Correlation Analysis between the Viral Load and the Progression of COVID-19
Objectives. This study is aimed at exploring the relationship of the viral load of coronavirus disease 2019 (COVID-19) with lymphocyte count, neutrophil count, and C-reactive protein (CRP) and investigating the dynamic change of patients’ viral load during the conversion from mild COVID-19 to severe...
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Series: | Computational and Mathematical Methods in Medicine |
Online Access: | http://dx.doi.org/10.1155/2021/9926249 |
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doaj-4d22eb4a81374ddd88be98990a41ebec2021-06-21T02:25:42ZengHindawi LimitedComputational and Mathematical Methods in Medicine1748-67182021-01-01202110.1155/2021/9926249Correlation Analysis between the Viral Load and the Progression of COVID-19Wenyu Chen0Qinfeng Xiao1Zhixian Fang2Xiaodong Lv3Ming Yao4Min Deng5Department of RespirationDepartment of RespirationDepartment of RespirationDepartment of RespirationCenter for Pain MedicineDepartment of Infectious DiseaseObjectives. This study is aimed at exploring the relationship of the viral load of coronavirus disease 2019 (COVID-19) with lymphocyte count, neutrophil count, and C-reactive protein (CRP) and investigating the dynamic change of patients’ viral load during the conversion from mild COVID-19 to severe COVID-19, so as to clarify the correlation between the viral load and progression of COVID-19. Methods. This paper included 38 COVID-19 patients admitted to the First Hospital of Jiaxing from January 28, 2020, to March 6, 2020, and they were clinically classified according to the Guidelines on the Novel Coronavirus-Infected Pneumonia Diagnosis and Treatment. According to the instructions of the Nucleic Acid Detection Kit for the 2019 novel coronavirus (SARS-CoV-2), respiratory tract specimens (throat swabs) were collected from patients for nucleic acid testing. Patients’ lymphocyte count and neutrophil count were determined by blood routine examination, and CRP was measured by biochemical test. Results. The results of our study suggested that the cycle threshold (Ct) value of Nucleocapsid protein (N) gene examined by nucleic acid test was markedly positively correlated with lymphocyte count (p=0.0445, R2=0.1203), but negatively correlated with neutrophil count (p=0.0446, R2=0.1167) and CRP (p=0.0393, R2=0.1261), which indicated that patients with a higher viral load tended to have lower lymphocyte count but higher neutrophil count and CRP. Additionally, we detected the dynamic change of Ct value in patients who developed into a severe case, finding that viral load of 3 patients increased before disease progression, whereas this phenomenon was not found in 2 patients with underlying diseases. Conclusion. The results of this study demonstrated that viral load of SARS-CoV-2 is significantly negatively correlated with lymphocyte count, but markedly positively correlated with neutrophil count and CRP. The rise of viral load is very likely to be the key factor leading to the overloading of the body’s immune response and resulting in the disease progression into severe disease.http://dx.doi.org/10.1155/2021/9926249 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Wenyu Chen Qinfeng Xiao Zhixian Fang Xiaodong Lv Ming Yao Min Deng |
spellingShingle |
Wenyu Chen Qinfeng Xiao Zhixian Fang Xiaodong Lv Ming Yao Min Deng Correlation Analysis between the Viral Load and the Progression of COVID-19 Computational and Mathematical Methods in Medicine |
author_facet |
Wenyu Chen Qinfeng Xiao Zhixian Fang Xiaodong Lv Ming Yao Min Deng |
author_sort |
Wenyu Chen |
title |
Correlation Analysis between the Viral Load and the Progression of COVID-19 |
title_short |
Correlation Analysis between the Viral Load and the Progression of COVID-19 |
title_full |
Correlation Analysis between the Viral Load and the Progression of COVID-19 |
title_fullStr |
Correlation Analysis between the Viral Load and the Progression of COVID-19 |
title_full_unstemmed |
Correlation Analysis between the Viral Load and the Progression of COVID-19 |
title_sort |
correlation analysis between the viral load and the progression of covid-19 |
publisher |
Hindawi Limited |
series |
Computational and Mathematical Methods in Medicine |
issn |
1748-6718 |
publishDate |
2021-01-01 |
description |
Objectives. This study is aimed at exploring the relationship of the viral load of coronavirus disease 2019 (COVID-19) with lymphocyte count, neutrophil count, and C-reactive protein (CRP) and investigating the dynamic change of patients’ viral load during the conversion from mild COVID-19 to severe COVID-19, so as to clarify the correlation between the viral load and progression of COVID-19. Methods. This paper included 38 COVID-19 patients admitted to the First Hospital of Jiaxing from January 28, 2020, to March 6, 2020, and they were clinically classified according to the Guidelines on the Novel Coronavirus-Infected Pneumonia Diagnosis and Treatment. According to the instructions of the Nucleic Acid Detection Kit for the 2019 novel coronavirus (SARS-CoV-2), respiratory tract specimens (throat swabs) were collected from patients for nucleic acid testing. Patients’ lymphocyte count and neutrophil count were determined by blood routine examination, and CRP was measured by biochemical test. Results. The results of our study suggested that the cycle threshold (Ct) value of Nucleocapsid protein (N) gene examined by nucleic acid test was markedly positively correlated with lymphocyte count (p=0.0445, R2=0.1203), but negatively correlated with neutrophil count (p=0.0446, R2=0.1167) and CRP (p=0.0393, R2=0.1261), which indicated that patients with a higher viral load tended to have lower lymphocyte count but higher neutrophil count and CRP. Additionally, we detected the dynamic change of Ct value in patients who developed into a severe case, finding that viral load of 3 patients increased before disease progression, whereas this phenomenon was not found in 2 patients with underlying diseases. Conclusion. The results of this study demonstrated that viral load of SARS-CoV-2 is significantly negatively correlated with lymphocyte count, but markedly positively correlated with neutrophil count and CRP. The rise of viral load is very likely to be the key factor leading to the overloading of the body’s immune response and resulting in the disease progression into severe disease. |
url |
http://dx.doi.org/10.1155/2021/9926249 |
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