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探索褪黑素针对睾丸生殖细胞肿瘤、前列腺腺癌和男性不育症常见生物标志物的治疗效果:一种综合生物学方法。

Exploring the therapeutic effect of melatonin targeting common biomarkers in testicular germ cell tumor, prostate adenocarcinoma, and male infertility: an integrated biology approach.

作者信息

Wanjari Uddesh Ramesh, Gopalakrishnan Abilash Valsala

机构信息

Department of Biomedical Sciences, School of Bio-Sciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu, 632014, India.

出版信息

Mamm Genome. 2025 Mar 8. doi: 10.1007/s00335-025-10119-x.

Abstract

Globally, male infertility (MI) is a major concern. Several other comorbidities related to MI are testicular germ cell tumor (TGCT) and prostate adenocarcinoma (PRAD). This study focuses on finding the common biomarkers among these diseases and their interaction with Melatonin (MLT). The differential expressed genes were retrieved using the GEPIA2 database for TGCT and PRAD, whereas the DISGENET database for MI-related genes. InteractiVenn was performed in response to identify the common genes. The STAG3, RNF212, DDX3Y, DPY19L2, TPCN1, KLK3, GNRH1, DMD, CCDC146, and DNAH1 are found to be involved in all these diseases. The gene ontologies and pathway enrichment analysis were done for these significant genes in response to identifying and accessing the involvement of these genes in other processes. MLT is a neuroendocrine hormone with high therapeutic properties. MLT showed the best binding energy with DDX3Y among all the proteins. Molecular dynamic simulation (MDS) of MLT with DDX3Y was performed and found to be -52.382 ± 13.110 kJ/mol binding energy. The RMSD, RMSF, SASA, RG, H-bond, FEL, PCA, and MM-PBSA analysis confirm the stability and compactness of the DDX3Y-MLT complex. The MDS results indicate that MLT is a promising therapeutic option for enhancing DDX3Y expression, which will support spermatogenesis. Additionally, the hub genes were identified based on MCC parameters from the merged interactive network of common genes in response to finding significant genes that can be a potential biomarker for the diagnosis of diseases.

摘要

在全球范围内,男性不育(MI)是一个主要问题。与MI相关的其他几种合并症是睾丸生殖细胞肿瘤(TGCT)和前列腺腺癌(PRAD)。本研究着重于寻找这些疾病之间的共同生物标志物以及它们与褪黑素(MLT)的相互作用。使用GEPIA2数据库检索TGCT和PRAD的差异表达基因,而使用DISGENET数据库检索与MI相关的基因。为了确定共同基因,进行了InteractiVenn分析。发现STAG3、RNF212、DDX3Y、DPY19L2、TPCN1、KLK3、GNRH1、DMD、CCDC146和DNAH1都与所有这些疾病有关。对这些重要基因进行了基因本体论和通路富集分析,以确定和了解这些基因在其他过程中的参与情况。MLT是一种具有高治疗特性的神经内分泌激素。在所有蛋白质中,MLT与DDX3Y的结合能最佳。对MLT与DDX3Y进行了分子动力学模拟(MDS),发现结合能为-52.382±13.110 kJ/mol。RMSD、RMSF、SASA、RG、氢键、自由能景观(FEL)、主成分分析(PCA)和MM-PBSA分析证实了DDX3Y-MLT复合物的稳定性和紧凑性。MDS结果表明,MLT是增强DDX3Y表达的一种有前景的治疗选择,这将支持精子发生。此外,根据合并的共同基因交互网络中的MCC参数确定了枢纽基因,以寻找可作为疾病诊断潜在生物标志物的重要基因。

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