key: cord-0842043-285ud8gh
authors: Xu, Kaijin; Chen, Yanfei; Yuan, Jing; Yi, Ping; Ding, Cheng; Wu, Wenrui; Li, Yongtao; Ni, Qin; Zou, Rongrong; Li, Xiaohe; Xu, Min; Zhang, Ying; Zhao, Hong; Zhang, Xuan; Yu, Liang; Su, Junwei; Lang, Guanjing; Liu, Jun; Wu, Xiaoxin; Guo, Yongzheng; Tao, Jingjing; Shi, Ding; Yu, Ling; Cao, Qing; Ruan, Bing; Liu, Lei; Wang, Zhaoqin; Xu, Yan; Liu, Yingxia; Sheng, Jifang; Li, Lanjuan
title: Factors associated with prolonged viral RNA shedding in patients with COVID-19
date: 2020-04-09
journal: Clin Infect Dis
DOI: 10.1093/cid/ciaa351
sha: 1e1fdc7e8a432848632e6c41cfb859fdfa7c86cf
doc_id: 842043
cord_uid: 285ud8gh

BACKGROUND: An outbreak of coronavirus disease 2019 (COVID-19) is becoming a public health emergency. Data are limited on the duration and host factors related to viral shedding. METHODS: In this retrospective study, risk factors associated with severe acute respiratory coronavirus 2 (SARS-CoV-2) RNA shedding were evaluated in a cohort of 113 symptomatic patients from two hospitals outside Wuhan. RESULTS: The median duration of SARS-CoV-2 RNA detection was 17 days (Interquartile Range [IQR], 13–22 days) as measured from illness onset. When comparing patients with early (<15 days) and late viral RNA clearance (≥15 days after illness onset), prolonged SARS-CoV-2 RNA shedding was associated with male sex (p=0.009), old age (p=0.033), concomitated with hypertension (p=0.009), delayed admission to hospital after illness onset (p=0.001), severe illness at admission (p=0.049), invasive mechanical ventilation (p=0.006), and corticosteroid treatment (p=0.025). Patients with longer SARS-CoV-2 RNA shedding duration had slower recovery of body temperature (p<0.001) and focal absorption on radiograph images (p<0.001) than patients with early SARS-CoV-2 RNA clearance. Male sex (odds ratio [OR], 3.24 [95% CI, 1.31–8.02]), delayed hospital admission (OR, 1.30 [95% CI, 1.10–1.54]), and invasive mechanical ventilation (OR, 9.88 [95% CI, 1.11–88.02]) were independent risk factors for prolonged SARS-CoV-2 RNA shedding. CONCLUSIONS: Male sex, delayed admission to hospital after illness onset, and invasive mechanical ventilation were associated with prolonged SARS-CoV-2 RNA shedding. Hospital admission and general treatments should be started as soon as possible in symptomatic COVID-19 patients, especially male patients.

The outbreak of severe acute respiratory coronavirus 2 (SARS-CoV-2) induced pneumonia is becoming a public health emergency [1] . As of Mar 20, 2020, more than 260,000 confirmed infections have been reported worldwide, with over 11,000 deaths [2] . Several studies have summarized the clinical and epidemiological features of patients with coronavirus disease 2019 . Knowledge was accumulating about the clinical course and outcomes of critically ill patients with COVID-19, while information about patients with mild severity is scarce. Compared with the severity of patients in Wuhan, those patients outside Wuhan displayed more relatively mild symptoms [3] . According to the report with the largest sample size so far, 80.9% of the 44,672 patients displayed symptoms considered mild [4] . The data on the clinical course, particularly on viral RNA shedding of mild COVID-19 patients, is of paramount importance to optimize treatment options and prevent transmission of this disease.

