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多模态单细胞组学分析鉴定了 COVID-19 中与性别差异相关的上皮细胞-免疫细胞相互作用和免疫脆弱性。

Multimodal single-cell omics analysis identifies epithelium-immune cell interactions and immune vulnerability associated with sex differences in COVID-19.

机构信息

Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA.

Florida Research and Innovation Center, Cleveland Clinic, Port Saint Lucie, FL, USA.

出版信息

Signal Transduct Target Ther. 2021 Jul 30;6(1):292. doi: 10.1038/s41392-021-00709-x.

DOI:10.1038/s41392-021-00709-x
PMID:34330889
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8322111/
Abstract

Sex differences in the susceptibility of SARS-CoV-2 infection and severity have been controversial, and the underlying mechanisms of COVID-19 in a sex-specific manner remain understudied. Here we inspected sex differences in SARS-CoV-2 infection, hospitalization, admission to the intensive care unit (ICU), sera inflammatory biomarker profiling, and single-cell RNA-sequencing (scRNA-seq) profiles across nasal, bronchoalveolar lavage fluid (BALF), and peripheral blood mononuclear cells (PBMCs) from COVID-19 patients with varying degrees of disease severities. Our propensity score-matching observations revealed that male individuals have a 29% elevated likelihood of SARS-CoV-2 positivity, with a hazard ratio (HR) 1.32 (95% confidence interval [CI] 1.18-1.48) for hospitalization and HR 1.51 (95% CI 1.24-1.84) for admission to ICU. Sera from male patients at hospital admission had elevated neutrophil-lymphocyte ratio and elevated expression of inflammatory markers (C-reactive protein and procalcitonin). We found that SARS-CoV-2 entry factors, including ACE2, TMPRSS2, FURIN, and NRP1, have elevated expression in nasal squamous cells from male individuals with moderate and severe COVID-19. We observed male-biased transcriptional activation in SARS-CoV-2-infected macrophages from BALF and sputum samples, which offers potential molecular mechanism for sex-biased susceptibility to viral infection. Cell-cell interaction network analysis reveals potential epithelium-immune cell interactions and immune vulnerability underlying male-elevated disease severity and mortality in COVID-19. Mechanistically, monocyte-elevated expression of Toll-like receptor 7 (TLR7) and Bruton tyrosine kinase (BTK) is associated with severe outcomes in males with COVID-19. In summary, these findings provide basis to decipher immune responses underlying sex differences and designing sex-specific targeted interventions and patient care for COVID-19.

摘要

性别在 SARS-CoV-2 感染易感性和严重程度上的差异一直存在争议,而 COVID-19 以性别特异性方式的潜在机制仍在研究中。在这里,我们研究了 COVID-19 患者中不同严重程度的 SARS-CoV-2 感染、住院、入住重症监护病房(ICU)、血清炎症生物标志物谱和单细胞 RNA 测序(scRNA-seq)谱在性别上的差异,这些患者的鼻腔、支气管肺泡灌洗液(BALF)和外周血单核细胞(PBMC)样本存在不同程度的疾病。我们的倾向评分匹配观察结果表明,男性个体感染 SARS-CoV-2 的可能性增加 29%,住院的风险比(HR)为 1.32(95%置信区间 [CI] 1.18-1.48),入住 ICU 的 HR 为 1.51(95% CI 1.24-1.84)。男性患者入院时的血清中性粒细胞与淋巴细胞比值升高,炎症标志物(C 反应蛋白和降钙素原)表达升高。我们发现,SARS-CoV-2 进入因子,包括 ACE2、TMPRSS2、FURIN 和 NRP1,在中重度 COVID-19 男性个体的鼻腔鳞状细胞中表达升高。我们观察到 BALF 和痰液样本中感染 SARS-CoV-2 的巨噬细胞中存在男性偏倚的转录激活,这为病毒感染的性别易感性提供了潜在的分子机制。细胞-细胞相互作用网络分析揭示了 COVID-19 中男性疾病严重程度和死亡率升高的潜在上皮细胞-免疫细胞相互作用和免疫脆弱性。从机制上讲,COVID-19 男性患者中单核细胞 Toll 样受体 7(TLR7)和布鲁顿酪氨酸激酶(BTK)的高表达与严重结局相关。总之,这些发现为解析性别差异背后的免疫反应以及设计 COVID-19 的性别特异性靶向干预和患者护理提供了依据。

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