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2007-2012 年 NHANES 中哮喘成年人甘油三酯-葡萄糖指数与呼出气一氧化氮分数的相关性。

Association between triglyceride-glucose index and fractional exhaled nitric oxide in adults with asthma from NHANES 2007-2012.

机构信息

Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, China.

Department of Endocrinology and Metabolism, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, China.

出版信息

Lipids Health Dis. 2024 Nov 3;23(1):335. doi: 10.1186/s12944-024-02323-6.

Abstract

BACKGROUND

Several studies have shown a potential relationship between triglyceride-glucose index (TGI) and asthma. However, limited research has been conducted on the relationship between TGI and fractional exhaled nitric oxide (FeNO).

METHODS

A total of 1,910 asthmatic individuals from the National Health and Nutrition Examination Survey (NHANES) database were included in this study. Linear regression analyses were used to investigate the relationship between TGI and FeNO in patients with asthma. Subsequently, a trend test was applied to verify whether there was a linear relationship between the TGI and FeNO. Finally, a subgroup analysis was performed to confirm the relationship among the different subgroup populations.

RESULTS

Multivariable linear regression analyses showed that TGI was linearly related to FeNO in the asthmatic population. The trend test additionally validated the positive linear relationship between TGI and FeNO. The result of XGBoost revealed the five most influential factors on FeNO in a ranking of contrasted importance: eosinophil (EOS), body mass index (BMI), poverty-to-income ratio (PIR), TGI, and white blood cell count (WBC).

CONCLUSIONS

This investigation revealed a positive linear relationship between TGI and FeNO in patients with asthma. This finding suggests a potential relationship between TGI and airway inflammation in patients with asthma, thereby facilitating the prompt identification of irregularities and providing a basis for clinical decision making. This study provides a novel perspective on asthma management.

摘要

背景

多项研究表明甘油三酯-葡萄糖指数(TGI)与哮喘之间存在潜在关系。然而,关于 TGI 与呼出气一氧化氮分数(FeNO)之间的关系,研究还很有限。

方法

本研究纳入了来自国家健康和营养检查调查(NHANES)数据库的 1910 名哮喘患者。采用线性回归分析探讨哮喘患者 TGI 与 FeNO 之间的关系。随后,进行趋势检验以验证 TGI 与 FeNO 之间是否存在线性关系。最后,进行亚组分析以确认不同亚组人群之间的关系。

结果

多变量线性回归分析显示,TGI 与哮喘人群中的 FeNO 呈线性相关。趋势检验进一步验证了 TGI 与 FeNO 之间的正线性关系。XGBoost 的结果显示,在对重要性进行对比的排名中,对 FeNO 影响最大的五个因素为:嗜酸性粒细胞(EOS)、体重指数(BMI)、贫困收入比(PIR)、TGI 和白细胞计数(WBC)。

结论

本研究揭示了哮喘患者 TGI 与 FeNO 之间呈正线性关系。这一发现提示 TGI 与哮喘患者气道炎症之间存在潜在关系,从而有助于及时发现异常,并为临床决策提供依据。本研究为哮喘管理提供了新的视角。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/40bf/11531688/d5247b183f89/12944_2024_2323_Fig1_HTML.jpg

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