One of the release criteria for hospitalized patients with mild symptoms is a sputum/oral swab testing negative twice in a 24-h interval [5] . The viral RNA excretion pattern in respiratory specimens during the process of SARS-CoV-2 infection has been analyzed in limited studies. Zou et al. studied the viral load in sequential nasal and throat swabs in patients with COVID-19 [6] . Higher viral loads were detected soon after symptom onset, while symptomatic and asymptomatic patients had similar viral load [6] . It was suggested that the viral nucleic acid shedding pattern of patients with COVID-19 resembles that of patients with influenza and appears different from that seen in patients infected with SARS-CoV-1 [7, 8] . The pattern of SARS-CoV-2 RNA shedding during the course of treatment has not been well characterized. Zhang et al. found that after 5 days of therapy, only 25% patients showed oral swabs negative [9] . However, in this research, little clinical information was involved and not correlated with virological data.

A c c e p t e d M a n u s c r i p t 7 Here, we did a retrospective study to elucidate trends in clinical illness and viral RNA shedding associated with COVID-19, and to identify risk factors influencing the persistence of SARS-CoV-2 RNA shedding. Our results suggest that male patients, delayed admission to hospital after illness onset, and invasive mechanical ventilation during hospitalization were associated with prolonged SARS-CoV-2 RNA shedding. These results reinforce guidance that hospital admission and general treatments should be started as soon as possible in symptomatic patients with COVID-19. Male patients need particular attention for their prolonged viral RNA shedding, which might be associated with poor treatment outcomes.

A total of 113 patients with confirmed SARS-CoV-2 infection admitted to the First Affiliated Hospital, School of Medicine, Zhejiang University and the Shenzhen Third People's Hospital were enrolled ( Figure 1 ). The earliest patient in Shenzhen center was admitted on January 13th, 2020. And the first patient in Hangzhou center was admitted on January 19th, 2020. As of Feb 19, a total of 161 confirmed patients were admitted to the two hospitals. Since COVID-19 is an emerging acute infectious disease, the primary purpose of this study was to evaluate the occurrence of viral RNA clearance in the first 21 days after illness onset. Patients were enrolled if they met one of the three inclusion criteria: 1. disease duration over 21 days without viral RNA clearance; 2. viral RNA clearance occurred within 21 days; 3. death occurred within 21 days. According to the criteria, 47 patients were excluded as they were less than 21 days since illness onset and without viral RNA clearance. And one patient was excluded, as she was transferred to the local hospital without viral RNA clearance (Figure 1 ). In the cohort of 113 patients, sixty-nine patients were cured and released A c c e p t e d M a n u s c r i p t 8 in 21 days; thirteen patients were still hospitalized over 21 days but had viral RNA clearance within 21 days; twenty-nine patients had viral RNA detectable over 21 days; and two patients died with viral RNA clearance within 21 days (Figure 1) . Ethics approval was obtained from the Institutional Review Board of the First Affiliated Hospital, School of Medicine, Zhejiang University.

The diagnosis and severity of illness at admission were assessed based on the latest guidelines of SARS-CoV-2 infection enacted by WHO on March 13, 2020 [10]. As described, patients could be categorized into five levels of severity: mild illness, pneumonia, severe pneumonia, acute respiratory distress syndrome (ARDS), and sepsis or septic shock. To simplify the analysis process, mild illness and pneumonia cases were combined as "mild cases", and severe pneumonia, ARDS, and sepsis or septic shock cases were combined as "severe cases" in this study. All the patients in this study were symptomatic patients. Most of the mild cases were patients with pneumonia except for two cases had no radiological manifestation. Critically severe illness was defined as occurrence of ARDS, sepsis, or septic shock.

Clinical characteristics, treatments and outcome data were obtained from electronic medical records. The following results associated with treatment processes were recorded: (i) temperature recovery, indicated by a patient's ear temperature decreasing to no higher than 37.5°C and not less than 37 was defined as a positive test result, while a Ct-value of 40 or more was defined as a negative. Specimens with a Ct-value of 37 to 40 required confirmation by retesting.

