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孟德尔随机化分析和验证支持 MEGF9 和 MLLT11 作为精索静脉曲张和男性不育治疗的潜在靶点。

Mendelian randomization analysis and validation supports MEGF9 and MLLT11 as potential targets for the treatment of varicocele and male infertility.

机构信息

Andrology Department of Integrative Medicine, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, Jiangsu, China.

Reproductive Medicine Center, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, Jiangsu, China.

出版信息

Front Endocrinol (Lausanne). 2024 Sep 26;15:1416384. doi: 10.3389/fendo.2024.1416384. eCollection 2024.

Abstract

OBJECTIVE

A growing body of research suggests a link between varicocele and male infertility (MI). However, current evidence is mainly based on retrospective studies, which are prone to interference from confounding factors and cannot establish causal relationships. Mendelian randomization (MR) studies on the causal relationship between varicocele and MI are very limited. Therefore, this study conducted a two-sample MR study to elucidate the causal effect between the two.

METHODS

Download the data set GSE216907 from the GEO database, and use R software to screen differential genes in normal and varicocele tissue samples. The drug targets of Bu Shen Huo Xue Prescription (BSHXP) were derived from the Herb database. All genetic datasets were obtained using publicly available summary statistics based on individuals of European ancestry from the IEU GWAS database. MR analysis was performed using MR Egger, weighted median (WM) and inverse variance weighted (IVW) methods to assess the causal relationship between exposure and outcome and to validate the findings by comprehensively evaluating the effects of pleiotropic effects and outliers. The renal vein constriction method was used to establish a pathological model of varicocele infertility. The drug was administered continuously for 60 days and the relevant indicators of the rats were observed.

RESULTS

Obtain two therapeutic targets for varicocele through intersection analysis: MEGF9 and MLLT11, and were verified by molecular docking. MR analysis showed that MEGF9 was positively associated with MI (MR Egger, OR: 1.639, 95% CI: 1.124-2.391, = 0.024; WM, OR: 1.235, 95% CI: 1.003-1.521, = 0.047). MEGF9 is also positively associated with MI (IVW, OR: 1.35, 95% CI: 1.069-1.705, = 0.012). Sensitivity analysis showed no heterogeneity and horizontal pleiotropy. The expression of MEGF9 and MLLT11 increased in the varicocele model group, while the expression decreased after treatment with low, medium, and high doses of BSHXP. In addition, the sperm number, motility, morphology, and fertility of rats in the model group were significantly lower than those in the control group (<0.05). After BSHXP treatment, all indicators were significantly better than those of the model group (<0.05).

CONCLUSION

In conclusion, this study indirectly supports that varicocele causes MI. BSHXP inhibiting MEGF9 and MLLT11 may become a potential therapeutic target for alleviating varicocele and MI.

摘要

目的

越来越多的研究表明精索静脉曲张与男性不育(MI)之间存在关联。然而,目前的证据主要基于回顾性研究,这些研究容易受到混杂因素的干扰,并且无法建立因果关系。精索静脉曲张与 MI 之间因果关系的孟德尔随机化(MR)研究非常有限。因此,本研究进行了一项两样本 MR 研究,以阐明两者之间的因果关系。

方法

从 GEO 数据库中下载数据集 GSE216907,并使用 R 软件筛选正常和精索静脉曲张组织样本中的差异基因。补肾活血方(BSHXP)的药物靶点来源于 Herb 数据库。所有遗传数据集均基于欧洲血统个体的个体来自 IEU GWAS 数据库的汇总统计信息。使用 MR Egger、加权中位数(WM)和逆方差加权(IVW)方法进行 MR 分析,以评估暴露与结局之间的因果关系,并通过综合评估偏倚效应和离群值来验证研究结果。使用肾静脉缩窄法建立精索静脉曲张不育的病理模型。连续给药 60 天,观察大鼠的相关指标。

结果

通过交集分析获得两种精索静脉曲张治疗靶点:MEGF9 和 MLLT11,并通过分子对接进行了验证。MR 分析表明,MEGF9 与 MI 呈正相关(MR Egger,OR:1.639,95%CI:1.124-2.391, = 0.024;WM,OR:1.235,95%CI:1.003-1.521, = 0.047)。MEGF9 也与 MI 呈正相关(IVW,OR:1.35,95%CI:1.069-1.705, = 0.012)。敏感性分析未发现异质性和水平偏倚。MEGF9 和 MLLT11 的表达在精索静脉曲张模型组中增加,而在用低、中、高剂量 BSHXP 治疗后表达降低。此外,模型组大鼠的精子数量、活力、形态和生育力明显低于对照组(<0.05)。BSHXP 治疗后,所有指标均明显优于模型组(<0.05)。

结论

总之,本研究间接支持精索静脉曲张导致 MI。抑制 MEGF9 和 MLLT11 的 BSHXP 可能成为缓解精索静脉曲张和 MI 的潜在治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/edd7/11464449/7f239fcfa99c/fendo-15-1416384-g001.jpg

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