Severe fever with thrombocytopenia syndrome (SFTS) is an emerging infectious disease that was recently identified in China, South Korea and Japan. The objective of the study was to evaluate the epidemiologic and clinical characteristics of SFTS in South Korea.
SFTS is a reportable disease in South Korea. We included all SFTS cases reported to the Korea Centers for Disease Control and Prevention (KCDC) from January 2013 to December 2015. Clinical information was gathered by reviewing medical records, and epidemiologic characteristics were analyzed using both KCDC surveillance data and patient medical records. Risk factors for mortality in patients with SFTS were assessed. A total of 172 SFTS cases were reported during the study period. SFTS occurred throughout the country, except in urban areas. Hilly areas in the eastern and southeastern regions and Jeju island (incidence, 1.26 cases /105 person-years) were the main endemic areas. The yearly incidence increased from 36 cases in 2013 to 81 cases in 2015. Most cases occurred from May to October. The overall case fatality ratio was 32.6%. The clinical progression was similar to the 3 phases reported in China: fever, multi-organ dysfunction, and convalescence. Confusion, elevated C-reactive protein, and prolonged activated partial thromboplastin times were associated with mortality in patients with SFTS. Two outbreaks of nosocomial SFTS transmission were observed.
Severe fever with thrombocytopenia (SFTS) is an emerging infectious disease that was first discovered in China in 2009. Subsequently, SFTS has also been found in South Korea and Japan. Here, we report the epidemiologic and clinical characteristics of 172 confirmed SFTS cases in South Korea that occurred since the first case was reported in 2013. SFTS was prevalent throughout South Korea, except for in urban areas. The incidence was relatively low in the western and southwestern rice field areas and the scarcely populated eastern mountainous area. Hilly areas were the major endemic regions. The incidence was increasing annually, and the case fatality ratio was 32.6%. A mental status of confusion, elevated levels of C-reactive protein, and prolongation of activated partial thromboplastin time were associated with mortality in patients with SFTS. Two outbreaks of nosocomial SFTS transmission were noted.
Citation: Choi SJ, Park S-W, Bae I-G, Kim S-H, Ryu SY, Kim HA, et al. (2016) Severe Fever with Thrombocytopenia Syndrome in South Korea, 2013-2015. PLoS Negl Trop Dis 10(12): e0005264. https://doi.org/10.1371/journal.pntd.0005264
Editor: Joseph Raymond Zunt, University of Washington, UNITED STATES
Received: July 21, 2016; Accepted: December 15, 2016; Published: December 29, 2016
Copyright: © 2016 Choi et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Data Availability: All relevant data are within the paper and its Supporting Information files.
Funding: This work was supported by a grant (2015-E24001-00) from the Korea Centers for Disease Control and Prevention, which had no role in the study design, data analysis, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Severe fever with thrombocytopenia syndrome (SFTS) is an emerging infectious disease that is caused by a novel SFTS virus (SFTSV) which was first reported in China in 2011 . China’s neighboring two countries, South Korea and Japan, have also reported the infection [2, 3]. The virus is transmitted to humans through tick bites, and Haemaphysalis longicornis is known to be a main vector [1, 4]. The clinical manifestations of SFTS include fever, myalgia, vomiting, diarrhea, thrombocytopenia and leukopenia. In severe cases, multi-organ dysfunction may occur ; the case fatality ratio (CFR) has been reported to be 6.3–30% [6, 7].
In South Korea, the first patient with SFTSV infection was identified in 2012 . Subsequently, an epidemiologic study reported that 35 cases of SFTS, with a CFR of 45.7%, occurred in 2013 . The objective of this study was to characterize the epidemiologic and clinical findings of all SFTS patients since the first case was reported in South Korea.
