Department of Medicine, University of Arizona College of Medicine, Tucson, Arizona.
Department of Medicine, University of California San Diego, La Jolla, California.
Transl Res. 2022 Sep;247:1-18. doi: 10.1016/j.trsl.2022.03.013. Epub 2022 Apr 9.
Pulmonary arterial hypertension (PAH) is a fatal disease with a well-established sexual dimorphism. Activated inflammatory response and altered redox homeostasis, both known to manifest in a sex-specific manner, are implicated in the pathogenic mechanisms involved in PAH development. This study aimed to evaluate the impact of sex and plasma redox status on circulating cytokine profiles. Plasma oxidation-reduction potential (ORP), as a substitute measure of redox status, was analyzed in male and female Group 1 PAH and healthy subjects. The profiles of 27 circulating cytokines were compared in 2 PAH groups exhibiting the highest and lowest quartile for plasma ORP, correlated with clinical parameters, and used to predict patient survival. The analysis of the PAH groups with the highest and lowest ORP revealed a correlation between elevated cytokine levels and increased oxidative stress in females. In contrast, in males, cytokine expressions were increased in the lower oxidative environment (except for IL-1b). Correlations of the increased cytokine expressions with PAH severity were highly sex-dependent and corresponded to the increase in PAH severity in males and less severe PAH in females. Machine learning algorithms trained on the combined cytokine and redox profiles allowed the prediction of PAH mortality with 80% accuracy. We conclude that the profile of circulating cytokines in PAH patients is redox- and sex-dependent, suggesting the vital need to stratify the patient cohort subjected to anti-inflammatory therapies. Combined cytokine and/or redox profiling showed promising value for predicting the patients' survival.
肺动脉高压(PAH)是一种致命疾病,具有明确的性别二态性。已证实,以性别特异性方式表现的激活炎症反应和改变氧化还原稳态与 PAH 发展相关的致病机制有关。本研究旨在评估性别和血浆氧化还原状态对循环细胞因子谱的影响。氧化还原电位(ORP)作为氧化还原状态的替代测量指标,在 1 组男性和女性 PAH 以及健康受试者中进行了分析。比较了 27 种循环细胞因子在 2 组 PAH 患者中的分布,这 2 组 PAH 患者的血浆 ORP 最高和最低四分位数,与临床参数相关,并用于预测患者的生存。对 ORP 最高和最低的 PAH 组进行分析表明,女性的细胞因子水平升高与氧化应激增加之间存在相关性。相比之下,在男性中,细胞因子表达在较低的氧化环境中增加(除了 IL-1b)。细胞因子表达增加与 PAH 严重程度的相关性具有高度性别依赖性,与男性 PAH 严重程度增加和女性 PAH 严重程度降低相对应。基于组合细胞因子和氧化还原谱的机器学习算法可准确预测 80%的 PAH 死亡率。我们得出结论,PAH 患者的循环细胞因子谱是氧化还原和性别依赖性的,这表明迫切需要对接受抗炎治疗的患者队列进行分层。联合细胞因子和/或氧化还原谱显示出预测患者生存的有希望的价值。