioinformatics Analysis.

作者信息

Wang Min, Qu Guanglei

机构信息

Obstetrics and Gynecology Department of People's Hospital of Yuechi County, Sichuan Province, 638300, China.

Respiratory and Critical Care Medicine Department of People's Hospital of Yuechi County, Sichuan Province, 638300, China.

出版信息

Reprod Sci. 2024 Dec;31(12):3757-3767. doi: 10.1007/s43032-024-01681-x. Epub 2024 Sep 13.

Abstract

This study leveraged microarray datasets to investigate differentially expressed genes (DEGs) in cumulus cells and their relevance in predicting the successful implantation of embryos in human in-vitro fertilization procedures. The microarray data were obtained from the GEO database, encompassing samples of cumulus cells during in vitro culture and different passages. To ensure data consistency, inter-batch normalization was performed, and Principal Component Analysis (PCA) was applied to assess the impact of normalization on sample group clustering. The integrated dataset included samples from cumulus cells during in vitro culture, comprising 17,662 genes. Utilizing the "limma" software package, 1906 DEGs were identified, with 437 genes downregulated and 589 genes upregulated in the cumulus cells of infertility cases, while 748 genes were upregulated, and 1317 genes were downregulated in cumulus cells of successful implantation cases. Functional enrichment analysis utilized Gene Ontology, Metascape, and Kyoto Encyclopedia of Genes and Genomes pathway enrichment tools. Biological processes and molecular functions were enriched, including protein targeting, mRNA processing, and molecular binding among the identified DEGs. Furthermore, target prediction and functional enrichment analysis of microRNAs (miRNAs) revealed 25 key genes and 13 relevant miRNAs were identified. Notably, hsa-miR-149, hsa-miR23b, hsa-miR-877, hsa-miR593, hsa-miR-18a, hsa-miR25, hsa-miR185, mmu-miR-207, hsa-miR425, hsa-miR214, hsa-miR-129, hsa-miR-629, and hsa-miR-194 emerged as the most prominent miRNAs with potential regulatory roles in successful embryo implantation. This comprehensive analysis provides valuable insights into the molecular mechanisms underlying embryo implantation, offering potential targets for further research and therapeutic interventions in assisted reproductive technologies.

摘要

本研究利用微阵列数据集来研究卵丘细胞中差异表达基因(DEGs)及其在预测人类体外受精程序中胚胎成功着床方面的相关性。微阵列数据取自基因表达综合数据库(GEO数据库),涵盖体外培养及不同传代过程中的卵丘细胞样本。为确保数据一致性,进行了批次间标准化,并应用主成分分析(PCA)来评估标准化对样本组聚类的影响。整合后的数据集包括体外培养期间卵丘细胞的样本,包含17,662个基因。利用“limma”软件包,鉴定出1906个差异表达基因,在不育病例的卵丘细胞中,有437个基因下调,589个基因上调;而在成功着床病例的卵丘细胞中,748个基因上调,1317个基因下调。功能富集分析使用了基因本体论(Gene Ontology)、Metascape以及京都基因与基因组百科全书(KEGG)通路富集工具。所鉴定的差异表达基因中富集了生物过程和分子功能,包括蛋白质靶向、mRNA加工和分子结合。此外,对微小RNA(miRNA)的靶标预测和功能富集分析揭示了25个关键基因,并鉴定出13个相关的miRNA。值得注意的是,hsa-miR-149、hsa-miR23b、hsa-miR-877、hsa-miR593、hsa-miR-18a、hsa-miR25、hsa-miR185、mmu-miR-207、hsa-miR425、hsa-miR214、hsa-miR-129、hsa-miR-629和hsa-miR-194成为在胚胎成功着床中具有潜在调控作用的最显著miRNA。这项综合分析为胚胎着床的分子机制提供了有价值的见解,为辅助生殖技术的进一步研究和治疗干预提供了潜在靶点。

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