Laboratório de Inflamação e Biomarcadores, Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil.
Multinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador, Brazil.
Front Immunol. 2021 Oct 7;12:757843. doi: 10.3389/fimmu.2021.757843. eCollection 2021.
Most persons living with HIV (PLWH) experience a significant restoration of their immunity associated with successful inhibition of viral replication after antiretroviral therapy (ART) initiation. Nevertheless, with the robust quantitative and qualitative restoration of CD4 T-lymphocytes, a fraction of patients co-infected with tuberculosis develop immune reconstitution inflammatory syndrome (TB-IRIS), a dysregulated inflammatory response that can be associated with significant tissue damage. Several studies underscored the role of adaptive immune cells in IRIS pathogenesis, but to what degree T lymphocyte activation contributes to TB-IRIS development remains largely elusive. Here, we sought to dissect the phenotypic landscape of T lymphocyte activation in PLWH coinfected with TB inititating ART, focusing on characterization of the profiles linked to development of TB-IRIS. We confirmed previous observations demonstrating that TB-IRIS individuals display pronounced CD4 lymphopenia prior to ART initiation. Additionally, we found an ART-induced increase in T lymphocyte activation, proliferation and cytotoxicity among TB-IRIS patients. Importantly, we demonstrate that TB-IRIS subjects display higher frequencies of cytotoxic CD8 T lymphocytes which is not affected by ART. Moreover, These patients exhibit higher levels of activated (HLA-DR) and profilerative (Ki-67) CD4 T cells after ART commencenment than their Non-IRIS counterparts. Our network analysis reveal significant negative correlations between Total CD4 T cells counts and the frequencies of Cytotoxic CD8 T cells in our study population which could suggest the existance of compensatory mechanisms for Mtb-infected cells elimination in the face of severe CD4 T cell lymphopenia. We also investigated the correlation between T lymphocyte activation profiles and the abundance of several inflammatory molecules in plasma. We applied unsupervised machine learning techniques to predict and diagnose TB-IRIS before and during ART. Our analyses suggest that CD4 T cell activation markers are good TB-IRIS predictors, whereas the combination of CD4 and CD8 T cells markers are better at diagnosing TB-IRIS patients during IRIS events Overall, our findings contribute to a more refined understanding of immunological mechanisms in TB-IRIS pathogenesis that may assist in new diagnostic tools and more targeted patient management.
大多数人类免疫缺陷病毒 (HIV) 感染者 (PLWH) 在开始抗逆转录病毒治疗 (ART) 后,随着病毒复制的成功抑制,其免疫功能会得到显著恢复。然而,尽管 CD4 淋巴细胞的数量和质量得到了强有力的恢复,但一部分同时感染结核分枝杆菌的患者会发展为免疫重建炎症综合征 (TB-IRIS),这是一种失调的炎症反应,可能导致显著的组织损伤。几项研究强调了适应性免疫细胞在 IRIS 发病机制中的作用,但 T 淋巴细胞激活在多大程度上导致 TB-IRIS 的发展仍很大程度上难以捉摸。在这里,我们试图剖析在开始 ART 治疗时同时感染结核分枝杆菌的 PLWH 中 T 淋巴细胞激活的表型特征,重点研究与 TB-IRIS 发展相关的特征。我们证实了之前的观察结果,即 TB-IRIS 个体在开始 ART 之前表现出明显的 CD4 淋巴细胞减少。此外,我们发现 TB-IRIS 患者在接受 ART 后 T 淋巴细胞的激活、增殖和细胞毒性增加。重要的是,我们证明 TB-IRIS 患者显示出更高频率的细胞毒性 CD8 T 淋巴细胞,而这种细胞毒性不受 ART 的影响。此外,这些患者在开始 ART 后表现出更高水平的活化 (HLA-DR) 和增殖 (Ki-67) CD4 T 细胞,高于非 IRIS 患者。我们的网络分析显示,在我们的研究人群中,总 CD4 T 细胞计数与细胞毒性 CD8 T 细胞的频率之间存在显著的负相关,这可能表明在严重的 CD4 T 细胞淋巴细胞减少的情况下,存在针对 Mtb 感染细胞消除的代偿机制。我们还研究了 T 淋巴细胞激活特征与血浆中几种炎症分子丰度之间的相关性。我们应用无监督机器学习技术来预测和诊断 ART 前后的 TB-IRIS。我们的分析表明,CD4 T 细胞激活标志物是预测 TB-IRIS 的良好指标,而 CD4 和 CD8 T 细胞标志物的组合在 IRIS 事件期间更能诊断 TB-IRIS 患者。总的来说,我们的发现有助于更深入地了解 TB-IRIS 发病机制中的免疫机制,这可能有助于开发新的诊断工具和更有针对性的患者管理。