Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing Medical University, Chongqing, China.
Department of Cardiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing Medical University, Chongqing, China.
Front Immunol. 2023 Feb 22;14:1134621. doi: 10.3389/fimmu.2023.1134621. eCollection 2023.
To date, many researches have investigated the correlation of folate and asthma occurrence. Nevertheless, few studies have discussed whether folate status is correlated with dis-ease severity, control or progression of asthma. So, we explored the correlation of serum folate and blood eosinophil counts in asthmatic adults to gain the role of folate in the control, progression, and treatment of asthma.
Data were obtained from the 2011-2018 NHANES, in which serum folate, blood eosinophils, and other covariates were measured among 2332 asthmatic adults. The regression model, XGBoost algorithm model, and generalized linear model were used to explore the potential correlation. Moreover, we conducted stratified analyses to determine certain populations.
Among three models, the multivariate regression analysis demonstrated serum folate levels were negatively correlated with blood eosinophil counts among asthmatic adults with statistical significance. And we observed that blood eosinophil counts decreased by 0.20 (-0.34, -0.06)/uL for each additional unit of serum folate (nmol/L) after adjusting for confounders. Moreover, we used the XGBoost Algorithm model to identify the relative significance of chosen variables correlated with blood eosinophil counts and observed the linear relationship between serum folate levels and blood eosinophil counts by constructing the generalized linear model.
Our study indicated that serum folate levels were inversely associated with blood eosinophil counts in asthmatic adult populations of America, which indicated serum folate might be correlated with the immune status of asthmatic adults in some way. We suggested that serum folate might affect the control, development, and treatment of asthma. Finally, we hope more people will recognize the role of folate in asthma.
迄今为止,许多研究已经调查了叶酸与哮喘发病之间的相关性。然而,很少有研究探讨叶酸状况是否与哮喘的严重程度、控制或进展有关。因此,我们探讨了成年哮喘患者血清叶酸与血嗜酸性粒细胞计数之间的相关性,以了解叶酸在哮喘控制、进展和治疗中的作用。
数据来自 2011 年至 2018 年的 NHANES,其中测量了 2332 名成年哮喘患者的血清叶酸、血嗜酸性粒细胞和其他协变量。回归模型、XGBoost 算法模型和广义线性模型被用来探索潜在的相关性。此外,我们进行了分层分析以确定特定人群。
在三个模型中,多元回归分析表明,血清叶酸水平与成年哮喘患者的血嗜酸性粒细胞计数呈负相关,具有统计学意义。我们观察到,在校正混杂因素后,每增加一个单位的血清叶酸(nmol/L),血嗜酸性粒细胞计数会降低 0.20(-0.34,-0.06)/μL。此外,我们使用 XGBoost 算法模型来确定与血嗜酸性粒细胞计数相关的选定变量的相对重要性,并通过构建广义线性模型来观察血清叶酸水平与血嗜酸性粒细胞计数之间的线性关系。
我们的研究表明,在美国成年哮喘患者中,血清叶酸水平与血嗜酸性粒细胞计数呈负相关,这表明血清叶酸可能以某种方式与成年哮喘患者的免疫状态有关。我们建议血清叶酸可能影响哮喘的控制、发展和治疗。最后,我们希望更多的人能认识到叶酸在哮喘中的作用。