Department of Preventive Medicine, Northwestern University, Chicago, Illinois, USA.
Diabetes. 2011 Jan;60(1):331-5. doi: 10.2337/db10-0839. Epub 2010 Oct 29.
Elevated fasting glucose level is associated with increased carotid intima-media thickness (IMT), a measure of subclinical atherosclerosis. It is unclear if this association is causal. Using the principle of Mendelian randomization, we sought to explore the causal association between circulating glucose and IMT by examining the association of a genetic risk score with IMT.
The sample was drawn from the Atherosclerosis Risk in Communities (ARIC) study and included 7,260 nondiabetic Caucasian individuals with IMT measurements and relevant genotyping. Components of the fasting glucose genetic risk score (FGGRS) were selected from a fasting glucose genome-wide association study in ARIC. The score was created by combining five single nucleotide polymorphisms (SNPs) (rs780094 [GCKR], rs560887 [G6PC2], rs4607517 [GCK], rs13266634 [SLC30A8], and rs10830963 [MTNR1B]) and weighting each SNP by its strength of association with fasting glucose. IMT was measured through bilateral carotid ultrasound. Mean IMT was regressed on the FGGRS and on the component SNPs, individually.
The FGGRS was significantly associated (P = 0.009) with mean IMT. The difference in IMT predicted by a 1 SD increment in the FGGRS (0.0048 mm) was not clinically relevant but was larger than would have been predicted based on observed associations between the FFGRS, fasting glucose, and IMT. Additional adjustment for baseline measured glucose in regression models attenuated the association by about one third.
The significant association of the FGGRS with IMT suggests a possible causal association of elevated fasting glucose with atherosclerosis, although it may be that these loci influence IMT through nonglucose pathways.
空腹血糖水平升高与颈动脉内膜中层厚度(IMT)增加有关,后者是亚临床动脉粥样硬化的一个衡量指标。目前尚不清楚这种关联是否具有因果关系。本研究采用孟德尔随机化的原理,通过检验遗传风险评分与 IMT 的相关性,来探讨循环葡萄糖与 IMT 之间的因果关系。
本研究样本来自于社区动脉粥样硬化风险研究(ARIC),纳入了 7260 名无糖尿病的白种人个体,这些个体均进行了 IMT 测量和相关基因分型。空腹血糖遗传风险评分(FGGRS)的组成部分是从 ARIC 的一项空腹血糖全基因组关联研究中选择的。该评分通过组合五个单核苷酸多态性(SNP)(rs780094 [GCKR]、rs560887 [G6PC2]、rs4607517 [GCK]、rs13266634 [SLC30A8] 和 rs10830963 [MTNR1B])来创建,每个 SNP 按其与空腹血糖的关联强度进行加权。通过双侧颈动脉超声测量 IMT。通过双侧颈动脉超声测量 IMT。将 FGGRS 与各 SNP 分别进行回归分析。
FGGRS 与平均 IMT 显著相关(P = 0.009)。FGGRS 每增加 1 个标准差(0.0048mm)预测的 IMT 差异虽然没有临床意义,但大于根据 FGGRS、空腹血糖和 IMT 之间的观察性关联预测的差异。在回归模型中进一步调整基线测量的血糖,会使相关性降低约三分之一。
FGGRS 与 IMT 的显著相关性提示空腹血糖升高与动脉粥样硬化之间可能存在因果关系,但这些基因座可能通过非葡萄糖途径影响 IMT。