Continuous variables were expressed as median with inter quartile range (IQR) and were compared by Kruskal-Wallis test. Categorical variables were expressed as number (%) and compared by Chisquare (χ²) test or Fisher's exact test (if more than 20% of the cells had an expected count of less than 5). Significant risk factors identified on univariate analyses were further analyzed by multiple logistic regressions to identify independent risk factors associated with the prolonged duration of SARS-CoV-2 shedding. We used Kaplan-Meier survival analysis to estimate the cumulative SARS-CoV-A c c e p t e d M a n u s c r i p t 10 2 RNA-negativity rate and the stratified log-rank statistic to compare the difference of SARS-CoV-2 clearance between different groups. All statistical analyses were performed using the SAS 9.4 software (SAS Institute Inc., Cary, NC, USA). The significance level of the hypothesis tests was set at 0.05 (two-sided).

The study population included 113 symptomatic patients with confirmed SARS-CoV-2 infection.

Clinical characteristics of these patients are summarized in Table 1 . Among 113 patients, the median age was 52 years, and 58.4% were male. The epidemiological data showed that 62.8% had exposure history to Hubei province, and 40.7% patients had exposure history to confirmed patients. The median time from illness onset to hospital admission was 5 days (IQR, 3-8 days). Common underlying concomitant diseases included hypertension (26 cases), diabetes (9 cases), and coronary heart disease (6 cases) (supplementary Table 1 ). Among the patients, 8 patients were current smokers. Most of the patients had mild symptoms, and only 28.3% of the cohort was diagnosed as severe illness at admission. Lopinavir/ritonavir and interferon-α were the most frequently used antiviral regimens (supplementary Table 1 ). On the basis of lopinavir/ritonavir and interferon-α combination, 55 patients (48.7%) also received Umifenovir, and another 19 patients (16.8%) were treated with Ribavirin. Corticosteroid was used in 56.6% patients. The primary purpose of this study is to observe the clinical outcome of patients in the first 21 days after illness onset. There were 74.3% (84) patients that had viral RNA clearance within 21 days after illness onset (Figure 1) . The median duration of viral shedding of these 84 patients was 15 days (IQR, 11.75-18 days). With the viral shedding duration of all the 113 patients included, the median duration of SARS-CoV-2 RNA detection from illness onset was 17 days (IQR, 13-22 days). There were 61.1% (69) patients of the A c c e p t e d M a n u s c r i p t 11 cohort that were cured and discharged in 3 weeks, with a median hospital stay of 15 days (IQR, 12-17 days). As of March 20, 2020, a total of 105 patients were cured and discharged, with a median hospital stay of 18 days (IQR, 14-27 days). Twenty-three patients met the diagnostic criteria as critically severe illness (ARDS, sepsis, or septic shock) during hospitalization, eighteen patients underwent invasive mechanical ventilation, and two deaths occurred. Ninety-one patients had fever as an initial symptom of illness. The median time from illness onset to body temperature recovery to normal was 11 days (IQR, 8-14 days). As of March 22, 2020, one hundred and six patients had signs of recovery with radiological imaging, and the median duration from illness onset to radiological recovery was 15 days (IQR, 11-18 days).

The primary purpose of this study is to observe the occurrence of viral RNA clearance within 21 days after illness onset. Among the 113 patients enrolled, there were 84 patients that had viral RNA clearance within 21 days. The median duration of viral RNA shedding for these 84 patients was 15 days. Patients were further divided into two groups; one group was patients that had persistent negative viral detection results < 15 days after illness onset (n=37), and another group was patients with prolonged viral RNA shedding ≥15 days after illness onset (n=79). Epidemiological and clinical characteristics, treatment therapy, and outcomes were compared between the two groups ( Table   1 ). Prolonged RNA shedding was associated with males (p=0.009), old age (p=0.033), and concomitant hypertension (p=0.009). The ratio of severe patients at admission in the group with prolonged shedding was significantly higher than that in the group with early viral RNA clearance (34.2% vs. 16.2%, p=0.049). Corticosteroid (p=0.025) and invasive mechanical ventilation (p=0.006) treatments were related to prolonged viral RNA shedding time.

