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Published in: European Journal of Clinical Microbiology & Infectious Diseases 6/2021

01-06-2021 | SARS-CoV-2 | Original Article

Impact of viral load at admission on the development of respiratory failure in hospitalized patients with SARS-CoV-2 infection

Authors: Cristina de la Calle, Antonio Lalueza, Mikel Mancheño-Losa, Guillermo Maestro-de la Calle, Jaime Lora-Tamayo, Estibaliz Arrieta, Ana García-Reyne, Irene Losada, Borja de Miguel, Raquel Díaz-Simón, Francisco López-Medrano, Mario Fernández-Ruiz, Octavio Carretero, Rafael San Juan, José María Aguado, Carlos Lumbreras

Published in: European Journal of Clinical Microbiology & Infectious Diseases | Issue 6/2021

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Abstract

The aim of our study was to elucidate if SARS-CoV-2 viral load on admission, measured by real-time reverse transcriptase–polymerase chain reaction (rRT-PCR) cycle threshold (Ct) value on nasopharyngeal samples, was a marker of disease severity. All hospitalized adult patients with a diagnosis of SARS-CoV-2 infection by rRT-PCR performed on a nasopharingeal sample from March 1 to March 18 in our institution were included. The study population was divided according to the Ct value obtained upon admission in patients with high viral load (Ct < 25), intermediate viral load (Ct: 25–30) and low viral load (Ct > 30). Demographic, clinical and laboratory variables of the different groups were analyzed to assess the influence of viral load on the development of respiratory failure during admission. Overall, 455 sequential patients were included. The median Ct value was 28 (IQR: 24–32). One hundred and thirty patients (28.6%) had a high viral load, 175 (38.5%) an intermediate viral load and 150 (33%) a low viral load. Advanced age, male sex, presence of cardiovascular disease and laboratory markers such as lactate dehydrogenase, lymphocyte count and C-reactive protein, as well as a high viral load on admission, were predictive of respiratory failure. A Ct value < 25 was associated with a higher risk of respiratory failure during admission (OR: 2.99, 95%IC: 1.57–5.69). SARS-CoV-2 viral load, measured through the Ct value on admission, is a valuable tool to predict the development of respiratory failure in COVID-19 inpatients.
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Literature
2.
go back to reference Guan WJ, Ni ZY, Hu Y, Liang WH, Ou CQ, He JX et al (2020) Clinical characteristics of coronavirus disease 2019 in China. N Engl J Med 382(18):1708–1720CrossRef Guan WJ, Ni ZY, Hu Y, Liang WH, Ou CQ, He JX et al (2020) Clinical characteristics of coronavirus disease 2019 in China. N Engl J Med 382(18):1708–1720CrossRef
3.
go back to reference Wu C, Chen X, Cai Y, Xia J, Zhou X, Xu S et al. Risk factors associated with acute respiratory distress syndrome and death in patients with coronavirus disease 2019 pneumonia in Wuhan, China. JAMA Intern Med. 2020 Mar 13 Wu C, Chen X, Cai Y, Xia J, Zhou X, Xu S et al. Risk factors associated with acute respiratory distress syndrome and death in patients with coronavirus disease 2019 pneumonia in Wuhan, China. JAMA Intern Med. 2020 Mar 13
4.
go back to reference Ruan Q, Yang K, Wang W, Jiang L, Song J (2020) Clinical predictors of mortality due to COVID-19 based on an analysis of data of 150 patients from Wuhan, China. Intensive Care Medicine 3:1–3 Ruan Q, Yang K, Wang W, Jiang L, Song J (2020) Clinical predictors of mortality due to COVID-19 based on an analysis of data of 150 patients from Wuhan, China. Intensive Care Medicine 3:1–3
