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ORIGINAL RESEARCH article

Front. Med., 12 January 2021
Sec. Intensive Care Medicine and Anesthesiology

Extracorporeal Membrane Oxygenation for SARS-CoV-2 Acute Respiratory Distress Syndrome: A Retrospective Study From Hubei, China

\nXiaobo Yang&#x;Xiaobo Yang1Ming Hu&#x;Ming Hu2Yuan Yu&#x;Yuan Yu1Xijing Zhang,&#x;Xijing Zhang3,4Minghao Fang&#x;Minghao Fang5Yingtao Lian&#x;Yingtao Lian6Yong Peng&#x;Yong Peng7Lingling WuLingling Wu2Yongran WuYongran Wu1Jun YiJun Yi8Lu ZhangLu Zhang9Bing WangBing Wang10Zhengqin XuZhengqin Xu11Boyi LiuBoyi Liu12Yadong YangYadong Yang13Xiaowei XiangXiaowei Xiang14Xingguang QuXingguang Qu15Wenhao XuWenhao Xu16Hunian LiHunian Li17Zubo ShenZubo Shen18Changming YangChangming Yang19Fengsheng CaoFengsheng Cao9Jie LiuJie Liu17Zhaohui ZhangZhaohui Zhang15Lianghai LiLianghai Li10Xiaoyun LiuXiaoyun Liu11Ruiting LiRuiting Li1Xiaojing ZouXiaojing Zou1Huaqing ShuHuaqing Shu1Yaqi OuyangYaqi Ouyang1Dan XuDan Xu1Jiqian XuJiqian Xu1Jiancheng ZhangJiancheng Zhang1Hong LiuHong Liu1Hong QiHong Qi1Xuepeng FanXuepeng Fan20Chaolin HuangChaolin Huang21Zhui Yu
Zhui Yu6*Shiying Yuan
Shiying Yuan1*Dingyu Zhang
Dingyu Zhang21*You Shang
You Shang1*
  • 1Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
  • 2Department of Critical Care Medicine, Wuhan Pulmonary Hospital, Wuhan, China
  • 3ICU Center of Xijing Hospital, Airforce Medical University, Xi'an, China
  • 4ICU of Huoshenshan Hospital, Wuhan, China
  • 5Department of Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
  • 6Department of Critical Care Medicine, Renmin Hospital of Wuhan University, Wuhan, China
  • 7Intensive Care Unit, Xiehe Wuhan Red Cross Hospital, Wuhan, China
  • 8Department of Cardiothoracic Surgery, The First People's Hospital of Jingmeng, Jingmeng, China
  • 9Department of Critical Care Medicine, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, China
  • 10Department of Critical Care Medicine, Jingzhou Central Hospital, The Second Clinical Medical College, Yangtze University, Jingzhou, China
  • 11Department of Critical Care Medicine, Xiangyang No.1 People's Hospital, Affiliated Hospital of Hubei University of Medicine, Xiangyang, China
  • 12Department of Critical Care Medicine, Taihe Hospitai Affiliated to Hubei University Medicine, Shiyan, China
  • 13Department of Critical Care Medicine, Huanggang Central Hospital, Huanggang, China
  • 14Department of Critical Care Medicine, Dongfeng Hospital, Affiliated to Hubei University of Medicine, Shiyan, China
  • 15Department of Intensive Care Unit, The First College of Clinical Medical Sciences, China Three Gorges University, Yichang, China
  • 16Department of Critical Care Medicine, Xiaogan Central Hospital, Xiaogan, China
  • 17Emergency and Critical Care Center, Renmin Hospital, Hubei University of Medicine, Shiyan, China
  • 18Department of Critical Care Medicine, Ezhou Central Hospital, Ezhou, China
  • 19Department of Anesthesiology, The First People's Hospital of Jingmeng, Jingmen, China
  • 20Department of Critical Care Medicine, Wuhan No.1 Hospital, Wuhan, China
  • 21Research Center for Translational Medicine, Jinyintan Hospital, Wuhan, China

Background: The data on long-term outcomes of patients infected by SARS-CoV-2 and treated with extracorporeal membrane oxygenation (ECMO) in China are merely available.

