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2型糖尿病、血糖性状与静脉血栓栓塞、深静脉血栓形成、肺栓塞之间的遗传因果关系:一项两样本孟德尔随机化研究。

The genetic causal relationship between type 2 diabetes, glycemic traits and venous thromboembolism, deep vein thrombosis, pulmonary embolism: a two-sample Mendelian randomization study.

作者信息

Yang Mingyi, Wan Xianjie, Su Yani, Xu Ke, Wen Pengfei, Zhang Binfei, Liu Lin, Yang Zhi, Xu Peng

机构信息

Department of Joint Surgery, HongHui Hospital, Xi'an Jiaotong University, Xi'an, Shaanxi, 710054, China.

出版信息

Thromb J. 2024 Mar 29;22(1):33. doi: 10.1186/s12959-024-00600-z.

Abstract

OBJECTIVE

To investigate the genetic underpinnings of the association between type 2 diabetes (T2D), glycemic indicators such as fasting glucose (FG), fasting insulin (FI), and glycated hemoglobin (GH), and venous thromboembolism (VTE), encompassing deep vein thrombosis (DVT) and pulmonary embolism (PE), thereby contributing novel insights to the scholarly discourse within this domain.

METHODS

Genome-wide association study (GWAS) summary data pertaining to exposures (T2D, FG, FI, GH) and outcomes (VTE, DVT, PE) were acquired from the IEU Open GWAS database, encompassing participants of European descent, including both male and female individuals. Two-sample Mendelian randomization (MR) analyses were conducted utilizing the TwoSampleMR and MRPRESSO packages within the R programming environment. The primary analytical approach employed was the random-effects inverse variance weighted (IVW) method. Heterogeneity was assessed via Cochran's Q statistic for MR-IVW and Rucker's Q statistic for MR-Egger. Horizontal pleiotropy was evaluated using the intercept test of MR Egger and MR pleiotropy residual sum and outlier (MR-PRESSO) analysis, with the latter also employed for outlier detection. Additionally, a "Leave one out" analysis was conducted to ascertain the influence of individual single nucleotide polymorphisms (SNPs) on MR results.

RESULTS

The random-effects IVW analysis revealed a negative genetic causal association between T2D) and VTE (P = 0.008, Odds Ratio [OR] 95% confidence interval [CI] = 0.896 [0.827-0.972]), as well as between FG and VTE (P = 0.002, OR 95% CI = 0.655 [0.503-0.853]), GH and VTE (P = 0.010, OR 95% CI = 0.604 [0.412-0.884]), and GH and DVT (P = 0.002, OR 95% CI = 0.413 [0.235-0.725]). Conversely, the random-effects IVW analysis did not detect a genetic causal relationship between FI and VTE (P > 0.05), nor between T2D, FG, or FI and DVT (P > 0.05), or between T2D, FG, FI, or GH and PE (P > 0.05). Both the Cochran's Q statistic for MR-IVW and Rucker's Q statistic for MR-Egger indicated no significant heterogeneity (P > 0.05). Moreover, the intercept tests of MR Egger and MR-PRESSO suggested the absence of horizontal pleiotropy (P > 0.05). MR-PRESSO analysis identified no outliers, while the "Leave one out" analysis underscored that the MR analysis was not influenced by any single SNP.

CONCLUSION

Our investigation revealed that T2D, FG, and GH exhibit negative genetic causal relationships with VTE at the genetic level, while GH demonstrates a negative genetic causal relationship with DVT at the genetic level. These findings furnish genetic-level evidence warranting further examination of VTE, DVT, and PE, thereby making a contribution to the advancement of related research domains.

摘要

目的

研究2型糖尿病(T2D)、空腹血糖(FG)、空腹胰岛素(FI)和糖化血红蛋白(GH)等血糖指标与静脉血栓栓塞症(VTE,包括深静脉血栓形成(DVT)和肺栓塞(PE))之间关联的遗传基础,从而为本领域的学术讨论提供新见解。

方法

从IEU Open GWAS数据库获取有关暴露因素(T2D、FG、FI、GH)和结局(VTE、DVT、PE)的全基因组关联研究(GWAS)汇总数据,涵盖欧洲血统的参与者,包括男性和女性个体。在R编程环境中使用TwoSampleMR和MRPRESSO软件包进行两样本孟德尔随机化(MR)分析。采用的主要分析方法是随机效应逆方差加权(IVW)法。通过MR-IVW的Cochran's Q统计量和MR-Egger的Rucker's Q统计量评估异质性。使用MR Egger的截距检验和MR多效性残差和异常值(MR-PRESSO)分析评估水平多效性,后者也用于异常值检测。此外,进行了“留一法”分析,以确定单个单核苷酸多态性(SNP)对MR结果的影响。

结果

随机效应IVW分析显示,T2D与VTE之间存在负向遗传因果关联(P = 0.008,比值比[OR] 95%置信区间[CI] = 0.896 [0.827 - 0.972]),FG与VTE之间(P = 0.002,OR 95% CI = 0.655 [0.503 - 0.853]),GH与VTE之间(P = 0.010,OR 95% CI = 0.604 [0.412 - 0.884]),以及GH与DVT之间(P = 0.002,OR 95% CI = 0.413 [0.235 - 0.725])。相反,随机效应IVW分析未检测到FI与VTE之间(P > 0.05)、T2D、FG或FI与DVT之间(P > 0.05)、T2D、FG、FI或GH与PE之间(P > 0.05)存在遗传因果关系。MR-IVW的Cochran's Q统计量和MR-Egger的Rucker's Q统计量均表明无显著异质性(P > 0.05)。此外,MR Egger和MR-PRESSO的截距检验表明不存在水平多效性(P > 0.05)。MR-PRESSO分析未识别出异常值,而“留一法”分析强调MR分析不受任何单个SNP的影响。

结论

我们的研究表明,T2D、FG和GH在遗传水平上与VTE呈负向遗传因果关系,而GH在遗传水平上与DVT呈负向遗传因果关系。这些发现提供了遗传水平的证据,有必要对VTE、DVT和PE进行进一步研究,从而为相关研究领域的发展做出贡献。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7683/10979561/f1e259ea5c53/12959_2024_600_Fig1_HTML.jpg

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