King's College London, Institute of Psychiatry, Psychology and Neuroscience, Department of Psychological Medicine, London, UK; National Institute for Health and Care Research (NIHR) Maudsley Biomedical Research Centre at South London and Maudsley NHS Foundation Trust and King's College London, UK.
National Institute for Health and Care Research (NIHR) Maudsley Biomedical Research Centre at South London and Maudsley NHS Foundation Trust and King's College London, UK; King's College London, Institute of Psychiatry, Psychology and Neuroscience, Department of Psychosis Studies, London, UK.
Brain Behav Immun. 2023 May;110:290-296. doi: 10.1016/j.bbi.2023.03.014. Epub 2023 Mar 20.
Individuals at clinical high risk (CHR) for psychosis have been found to have altered cytokine levels, but whether these changes are related to clinical outcomes remains unclear. We addressed this issue by measuring serum levels of 20 immune markers in 325 participants (n = 269 CHR, n = 56 healthy controls) using multiplex immunoassays, and then followed up the CHR sample to determine their clinical outcomes. Among 269 CHR individuals, 50 (18.6 %) developed psychosis by two years. Univariate and machine learning techniques were used to compare levels of inflammatory markers in CHR subjects and healthy controls, and in CHR subjects who had (CHR-t), or had not (CHR-nt) transitioned to psychosis. An ANCOVA identified significant group differences (CHR-t, CHR-nt and controls) and post-hoc tests indicated that VEGF levels and the IL-10/IL-6 ratio were significantly higher in CHR-t than CHR-nt, after adjusting for multiple comparisons. Using a penalised logistic regression classifier, CHR participants were distinguished from controls with an area-under the curve (AUC) of 0.82, with IL-6 and IL-4 levels the most important discriminating features. Transition to psychosis was predicted with an AUC of 0.57, with higher VEGF level and IL-10/IL-6 ratio the most important discriminating features. These data suggest that alterations in the levels of peripheral immune markers are associated with the subsequent onset of psychosis. The association with increased VEGF levels could reflect altered blood-brain-barrier (BBB) permeability, while the link with an elevated IL-10/IL-6 ratio points to an imbalance between anti- and pro-inflammatory cytokines.
个体处于精神病临床高风险(CHR)状态时,其细胞因子水平会发生改变,但这些变化是否与临床结局有关尚不清楚。我们通过使用多重免疫测定法测量了 325 名参与者(n=269 CHR,n=56 健康对照组)的 20 种免疫标志物的血清水平,然后对 CHR 样本进行了随访以确定其临床结局。在 269 名 CHR 个体中,有 50 名(18.6%)在两年内发展为精神病。我们使用单变量和机器学习技术来比较 CHR 受试者和健康对照组以及已经(CHR-t)或尚未(CHR-nt)发展为精神病的 CHR 受试者的炎症标志物水平。协方差分析确定了组间的显著差异(CHR-t、CHR-nt 和对照组),并且事后检验表明,在调整了多重比较后,VEGF 水平和 IL-10/IL-6 比值在 CHR-t 中明显高于 CHR-nt。使用惩罚逻辑回归分类器,CHR 参与者与对照组的曲线下面积(AUC)为 0.82,IL-6 和 IL-4 水平是最重要的区分特征。转换为精神病的预测 AUC 为 0.57,其中 VEGF 水平和 IL-10/IL-6 比值是最重要的区分特征。这些数据表明,外周免疫标志物水平的改变与随后精神病的发生有关。与 VEGF 水平升高相关可能反映了血脑屏障(BBB)通透性的改变,而与升高的 IL-10/IL-6 比值相关则表明抗炎和促炎细胞因子之间的失衡。