A c c e p t e d M a n u s c r i p t Table 2) . From the Kaplan-Meier curves, the cumulative probability of viral negative conversion was slightly higher in the female group than that in male group (p=0.043, Figure 2A) . Kaplan-Meier curve analysis showed that patients admitted to the hospital 5 days after illness onset achieved a higher probability of faster viral RNA clearance (p=0.021; Figure 2B ) than those patients admitted to hospital over 5 days after illness onset. SARS-CoV-2 RNA clearance was significantly delayed in patients who had invasive mechanical ventilation during hospitalization (OR, 9.88 [95% CI, 1.11-88.02], p=0.04) compared with those without invasive mechanical ventilation (Table 2, Figure 2C ).

Among the 113 patients, 41.6% (47 patients) were female, and 58.4% (66 patients) were male.

A c c e p t e d M a n u s c r i p t 13 patients ( Table 3) . The median duration of SARS-CoV-2 RNA shedding was 15 days (IQR, 12-17 days) in the female group and 18.5 days (IQR, 15-25 days) in the male group (p=0.013). The ratio of severe patients at admission in the male group (37.9%) was significantly higher than that in the female group (14.9%, p=0.010). The median length of hospital stay was longer in the male group than in the female group (median days, 15 vs. 22, p=0.002). Early (≤5 days) versus later (>5 days) hospital admission was significantly associated with viral RNA clearance speed (p=0.004). Late hospital admission was associated with a higher ratio of severe patients at admission (43.4% vs. 15.0%, p=0.001), and higher frequency of critically severe illness in hospitalization (30.2% vs. 11.7%, p=0.019) than early hospital admission ( Table 3 ).

Studies on COVID-19 have generally been limited to the description of the initial clinical, hematological, and radiological findings. So far, there has been little investigation of the duration of SARS-CoV-2 RNA shedding. This study is the first to document the risk factors associated with prolonged SARS-CoV-2 shedding in the respiratory tract among a cohort of COVID-19 patients. We found that the median duration from onset of symptoms to RNA clearance was 17 days. Male sex, delayed hospital admission, and invasive mechanical ventilation were independent risk factors for prolonged SARS-CoV-2 RNA shedding.

Male patients usually had more severe symptoms at admission and longer viral RNA shedding than female patients with COVID-19. This observation may indicate that males are more severely affected than females by the SARS-CoV-2 infection. Studies from the SARS and Middle East Respiratory Syndrome (MERS) epidemic already indicated that there may be sex-related differences in disease outcomes [11, 12] . The findings here are consistent with a recent epidemiological report including A c c e p t e d M a n u s c r i p t 14 44,672 confirmed cases in China, which showed the case fatality rate was 2.8% for males and 1.7% for females [4] . It was suggested that sex-related difference was confounded by other variables such as comorbidity conditions or smoking history. The smoking rates were comparable between early clearance group and prolonged shedding group in this study. There was higher percentage of patients with hypertension in prolonged viral RNA shedding group than in early clearance group. But hypertension was not a significant risk factor in the logistic regression model. Thus, it was suggested that sex itself is the influencing factor of disease progression.

The specific mechanism of sex-related difference in SARS-CoV-2 infection is unclear. Women as a population are thought to be more immune-privileged than males, as they exhibit lower infection and mortality rates with infectious diseases, and display higher responses to various types of vaccination than men [13] . The specific mechanism may be related to sex hormones, which could modulate immunocompetence [14] . Sex-specific immune responses have been found to contribute to enhanced susceptibility of male mice to SARS-CoV-1 infection [19] . We propose that another one of the potential mechanisms might be related to human angiotensin-converting enzyme 2 (ACE2) expression. ACE2 is a functional receptor for SARS-CoV-1 [15] . SARS-CoV-2 has been confirmed to use this same cell entry receptor as SARS-CoV-1 [16] . Results of animal studies demonstrated that tissue-specific regulation of ACE2 by sex hormones could contribute to sex-related differences in obesity-hypertension [17] . The modulation and angiotensin II level by ACE2 and ACE could partly explain the sex-specific susceptibility to diabetes and diabetic nephropathy [18] . Further in-depth mechanical studies are warranted to understand the sex-related dimorphism of COVID-19.

