Transcriptome Analysis of Peripheral Blood Mononuclear Cells Reveals Distinct Immune Response in Asymptomatic and Re-Detectable Positive COVID-19 Patients
The existence of asymptomatic and re-detectable positive coronavirus disease 2019 (COVID-19) patients presents the disease control challenges of COVID-19. Most studies on immune responses in COVID-19 have focused on moderately or severely symptomatic patients; however, little is known about the immu...
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Frontiers Media S.A.
2021-07-01
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Series: | Frontiers in Immunology |
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Online Access: | https://www.frontiersin.org/articles/10.3389/fimmu.2021.716075/full |
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doaj-469f5c50a64242159f027ce7398e4dcc |
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record_format |
Article |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jiaqi Zhang Jiaqi Zhang Dongzi Lin Kui Li Xiangming Ding Lin Li Yuntao Liu Dongdong Liu Jing Lin Xiangyun Teng Yizhe Li Ming Liu Jian Shen Xiaodan Wang Dan He Yaling Shi Dawei Wang Jianhua Xu |
spellingShingle |
Jiaqi Zhang Jiaqi Zhang Dongzi Lin Kui Li Xiangming Ding Lin Li Yuntao Liu Dongdong Liu Jing Lin Xiangyun Teng Yizhe Li Ming Liu Jian Shen Xiaodan Wang Dan He Yaling Shi Dawei Wang Jianhua Xu Transcriptome Analysis of Peripheral Blood Mononuclear Cells Reveals Distinct Immune Response in Asymptomatic and Re-Detectable Positive COVID-19 Patients Frontiers in Immunology COVID-19 SARS-CoV-2 asymptomatic re-detectable positive immune response |
author_facet |
Jiaqi Zhang Jiaqi Zhang Dongzi Lin Kui Li Xiangming Ding Lin Li Yuntao Liu Dongdong Liu Jing Lin Xiangyun Teng Yizhe Li Ming Liu Jian Shen Xiaodan Wang Dan He Yaling Shi Dawei Wang Jianhua Xu |
author_sort |
Jiaqi Zhang |
title |
Transcriptome Analysis of Peripheral Blood Mononuclear Cells Reveals Distinct Immune Response in Asymptomatic and Re-Detectable Positive COVID-19 Patients |
title_short |
Transcriptome Analysis of Peripheral Blood Mononuclear Cells Reveals Distinct Immune Response in Asymptomatic and Re-Detectable Positive COVID-19 Patients |
title_full |
Transcriptome Analysis of Peripheral Blood Mononuclear Cells Reveals Distinct Immune Response in Asymptomatic and Re-Detectable Positive COVID-19 Patients |
title_fullStr |
Transcriptome Analysis of Peripheral Blood Mononuclear Cells Reveals Distinct Immune Response in Asymptomatic and Re-Detectable Positive COVID-19 Patients |
title_full_unstemmed |
Transcriptome Analysis of Peripheral Blood Mononuclear Cells Reveals Distinct Immune Response in Asymptomatic and Re-Detectable Positive COVID-19 Patients |
title_sort |
transcriptome analysis of peripheral blood mononuclear cells reveals distinct immune response in asymptomatic and re-detectable positive covid-19 patients |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Immunology |
issn |
1664-3224 |
publishDate |
2021-07-01 |
description |
The existence of asymptomatic and re-detectable positive coronavirus disease 2019 (COVID-19) patients presents the disease control challenges of COVID-19. Most studies on immune responses in COVID-19 have focused on moderately or severely symptomatic patients; however, little is known about the immune response in asymptomatic and re-detectable positive (RP) patients. Here we performed a comprehensive analysis of the transcriptomic profiles of peripheral blood mononuclear cells (PBMCs) from 48 COVID-19 patients which included 8 asymptomatic, 13 symptomatic, 15 recovered and 12 RP patients. The weighted gene co-expression network analysis (WGCNA) identified six co-expression modules, of which the turquoise module was positively correlated with the asymptomatic, symptomatic, and recovered COVID-19 patients. The red module positively correlated with symptomatic patients only and the blue and brown modules positively correlated with the RP patients. The analysis by single sample gene set enrichment analysis (ssGSEA) revealed a lower level of IFN response and complement activation in the asymptomatic patients compared with the symptomatic, indicating a weaker immune response of the PBMCs in the asymptomatic patients. In addition, gene set enrichment analysis (GSEA) analysis showed the enrichment of TNFα/NF-κB and influenza infection in the RP patients compared with the recovered patients, indicating a hyper-inflammatory immune response in the PBMC of RP patients. Thus our findings could extend our understanding of host immune response during the progression of COVID-19 disease and assist clinical management and the immunotherapy development for COVID-19. |
