由严重急性呼吸综合征冠状病毒2(SARS-CoV-2)引起的2019冠状病毒传染病(COVID-19)中人类宿主基因和蛋白质的功能障碍是影响临床症状和结果的关键因素。然而,对人类宿主免疫反应的详细了解仍然不完整。这里,我们对94例有或无血液肿瘤的COVID-19患者以及COVID-19未感染的非肿瘤个体进行了RNA测序,以获得血液肿瘤患者和非肿瘤个体的全面转录组景观.在我们的分析中,我们进一步解释了人类-SARS-CoV-2蛋白相互作用组,人类蛋白质相互作用组,和人类蛋白质复合物子网络,以了解SARS-CoV-2感染和宿主免疫反应的机制。我们的数据集使我们能够鉴定血液肿瘤和非肿瘤个体中SARS-CoV-2感染后重要的SARS-CoV-2(非)靶向差异表达基因和复合物。我们发现了几个独特的差异表达基因,配合物,和功能/途径,如凝血(APOE,SERPINE1、SERPINE2和TFPI),脂蛋白颗粒重塑(APOC2,APOE,和CETP),和pro-B细胞分化(IGHM,血液肿瘤患者在COVID-19感染期间的VPREB1和IGLL1)。特别是,APOE,与血液凝固和脂蛋白颗粒重塑相关的基因,不仅在SARS-CoV-2感染后的血液肿瘤患者中上调,而且在急性死亡的血液肿瘤患者中也显着表达,为设计专门针对血液肿瘤患者的COVID-19的未来治疗策略提供线索。我们的数据为了解COVID-19在免疫功能低下患者中的具体发病机制提供了丰富的资源,比如那些患有血液恶性肿瘤的人,并开发有效的COVID-19疗法。
目标:以前的大多数研究都集中在具有正常免疫力的人的2019冠状病毒传染病(COVID-19)疾病严重程度的表征,而COVID-19在免疫受损人群中的特征仍然有限。我们的研究概述了血液肿瘤患者和非肿瘤个体中严重急性呼吸综合征冠状病毒2(SARS-CoV-2)感染后转录组景观的变化。此外,我们对相互作用组的综合和比较系统生物学分析,complexome,和转录组提供了对COVID-19肿瘤特异性发病机制的新见解。我们的发现证实,SARS-CoV-2可能倾向于靶向更多的非功能性宿主蛋白,从而间接影响血液肿瘤患者的宿主免疫反应。确定的独特基因,配合物,功能/途径,血液肿瘤患者SARS-CoV-2感染后的表达模式增加了我们对SARS-CoV-2如何操纵宿主分子机制的理解。我们观察到的正常/长期感染和死亡的COVID-19患者的差异基因/复合物和临床指标为理解血液肿瘤中COVID-19进展的机制提供了线索。最后,我们的研究提供了一个重要的数据资源,支持将可公开访问的数据集应用于公共卫生的价值不断提高.
A dysfunction of human host genes and proteins in coronavirus infectious disease 2019 (COVID-19) caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a key factor impacting clinical symptoms and outcomes. Yet, a detailed understanding of human host immune responses is still incomplete. Here, we applied RNA sequencing to 94 samples of COVID-19 patients with and without hematological tumors as well as COVID-19 uninfected non-tumor individuals to obtain a comprehensive transcriptome landscape of both hematological tumor patients and non-tumor individuals. In our analysis, we further accounted for the human-SARS-CoV-2 protein interactome, human protein interactome, and human protein complex subnetworks to understand the mechanisms of SARS-CoV-2 infection and host immune responses. Our data sets enabled us to identify important SARS-CoV-2 (non-)targeted differentially expressed genes and complexes post-SARS-CoV-2 infection in both hematological tumor and non-tumor individuals. We found several unique differentially expressed genes, complexes, and functions/pathways such as blood coagulation (APOE, SERPINE1, SERPINE2, and TFPI), lipoprotein particle remodeling (APOC2, APOE, and CETP), and pro-B cell differentiation (IGHM, VPREB1, and IGLL1) during COVID-19 infection in patients with hematological tumors. In particular, APOE, a gene that is associated with both blood coagulation and lipoprotein particle remodeling, is not only upregulated in hematological tumor patients post-SARS-CoV-2 infection but also significantly expressed in acute dead patients with hematological tumors, providing clues for the design of future therapeutic strategies specifically targeting COVID-19 in patients with hematological tumors. Our data provide a rich resource for understanding the specific pathogenesis of COVID-19 in immunocompromised patients, such as those with hematological malignancies, and developing effective therapeutics for COVID-19.
OBJECTIVE: A majority of previous studies focused on the characterization of coronavirus infectious disease 2019 (COVID-19) disease severity in people with normal immunity, while the characterization of COVID-19 in immunocompromised populations is still limited. Our study profiles changes in the transcriptome landscape post-severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection in hematological tumor patients and non-tumor individuals. Furthermore, our integrative and comparative systems biology analysis of the interactome, complexome, and transcriptome provides new insights into the tumor-specific pathogenesis of COVID-19. Our findings confirm that SARS-CoV-2 potentially tends to target more non-functional host proteins to indirectly affect host immune responses in hematological tumor patients. The identified unique genes, complexes, functions/pathways, and expression patterns post-SARS-CoV-2 infection in patients with hematological tumors increase our understanding of how SARS-CoV-2 manipulates the host molecular mechanism. Our observed differential genes/complexes and clinical indicators of normal/long infection and deceased COVID-19 patients provide clues for understanding the mechanism of COVID-19 progression in hematological tumors. Finally, our study provides an important data resource that supports the increasing value of the application of publicly accessible data sets to public health.