Department of Psychology, Yale University, New Haven, CT, United States of America.
Department of Psychology and Psychiatry, Emory University, Atlanta, GA, United States of America.
Schizophr Res. 2021 Jan;227:95-100. doi: 10.1016/j.schres.2020.09.022. Epub 2020 Oct 9.
Risk calculators are useful tools that can help clinicians and researchers better understand an individual's risk of conversion to psychosis. The North American Prodrome Longitudinal Study (NAPLS2) Individualized Risk Calculator has good predictive accuracy but could be potentially improved by the inclusion of a biomarker. Baseline cortisol, a measure of hypothalamic-pituitary-adrenal (HPA) axis functioning that is impacted by biological vulnerability to stress and exposure to environmental stressors, has been shown to be higher among individuals at clinical high-risk for psychosis (CHRP) who eventually convert to psychosis than those who do not. We sought to determine whether the addition of baseline cortisol to the NAPLS2 risk calculator improved the performance of the risk calculator.
Participants were drawn from the NAPLS2 study. A subset of NAPLS2 participants provided salivary cortisol samples. A multivariate Cox proportional hazards regression evaluated the likelihood of an individual's eventual conversion to psychosis based on demographic and clinical variables in addition to baseline cortisol levels.
A total of 417 NAPLS2 participants provided salivary cortisol and were included in the analysis. Higher levels of cortisol were predictive of conversion to psychosis in a univariate model (C-index = 0.59, HR = 21.5, p-value = 0.004). The inclusion of cortisol in the risk calculator model resulted in a statistically significant improvement in performance from the original risk calculator model (C-index = 0.78, SE = 0.028).
Salivary cortisol is an inexpensive and non-invasive biomarker that could improve individual predictions about conversion to psychosis and treatment decisions for CHR-P individuals.
风险计算器是一种有用的工具,可以帮助临床医生和研究人员更好地了解个体转化为精神病的风险。北美前驱期纵向研究(NAPLS2)个体化风险计算器具有良好的预测准确性,但通过纳入生物标志物,其预测准确性可能会得到提高。皮质醇基线是下丘脑-垂体-肾上腺(HPA)轴功能的一种衡量标准,受到生物易感性和环境应激源暴露的影响,研究表明,在最终转化为精神病的临床高风险(CHRP)个体中,皮质醇基线水平高于未转化为精神病的个体。我们试图确定基线皮质醇加入 NAPLS2 风险计算器是否能提高风险计算器的性能。
参与者来自 NAPLS2 研究。NAPLS2 研究的一部分参与者提供了唾液皮质醇样本。多元 Cox 比例风险回归评估了个体基于人口统计学和临床变量以及基线皮质醇水平最终转化为精神病的可能性。
共有 417 名 NAPLS2 参与者提供了唾液皮质醇,并纳入了分析。在单变量模型中,皮质醇水平较高与转化为精神病相关(C 指数= 0.59,HR = 21.5,p 值= 0.004)。在风险计算器模型中纳入皮质醇可使原始风险计算器模型的性能在统计学上显著提高(C 指数= 0.78,SE = 0.028)。
唾液皮质醇是一种廉价且非侵入性的生物标志物,可以提高个体对转化为精神病的预测能力,并为 CHR-P 个体的治疗决策提供依据。