Methods: A retrospective study included 73 patients infected by SARS-CoV-2 and treated with ECMO in 21 intensive care units in Hubei, China. Data on demographic information, clinical features, laboratory tests, ECMO durations, complications, and living status were collected.

Results: The 73 ECMO-treated patients had a median age of 62 (range 33–78) years and 42 (63.6%) were males. Before ECMO initiation, patients had severe respiratory failure on mechanical ventilation with a median PO2/FiO2 of 71.9 [interquartile range (IQR), 58.6–87.0] mmHg and a median PCO2 of 62 [IQR, 43–84] mmHg on arterial blood analyses. The median duration from symptom onset to invasive mechanical ventilation, and to ECMO initiation was19 [IQR, 15–25] days, and 23 [IQR, 19–31] days. Before and after ECMO initiation, the proportions of patients receiving prone position ventilation were 58.9 and 69.9%, respectively. The median duration of ECMO support was 18.5 [IQR 12–30] days. During the treatments with ECMO, major hemorrhages occurred in 31 (42.5%) patients, and oxygenators were replaced in 21 (28.8%) patients. Since ECMO initiation, the 30-day mortality and 60-day mortality were 63.0 and 80.8%, respectively.

Conclusions: In Hubei, China, the ECMO-treated patients infected by SARS-CoV-2 were of a broad age range and with severe hypoxemia. The durations of ECMO support, accompanied with increased complications, were relatively long. The long-term mortality in these patients was considerably high.

Background

In late December of 2019, a new highly transmittable coronavirus struck Wuhan City, Hubei Province, China, the first known epicenter by far (1, 2). Very quickly, the genome sequence was identified, which shares 79% genomic sequence identity to SARS-CoV (3). The coronavirus was named SARS-CoV-2 by the Coronavirus Study Group of the International Committee on Taxonomy of Viruses (4). The virus causes a spectrum of diseases, named coronavirus disease 2019 (COVID-19) by WHO on February 11th, 2020 (5). The Chinese government took aggressive measures, including the lockdown of all cities in Hubei Province, and succeeded in stopping the spread of the virus in mainland China (6, 7).

Although when and where the spread of SARS-CoV-2 began at the very beginning and how it turned into a worldwide pandemic have yet to determine (810), the fact that some patients infected by SARS-CoV-2 developed severe acute respiratory distress syndrome (ARDS) is indisputable (11, 12). Based on the WHO interim guidance, extracorporeal membrane oxygenation (ECMO) was recommended to treat patients with refractory hypoxemia, hypercapnia, or both (13). Recently, Barbaro et al. reported ECMO support in COVID-19 based on an online registry from the Extracorporeal Life Support Organization (ELSO) with only 52 cases from Asia Pacific area (14). Chinese critical care physicians have been utilizing since the beginning of SARS-CoV-2 epidemic in Wuhan City, and later in other cities of Hubei Province. However, the characteristics, severity of respiratory failure, duration of ECMO, complications, and long-term outcomes of patients with severe ARDS caused with SARS-CoV-2 treated with ECMO in Hubei, China are far beyond knowledge (15).

Methods

Study Design and Patient Eligibility

We conducted this retrospective observational study on adult patients infected by SARS-CoV-2 who were treated with ECMO since January 1 in Hubei, China. Twenty-one intensive care units (ICUs) that provided ECMO support to adult ARDS patients with COVID-19 during the study period contributed to this study. The infection of SARS-CoV-2 was confirmed in all included patients based on the WHO interim guidance and the guidance of National Health Commission of the People's Republic of China (13, 16). ARDS was defined according to the guidance of WHO for COVID-19 (13). We excluded patients reported in previous studies (11, 12, 15). The initiation of ECMO was guided by WHO recommendations (13) and at the discretion of treating physicians.

Data Collection

De-identified data were collected by the ICU director or designated physicians using a care form. A web conference was held, if necessary, to help data collectors in each ICU. We collected data on age, sex, location, occupation, medical histories, the date of symptom onset, invasive mechanical ventilation and ECMO initiation, laboratory tests at and before ECMO initiation, treatments before and after ECMO initiation (renal replacement therapy, prone position ventilation, steroid therapy, convalescent plasma), type of mechanical ventilator, its settings and monitoring data right before and after ECMO initiation (tidal volume, respiratory rate, positive end-expiratory pressure, minute volume), ECMO mode and its settings in the day after ECMO initiation (gas flow and pump flow), duration of ECMO, complications directly related to ECMO (hemorrhage, oxygenator replacement and cannula replacement) and outcomes by May 31, 2020. Hemorrhagic complications were categorized into major and minor hemorrhage and the former was defined as cerebral hemorrhage or other organ hemorrhage that necessitated reduction or cessation of infusing anticoagulating drugs for at least 6 h and/or other intervention, including endoscopic hemostasis or interventional arterial embolization.