Patients and Methods
SFTS has been a reportable disease in South Korea since 2013. We included all SFTS cases reported to the Korea Centers for Disease Control and Prevention (KCDC) from 2013 to 2015 [9, 10]. Confirmatory tests of SFTSV infection were performed at KCDC by detecting M segment gene of SFTSV RNA using one-step reverse transcription polymerase chain reaction (RT-PCR) or antibody tests with immunofluorescence assay (IFA) to detect the seroconversion of paired sera for anti-SFTSV immunoglobulin G, as previously described [8, 11].
To collect clinical data, we reviewed the medical records of patients who had available epidemiologic information, clinical manifestations and laboratory findings. Epidemiologic characteristics were also supplemented by reviewing the epidemiology investigation records provided by the KCDC.
Demographic factors, date of onset, history of tick bite, presence of bite wound, and comorbidity were included. History of tick bite was self-reported and collected from medical records. The locations of possible exposure to SFTSV were determined considering the patient’s history of outdoor activities or residential scope in one month prior to the onset of illness . We used the KCDC data for the location of SFTS acquisition. Each case was coded according to its geographic location at the district level and was positioned on a map of South Korea (http://www.gadm.org). The national and regional incidences of SFTS per 100,000 person-years from 2013 to 2015 were calculated using the national census (http://kosis.kr). We divided the clinical course of SFTS into three stages by week, and a comparison of clinical and laboratory features was performed for the fatal and non-fatal cases occurring in each period. Worst values were selected for the data in each patient if there were multiple measurements during the unit period.
Definition of terms
Meningoencephalitis was defined as a white blood cell count of the cerebrospinal fluid >5 cells/mm3. Myocarditis was determined by an abnormal electrocardiography (ECG), serum levels of troponin or creatine phosphokinase (CK) fractions and an echocardiogram. Arrhythmia was defined as either a new onset during the course of illness or a previously undiagnosed new case. Acute kidney injury was defined as serum creatinine levels ≥2 mg/dl and 2 times the baseline levels [5, 12]. The Acute Physiology and Chronic Health Evaluation (APACHE II) score was also calculated . Severe thrombocytopenia was defined as platelet count <50x103/mm3 in view of its implication for the critical threshold that a risk of spontaneous bleeding increases [5, 14]. The prolongation of activated partial thromboplastin time (aPTT) was defined as aPTT >60 sec, indicating >50% of upper normal value (reference value of aPTT <40 sec) [5, 15].
Statistical analyses were performed using Pearson’s chi-square test or Fisher’s exact test to analyze the relationships between categorical variables and severity of disease. Two-sample t-tests or Mann-Whitney U-tests were used to compare the continuous variables between fatal and non-fatal cases. Longitudinal analysis for serial clinical feature and laboratory parameters was performed using a multivariable generalized estimating equation with binomial variable and linear mixed model with continuous variable. The risk factors for mortality in patients with SFTS were analyzed by binary logistic regression. P values <0.05 were considered statistically significant. Variables having P values <0.05 in the univariate analysis were used for a multivariate stepwise logistic regression analysis. We sought sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) of single variable from 1st week after the onset of illness which was significant in univariate analysis. We also analyzed sensitivity, specificity, and C-statistics of combined variable from 1st week after the onset of illness which were significant in the multivariate analysis (SPSS 22.0; SPSS Inc., Chicago, IL, USA).
This study was approved by the institutional review board (IRB) of Boramae Medical Center (#15-2015-123). All the institutions participating in the clinical network also obtained approval from their IRBs. Personal information was de-identified before collection and the anonymized data were processed by different analyzers. All clinical investigations were conducted according to the principles expressed in the Declaration of Helsinki.
The study patients
A total of 170 SFTS cases were reported to the KCDC during the study period of 2013–2015 . Of the 170 SFTS cases, 161 were confirmed by RT-PCR and 9 patients by IFA. We also included 2 additional cases that had a negative conventional RT-PCR but a positive real-time RT-PCR. Therefore, a total of 172 cases of SFTS were included in this study.
