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测定 2 型糖尿病风险的高敏 C 反应蛋白与单核细胞/高密度脂蛋白比值的累积值:一项前瞻性队列研究。

Measurement of cumulative high-sensitivity C-reactive protein and monocyte to high-density lipoprotein ratio in the risk prediction of type 2 diabetes: a prospective cohort study.

机构信息

Department of Endocrinology, The First Affiliated Hospital of Shantou University Medical College, NO. 57, Changping Road, Jinping District, Shantou, 515041, Guangdong, China.

Department of Pediatrics, Second Affiliated Hospital of Shantou University Medical College, Shantou, 515041, China.

出版信息

J Transl Med. 2024 Jan 28;22(1):110. doi: 10.1186/s12967-024-04895-4.

Abstract

BACKGROUND

Converging data have suggested that monocytic inflammation and C-reactive protein (CRP) are biologically intertwined processes and are involved in diabetogenesis. This study aimed to investigate the association between systemic inflammation assessed by joint cumulative high-sensitivity C-reactive protein (CumCRP) and monocyte to high-density lipoprotein ratio (CumMHR) and incident type 2 diabetes (T2D) and their predictive value for T2D in a general population.

METHODS

A total of 40,813 nondiabetic participants from a prospective real-life cohort (Kailuan Study, China) were followed biennially from 2010/2011 until December 31, 2020. Multivariable Cox regression analyses were conducted to evaluate the adjusted hazard ratios (aHRs) of incident diabetes.

RESULTS

During a median follow-up of 7.98 (IQR: 5.74-8.87) years, 4848 T2D cases developed. CumMHR and CumCRP were alone or jointly associated with incident T2D after adjusting for potential confounders. Elevated CumMHR levels significantly increased the risk of incident diabetes in each CumCRP strata (P-interaction: 0.0278). Participants with concomitant elevations in CumMHR and CumCRP levels had the highest risk (aHR: 1.71, 95% CI 1.52-1.91) compared to both in the low strata. Notably, the coexposure-associated T2D risk was modified by age, sex, hypertension, dyslipidemia, and prediabetes status. C-statistics increased from 0.7377 to 0.7417 when CumMHR and CumCRP were added into the multivariable-adjusted model, with a net reclassification improvement (%) of 12.39 (9.39-15.37) (P < 0.0001).

CONCLUSIONS

Cumulative hsCRP and MHR were both independently and jointly associated with an increased risk of T2D and their addition to established risk factors should improve risk prediction and reclassification of diabetes.

摘要

背景

汇聚的数据表明,单核细胞炎症和 C 反应蛋白(CRP)是生物学上相互交织的过程,与糖尿病的发生有关。本研究旨在探讨通过联合累积高敏 C 反应蛋白(CumCRP)和单核细胞与高密度脂蛋白比值(CumMHR)评估的全身炎症与 2 型糖尿病(T2D)事件之间的关联,以及它们在一般人群中对 T2D 的预测价值。

方法

共有来自前瞻性真实队列(中国开滦研究)的 40813 名非糖尿病参与者,从 2010/2011 年开始每两年随访一次,直至 2020 年 12 月 31 日。采用多变量 Cox 回归分析评估糖尿病事件的调整后风险比(aHR)。

结果

在中位数为 7.98 年(IQR:5.74-8.87)的随访期间,发生了 4848 例 T2D 病例。在调整了潜在混杂因素后,CumMHR 和 CumCRP 单独或联合与 T2D 事件相关。在每个 CumCRP 分层中,升高的 CumMHR 水平显著增加了糖尿病事件的风险(P 交互:0.0278)。与 CumCRP 低值分层相比,同时升高 CumMHR 和 CumCRP 水平的参与者发生 T2D 的风险最高(aHR:1.71,95%CI 1.52-1.91)。值得注意的是,年龄、性别、高血压、血脂异常和糖尿病前期状态对共暴露相关 T2D 风险具有修饰作用。当 CumMHR 和 CumCRP 被纳入多变量调整模型后,C 统计量从 0.7377 增加到 0.7417,净重新分类改善率(%)为 12.39(9.39-15.37)(P<0.0001)。

结论

累积 hsCRP 和 MHR 均与 T2D 风险增加独立相关,且联合使用可改善糖尿病的风险预测和重新分类。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ddfc/10822164/8811e6792baa/12967_2024_4895_Fig1_HTML.jpg

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