Statistical Analysis

Due to the exploratory nature of this study, we included eligible patients as many as possible. Data were expressed as median [interquartile range (IQR)] or median [range] for continuous variables, and count (%) for categorical variables. Due to the small number of ECMO-treated patients who were alive, no comparison was conducted between the survivors and non-survivors. Kaplan–Meier method was used to depict the probability of survival since the day of ECMO initiation. Log-rank test was used to compare survival data. A two-sided p < 0.05 were considered statistically significant. The Stata/IC 15.1 software (StataCorp, College Station, TX, USA) was used for all analyses.

Results

Seventy-three ARDS patients from 21 ICUs in Hubei, China were included (Figure 1). The patients had a median age of 62 [range 33–78] years, 23 (31.5%) were aged ≥ 65 years, and 46 (63.0%) were males (Table 1). 53 (72.6%) were treated in Wuhan City. As for preexisting comorbidities, 10 (13.7%), 27 (37.0%), 13 (17.8%), and 5 (6.9%) patients had coronary artery disease, hypertension, diabetes, and chronic obstructive pulmonary disease, respectively. None had chronic liver disease, cerebral vascular disease, connective tissue disease, malnutrition, or dementia.

FIGURE 1
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Figure 1. Number of ECMO-treated patients with COVID-19 in association with the date of ECMO initiation.

TABLE 1
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Table 1. Characteristics of COVID-19 patients treated with ECMO.

For all the patients, severe hypoxemia [PO2/FiO2, median (IQR), 71.9 (58.6–87.0) mmHg] and hypercapnia [PCO2, median (IQR), 62 (43–84) mmHg] were identified. Based on their outcomes, the results of laboratory tests of ECMO treated patients on the day of ECMO initiation were presented separately in Table 2.

TABLE 2
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Table 2. Laboratory tests on the day of ECMO initiation in 73 patients with COVID-19.

The median duration from symptom onset to invasive mechanical ventilation, and to ECMO initiation was 19 [IQR, 15–25] days, and 23 [IQR, 19–31] days, with details listed in Table 3 separately based on the outcomes of the patients. Only 1 (1.4%) patient had ECMO initiated while receiving non-invasive mechanical ventilation. Two days later, the patient was intubated and ventilated invasively. All other patients were deeply sedated and/or paralyzed while being cannulated. The mode was veno-venous ECMO in all patients, with a median pump flow of 3.5 [IQR 3.2–4.0] L/min and an oxygen flow of 4.5 [IQR, 4.0–5.0] L/min. Before ECMO, pneumothorax and thrombocytopenia occurred in 1 (1.4%) patient and 26 (36.1%) patients, and after ECMO initiation, they occurred in 10 (13.7%) more patients and 33 (45.2%) more patients, respectively. Before ECMO, 14 (19.2%) patients were diagnosed with hospital acquired infection, and after ECMO initiation, 42 (57.5%) patients were diagnosed with it. After ECMO initiation, the proportion of patients receiving renal replacement therapy, prone position ventilation and convalescent plasma increased from 20.5, 58.9, and 12.3% to 71.2, 69.9, and 31.5%, respectively.

TABLE 3
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Table 3. Treatments and mechanical ventilation before, at and after ECMO initiation in patients with COVID-19.

