Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, Maryland.
Department of Medicine, University of California San Diego, La Jolla, California.
AIDS. 2022 Jul 15;36(9):1215-1222. doi: 10.1097/QAD.0000000000003265. Epub 2022 May 25.
Despite lower plasma HIV RNA levels, women progress faster to AIDS than men. The reasons for these differences are not clear but might be a consequence of an elevated inflammatory response in women.
We investigated sex differences in cytokine profiles by measuring the concentrations of 36 cytokines/chemokines by Luminex in blood of women and men (sex at birth) with chronic HIV infection under suppressive therapy. We initially performed a principal component analysis to see if participants clustered by sex, and then fit a partial least squares discriminant analysis (PLS-DA) model where we used cytokines to predict sex at birth. The significance of the difference in nine cytokines with VIP greater than 1 was tested using Wilcoxon test-rank. Further, potential confounding factors were tested by multivariate linear regression models.
Overall, we predicted sex at birth in the PLS-DA model with an error rate of approximately 13%. We identified five cytokines, which were significantly higher in women compared with men, namely the pro-inflammatory chemokines CXCL1 (Gro-α), CCL5 (RANTES), CCL3 (MIP-1α), CCL4 (MIP-1β), as well as the T-cell homeostatic factor IL-7. The effect of sex remained significant after adjusting for CD4 + , age, ethnicity, and race for all cytokines, except for CCL3 and race.
The observed sex-based differences in cytokines might contribute to higher immune activation in women compared with men despite suppressive therapy. Increased levels of IL-7 in women suggest that homeostatic proliferation may have a differential contribution to HIV reservoir maintenance in female and male individuals. Our study emphasizes the importance of sex-specific studies of viral pathogenesis.
尽管血浆 HIV RNA 水平较低,但女性艾滋病进展速度快于男性。这些差异的原因尚不清楚,但可能是女性炎症反应增强的结果。
我们通过 Luminex 法测量了 36 种细胞因子/趋化因子在接受抑制性治疗的慢性 HIV 感染的女性和男性(出生时的性别)血液中的浓度,研究了细胞因子谱中的性别差异。我们最初进行了主成分分析,以观察参与者是否按性别聚类,然后拟合了偏最小二乘判别分析(PLS-DA)模型,其中我们使用细胞因子来预测出生时的性别。使用 Wilcoxon 检验秩检验了 VIP 大于 1 的 9 种细胞因子差异的显著性。此外,还通过多元线性回归模型测试了潜在的混杂因素。
总体而言,我们在 PLS-DA 模型中预测出生时的性别,错误率约为 13%。我们确定了五种细胞因子,女性明显高于男性,即促炎趋化因子 CXCL1(Gro-α)、CCL5(RANTES)、CCL3(MIP-1α)、CCL4(MIP-1β)以及 T 细胞稳态因子 IL-7。在调整了 CD4+、年龄、种族和种族后,除了 CCL3 和种族外,所有细胞因子的性别效应仍然显著。
尽管接受了抑制性治疗,但观察到的细胞因子性别差异可能导致女性的免疫激活高于男性。女性中 IL-7 水平升高表明,稳态增殖可能对女性和男性个体中 HIV 储存库的维持有不同的贡献。我们的研究强调了进行病毒发病机制的性别特异性研究的重要性。