Our findings also suggest that symptomatic patients should be admitted to hospital as early as possible if SARS-CoV-2 infection is confirmed. Delayed hospital admission was associated with more A c c e p t e d M a n u s c r i p t 15 severe conditions at admission and worse treatment outcomes. There have been no specific antiviral drugs for SARS-CoV-2. In our study, lopinavir/ritonavir and interferon-α were the most frequently used antiviral regimens. It was hard to evaluate the efficacy of these two-drug combination because of the lack of the controls. However, the association between early admission to hospital and early viral RNA clearance might indicate a potential effect of these treatments [20, 21] . Recently, a randomized, controlled, open-label trial involving hospitalized adult patients with confirmed SARS-CoV-2 infection showed no benefit of lopinavir-ritonavir treatment beyond standard care [22] . The efficacy of lopinavir/ritonavir and interferon-α in combination should be evaluated in clinical trials.

General supportive treatment might also help to accelerate the process of recovery.

Several observational studies have reported that corticosteroid therapy was linked to persistent viral RNA shedding in patients with avian influenza A (H7N9), MERS, and SARS [23] [24] [25] . Corticosteroid usage was related to prolonged viral RNA shedding time in this report was well, as patients with early RNA clearance had lower ratio of patients using corticosteroid than patients with late RNA clearance (40.5% vs. 64.5%, P=0.025). However, this difference can be influenced by disease severity, as patients who were given corticosteroid usually were more severe than those were not.

Further, corticosteroid was not found to be an independent risk factor of prolonged viral RNA shedding in the multivariable model conducted in this report. Thus, a definitive conclusion that corticosteroid treatment is associated with prolonged viral RNA shedding duration in patients with COVID-19 cannot be drawn. The reason of inconsistent results might be the corticosteroid dosing in this report was relatively low (0.5-1 mg methylprednisolone/kg body weight) for COVID-19 patients.

Invasive mechanical ventilator support was found to be another important independent predictor of prolonged viral RNA shedding. There were several reasons for the delayed viral RNA clearance in A c c e p t e d M a n u s c r i p t 16 patients with invasive mechanical ventilator support. One was that the detection rate of coronavirus RNA differed among various types of respiratory tract specimens. Highly pathogenic avian influenza A(H5N1) virus RNA can be detected longer and at higher levels in lower respiratory tract specimens than in upper respiratory tract specimens [26] . For viruses that replicate primarily in lower respiratory tract tissue, endotracheal aspirate specimens from patients who receive invasive mechanical ventilation usually have higher and sustained viral RNA shedding than specimens in upper respiratory tract tissue [27] [28] [29] . Kinetic analysis of viral RNA shedding in MERS patients showed that viral secretion in the lower respiratory tract was more sustained in patients who suffered from more severe pneumonia than mild patients [30] . Another potential reason for prolonged duration of viral RNA shedding is the emergence of drug resistance during antiviral treatment, since most of the patients with invasive mechanical ventilation had a longer hospital stay.

This study had some limitations. One was that although viral RNA was detected in most of the studies, the viral RNA shedding is not exactly the same as viral shedding. So far, it is not known how shedding of viral RNA correlates with shedding of infectious virus. Second, the standard treatment included antiviral treatment with lopinavir/ritonavir, interferon-α, and general supportive treatment. Since nearly all the patients were given this standard treatment, we were not able to judge if these treatments had effect on viral RNA shedding. Third, for patients with invasive mechanical ventilation, lower respiratory tract specimens were collected. Bias might be introduced when comparing differences directly in viral RNA shedding between sputum versus endotracheal aspirate or bronchoalveolar lavage fluid.