Major hemorrhage occurred in 31 (42.5%) patients, with details listed in Table 4 separately based on the outcomes of the patients. Major gastrointestinal hemorrhage occurred in 25 (34.3%) patients, with 3 (4.1%) having concurrent cerebral hemorrhage and 4 (5.5%) having respiratory tract hemorrhage. Another 2 (2.7%) only had cerebral hemorrhage, and another 2 (2.7%) only had and respiratory tract hemorrhage. In 1 (1.5%) patient, massive bladder hemorrhage was treated with endoscopic interventions and subsequent arterial embolization. In another patient, massive splenic hemorrhage was also treated with arterial embolization. The most common minor hemorrhage was ECMO cannula associated hemorrhage, which occurred in 24 (32.9%) patients. The mode was switched to veno-arterial ECMO in one patient and to veno-veno-arterial ECMO in two patients, and all the three patients deceased before weaning off ECMO. During the treatments, oxygenators were replaced in 21 (28.8%) patients, with cannulae replaced concurrently in 7 (9.6%) patients. Among all patients included, 21.5 [IQR, 11–45.5] units, 4 [IQR, 1–8] units, 2,200 [IQR, 600–5,500] milliliters, and 4.25 [IQR, 0–20] units of red blood cell, platelet, plasma, and cryoprecipitate were transfused during the treatment with ECMO, respectively. The analgesics, sedatives, and paralytics used during the treatment with ECMO were presented in Supplementary Table 1.

TABLE 4
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Table 4. Complications of ECMO, and blood transfusion in 73 patients with COVID-19.

Since ECMO initiation, 46 (63.0%) deceased by 30 days, and 59 (80.3%) by 60 days (Figure 2), comprising 53 deceased before decannulation and 6 after decannulation. By May 31, 2020, 4 (5.5%) patients were still in ICUs on invasive ventilator, comprising of 2 (2.7%) on and another 2 (2.7%) off ECMO. For the two patients still on ECMO, one had been on ECMO for 65 days, and the other for 95 days. 7 (9.6%) patients were discharged home, and 3 (4.1%) were transferred to general wards. The median duration of ECMO therapy was 17 [IQR 11–29] days, with no significant difference between those successfully and unsuccessfully weaned off ECMO [median (IQR), 17.5 (13–35) in 18 patients and 17 (8–27) in 53 patients].

FIGURE 2
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Figure 2. Survival probability in 73 ECMO-treated patients with ARDS caused by SARS-CoV-2. ECMO, extracorporeal membrane oxygenation; ARDS, acute respiratory syndrome.

Discussion

This multicenter study on the use of ECMO for patients with ARDS caused by SARS-CoV-2 showed that patients of a broad age range were treated with ECMO in Hubei, China, for a relatively long duration and the mortality of these patients were considerably high.

To our best knowledge, this is the first study with long-term follow-ups on more than 70 ECMO-treated patients infected by SARS-CoV-2 in China. Before our study, we identified only three small sample-sized case series of Chinese patients with COVID-19 treated with ECMO. In a single-centered report of eight patents from Shanghai, China, four patients deceased with a mean duration of 30.5 days since ECMO initiation (17). In another study from 2 ICUs from Hubei, China, only 12 ECMO-treated COVID-19 patients with a mean follow-up period of 11.3 days were included, and none deceased (18). Their mean was, and all these patients were not included in ours study.

Yang et al. included 21 ECMO-treated patients infected by SARS-CoV-2 from Hubei, China, and they found that ECMO-treated patients had a mortality of 57.1%, which was not significantly different from that of patients treated with IMV only (15). With none of the patients from the last two studies included, we did not find significant difference on mortality between ECMO-treated COVID-19 patients and COVID-19 patients treated with IMV only (80.8 vs. 71.2%). The mortality of ECMO-treated patients in our study was higher than in the study of Yang et al. (15), which is most likely because of the longer durations of follow-up and the higher scores of Acute Physiology and Chronic Health Evaluation II.

Outside China, two major studies on ECMO support in COVID-19 patients were identified. In a cohort study of 83 ECMO-treated COVID-19 patients from five ICUs of one university hospital network, Schmidt et al. estimated that 31% of patients deceased at 60 days (19). The mortality of a longer term was unknown, because 24% of patients were still in ICUs in the study of Schmidt et al. (19) and Shekar et al. (20). Based on ELSO Registry of ECMO in COVID-19 with 779 ECMO-treated patients with ARDS, Barbaro et al. found that their median age was 50 years and estimated that their in-hospital mortality at 90-day was 38.0% (95% confidence interval 34.6–41.5%) (14). However, it rose up to 43% at the end of October, 2020 (21).