The yearly incidence of SFTS was 36 cases in 2013 (including one case in 2012), 55 cases in 2014, and 81 cases in 2015. The case fatality ratio was 47.2% (17/36) in 2013, 32.7% (18/55) in 2014, and 25.9% (21/81) in 2015, with an overall CFR of 32.6% (56/172). The seasonal distribution of the SFTS cases is shown in Fig 1. Most of the cases occurred between May and October. There were no cases from December to March. The geographical distribution of the SFTS cases is shown in Fig 2. SFTS occurred throughout South Korea, with the exception of urban areas. The incidence was relatively low in the western and southwestern rice field areas and the scarcely populated eastern mountainous areas. Hilly areas were the major endemic regions. The overall incidence was 0.11 cases/105 person-years. Specifically, Jeju province (23 cases, 1.26 cases/105 person-years) showed the highest incidence rate, followed by Gangwon (26 cases, 0.54 cases/105 person-years), Gyeongbuk (33 cases, 0.41 cases/105 person-years), and Jeonnam province (13 cases, 0.23 cases/105 person-years) (Fig 2).
The main epidemic period of SFTS was May to October. No cases were reported from December to March, which is the winter season.
SFTS occurred throughout the country with the exception of urban areas. The incidence was relatively low in the western and southwestern rice field areas and the scarcely populated eastern mountainous areas. Hilly areas were the major endemic regions. Orange circles indicate the site of infection, and the size of the circle represents the number of SFTS cases by area. Shading indicates cases per 100,000 persons.
1. Demographic data.
Of the 172 SFTS patients, detailed clinical and laboratory data were not available in 52. Of the 52 patients, 43 patients had been treated by physicians who did not participated in this study, and 9 patients were healthcare workers with nosocomial infection with SFTSV. There were no gender differences between the two groups (120 vs 52 patients), but the median age was different (69.0 vs 61.5 years, p = 0.009). The CFRs of the two groups were 38.3% and 19.2%, respectively (p = 0.014) (S1 Table).
Clinical analyses were performed for the remaining 120 patients. Fifty percent (61/120) of the patients were male. Sixty-four (53.3%) patients did not have any underlying comorbidities; of those who did, hypertension (31.7%), diabetes (18.5%), stroke (4.2%), and asthma (2.5%) were common. Fifty-two (46.4%) patients were farmers. Twenty-six (22.0%) patients recalled a tick bite, and 36 (30.3%) patients had a tick-bite wound at their initial hospital visit (Table 1).
2. Clinical presentation and progression.
The median time from the onset of illness to the hospital visit was 4 days (interquartile range [IQR], 3–6 days). The major clinical manifestations exhibited in the 1st week of illness were fever (93.5%), myalgia (63.3%), diarrhea (54.3%), anorexia (53.8%), nausea (37.4%), headache (34.1%), and confusion (25.6%) (S2 Table). Lymphadenopathy was identified in 9 (11.5%) patients, and inguinal lymph node involvement was common. Systemic symptoms including fever occurred in 95.7% of the patients, gastrointestinal symptoms in 78%, central nervous symptoms in 66.3%, respiratory and cardiovascular symptoms in 41.8%, and hemorrhagic signs in 21.5% of the 92 patients (S3 Table). Fever persisted for a median of 8 days (IQR, 6–11 days), gastrointestinal symptoms for 10 days (IQR, 8–14 days), and central nervous symptoms for 8 days (IQR, 7–17 days).
