The VIP Department, School and Hospital of Stomatology, China Medical University, Liaoning Provincial Key Laboratory of Oral Diseases, 110002 Shenyang, Liaoning, China.
Department of Emergency and General, Dalian Stomatological Hospital, 116083 Dalian, Liaoning, China.
Front Biosci (Landmark Ed). 2021 Oct 30;26(10):740-751. doi: 10.52586/4984.
: To quantify the integrated levels of ACE2 and TMPRSS2, the two well-recognized severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) entry-related genes, and to further identify key factors contributing to SARS-CoV-2 susceptibility in head and neck squamous cell carcinoma (HNSC). : We developed a metric of the potential for tissue infected with SARS-CoV-2 ("TPSI") based on ACE2 and TMPRSS2 transcript levels and compared TPSI levels between tumor and matched normal tissues across 11 tumor types. For further analysis of HNSC, weighted gene co-expression network analysis (WGCNA), functional analysis, and single sample gene set enrichment analysis (ssGSEA) were conducted to investigate TPSI-relevant biological processes and their relationship with the immune landscape. TPSI-related factors were identified from clinical and mutational domains, followed by lasso regression to determine their relative effects on TPSI levels. : TPSI levels in tumors were generally lower than in the normal tissues. In HNSC, the genes highly associated with TPSI were enriched in viral entry-related processes, and TPSI levels were positively correlated with both eosinophils and T helper 17 (Th17) cell infiltration. Furthermore, the site of onset, human papillomaviruses (HPV) status, and nuclear receptor binding SET domain protein 1 (NSD1) mutations were identified as the most important factors shaping TPSI levels. : This study identified the infection risk of SARS-CoV-2 between tumor and normal tissues, and provided evidence for the risk stratification of HNSC.
: 为了量化 ACE2 和 TMPRSS2 这两个公认的严重急性呼吸综合征冠状病毒 2(SARS-CoV-2)进入相关基因的综合水平,并进一步确定导致头颈部鳞状细胞癌(HNSC)易感染 SARS-CoV-2 的关键因素。我们开发了一种基于 ACE2 和 TMPRSS2 转录水平的 SARS-CoV-2 感染组织潜力指标(TPSI),并比较了 11 种肿瘤类型中肿瘤和匹配正常组织之间的 TPSI 水平。为了进一步分析 HNSC,我们进行了加权基因共表达网络分析(WGCNA)、功能分析和单样本基因集富集分析(ssGSEA),以研究与 TPSI 相关的生物学过程及其与免疫景观的关系。从临床和突变领域中确定了与 TPSI 相关的因素,然后进行套索回归以确定它们对 TPSI 水平的相对影响。肿瘤中的 TPSI 水平通常低于正常组织。在 HNSC 中,与 TPSI 高度相关的基因富集在病毒进入相关过程中,TPSI 水平与嗜酸性粒细胞和 T 辅助 17(Th17)细胞浸润呈正相关。此外,发病部位、人乳头瘤病毒(HPV)状态和核受体结合 SET 域蛋白 1(NSD1)突变被确定为塑造 TPSI 水平的最重要因素。这项研究确定了肿瘤和正常组织之间 SARS-CoV-2 的感染风险,并为 HNSC 的风险分层提供了证据。