The considerably high mortality in ECMO-treated patients with ARDS was mainly the result of high mortality of critically ill patients infected by SARS-CoV-2. In our previous study, we found that 61.5% critically ill patients deceased by 28 days after ICU admission (12). In the first series of critically ill patients admitted to the ICU between February 20, 2020, and March 5, 2020 at Evergreen Hospital, Washington, USA, by March 17, 2020, the mortality was 67% (22). In a study of 1,591 critically ill patients from Lombardy Region, Italy, 26% died in ICUs and 58% were still in ICU for a median follow-up of 9 days (23). In 2,626 patients who were either discharged or deceased with a hospitalization day of 4.1 [IQR 2.3–6.8] days, 282 (88.1%) of 320 patients who received mechanical ventilation deceased (24), which clearly indicated that critically ill patients were at great risk of death. The fundamental basis for high risk of death in critically patients infected by SARS-CoV-2 is due to the lack of specialized drug or therapy (25). However, another crucial aspect was that except the modest sample-sized study from Washington, USA (22), all the three studies were from the most severely struck places, where medical resources were overwhelmed (12, 23, 24). It was reasonable that as a subgroup of the most critically ill patients, ECMO-treated patients with ARDS would definitely follow the same path.

Another factor contributing to the high mortality in our cohort was the median age was relatively high, with 31.8% patients being older than 65 years. Determining who should receive ECMO is even more challenging, which entangles medical, technical, financial and ethical considerations (26). In face of the fact that about 5% of patients infected by SARS-CoV-2 are critically ill patients and also possible candidates for ECMO, the depletion of medical resources makes the situation much more difficult, especially in area struck hardest by the pandemic (15, 27, 28). Our government deployed more than 40,000 health care workers from other provinces to Hubei province to contain the outbreak. By mid-February, 2020, one third of health care workers specialized in critical care medicine in China were treating COVID-19 patients in Hubei (29). ECMO machines, were also transported to Hubei at the same time (30). And all expenses were covered by our government. The rapid mobilization of medical resources made it possible to put more patients older than 65 years on ECMO.

There were other findings worth noting when treating COVID patients with ECMO. First, the duration of ECMO in COVID-19 may be relatively longer. The median duration of ECMO support in the study of Schmidt et al. was 20 days (19), and it was 18.5 days in our study, both of which were longer than a median of 13.9 days reported by Barbaro et al. (14) and a median duration of 10 days in ECMO-treated patients with 2009 influenza A (31, 32). Second, major hemorrhage often occurred. Almost the same to our finding, Schmidt et al. reported that 42% patients had major hemorrhages, defined as severe hemorrhagic events, intracerebral hemorrhages, or other hemorrhages causing a fatal outcome (19). Generally, unfractionated heparin was infused continuously to achieve an activated partial thromboplastin time (APTT) of 60–80 s in Hubei, China. An APTT of 60–75 s or an anti-Xa activity of 0·3–0·5 IU/mL was targeted for anticoagulation by Schmidt et al. (19). Third, oxygenator failure also often occurred. In comparison to an oxygenator replacement rate of 28.8% in our study, circuit change, oxygenator failure, pump failure or cannula problems occurred in 28% patients from the ELSO Registry of ECMO in COVID-19 (14). For patients without COVID-19, oxygenator failure occurred in only 6.6% of adult ECMO-treated patients, according to Extracorporeal Life Support Organization Registry International Report 2016 (33). Fourth, determining the appropriate time of ECMO initiation is challenging. In 2009 H1N1 pandemic, the PaO2/FiO2 was 56 [IQR, 48–63], while 20% of patients received prone position ventilation before ECMO initiation and the mortality was 21% (31). The PaO2/FiO2 value was similar to that in our study, but even with a considerable increase in the proportion of patient receiving prone position ventilation, the mortality was almost quadrupled. An earlier ECMO initiation seems necessary (34). Fifth, the settings of mechanical ventilators after ECMO initiation, especially tidal volume and respiratory rate, may vary between studies. A median tidal volume of 2.5 ml/kg predicted body weight, much lower than that of our study and a median respiratory rate of 20 breaths/min, much higher than that of our study, were set in COVID-19 patients treated by Schmidt et al. (19) However, both settings of mechanical ventilator after ECMO initiation in our study were close to these from another study of Schmidt et al. In a prospective study covering data from 350 ECMO-treated patients with ARDS in 23 ICUs, Schmidt et al. reported that the tidal volume was 3.7 ± 2.0 ml/kg and respiratory rate was 14 ± 6 breaths/min when patients were on ECMO (35).

