Neuropsychoimaging of Addictions and Related Conditions Research Program (NARC), Icahn School of Medicine at Mount Sinai, Departments of Psychiatry and Neuroscience, New York, NY, USA.
Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Transl Psychiatry. 2024 Oct 3;14(1):414. doi: 10.1038/s41398-024-03119-z.
Opioid use disorders cause major morbidity and mortality, and there is a pressing need for novel mechanistic targets and biomarkers for diagnosis and prognosis. Exposure to mu-opioid receptor (MOR) agonists causes changes in cytokine and inflammatory protein networks in peripheral blood, and also in brain glia and neurons. Individuals with heroin use disorder (iHUD) show dysregulated levels of several cytokines in the blood. However, there is limited data on a comprehensive panel of such markers in iHUD versus healthy controls (HC), especially considered as a multi-target biomarker. We used a validated proximity extension assay for the relative quantification of 92 cytokines and inflammatory proteins in the serum of iHUD on medication-assisted therapy (MAT; n = 21), compared to HC (n = 24). Twenty-nine targets showed significant group differences (primarily iHUD>HC), surviving multiple comparison corrections (p = 0.05). These targets included 19 members of canonical cytokine families, including specific chemokines, interleukins, growth factors, and tumor necrosis factor (TNF)-related proteins. For dimensionality reduction, data from these 19 cytokines were entered into a principal component (PC) analysis, with PC1 scores showing significant group differences (iHUD > HC; p < 0.0001). A receiver-operating characteristic (ROC) curve analysis yielded an AUROC = 91.7% (p < 0.0001). This PC1 score remained a positive predictor of being in the HUD group in a multivariable logistic regression, that included select demographic/clinical variables. Overall, this study shows a panel of cytokines that differ significantly between iHUD and HC, providing a multi-target "cytokine biomarker score" for potential diagnostic purposes, and future examination of disease severity.
阿片类药物使用障碍会导致严重的发病率和死亡率,因此迫切需要新的机制靶点和生物标志物用于诊断和预后。μ-阿片受体(MOR)激动剂的暴露会导致外周血中细胞因子和炎症蛋白网络发生变化,也会导致脑胶质细胞和神经元发生变化。海洛因使用障碍(iHUD)患者的血液中几种细胞因子水平出现失调。然而,关于 iHUD 与健康对照(HC)之间此类标志物的综合面板数据有限,特别是作为多靶点生物标志物。我们使用经过验证的临近延伸分析测定法,对接受药物辅助治疗(MAT)的 iHUD 患者(n=21)和 HC(n=24)的血清中 92 种细胞因子和炎症蛋白进行相对定量。29 个靶标显示出显著的组间差异(主要是 iHUD>HC),在经过多次比较校正后仍具有统计学意义(p=0.05)。这些靶标包括 19 种经典细胞因子家族成员,包括特定的趋化因子、白细胞介素、生长因子和肿瘤坏死因子(TNF)相关蛋白。为了进行降维,将这 19 种细胞因子的数据输入主成分(PC)分析,PC1 得分显示出显著的组间差异(iHUD>HC;p<0.0001)。ROC 曲线分析得出的 AUC 值为 91.7%(p<0.0001)。在包括选择的人口统计学/临床变量的多变量逻辑回归中,PC1 得分仍然是处于 HUD 组的阳性预测因子。总的来说,这项研究显示了一组在 iHUD 和 HC 之间存在显著差异的细胞因子,为潜在的诊断目的提供了一种多靶点的“细胞因子生物标志物评分”,并为未来研究疾病严重程度提供了参考。