The changes in laboratory parameters over time are shown in Fig 3 & S4 Table. During the 1st week of illness, thrombocytopenia (96.7%) and leukopenia (91.3%) were most common. Elevated levels of serum aspartate aminotransferase (AST) (95.7%), alanine aminotransferase (ALT) (90.2%), lactate dehydrogenase (LDH) (94.0%), creatine kinase (CK) (88.5%), ferritin (66.7%), and C-reactive protein (CRP) (21.3%) were also observed. Hypoalbuminemia (<3.5 g/dL) and hyponatremia (<135 mmol/L) were observed in 75.3% and 48.3% of patients, respectively. The leukocyte count decreased to a minimum in a median of 7 days (IQR, 5–8 days) and returned to a normal range in the 2nd and 3rd week of survived patients. The platelet count decreased to a minimum in a median of 8 days (IQR, 5–10 days) and reverted to a normal range in the 3rd week in non-fatal cases. However, thrombocytopenia persisted in 76.9% (10/13) of patients in the fatal group, and 3 patients in the fatal group recovered from thrombocytopenia at the end of the 3rd week. AST, ALT, and LDH peaked in a median of 8 days (IQR, 6–10 days) and then gradually returned normal. An increase in CRP was observed in 66.7% (6/9) of fatal patients in the 3rd week (Fig 3 & S4 Table).
The Y-axis values denote the mean and 95% confidence intervals. Blue and red lines indicate the non-fatal and fatal groups, respectively. The number in parenthesis shows non-fatal (blue) and fatal (red) patients included in the analysis at each time point. P values show the statistical significance of variables at each time point over 3 weeks between the two groups. WBC, white blood cell; Hb, hemoglobin; ALP, serum alkaline phosphatase; AST, serum aspartate aminotransferase; ALT, serum alanine aminotransferase; PT, prothrombin time; aPTT, activated partial thromboplastin time; CRP, C-reactive protein.
Risk factors for mortality
Of the 120 patients, 37 (31.1%) were placed on mechanical ventilation. Acute renal failure (14.2%), meningoencephalitis (13.8%), new-onset arrhythmia (11.8%), and myocarditis (4.2%) were common complications during the hospital course (Table 1). Forty-six patients died, resulting in a CFR of 38.3%. The median time from onset of illness to death was 9.5 days (IQR, 7–15 days); 41.3% (19/46) of the non-surviving patients were male, and the median age was 73.5 years (IQR, 66–79 years). Of the surviving patients, 56.8% (42/74) were male, and the median age was 66 years (IQR, 52–74 years), which was lower than that of the fatal group (p < 0.001) (Table 1). The median time from the onset of illness to hospital discharge was 16 days (IQR, 13–23 days) in the non-fatal group.
Among the clinical parameters in the 1st week, dyspnea, gastrointestinal bleeding, and confusion were associated with death (Table 2). In terms of the categorical clinical features, the frequency of central nervous symptoms was higher in the fatal group (p = 0.025) (S3 Table). In the univariate analysis of laboratory parameters in week 1, severe thrombocytopenia (<50×103/mm3) was more common in the fatal group (43.1% vs 70.6%, p = 0.012). Anemia, increases in serum alkaline phosphatase, AST (>400 IU/L), ALT (> 200 IU/L) and CRP (mg/dL), and prolongation of prothrombin time (PT) (INR ≥1.3) and aPTT (>60 sec) were associated with death (Table 2).
APACHE II scores were higher in the fatal group than in the non-fatal group (15 vs 23, p <0.001).
Changes of clinical and laboratory variables over 3 weeks between the two groups were significantly different for the variables of confusion (p < 0.001), respiratory and cardiovascular symptoms (p = 0.022), platelet (p < 0.001), AST (p = 0.005), CRP (p < 0.001), serum creatinine (p < 0.001), and LDH (p < 0.001) (S2, S3 and S4 Tables & Fig 3). In the multivariate regression analysis, a mental state of confusion, elevated levels of CRP, and the prolongation of aPTT were associated with mortality (Table 2). The single variable for the highest value of sensitivity (leukopenia, 97.1%), specificity (prolongation of PT, 94.3%), PPV (prolongation of PT, 78.6%), and NPV (elevated ALT, 80.0%) was not uniform (S5 Table). With combined variables, ‘confusion + aPTT >60 sec’ showed the maximal C-statistics value of 0.786 (95% confidence interval, 0.625–0.948) (S6 Table).
