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The Th1/Th2/Th17 cytokine profile of HIV-infected individuals: A multivariate cytokinomics approach

机译:HIV感染者的Th1 / Th2 / Th17细胞因子概况:多元细胞动力学方法

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摘要

HIV infection causes the dysregulation of cytokine production. A cytokinomics approach employing cytometric bead array (CBA) technology, flow cytometry and multivariate analysis was applied to the investigation of HIV-induced T helper cell type 1 (Th1), Th2 and Th17 cytokine changes in the sera of treatment naive individuals. Stepwise linear discriminant analysis (LDA) and logistic regression identified interleukin (IL)-6 to be discriminatory for HIV infection with 74.6% and 71.2% of the cases correctly classified. Analysis of variance (ANOVA) confirmed IL-6 and IL-10 concentrations to be significantly (p= 0.001 and p= 0.025) different between the groups. A scatter plot of the log IL-6 and IL-10 concentrations for the groups largely overlapped, with improved differentiation where patients were advancing to the acquired immunodeficiency syndrome (AIDS). IL-17A levels were higher than other cytokines but did not significantly distinguish the groups suggesting that the HIV- and HIV+ individuals had similar immune profiles. This possibility was supported by other clinical indicators. Taken together, the measured cytokines (IL-6, 10 and 17) have potential prognostic value. ? 2012 Elsevier Ltd.
机译:HIV感染会导致细胞因子产生失调。采用细胞计数珠阵列(CBA)技术,流式细胞仪和多变量分析的细胞动力学方法被用于研究HIV诱导的未治疗个体血清中T辅助T细胞1型(Th1),Th2和Th17细胞因子的变化。逐步线性判别分析(LDA)和逻辑回归分析确定白介素(IL)-6对HIV感染具有歧视性,正确分类的病例为74.6%和71.2%。方差分析(ANOVA)证实两组之间的IL-6和IL-10浓度显着不同(p = 0.001和p = 0.025)。各组的对数IL-6和IL-10浓度的散点图在很大程度上重叠,并且随着患者向获得性免疫缺陷综合症(AIDS)的进展,分化得到了改善。 IL-17A水平高于其他细胞因子,但没有明显区分各组,表明HIV-和HIV +个体具有相似的免疫特性。其他临床指标也支持这种可能性。两者合计,测得的细胞因子(IL-6、10和17)具有潜在的预后价值。 ? 2012爱思唯尔有限公司

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