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. 2024 Nov 28;49(11):1821-1827.
doi: 10.11817/j.issn.1672-7347.2024.240375.

Type 1 diabetes mellitus increases the risk of sudden sensorineural hearing loss: A two-sample Mendelian randomization study

[Article in English, Chinese]
Affiliations

Type 1 diabetes mellitus increases the risk of sudden sensorineural hearing loss: A two-sample Mendelian randomization study

[Article in English, Chinese]
Yan Ding et al. Zhong Nan Da Xue Xue Bao Yi Xue Ban. .

Abstract

Objectives: Diabetes mellitus is closely associated with sudden sensorineural hearing loss (SSNHL), but no definitive evidence has established a causal relationship between type 1 diabetes mellitus (T1DM) and SSNHL. This study aims to investigate the impact of T1DM on SSNHL from a genetic perspective, providing insights for risk prediction and treatment strategies.

Methods: Genetic data related to exposure (T1DM) and outcome (SSNHL) were obtained from publicly available genome-wide association studies (GWAS). Instrumental variables were selected, and Mendelian randomization (MR) analysis was conducted to explore the causal association between T1DM and SSNHL. Inverse variance weighted (IVW) analysis was used as the primary method, with random-effects IVW serving as the main analytical approach. MR-Egger, weighted median, simple mode, and weighted mode analyses were utilized as supplementary methods. Cochran's Q test was applied to evaluate the heterogeneity of the selected instrumental variables, MR-PRESSO was applied to detect outliers, MR-Egger regression was used to assess horizontal pleiotropy and leave-one-out analysis was conducted to examine the robustness of individual single nucleotide polymorphisms (SNPs) on the overall results.

Results: A total of 127 SNPs were selected as instrumental variables for the MR analysis. IVW analysis demonstrated a genetically determined association between T1DM and SSNHL (OR=1.036, 95% CI 1.002 to 1.071, P=0.038). Forest plots and scatter plots indicated a causal relationship, suggesting that T1DM increases the risk of SSNHL. Cochran's Q test demonstrated no significant heterogeneity among SNPs (MR-Egger: Q=126.030, P=0.356; IVW: Q=126.450, P=0.373). The funnel plot appeared symmetrical, indicating that the selected instrumental variables were primarily related to exposure rather than potential confounding factors. The MR-Egger intercept was not significantly different from zero (P=0.527), indicating no evidence of horizontal pleiotropy among the SNPs. MR-PRESSO analysis did not identify any outlier SNPs (P=0.356). Leave-one-out analysis confirmed the robustness of the findings, as the results remained stable after removing individual SNPs.

Conclusions: Two-sample MR analysis supports the conclusion that T1DM patients have an increased risk of developing SSNHL.

目的: 糖尿病与突发性感觉神经性耳聋(sudden sensorineural hearing loss,SSNHL)密切相关,但目前还没有明确证据表明1型糖尿病(type 1 diabetes mellitus,T1DM)和SSNHL之间存在因果关系。本研究旨在从遗传学角度探讨T1DM对SSNHL发生的影响,以期为指导SSNHL的风险预测和治疗提供参考。方法: 从公开的全基因组关联分析(genome-wide association study,GWAS)数据中获得与暴露(T1DM)和结局(SSNHL)相关的遗传信息,筛选工具变量,并使用孟德尔随机化(Mendelian randomization,MR)分析探讨T1DM和SSNHL间的因果关联。采用逆方差加权(inverse variance weighted,IVW)作为主要分析方法,MR-Egger、加权中位数、简单模式和加权模式作为IVW的补充方法,并通过Cochran’s Q检验评估所选工具变量效应大小的异质性,MR-PRESSO排除异常值,MR-Egger回归评估水平多效性,留一法分析探讨删除选定的单个单核苷酸多态性(single nucleotide polymorphism,SNP)对总体结果的影响。结果: 共筛选得到127个SNPs作为MR分析的工具变量。IVW分析结果显示T1DM与SSNHL之间存在遗传决定的相关性(OR=1.036,95% CI 1.002~1.071,P=0.038)。森林图和散点图显示T1DM和SSNHL之间存在因果关系,T1DM可增加SSNHL的风险。Cochran’s Q检验结果显示SNPs之间的不存在明显异质性(MR-Egger中Q=126.030,P=0.356;IVW中Q=126.450,P=0.373)。漏斗图大致对称,表明选定的IVs主要与暴露相关,而不与其他潜在混淆因素相关。MR-Egger分析的截距项与0之间的差异无统计学意义(P=0.527),提示SNPs之间不存在水平多效性。MR-PRESSO分析未发现异常SNPs(P=0.356)。留一法分析结果显示去除单个SNP后结果保持稳定。结论: 两样本MR分析结果支持T1DM患者具有更高的SSNHL发生风险。.

Keywords: Mendelian randomization; causal relationship; risk; sudden sensorineural hearing loss; type 1 diabetes mellitus.

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Conflict of interest statement

作者声称无任何利益冲突。

Figures

图1
图1
MR分析流程图 Figure 1 Flow chart of MR analysis MR: Mendelian randomization; SSNHL: Sudden sensorineural hearing loss; IVs: Instrumental variables;IVW: Inverse variance weighted.
图2
图2
两样本的MR分析结果 Figure 2 Results of two-sample MR analysis A: Results are displayed using forest plot. B: Results are displayed using Scatter plot. Each point represents the SNPs effects on SSNHL. Colored lines represent inverse-variance-weighted (red), weighted median (green), and MR-Egger (blue) estimates of the association between a 1-SD increase in T1DM and risk of SSNHL. OR: Odds ratio; CI: Confidence interval; MR: Mendelian randomization; T1DM: Type 1 diabetes mellitus; SSNHL: Sudden sensorineural hearing loss; SNPs: Single nucleotide polymorphisms; SD: Standard deviation.
图3
图3
MR分析漏斗图 Figure 3 Funnel plot of MR analysis MR: Mendelian randomization; SE: Standard error; IVs: Instrumental variables.

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