5.
go back to reference Huang J-T, Ran R-X, Lv Z-H, Feng L-N, Ran C-Y, Tong Y-Q et al (2020) Chronological changes of viral shedding in adult inpatients with COVID-19 in Wuhan, China. Clin Infect Dis 23:ciaa631 Online ahead of print Huang J-T, Ran R-X, Lv Z-H, Feng L-N, Ran C-Y, Tong Y-Q et al (2020) Chronological changes of viral shedding in adult inpatients with COVID-19 in Wuhan, China. Clin Infect Dis 23:ciaa631 Online ahead of print
6.
go back to reference Liu Y, Liao W, Wan L, Xiang T, Zhang W. Correlation between relative nasopharyngeal virus RNA load and lymphocyte count disease severity in patients with COVID-19. Viral Immunol. 2020 Apr 10 Liu Y, Liao W, Wan L, Xiang T, Zhang W. Correlation between relative nasopharyngeal virus RNA load and lymphocyte count disease severity in patients with COVID-19. Viral Immunol. 2020 Apr 10
7.
go back to reference Magleby R, Westblade LF, Trzebucki A, Simon MS, Rajan M, Park J et al (2020) Impact of SARS-CoV-2 viral load on risk of intubation and mortality among hospitalized patients with coronavirus disease 2019. Clin Infect Dis Magleby R, Westblade LF, Trzebucki A, Simon MS, Rajan M, Park J et al (2020) Impact of SARS-CoV-2 viral load on risk of intubation and mortality among hospitalized patients with coronavirus disease 2019. Clin Infect Dis
8.
go back to reference Corman VM, Landt O, Kaiser M, Molenkamp R, Meijer A, Chu DK, et al. (2020) Detection of 2019 novel coronavirus (2019-nCoV) by real-time RT-PCR. Euro Surveill. Jan;25(3) Corman VM, Landt O, Kaiser M, Molenkamp R, Meijer A, Chu DK, et al. (2020) Detection of 2019 novel coronavirus (2019-nCoV) by real-time RT-PCR. Euro Surveill. Jan;25(3)
9.
go back to reference Ginzinger DG (2002) Gene quantification using real-time quantitative PCR: an emerging technology hits the mainstream. Exp Hematol 30(6):503–512 Ginzinger DG (2002) Gene quantification using real-time quantitative PCR: an emerging technology hits the mainstream. Exp Hematol 30(6):503–512
10.
go back to reference Singer M, Deutschman CS, Seymour CW, Shankar-Hari M, Annane D, Bauer M et al (2016) The Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3). JAMA 315(8):801–810 Singer M, Deutschman CS, Seymour CW, Shankar-Hari M, Annane D, Bauer M et al (2016) The Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3). JAMA 315(8):801–810
11.
go back to reference Bernard GR, Artigas A, Brigham KL, Carlet J, Falke K, Hudson L et al. (1994) The American-European Consensus Conference on ARDS. Definitions, mechanisms, relevant outcomes, and clinical trial coordination. Am J Respir Crit Care Med 149(3 Pt 1):818–824 Bernard GR, Artigas A, Brigham KL, Carlet J, Falke K, Hudson L et al. (1994) The American-European Consensus Conference on ARDS. Definitions, mechanisms, relevant outcomes, and clinical trial coordination. Am J Respir Crit Care Med 149(3 Pt 1):818–824
12.
go back to reference Zheng S, Fan J, Yu F, Feng B, Lou B, Zou Q et al (2020) Viral load dynamics and disease severity in patients infected with SARS-CoV-2 in Zhejiang province, China, January–March 2020: retrospective cohort study. BMJ 369:m1443CrossRef Zheng S, Fan J, Yu F, Feng B, Lou B, Zou Q et al (2020) Viral load dynamics and disease severity in patients infected with SARS-CoV-2 in Zhejiang province, China, January–March 2020: retrospective cohort study. BMJ 369:m1443CrossRef
13.