In conclusion, prolonged SARS-CoV-2 RNA shedding in the respiratory tract was independently associated with delayed admission to hospital, male sex, and invasive mechanical ventilation. These M a n u s c r i p t 21 (12, 20) 22 (16, 29.5) 0.0 02

In-hospital mortality 0.0% (0) 3.8% (2) 0.218 0.0% (0) 3.0%

(2) 0.5 1 *, Chi-square (χ²) test or Fisher's exact test was used with P < 0.05 as significant. #, hospitalization data as of March 20, 2020.

The occurrence data are shown as no. (%) unless otherwise indicated. Values indicate no. of positive results/total no. of patients with available assay results.

The time data are shown as median data and inter quartile range data in brackets. Cumulative proportion of patients with detectable SARS-CoV-2 RNA by day after illness onset between patients who had invasive mechanical ventilation and those who did not (log-rank P < 0.001).

A c c e p t e d M a n u s c r i p t

A c c e p t e d M a n u s c r i p t 27 Figure 2 

Epidemiological and clinical characteristics of 99 cases of 2019 novel coronavirus pneumonia in Wuhan, China: a descriptive study

Clinical findings in a group of patients infected with the 2019 novel coronavirus (SARS-Cov-2) outside of Wuhan, China: retrospective case series

Novel Coronavirus Pneumonia Emergency Response Epidemiology T

Clinical management of 2019 nCoV guidelines by National Health Commission of the People Republic of China

SARS-CoV-2 Viral Load in Upper Respiratory Specimens of Infected Patients

Influenza A Virus Shedding and Infectivity in Households

Clinical progression and viral load in a community outbreak of coronavirus-associated SARS pneumonia: a prospective study

WHO: Clinical management of severe acute respiratory infection when novel coronavirus (nCoV) infection is suspected

SARS in Singapore--predictors of disease severity

The pattern of Middle East respiratory syndrome coronavirus in Saudi Arabia: a descriptive epidemiological analysis of data from the Saudi Ministry of Health

How sex and age affect immune responses, susceptibility to infections, and response to vaccination

Sex hormones and the immune response in humans

Receptor and viral determinants of SARS-coronavirus adaptation to human ACE2

A pneumonia outbreak associated with a new coronavirus of probable bat origin

Angiotensin converting enzyme 2 contributes to sex differences in the development of obesity hypertension in C57BL/6 mice

Sex dimorphism in ANGII-mediated crosstalk between ACE2 and ACE in diabetic nephropathy

Sex-based differences in susceptibility to respiratory and systemic pneumococcal disease in mice

Role of lopinavir/ritonavir in the treatment of SARS: initial virological and clinical findings

Treatment With Lopinavir/Ritonavir or Interferon-beta1b Improves Outcome of MERS-CoV Infection in a Nonhuman Primate Model of Common Marmoset

A Trial of Lopinavir-Ritonavir in Adults Hospitalized with Severe Covid-19

Factors Associated With Prolonged Viral Shedding in Patients With Avian Influenza A(H7N9) Virus Infection

Corticosteroid Therapy for Critically Ill Patients with Middle East Respiratory Syndrome

Effects of early corticosteroid treatment on plasma SARS-associated Coronavirus RNA concentrations in adult patients

Fatal outcome of human influenza A (H5N1) is associated with high viral load and hypercytokinemia

H5N1 Virus Attachment to Lower Respiratory Tract

Avian flu: influenza virus receptors in the human airway

Human infection with highly pathogenic avian influenza A (H5N1) virus: review of clinical issues

Comparative and kinetic analysis of viral shedding and immunological responses in MERS patients representing a broad spectrum of disease severity

We thank all patients involved in the study and all the front-line medical staffs in the First Affiliated 

M a n u s c r i p t The time data are shown as median data and inter quartile range data in brackets.