Blood Glucose Levels, Inflammation, and Mortality in Asthmatic Populations: A Prospective Cohort Study.

IF 3.8 4区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
Jun Wen, Changfen Wang, Rongjuan Zhuang, Shuliang Guo, Jing Chi
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引用次数: 0

Abstract

Background: Presently, the associations between blood glucose management, systemic inflammation, and prognosis in the asthmatic population are still uncertain.

Method: This investigation included 2719 people with asthma from the National Health and Nutrition Examination Survey (NHANES). The linear regression, Cox proportional hazards regression, the Shapley Additive Explanations (SHAP) model, restricted cubic spline (RCS), survival area plot, and survival quantile plot were used to comprehensively evaluate the associations between fasting plasma glucose (FPG), hemoglobin A1c (HbAlc), the systemic inflammation, and the mortality in populations with asthma.

Results: The Cox regression model revealed a positive correlation between HbA1c (HR: 1.21, 95% CI: 1.04-1.42) and FPG (HR: 1.08, 95% CI: 1.02-1.15) and the risk of death in asthmatics, while diabetes (HR: 1.55, 95% CI: 1.07-2.23) also increased the death risk of asthma. The RCS, survival area plot, and survival quantile plot all corroborated the positive association between HbA1c, FPG, and the death risk in asthma patients. The SHAP model suggested that the top five key markers for predicting the mortality risk of asthmatic people were age, cardiovascular disease, cholesterol, systemic inflammatory index (SII), and FPG. This investigation also revealed a positive relationship between HbA1c and FPG as well as neutrophils, along with a positive association between FPG and the SII.

Conclusions: Higher blood glucose levels-reflected by both HbA1c and FPG-are independently associated with greater mortality risk in adults with asthma. And hyperglycemia is linked to systemic inflammation, optimizing blood glucose control may improve inflammatory status and long-term outcomes in this population.

哮喘人群的血糖水平、炎症和死亡率:一项前瞻性队列研究。
背景:目前,哮喘人群血糖管理、全身性炎症和预后之间的关系仍不确定。方法:选取全国健康与营养调查(NHANES)中2719例哮喘患者作为调查对象。采用线性回归、Cox比例风险回归、Shapley加性解释(SHAP)模型、受限三次样条(RCS)、生存区图和生存分位数图综合评价哮喘人群空腹血糖(FPG)、糖化血红蛋白(HbAlc)、全身炎症和死亡率之间的关系。结果:Cox回归模型显示HbA1c (HR: 1.21, 95% CI: 1.04-1.42)和FPG (HR: 1.08, 95% CI: 1.02-1.15)与哮喘患者死亡风险呈正相关,糖尿病(HR: 1.55, 95% CI: 1.07-2.23)也增加哮喘患者死亡风险。RCS、生存区图和生存分位数图均证实HbA1c、FPG与哮喘患者死亡风险呈正相关。SHAP模型显示,预测哮喘患者死亡风险的前五大关键指标是年龄、心血管疾病、胆固醇、全身炎症指数(SII)和FPG。该研究还揭示了HbA1c与FPG以及中性粒细胞之间的正相关,以及FPG与SII之间的正相关。结论:较高的血糖水平(由HbA1c和fpg反映)与成人哮喘患者更高的死亡风险独立相关。高血糖与全身性炎症有关,优化血糖控制可能会改善该人群的炎症状态和长期预后。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
10.70
自引率
1.40%
发文量
57
审稿时长
19 weeks
期刊介绍: The Journal of Epidemiology and Global Health is an esteemed international publication, offering a platform for peer-reviewed articles that drive advancements in global epidemiology and international health. Our mission is to shape global health policy by showcasing cutting-edge scholarship and innovative strategies.
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