go back to reference Xu T, Chen C, Zhu Z, Cui M, Chen C, Dai H et al (2020 May) Clinical features and dynamics of viral load in imported and non-imported patients with COVID-19. Int J Infect Dis 94:68–71CrossRef Xu T, Chen C, Zhu Z, Cui M, Chen C, Dai H et al (2020 May) Clinical features and dynamics of viral load in imported and non-imported patients with COVID-19. Int J Infect Dis 94:68–71CrossRef
14.
go back to reference To KK, Tsang OT, Leung WS, Tam AR, Wu TC, Lung DC et al (2020) Temporal profiles of viral load in posterior oropharyngeal saliva samples and serum antibody responses during infection by SARS-CoV-2: an observational cohort study. Lancet Infect Dis 20(5):565–574CrossRef To KK, Tsang OT, Leung WS, Tam AR, Wu TC, Lung DC et al (2020) Temporal profiles of viral load in posterior oropharyngeal saliva samples and serum antibody responses during infection by SARS-CoV-2: an observational cohort study. Lancet Infect Dis 20(5):565–574CrossRef
15.
go back to reference Liu Y, Yan LM, Wan L, Xiang TX, Le A, Liu JM (2020) Viral dynamics in mild and severe cases of COVID-19. Lancet Infect Dis 20(6):656–657CrossRef Liu Y, Yan LM, Wan L, Xiang TX, Le A, Liu JM (2020) Viral dynamics in mild and severe cases of COVID-19. Lancet Infect Dis 20(6):656–657CrossRef
16.
go back to reference Zou L, Ruan F, Huang M, Liang L, Huang H, Hong Z et al (2020) SARS-CoV-2 viral load in upper respiratory specimens of infected patients. N Engl J Med 382(12):1177–1179CrossRef Zou L, Ruan F, Huang M, Liang L, Huang H, Hong Z et al (2020) SARS-CoV-2 viral load in upper respiratory specimens of infected patients. N Engl J Med 382(12):1177–1179CrossRef
17.
go back to reference Chen Y, Shan K, Qian W. Asians do not exhibit elevated expression or unique genetic polymorphisms for ACE2, the cell-entry receptor of SARS-CoV-2. Feb 25, 2020 Chen Y, Shan K, Qian W. Asians do not exhibit elevated expression or unique genetic polymorphisms for ACE2, the cell-entry receptor of SARS-CoV-2. Feb 25, 2020
18.
go back to reference Zhou F, Yu T, Du R, Fan G, Liu Y, Liu Z et al (2020) Clinical course and risk factors for mortality of adult inpatients with COVID-19 in Wuhan, China: a retrospective cohort study. Lancet 395(10229):1054–1062CrossRef Zhou F, Yu T, Du R, Fan G, Liu Y, Liu Z et al (2020) Clinical course and risk factors for mortality of adult inpatients with COVID-19 in Wuhan, China: a retrospective cohort study. Lancet 395(10229):1054–1062CrossRef
19.
go back to reference Zacharioudakis I, Prasad P, Zervou F, Basu A, Inglima K, Weisenberg S et al. Association of SARS-CoV-2 genomic load with COVID-19 patient outcomes. Ann Am Thorac Soc 2020 Oct 29. Online ahead of print Zacharioudakis I, Prasad P, Zervou F, Basu A, Inglima K, Weisenberg S et al. Association of SARS-CoV-2 genomic load with COVID-19 patient outcomes. Ann Am Thorac Soc 2020 Oct 29. Online ahead of print
20.
go back to reference Westblade LF, Brar G, Pinheiro LC, Paidoussis D, Rajan M, Martin P et al. SARS-CoV-2 viral load predicts mortality in patients with and without cancer who are hospitalized with COVID-19. Cancer Cell. 2020 Sep 15 Westblade LF, Brar G, Pinheiro LC, Paidoussis D, Rajan M, Martin P et al. SARS-CoV-2 viral load predicts mortality in patients with and without cancer who are hospitalized with COVID-19. Cancer Cell. 2020 Sep 15
21.
go back to reference Yu X, Sun S, Shi Y, Wang H, Zhao R, Sheng J. SARS-CoV-2 viral load in sputum correlates with risk of COVID-19 progression. Crit Care. 2020 Apr 23;24(1):170 Yu X, Sun S, Shi Y, Wang H, Zhao R, Sheng J. SARS-CoV-2 viral load in sputum correlates with risk of COVID-19 progression. Crit Care. 2020 Apr 23;24(1):170
