首页|2型糖尿病与结直肠癌发生风险的两样本孟德尔随机化研究

2型糖尿病与结直肠癌发生风险的两样本孟德尔随机化研究

A two-sample Mendelian randomization study of type 2 diabetes mellitus and colorectal cancer risk

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目的 本研究旨在通过两样本孟德尔随机化(MR)方法探讨2型糖尿病与结直肠癌之间的潜在因果关系.方法 取自全基因组关联研究(GWAS)汇总数据集,其中暴露(2型糖尿病)数据490 089例,结局(结直肠癌)数据383 348例.通过剔除连锁不平衡和混杂因素,以及设定关联强度阈值,筛选出47个单核苷酸多态性(SNPs)作为研究的工具变量(IVs).采用逆方差加权(IVW)法辅以加权中位数法、MR-Egger法、简单模式法和加权模式法评估因果关系.利用留一法进行敏感性分析,并通过可视化手段进一步评估MR分析结果的可靠性和稳健性.同时,使用IVW法和MR-Egger法的Cochran Q检验评估异质性,以及MR-Egger截距法进行多效性检验.结果 IVW法表明两者间不存在显著的因果关联(OR=1.000,95%CI:0.999~1.001,P=0.790),加权中位数法(P=0.386)、MR-Egger法(P=0.137)、简单模式法(P=0.275)和加权模式法(P=0.479)的分析结果进一步验证了这一发现.留一法分析未发现显著影响整体结果的单个SNP,异质性检验(P>0.05)和多效性检验(P>0.05)的结果均佐证了 MR结论的可靠性和稳健性.结论 2型糖尿病与结直肠癌之间在遗传学层面不存在明显的因果关联.
Objective This study aims to explore the potential causal relationship between type 2 diabetes mellitus(T2DM)and colorectal cancer(CRC)using a two-sample Mendelian randomization(MR)method.Methods Summa-ry data were obtained from genome-wide association studies(GWAS)datasets,including 490 089 cases for the exposure(T2DM)and 383 348 cases for the outcome(CRC).To minimize linkage disequilibrium and confounding factors,and to ensure strong association,47 single nucleotide polymorphisms(SNPs)were selected as instrumental variables(IVs)for the study.The inverse variance weighted(IVW)method was used as the primary analysis,with supplementary analysis by the weighted median method,MR-Egger method,simple mode method,and weighted mode method to assess the caus-al relationship.Sensitivity analysis was conducted using the leave-one-out method,and visual tools were employed to fur-ther evaluate the reliability and robustness of the MR results.Heterogeneity was assessed using Cochran's Q test for both the IVW method and MR-Egger method,while pleiotropy was evaluated using the MR-Egger intercept method.Results The IVW method indicated no significant causal relationship between T2DM and CRC(OR=1.000,95%CI:0.999-1.001,P=0.790).These results were consistent across the weighted median method(P=0.386),MR-Egger method(P=0.137),simple mode method(P=0.275),and weighted mode method(P=0.479).The leave-one-out analysis did not identify any individual SNPs that significantly influenced the overall results.Both heterogeneity tests(P>0.05)and pleiotropy tests(P>0.05)supported the reliability and robustness of the MR conclusions.Conclusion There is no evident genetic causal relationship between T2DM and colorectal cancer.

Type 2 diabetes mellitusColorectal cancerCausal relationshipMendelian randomization

张俏、周学志、陈炳合、侯栋、吴新军、朱绍辉

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新乡医学院第一附属医院胃肠外科减重代谢与疝外科,河南新乡 453000

新乡医学院医学工程学院,河南新乡 453000

2型糖尿病 结直肠癌 因果关联 孟德尔随机化

河南省医学科技攻关计划项目河南省高等学校重点科研项目计划

LHGJ2021053622B320007

2024

中华全科医学
中华预防医学会,安徽省全科医学会

中华全科医学

CSTPCD
影响因子:1.688
ISSN:1674-4152
年,卷(期):2024.22(9)