{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T14:30:57Z","timestamp":1762353057778,"version":"3.40.5"},"reference-count":32,"publisher":"Wiley","license":[{"start":{"date-parts":[[2021,6,8]],"date-time":"2021-06-08T00:00:00Z","timestamp":1623110400000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"General Research Project of Zhejiang Provincial Department of Education","award":["Y202043729","2019-zc-02","2019-zc-04","2020GZ30001"],"award-info":[{"award-number":["Y202043729","2019-zc-02","2019-zc-04","2020GZ30001"]}]},{"name":"Jiaxing Medical Key Discipline (infectious diseases) Project","award":["Y202043729","2019-zc-02","2019-zc-04","2020GZ30001"],"award-info":[{"award-number":["Y202043729","2019-zc-02","2019-zc-04","2020GZ30001"]}]},{"name":"Jiaxing Key Laboratory of Lung Cancer Precise Treatment","award":["Y202043729","2019-zc-02","2019-zc-04","2020GZ30001"],"award-info":[{"award-number":["Y202043729","2019-zc-02","2019-zc-04","2020GZ30001"]}]},{"name":"Key Discipline of Jiaxing Respiratory Medicine Construction Project","award":["Y202043729","2019-zc-02","2019-zc-04","2020GZ30001"],"award-info":[{"award-number":["Y202043729","2019-zc-02","2019-zc-04","2020GZ30001"]}]},{"name":"Jiaxing Fight Novel Coronavirus Pneumonia Emergency Technology Attack Special Project in 2020","award":["Y202043729","2019-zc-02","2019-zc-04","2020GZ30001"],"award-info":[{"award-number":["Y202043729","2019-zc-02","2019-zc-04","2020GZ30001"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Computational and Mathematical Methods in Medicine"],"published-print":{"date-parts":[[2021,6,8]]},"abstract":"<jats:p>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\u2019 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\u2019 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 (<jats:inline-formula>\n                     <a:math xmlns:a=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" id=\"M1\">\n                        <a:mi>p<\/a:mi>\n                        <a:mo>=<\/a:mo>\n                        <a:mn>0.0445<\/a:mn>\n                     <\/a:math>\n                  <\/jats:inline-formula>, <jats:inline-formula>\n                     <c:math xmlns:c=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" id=\"M2\">\n                        <c:msup>\n                           <c:mrow>\n                              <c:mi>R<\/c:mi>\n                           <\/c:mrow>\n                           <c:mrow>\n                              <c:mn>2<\/c:mn>\n                           <\/c:mrow>\n                        <\/c:msup>\n                        <c:mo>=<\/c:mo>\n                        <c:mn>0.1203<\/c:mn>\n                     <\/c:math>\n                  <\/jats:inline-formula>), but negatively correlated with neutrophil count (<jats:inline-formula>\n                     <e:math xmlns:e=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" id=\"M3\">\n                        <e:mi>p<\/e:mi>\n                        <e:mo>=<\/e:mo>\n                        <e:mn>0.0446<\/e:mn>\n                     <\/e:math>\n                  <\/jats:inline-formula>, <jats:inline-formula>\n                     <g:math xmlns:g=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" id=\"M4\">\n                        <g:msup>\n                           <g:mrow>\n                              <g:mi>R<\/g:mi>\n                           <\/g:mrow>\n                           <g:mrow>\n                              <g:mn>2<\/g:mn>\n                           <\/g:mrow>\n                        <\/g:msup>\n                        <g:mo>=<\/g:mo>\n                        <g:mn>0.1167<\/g:mn>\n                     <\/g:math>\n                  <\/jats:inline-formula>) and CRP (<jats:inline-formula>\n                     <i:math xmlns:i=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" id=\"M5\">\n                        <i:mi>p<\/i:mi>\n                        <i:mo>=<\/i:mo>\n                        <i:mn>0.0393<\/i:mn>\n                     <\/i:math>\n                  <\/jats:inline-formula>, <jats:inline-formula>\n                     <k:math xmlns:k=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" id=\"M6\">\n                        <k:msup>\n                           <k:mrow>\n                              <k:mi>R<\/k:mi>\n                           <\/k:mrow>\n                           <k:mrow>\n                              <k:mn>2<\/k:mn>\n                           <\/k:mrow>\n                        <\/k:msup>\n                        <k:mo>=<\/k:mo>\n                        <k:mn>0.1261<\/k:mn>\n                     <\/k:math>\n                  <\/jats:inline-formula>), 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\u2019s immune response and resulting in the disease progression into severe disease.<\/jats:p>","DOI":"10.1155\/2021\/9926249","type":"journal-article","created":{"date-parts":[[2021,6,9]],"date-time":"2021-06-09T16:06:44Z","timestamp":1623254804000},"page":"1-7","source":"Crossref","is-referenced-by-count":5,"title":["Correlation Analysis between the Viral Load and the Progression of COVID-19"],"prefix":"10.1155","volume":"2021","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0412-2913","authenticated-orcid":true,"given":"Wenyu","family":"Chen","sequence":"first","affiliation":[{"name":"Department of Respiration, Affiliated Hospital of Jiaxing University\/The First Hospital of Jiaxing, Jiaxing 314000, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0654-5330","authenticated-orcid":true,"given":"Qinfeng","family":"Xiao","sequence":"additional","affiliation":[{"name":"Department of Respiration, Affiliated Hospital of Jiaxing University\/The First Hospital of Jiaxing, Jiaxing 314000, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7116-940X","authenticated-orcid":true,"given":"Zhixian","family":"Fang","sequence":"additional","affiliation":[{"name":"Department of Respiration, Affiliated Hospital of Jiaxing University\/The First Hospital of Jiaxing, Jiaxing 314000, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5218-0945","authenticated-orcid":true,"given":"Xiaodong","family":"Lv","sequence":"additional","affiliation":[{"name":"Department of Respiration, Affiliated Hospital of Jiaxing University\/The First Hospital of Jiaxing, Jiaxing 314000, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3014-0560","authenticated-orcid":true,"given":"Ming","family":"Yao","sequence":"additional","affiliation":[{"name":"Center for Pain Medicine, Affiliated Hospital of Jiaxing University\/The First Hospital of Jiaxing, Jiaxing 314000, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6432-3202","authenticated-orcid":true,"given":"Min","family":"Deng","sequence":"additional","affiliation":[{"name":"Department of Infectious Disease, Affiliated Hospital of Jiaxing University\/The First Hospital of Jiaxing, Jiaxing 314000, 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