22.
go back to reference Argyropoulos KV, Serrano A, Hu J, Black M, Feng X, Shen G et al. Association of initial viral load in severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) patients with outcome and symptoms. The American Journal of Pathology. 2020 Jul 3 Argyropoulos KV, Serrano A, Hu J, Black M, Feng X, Shen G et al. Association of initial viral load in severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) patients with outcome and symptoms. The American Journal of Pathology. 2020 Jul 3
23.
go back to reference Yu F, Yan L, Wang N, Yang S, Wang L, Tang Y et al. Quantitative detection and viral load analysis of SARS-CoV-2 in infected patients. Clin Infect Dis. 2020 Mar 28 Yu F, Yan L, Wang N, Yang S, Wang L, Tang Y et al. Quantitative detection and viral load analysis of SARS-CoV-2 in infected patients. Clin Infect Dis. 2020 Mar 28
24.
go back to reference Huang Y, Chen S, Yang Z, Guan W, Liu D, Lin Z, Zhang Y, Xu Z, Liu X, Li Y. SARS-CoV-2 viral load in clinical samples from critically ill patients. Am J Respir Crit Care Med. 2020 Jun 1;201(11):1435–1438 Huang Y, Chen S, Yang Z, Guan W, Liu D, Lin Z, Zhang Y, Xu Z, Liu X, Li Y. SARS-CoV-2 viral load in clinical samples from critically ill patients. Am J Respir Crit Care Med. 2020 Jun 1;201(11):1435–1438
25.
go back to reference Ruan Q, Yang K, Wang W, Jiang L, Song J. Clinical predictors of mortality due to COVID-19 based on an analysis of data of 150 patients from Wuhan, China. Intensive Care Medicine. 2020 Mar 3: 1–3 Ruan Q, Yang K, Wang W, Jiang L, Song J. Clinical predictors of mortality due to COVID-19 based on an analysis of data of 150 patients from Wuhan, China. Intensive Care Medicine. 2020 Mar 3: 1–3
26.
go back to reference La Scola B, Le Bideau M, Andreani J, Hoang VT, Grimaldier C, Colson P et al. Viral RNA load as determined by cell culture as a management tool for discharge of SARS-CoV-2 patients from infectious disease wards. Eur J Clin Microbiol Infect Dis. 2020 Jun;39(6):1059–1061 La Scola B, Le Bideau M, Andreani J, Hoang VT, Grimaldier C, Colson P et al. Viral RNA load as determined by cell culture as a management tool for discharge of SARS-CoV-2 patients from infectious disease wards. Eur J Clin Microbiol Infect Dis. 2020 Jun;39(6):1059–1061
27.
go back to reference Pan Zhai, Yanbing Ding, Xia Wu, Junke Long, Yanjun Zhong, Yiming Li. The epidemiology, diagnosis and treatment of COVID-19. Int J Antimicrob Agents . 2020 May;55(5):105955 Pan Zhai, Yanbing Ding, Xia Wu, Junke Long, Yanjun Zhong, Yiming Li. The epidemiology, diagnosis and treatment of COVID-19. Int J Antimicrob Agents . 2020 May;55(5):105955
Metadata
Title
Impact of viral load at admission on the development of respiratory failure in hospitalized patients with SARS-CoV-2 infection
Authors
Cristina de la Calle
Antonio Lalueza
Mikel Mancheño-Losa
Guillermo Maestro-de la Calle
Jaime Lora-Tamayo
Estibaliz Arrieta
Ana García-Reyne
Irene Losada
Borja de Miguel
Raquel Díaz-Simón
Francisco López-Medrano
Mario Fernández-Ruiz
Octavio Carretero
Rafael San Juan
José María Aguado
Carlos Lumbreras
Publication date
01-06-2021
Publisher
Springer Berlin Heidelberg
Keyword
SARS-CoV-2
Published in
European Journal of Clinical Microbiology & Infectious Diseases / Issue 6/2021
Print ISSN: 0934-9723
Electronic ISSN: 1435-4373
DOI
https://doi.org/10.1007/s10096-020-04150-w

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