This study has some limitations. First, this is a retrospective study. Some critical information, such as ventilator settings, was incomplete. The data on demographic information, complications, timing of critical events, and living status, however, are concrete. Second, the shortage of health care workers in Hubei Province, especially in its capital–Wuhan City, may make some findings in our study difficult to interpret. However, a shortage of health care workers is or will be a common reality in many places right now or in the near future.

Conclusions

The ECMO-treated patients with ARDS caused by SARS-CoV-2 were of a broad age range and with severe hypoxemia in Hubei, China. The duration of ECMO support was relatively long, and the rate of complications and the mortality were high.

Data Availability Statement

The original contributions presented in the study are included in the article/Supplementary Materials, and further inquiries can be directed to the corresponding author/s.

Ethics Statement

The studies involving human participants were reviewed and approved by the Ethics Committee of Union hospital, Tongji Medical College, Huazhong University of Science and Technology (2020-0103-1). Written informed consent for participation was not required for this study in accordance with the national legislation and the institutional requirements.

Author Contributions

XY, MH, YYu, XZh, MF, YL, YP, LW, YW, JY, LZ, BW, ZX, BL, YYa, XQ, WX, HL, ZS, CY, FC, JL, ZZ, LL, and XL collected the data. XY, MH, YYu, XZh, MF, YL, YP, and LW wrote the original manuscript. RL, XZo, HS, YO, DX, JX, JZ, HL, HQ, XF, and CH summarized all data. ZY, SY, DZ, and YS designed the study, and revised the final manuscript. All authors contributed to the article and approved the submitted version.

Conflict of Interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Acknowledgments

We sincerely thank all health care workers involved in the care of patients with COVID-19.

Supplementary Material

The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fmed.2020.611460/full#supplementary-material

Abbreviations

APTT, activated partial thromboplastin time; COVID-19, coronavirus disease 2019; ARDS, severe acute respiratory distress syndrome; ECMO, extracorporeal membrane oxygenation; ELSO, Extracorporeal Life Support Organization; ICU, intensive care unit; IQR, interquartile range.

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Keywords: SARS-CoV-2, COVID-19, acute respiratory distress syndrome, extracorporeal membrane oxygenation, intensive care unit, prognosis

Citation: Yang X, Hu M, Yu Y, Zhang X, Fang M, Lian Y, Peng Y, Wu L, Wu Y, Yi J, Zhang L, Wang B, Xu Z, Liu B, Yang Y, Xiang X, Qu X, Xu W, Li H, Shen Z, Yang C, Cao F, Liu J, Zhang Z, Li L, Liu X, Li R, Zou X, Shu H, Ouyang Y, Xu D, Xu J, Zhang J, Liu H, Qi H, Fan X, Huang C, Yu Z, Yuan S, Zhang D and Shang Y (2021) Extracorporeal Membrane Oxygenation for SARS-CoV-2 Acute Respiratory Distress Syndrome: A Retrospective Study From Hubei, China. Front. Med. 7:611460. doi: 10.3389/fmed.2020.611460

Received: 29 September 2020; Accepted: 13 November 2020;
Published: 12 January 2021.

Edited by:

Zhongheng Zhang, Sir Run Run Shaw Hospital, China

Reviewed by:

Lee S. Nguyen, Clinique Ambroise Paré, France
Stefania Crotti, IRCCS Ca 'Granda Foundation Maggiore Policlinico Hospital, Italy

Copyright © 2021 Yang, Hu, Yu, Zhang, Fang, Lian, Peng, Wu, Wu, Yi, Zhang, Wang, Xu, Liu, Yang, Xiang, Qu, Xu, Li, Shen, Yang, Cao, Liu, Zhang, Li, Liu, Li, Zou, Shu, Ouyang, Xu, Xu, Zhang, Liu, Qi, Fan, Huang, Yu, Yuan, Zhang and Shang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Zhui Yu, yuzhui@whu.edu.cn; Shiying Yuan, shiying_yuan@163.com; Dingyu Zhang, 1813886398@qq.com; You Shang, you_shanghust@163.com

These authors have contributed equally to this work

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.