This study showed that SFTS occurred throughout South Korea. The overall incidence of SFTS in South Korea was 0.11 cases per 105 person-years, which was lower than that in China (0.12–0.73 cases per 105 person-years) . The median age of 69.0 years in our patients is higher than that in China, 57.6 years , which reflects the difference of aging populations between two countries, especially in rural areas. We also showed that summer was a period of peak transmission. A previous study suggested that H. longicornis was the predominant species (90.8%) and was widely distributed in a nationwide surveillance of ticks . Although H. longicornis is the major vector, other tick species such as Haemaphysalis flava, Amblyomma testudinarium and Ixodes nipponensis have also been reported to carry SFTSV in South Korea [19, 20]. The peak transmission in summertime may be attributable to the seasonal life cycle of H. longicornis [18, 21] and the increased rates of outdoor activity during this season. The western and southwestern areas of South Korea showed a relatively low incidence of SFTS, which might be related to the low SFTSV infection rate in ticks . This is evidenced by the contrasting finding of a high incidence of tsutsugamushi in the same area, which is closely related to people’s outdoor activity and is one of the most common notifiable infectious diseases in South Korea [22, 23]. The main epidemic season of tsutsugamushi in South Korea is autumn, when chigger mites begin sucking blood from mammals to meet the developmental needs of their life cycle. Several SFTS patients were found to be infected in urban areas. However, 4 cases in Seoul and 5 cases in Wonju were from nosocomial outbreaks. All other cases reported in urban areas were from major cities such as Daegu, Ulsan, Busan and Gwangju, and these cases occurred in the rural suburbs of the city border. Therefore, no endemic cases in inner city were found in South Korea.
The overall CFR in our study was 32.6% which was compared with 12.2% reported recently in China . Although the CFRs of consecutive three years has been decreasing, the CFRs may still be exaggerated. Since SFTS is a newly emerging infectious disease in South Korea, more inclusive screening criteria and education will continue to find more patients with milder presentation. But the patients with mild presentations may have so short or no viremic period that real-time RT-PCR for serum cannot prove the presence of SFTSV effectively. The easy accessibility to well-performing serologic method is needed to help the diagnosis for such patients group. The annual increase of SFTS incidence may be interpreted as a result of increased surveillance or awareness otherwise not detected in the past. We need to follow the trend of SFTS incidence further.
The clinical course of our patients was consistent with the 3 previously reported clinical stages of fever, multi-organ dysfunction and convalescence . Our study identified fever, thrombocytopenia and leukopenia in more than 90% of the patients in the 1st stage, and high fever lasted for a median of 6–11 days. Chinese data showed a high-fever period of 5–11 days . In the 2nd stage, biomarkers including AST, ALT and aPTT were elevated to maximum levels. However, there were notable differences in these values between the fatal and non-fatal groups (Fig 3). During the convalescence stage, the clinical symptoms of SFTS patients began to resolve from 8 to 11 days after the onset of illness, and the laboratory parameters gradually returned to their normal ranges. In China, the convalescence stage began approximately 11–19 days after disease onset, and the biochemical measurements returned to normal within approximately 3–4 weeks in survivors . The overall types of clinical parameters and their changes over time were similar in South Korea and China.
In our study, the median time from the onset of illness to death was 9.5 days. The levels of important biomarkers including hemoglobin, platelets, PT, aPTT, serum ALP, AST, ALT and CRP and clinical parameters such as age, dyspnea, gastrointestinal bleeding and confusion all showed significant differences between the fatal and non-fatal groups. Previous studies found that age, neurologic manifestations, hemorrhagic signs, thrombocytopenia, and elevations of AST, CK or LDH were related to mortality in patients with SFTS in univariate analyses [5, 24]. Neurologic manifestations, thrombocytopenia, prolongation of aPTT, hypoalbuminemia and hyponatremia were significant prognostic factors in multivariate analyses [6, 21, 25]. In our study, confusion, elevated levels of CRP, and prolonged aPTT were associated with the death of patients with SFTS in the multivariate analysis. Overall, mental status and hemorrhagic tendency seemed to be the predominant factors closely related to prognosis. We sought the sensitivity/specificity and PPV/NPV for single or combined variables which were significant in the univariate and multivariate analysis. Confusion and aPTT were important predictors for death. Elevated CRP as either continuous or categorical (>3 mg/dL) variable was one of significant predictors for death from several analyses in our study. Secondary infections like pneumonia or catheter related bloodstream infection might complicate the fatal patients. 31.1% of patients underwent mechanical ventilation during the hospital course. But we couldn’t collect precise data for the infectious complications.
