Hull York Medical School and York Biomedical Research Institute, University of York, York, UK.
Newcastle University Translational and Clinical Research Unit, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK.
Clin Exp Immunol. 2023 Jun 5;212(3):262-275. doi: 10.1093/cei/uxad034.
T cells play key protective but also pathogenic roles in COVID-19. We studied the expression of long non-coding RNAs (lncRNAs) in COVID-19 T-cell transcriptomes by integrating previously published single-cell RNA sequencing datasets. The long intergenic non-coding RNA MALAT1 was the most highly transcribed lncRNA in T cells, with Th1 cells demonstrating the lowest and CD8+ resident memory cells the highest MALAT1 expression, amongst CD4+ and CD8+ T-cells populations, respectively. We then identified gene signatures that covaried with MALAT1 in single T cells. A significantly higher number of transcripts correlated negatively with MALAT1 than those that correlated. Enriched functional annotations of the MALAT1- anti-correlating gene signature included processes associated with T-cell activation such as cell division, oxidative phosphorylation, and response to cytokine. The MALAT1 anti-correlating gene signature shared by both CD4+ and CD8+ T-cells marked dividing T cells in both the lung and blood of COVID-19 patients. Focussing on the tissue, we used an independent patient cohort of post-mortem COVID-19 lung samples and demonstrated that MALAT1 suppression was indeed a marker of MKI67+ proliferating CD8+ T cells. Our results reveal MALAT1 suppression and its associated gene signature are a hallmark of human proliferating T cells.
T 细胞在 COVID-19 中发挥着关键的保护作用,但也具有致病性。我们通过整合先前发表的单细胞 RNA 测序数据集,研究了 COVID-19 T 细胞转录组中长非编码 RNA(lncRNA)的表达。长链非编码 RNA MALAT1 是 T 细胞中转录最活跃的 lncRNA,其中 Th1 细胞的 MALAT1 表达最低,CD8+ 驻留记忆细胞最高,分别在 CD4+ 和 CD8+ T 细胞群体中。然后,我们鉴定了与单个 T 细胞中 MALAT1 共变的基因特征。与 MALAT1 相关的转录本数量明显多于负相关的转录本。MALAT1 负相关基因特征的富集功能注释包括与 T 细胞激活相关的过程,如细胞分裂、氧化磷酸化和细胞因子反应。在 COVID-19 患者的肺和血液中,MALAT1 共表达的基因特征在 CD4+和 CD8+ T 细胞中都标记了正在分裂的 T 细胞。关注组织,我们使用了一个独立的 COVID-19 肺组织样本的患者队列,并证明 MALAT1 抑制确实是增殖的 CD8+ T 细胞的 MKI67+标志物。我们的结果揭示了 MALAT1 抑制及其相关基因特征是人类增殖 T 细胞的一个标志。