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Type 2 Diabetes Prevention: Implications of Hemoglobin A1c Genetics

机译:2型糖尿病的预防:血红蛋白A1c遗传学的意义

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Hemoglobin A1c (HbA1c) is a biomarker used for population-level screening of type 2 diabetes (T2D) and risk stratification. Large-scale, genome-wide association studies have identified multiple genomic loci influencing HbA1c. We discuss the challenges of classifying these genomic loci as influencing HbA1c through glycemic or nonglycemic pathways, based on their probable biology and pleiotropic associations with erythrocyte traits. We show that putative nonglycemic genetic variants have a measurable, albeit small, impact on the classification of T2D status by HbA1c in white and Asian populations. Accounting for their effect on HbA1c may be relevant when screening populations with higher frequencies of nonglycemic HbA1c-altering alleles. As carriers of such HbA1c-altering alleles have HbA1c levels that may not accurately reflect overall glycemia, we describe how accounting for genotype may improve the performance of HbA1c in T2D prediction models and risk stratification, allowing for lifestyle intervention strategies to be directed towards those who are truly at elevated risk for developing T2D. In a Mendelian randomization framework, genetic variants can be used as instrumental variables to estimate causal relationships between HbA1c and T2D-related complications. This approach may help to support or refute HbA1c as an appropriate biomarker for long-term health outcomes in the general population.
机译:血红蛋白A1c(HbA1c)是用于人群水平筛查2型糖尿病(T2D)和危险分层的生物标志物。大规模的全基因组关联研究已经确定了影响HbA1c的多个基因组位点。我们讨论了将这些基因组基因位点归类为通过血糖或非血糖途径影响HbA1c的挑战,基于它们可能的生物学特性和与红细胞性状的多效性关联。我们显示推定的非血糖遗传变异对白人和亚洲人群中HbA1c对T2D状态的分类有可测量的影响,尽管很小。当筛选非糖化HbA1c等位基因频率较高的人群时,考虑其对HbA1c的影响可能是相关的。由于此类改变HbA1c的等位基因携带者的HbA1c水平可能无法准确反映总体血糖水平,因此我们描述了在T2D预测模型和风险分层中考虑基因型如何改善HbA1c的性能,从而使生活方式干预策略可针对那些确实存在发展T2D的高风险。在孟德尔随机化框架中,遗传变异可用作工具变量,以评估HbA1c与T2D相关并发症之间的因果关系。这种方法可能有助于支持或驳斥HbA1c,作为普通人群长期健康结果的适当生物标志物。

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