Two hospital outbreaks of SFTS occurred, and 9 healthcare workers (HCWs) were infected [11, 26]. In one hospital, 4 of the 27 HCWs who had contacted with an index patient during cardiopulmonary resuscitation were diagnosed with SFTS via seroconversion . In another hospital, 5 of the 27 HCWs who had been exposed to blood and body fluids were also diagnosed with SFTS via seroconversion . All of the healthcare workers had mild or asymptomatic infections. Nosocomial outbreaks were also reported in China, and not only doctors and nurses but also family members and mortuary beauticians were infected. Therefore, standard precautions should be strictly implemented when caring for suspected SFTS patients [27–29].
Several diseases should be mentioned in the differential diagnosis in South Korea. Human granulocytic anaplasmosis (HGA), which is a tick-borne disease, has a similar clinical presentation including fever, thrombocytopenia and leukopenia. The first human case of HGA in South Korea was reported in 2014 . A serologic survey of the blood samples submitted for SFTS tests showed a 2.2% positivity for anaplasmosis . A. phagocytophilum has been detected in H. longicornis, I. nipponensis and I. persulcatus ticks [32, 33]. Human monocytotrophic ehrlichiosis also has a similar clinical presentation. Ehrlichiosis was reported in an active duty soldier , and its causative agent, Ehrlichia chaffeensis, was identified in ticks in South Korea . Hemophagocytic lymphohistiocytosis (HLH) is an aggressive and life-threatening disease which is triggered commonly by infection. Its major diagnostic criteria include fever (≥38.5°C), thrombocytopenia, neutropenia, hyperferritinemia (>3,000 ng/mL), CNS symptoms, hepatitis, coagulopathy and hemophagocytosis in bone marrow . These findings were not uncommon in our data (S3 & S4 Tables). Although we did not observe bone marrow findings, hemophagocytosis in the bone marrow of SFTS patients has been reported as one of the key findings [36–38]. As a cause of secondary HLH, SFTS needs to be considered in endemic areas.
Specific antiviral therapies are urgently needed considering the high fatality and widespread prevalence of SFTS in northeast Asian regions. This study did not analyze the effects of antiviral treatment for SFTS because of the limited number of cases. Several regimens have been tested based on individual physician’s decisions, including a combination of plasma exchange and ribavirin administration , plasma exchange followed by convalescent plasma therapy , and combination of intravenous immunoglobulin and corticosteroid . Ribavirin showed in vitro antiviral effects against SFTSV in a dose-dependent manner . However, a clinical study found that ribavirin monotherapy was not effective . Recent studies suggest that favipiravir and a combination of ribavirin and interferon may be effective in treating SFTS infection [44, 45].
This study has some limitations. As the study data were retrospectively collected from many study sites, the clinical variables affecting the risk factors for death could be incompletely assessed. But most of the SFTS patients were referred to infectious disease physicians, and usually the patients had intensive medical scrutiny with frequent laboratory evaluations. We presented the epidemiologic features of all 172 patients who had SFTS in a period of 3 years. However, in the clinical analysis, we excluded 52 patients. The two groups (120 vs 52 patients) showed significant differences in age distribution and CFR. This is because the group of 52 patients included the nosocomial outbreak cases, which occurred in younger ages and had a mild presentation.
