Ziegler Carly G K, Miao Vincent N, Owings Anna H, Navia Andrew W, Tang Ying, Bromley Joshua D, Lotfy Peter, Sloan Meredith, Laird Hannah, Williams Haley B, George Micayla, Drake Riley S, Christian Taylor, Parker Adam, Sindel Campbell B, Burger Molly W, Pride Yilianys, Hasan Mohammad, Abraham George E, Senitko Michal, Robinson Tanya O, Shalek Alex K, Glover Sarah C, Horwitz Bruce H, Ordovas-Montanes Jose
Program in Health Sciences & Technology, Harvard Medical School & MIT, Boston, MA 02115, USA.
Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA.
bioRxiv. 2021 Feb 20:2021.02.20.431155. doi: 10.1101/2021.02.20.431155.
Infection with SARS-CoV-2, the virus that causes COVID-19, can lead to severe lower respiratory illness including pneumonia and acute respiratory distress syndrome, which can result in profound morbidity and mortality. However, many infected individuals are either asymptomatic or have isolated upper respiratory symptoms, which suggests that the upper airways represent the initial site of viral infection, and that some individuals are able to largely constrain viral pathology to the nasal and oropharyngeal tissues. Which cell types in the human nasopharynx are the primary targets of SARS-CoV-2 infection, and how infection influences the cellular organization of the respiratory epithelium remains incompletely understood. Here, we present nasopharyngeal samples from a cohort of 35 individuals with COVID-19, representing a wide spectrum of disease states from ambulatory to critically ill, as well as 23 healthy and intubated patients without COVID-19. Using standard nasopharyngeal swabs, we collected viable cells and performed single-cell RNA-sequencing (scRNA-seq), simultaneously profiling both host and viral RNA. We find that following infection with SARS-CoV-2, the upper respiratory epithelium undergoes massive reorganization: secretory cells diversify and expand, and mature epithelial cells are preferentially lost. Further, we observe evidence for deuterosomal cell and immature ciliated cell expansion, potentially representing active repopulation of lost ciliated cells through coupled secretory cell differentiation. Epithelial cells from participants with mild/moderate COVID-19 show extensive induction of genes associated with anti-viral and type I interferon responses. In contrast, cells from participants with severe lower respiratory symptoms appear globally muted in their anti-viral capacity, despite substantially higher local inflammatory myeloid populations and equivalent nasal viral loads. This suggests an essential role for intrinsic, local epithelial immunity in curbing and constraining viral-induced pathology. Using a custom computational pipeline, we characterized cell-associated SARS-CoV-2 RNA and identified rare cells with RNA intermediates strongly suggestive of active replication. Both within and across individuals, we find remarkable diversity and heterogeneity among SARS-CoV-2 RNA+ host cells, including developing/immature and interferon-responsive ciliated cells, "hillock"-like cells, and unique subsets of secretory, goblet, and squamous cells. Finally, SARS-CoV-2 RNA+ cells, as compared to uninfected bystanders, are enriched for genes involved in susceptibility (e.g., , ) or response (e.g., , , ) to infection. Together, this work defines both protective and detrimental host responses to SARS-CoV-2, determines the direct viral targets of infection, and suggests that failed anti-viral epithelial immunity in the nasal mucosa may underlie the progression to severe COVID-19.
感染导致新冠肺炎的严重急性呼吸综合征冠状病毒2(SARS-CoV-2)可引发包括肺炎和急性呼吸窘迫综合征在内的严重下呼吸道疾病,进而导致严重的发病和死亡。然而,许多感染者要么无症状,要么仅有孤立的上呼吸道症状,这表明上呼吸道是病毒感染的初始部位,且一些个体能够在很大程度上将病毒病理局限于鼻腔和口咽组织。人类鼻咽部的哪些细胞类型是SARS-CoV-2感染的主要靶标,以及感染如何影响呼吸道上皮的细胞组织,目前仍未完全明确。在此,我们展示了35名新冠肺炎患者的鼻咽样本,这些患者代表了从门诊到危重症的广泛疾病状态,以及23名未感染新冠肺炎的健康插管患者的样本。我们使用标准鼻咽拭子收集活细胞,并进行单细胞RNA测序(scRNA-seq),同时对宿主和病毒RNA进行分析。我们发现,感染SARS-CoV-2后,上呼吸道上皮会发生大规模重组:分泌细胞多样化并扩张,成熟上皮细胞优先丢失。此外,我们观察到有证据表明双体小体细胞和未成熟纤毛细胞扩张,这可能代表通过分泌细胞分化耦合来积极补充丢失的纤毛细胞。轻度/中度新冠肺炎患者的上皮细胞显示出与抗病毒和I型干扰素反应相关基因的广泛诱导。相比之下,有严重下呼吸道症状患者的细胞尽管局部炎症性髓样细胞群体显著增多且鼻腔病毒载量相当,但其抗病毒能力在整体上似乎受到抑制。这表明内在的局部上皮免疫在抑制和限制病毒诱导的病理过程中起着至关重要的作用。我们使用定制的计算流程对与细胞相关的SARS-CoV-2 RNA进行了表征,并鉴定出具有强烈提示活跃复制的RNA中间体的罕见细胞。在个体内部和个体之间,我们发现SARS-CoV-2 RNA+宿主细胞之间存在显著的多样性和异质性,包括发育中的/未成熟的和干扰素反应性纤毛细胞、“小丘”样细胞,以及分泌细胞、杯状细胞和鳞状细胞的独特亚群。最后,与未感染的旁观者细胞相比,SARS-CoV-2 RNA+细胞中参与感染易感性(如 , )或反应(如 , , )的基因富集。总之,这项工作定义了宿主对SARS-CoV-2的保护性和有害反应,确定了感染的直接病毒靶标,并表明鼻黏膜中抗病毒上皮免疫功能的失败可能是进展为重症新冠肺炎的基础。