topic |
COVID-19 SARS-CoV-2 asymptomatic re-detectable positive immune response |
url |
https://www.frontiersin.org/articles/10.3389/fimmu.2021.716075/full |
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doaj-469f5c50a64242159f027ce7398e4dcc2021-07-29T16:57:47ZengFrontiers Media S.A.Frontiers in Immunology1664-32242021-07-011210.3389/fimmu.2021.716075716075Transcriptome Analysis of Peripheral Blood Mononuclear Cells Reveals Distinct Immune Response in Asymptomatic and Re-Detectable Positive COVID-19 PatientsJiaqi Zhang0Jiaqi Zhang1Dongzi Lin2Kui Li3Xiangming Ding4Lin Li5Yuntao Liu6Dongdong Liu7Jing Lin8Xiangyun Teng9Yizhe Li10Ming Liu11Jian Shen12Xiaodan Wang13Dan He14Yaling Shi15Dawei Wang16Jianhua Xu17Department of Laboratory Medicine, Shunde Hospital of Guangzhou University of Chinese Medicine, Foshan, ChinaDepartment of Laboratory Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, ChinaDepartment of Laboratory Medicine, The Fourth People’s Hospital of Foshan, Foshan, ChinaDepartment of Translational Medicine Research Institute, Guangzhou Huayin Medical Laboratory Center, Ltd, Guangzhou, ChinaDepartment of Bioinformatics, Guangzhou Geneseed Biotech Co., Ltd, Guangzhou, ChinaDepartment of Laboratory Medicine, Shunde Hospital of Guangzhou University of Chinese Medicine, Foshan, ChinaEmergency Department, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, ChinaDepartment of Laboratory Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, ChinaDepartment of Clinical Laboratory, The First People’s Hospital of Foshan, Foshan, ChinaDepartment of Laboratory Medicine, Shunde Hospital of Guangzhou University of Chinese Medicine, Foshan, ChinaDepartment of Laboratory Medicine, Shunde Hospital of Guangzhou University of Chinese Medicine, Foshan, ChinaDepartment of Bioinformatics, Guangzhou Geneseed Biotech Co., Ltd, Guangzhou, ChinaDepartment of Bioinformatics, Guangzhou Geneseed Biotech Co., Ltd, Guangzhou, ChinaDepartment of Translational Medicine Research Institute, Guangzhou Huayin Medical Laboratory Center, Ltd, Guangzhou, ChinaDepartment of Translational Medicine Research Institute, Guangzhou Huayin Medical Laboratory Center, Ltd, Guangzhou, ChinaDepartment of Laboratory Medicine, Guangzhou Eighth People’s Hospital, Guangzhou Medical University, Guangzhou, ChinaDepartment of Pulmonary and Critical Care Medicine, Shunde Hospital of Guangzhou University of Chinese Medicine, Foshan, ChinaDepartment of Laboratory Medicine, Shunde Hospital of Guangzhou University of Chinese Medicine, Foshan, ChinaThe existence of asymptomatic and re-detectable positive coronavirus disease 2019 (COVID-19) patients presents the disease control challenges of COVID-19. Most studies on immune responses in COVID-19 have focused on moderately or severely symptomatic patients; however, little is known about the immune response in asymptomatic and re-detectable positive (RP) patients. Here we performed a comprehensive analysis of the transcriptomic profiles of peripheral blood mononuclear cells (PBMCs) from 48 COVID-19 patients which included 8 asymptomatic, 13 symptomatic, 15 recovered and 12 RP patients. The weighted gene co-expression network analysis (WGCNA) identified six co-expression modules, of which the turquoise module was positively correlated with the asymptomatic, symptomatic, and recovered COVID-19 patients. The red module positively correlated with symptomatic patients only and the blue and brown modules positively correlated with the RP patients. The analysis by single sample gene set enrichment analysis (ssGSEA) revealed a lower level of IFN response and complement activation in the asymptomatic patients compared with the symptomatic, indicating a weaker immune response of the PBMCs in the asymptomatic patients. In addition, gene set enrichment analysis (GSEA) analysis showed the enrichment of TNFα/NF-κB and influenza infection in the RP patients compared with the recovered patients, indicating a hyper-inflammatory immune response in the PBMC of RP patients. Thus our findings could extend our understanding of host immune response during the progression of COVID-19 disease and assist clinical management and the immunotherapy development for COVID-19.https://www.frontiersin.org/articles/10.3389/fimmu.2021.716075/fullCOVID-19SARS-CoV-2asymptomaticre-detectable positiveimmune response |