In conclusion, SFTS is a prevalent endemic disease in South Korea that has a high case-fatality ratio. The clinical manifestations were similar to those reported in China. Confusion, elevated levels of C-reactive protein, and prolonged activated partial thromboplastin times were associated with death in patients with SFTS. The development of effective therapeutics for SFTSV infection is urgently needed.
Demographic differences between SFTS patients with (A) and without (B) detailed clinical and laboratory data.
S2 Table. Changes in clinical manifestations of patients with SFTS over time after the onset of illness.
S3 Table. Changes in categorical clinical features of patients with SFTS over time after the onset of illness.
S4 Table. Changes in laboratory parameters of patients with SFTS over three weeks in fatal and non-fatal groups.
S5 Table. Sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) of single variable from 1st week after the onset of illness which was significant in the univariate analysis.
S6 Table. Sensitivity, specificity, C-statistics and 95% confidence interval (CI) of combined two variables from 1st week after the onset of illness which were significant in the multivariate analysis.
We thank the members of the Korea SFTS Clinical Network for their cooperation in this study: Chisook Moon (Inje University Busan Paik Hospital, Busan), Tark Kim (Soonchunhyang University Bucheon Hospital, Bucheon), Chang-Seop Lee (Chonbuk National University Medical School, Jeonju), Jae Hoon Lee (Wonkwang University School of Medicine, Iksan), Yee Gyung Kwak (Inje University Ilsan Paik Hospital, Goyang), Joon Sup Yeom (Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul), Baek-Nam Kim (Inje University Sanggye-Paik Hospital, Seoul), Hong Bin Kim (Seoul National University Bundang Hospital, Seongnam), Ji Hwan Bang (Seoul National University Boramae Medical Center, Seoul), and Pyoeng Gyun Choe and Nam Joong Kim (Seoul National University College of Medicine, Seoul), all in the Republic of Korea.
We also thank our collaborators for collecting the data: Jacob Lee (Hallym University Medical Center, Seoul), Eun Hee Song (GangNeung Asan Hospital, GangNeung), Ki-Ho Park (Kyung Hee University Hospital, Seoul), Joon Young Song (Korea University Guro Hospital, Seoul), Dae Won Park (Korea University Ansan Hospital), Young Kyung Yoon (Korea University Anam Hospital), Hyun Hee Kwon (Daegu Catholic University Medical Center, Daegu), Cheol-In Kang (Samsung Medical Center, Seoul), Yu Mi Wi (Samsung Changwon Hospital, Changwon), Seong-Heon Wie (St. Vincent's Hospital, Suwon), Sang Hoon Han (Severance Hospital, Seoul), Yong Kyun Cho (Gachon University Gil Medical Center, Incheon), Jin-Soo Lee (Inha University Hospital, Incheon), Yoon Hee Jun (Cheju Halla Hospital, Jeju), Min Hee Lim (Changwon Fatima Hospital, Changwon), Kyung-Wook Hong (Hallym University Sacred Heart Hospital, Chuncheon), Moon-Hyun Chung (Hanmaeum Hospital, Jeju), and Sung min Kiem (Inje University Paik Hospital, Busan), all in the Republic of Korea.
- Conceptualization: SWP MdO.
- Data curation: SJC SWP.
- Formal analysis: SJC SWP.
- Funding acquisition: MdO.
- Investigation: SJC SWP IGB SHK SYR HAK HCJ JH JBJ YJ HHC YKK JY KHK JHH YSK HWJ KHS WBP ESK.
- Methodology: SWP MdO.
- Project administration: SWP MdO.
- Resources: SJC SWP IGB SHK SYR HAK HCJ JH JBJ YJ HHC YKK JY KHK JHH YSK HWJ KHS WBP ESK.
- Supervision: SWP MdO.
- Visualization: SJC SWP.
- Writing – original draft: SJC SWP JY JHH WBP ESK.
- Writing – review & editing: SJC SWP IGB SHK SYR HAK HCJ JH JBJ YJ HHC YKK JY KHK JHH YSK HWJ KHS WBP ESK MdO.
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