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韩国人群 2 型糖尿病多基因风险评分的临床相关性。

The clinical relevance of a polygenic risk score for type 2 diabetes mellitus in the Korean population.

机构信息

Graduate School of Data Science, Seoul National University, Seoul, South Korea.

Division of Nephrology, Department of Internal Medicine, Soonchunhyang University Seoul Hospital, Seoul, South Korea.

出版信息

Sci Rep. 2024 Mar 8;14(1):5749. doi: 10.1038/s41598-024-55313-0.

Abstract

The clinical utility of a type 2 diabetes mellitus (T2DM) polygenic risk score (PRS) in the East Asian population remains underexplored. We aimed to examine the potential prognostic value of a T2DM PRS and assess its viability as a clinical instrument. We first established a T2DM PRS for 5490 Korean individuals using East Asian Biobank data (269,487 samples). Subsequently, we assessed the predictive capability of this T2DM PRS in a prospective longitudinal study with baseline data and data from seven additional follow-ups. Our analysis showed that the T2DM PRS could predict the transition of glucose tolerance stages from normal glucose tolerance to prediabetes and from prediabetes to T2DM. Moreover, T2DM patients in the top-decile PRS group were more likely to be treated with insulin (hazard ratio = 1.69, p value = 2.31E-02) than were those in the remaining PRS groups. T2DM PRS values were significantly high in the severe diabetes subgroup, characterized by insulin resistance and -cell dysfunction (p value = 0.0012). The prediction models with the T2DM PRS had significantly greater Harrel's C-indices than did corresponding models without it. By utilizing prospective longitudinal study data and extensive clinical risk factor information, our analysis provides valuable insights into the multifaceted clinical utility of the T2DM PRS.

摘要

东亚人群 2 型糖尿病(T2DM)多基因风险评分(PRS)的临床实用性仍未得到充分探索。本研究旨在检验 T2DM PRS 的潜在预后价值,并评估其作为临床工具的可行性。我们首先使用东亚生物库数据(269487 例样本)为 5490 名韩国个体建立了 T2DM PRS。随后,我们在一项前瞻性纵向研究中评估了该 T2DM PRS 的预测能力,该研究具有基线数据和另外 7 次随访的数据。我们的分析表明,T2DM PRS 可以预测葡萄糖耐量从正常糖耐量向糖尿病前期和糖尿病前期向 T2DM 的转变。此外,T2DM 患者中PRS 评分最高的十分位数组更有可能接受胰岛素治疗(风险比=1.69,p 值=2.31E-02),而其余 PRS 组则不然。胰岛素抵抗和β细胞功能障碍特征明显的严重糖尿病亚组中 T2DM PRS 值显著较高(p 值=0.0012)。与不包含 T2DM PRS 的模型相比,包含 T2DM PRS 的预测模型的 Harrell's C 指数显著更高。通过利用前瞻性纵向研究数据和广泛的临床风险因素信息,我们的分析为 T2DM PRS 的多方面临床实用性提供了有价值的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e078/10923897/63079bb79321/41598_2024_55313_Fig1_HTML.jpg

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