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Liang H, Yang M, Luo D, Wu YK. Improving Adherence of Young Male Patients with HBV Infection to the Regular Follow-Up via Mobile Healthcare Platform Might Be Cost-Effective to Decrease the Morbidity of Advanced Liver Cancer. Patient Prefer Adherence 2024; 18:2581-2595. [PMID: 39717819 PMCID: PMC11665142 DOI: 10.2147/ppa.s497831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2024] [Accepted: 12/13/2024] [Indexed: 12/25/2024] Open
Abstract
Background Young adults contribute substantially to the social economy. However, the number of young adults with liver cancer has increased recently. In addition, the mortality rate of these patients is high. Methods This retrospective study investigated the risk factors of young patients diagnosed with liver cancer over the past 12 years. Results The risk factors of liver cancer, including male, HBV infection, and family history of diseases, were more common in young patients. Nearly 80% of young patients (198/253) were tested as positive HBsAg. However, most of these patients did not visit doctors regularly, as recommended. Thus, 55.7% of young patients were diagnosed with advanced liver cancer. The aspartate aminotransferase (AST) levels were independently associated with advanced liver cancer (OR = 4.262, 95% CI = 1.559-11.65, P = 0.005) in the multivariable logistic regression. The 1-year survival rate of these patients was 19.4%. Conclusion The high-risk factors of liver cancer are common in young patients. The poor adherence to regularly visited doctors in young patients might contribute to the high ratio of advanced liver cancer. The 1-year survival rate of these patients is low. Improving patient's adherence via mobile healthcare platform and monitoring serum AST levels might decrease the incidence and mortality of liver cancer in young adults.
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Affiliation(s)
- Hao Liang
- Department of Hepatobiliary Surgery, Suining Central Hospital, Suining, Sichuan Province, People’s Republic of China
| | - Min Yang
- Department of Hepatobiliary Surgery, Suining Central Hospital, Suining, Sichuan Province, People’s Republic of China
| | - Dan Luo
- Department of Hepatobiliary Surgery, Suining Central Hospital, Suining, Sichuan Province, People’s Republic of China
| | - Ya-Kun Wu
- Department of Hepatobiliary Surgery, Suining Central Hospital, Suining, Sichuan Province, People’s Republic of China
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Chen S, Feng C, Sun P, Zhang J, Liang H. Effect of Online Clinic on Follow-Up Compliance and Survival Outcomes in Nasopharyngeal Carcinoma: Real-World Cohort Study from Endemic Area. Healthcare (Basel) 2024; 12:1452. [PMID: 39057595 PMCID: PMC11276505 DOI: 10.3390/healthcare12141452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Revised: 07/16/2024] [Accepted: 07/18/2024] [Indexed: 07/28/2024] Open
Abstract
Nasopharyngeal carcinoma (NPC) requires regular follow-up to detect recurrence as early as possible. However, many patients are unable to regularly follow up due to the inconvenience of the conventional approach. Therefore, this study was designed to investigate the impact of the online clinic on follow-up compliance and prognosis in NPC patients. Patients who were first diagnosed with NPC between April 2019 and November 2019 were enrolled. Good follow-up compliance was defined as having at least one follow-up visit every 6 months within 2 years after treatment completion. Sensitivity analyses were performed using a propensity score matching model. A total of 539 (42%) patients used online follow-up while 731 (58%) used traditional follow-up. The median age of patients in the online cohort was lower than that in the traditional cohort (44 vs. 47, p < 0.001). Compared with the traditional cohort, the online cohort had significantly better follow-up compliance (57.3% vs. 17.1%, p < 0.001) and a higher 2-year PFS rate (98.1% vs. 94.4%, p = 0.003). Survival analysis showed that online follow-up was an independent factor for better survival prognosis (HR 0.39, 95%CI 0.20-0.74, p = 0.004). Sensitivity analysis further confirmed these results. Our study found that the online clinic increased follow-up compliance and improved prognosis in NPC patients.
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Affiliation(s)
- Siqi Chen
- Lingnan College, Sun Yat-sen University, Guangzhou 510275, China;
| | - Chenyang Feng
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou 510060, China; (C.F.); (P.S.)
- Information Technology Center, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
| | - Peng Sun
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou 510060, China; (C.F.); (P.S.)
- Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
| | - Jingrong Zhang
- Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, Guangzhou 510623, China
| | - Hu Liang
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangzhou 510060, China; (C.F.); (P.S.)
- Department of Nasopharyngeal Carcinoma, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
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He H, Wu Y, Jia Z, Xu H, Pan Y, Cao D, Zhang Y, Tao X, Zhao T, Lv H, Yi J, Wang Y, Gao Y, Kou C, Niu J, Jiang J. Risk-stratified approach by aMAP score for community population infected with hepatitis B and C to guide subsequent liver cancer screening practice: A cohort study with 10-year follow-up. J Viral Hepat 2023; 30:859-869. [PMID: 37723945 DOI: 10.1111/jvh.13884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 07/12/2023] [Accepted: 08/14/2023] [Indexed: 09/20/2023]
Abstract
The aim of this study was to determine whether the age-Male-ALBI-Platelet (aMAP) score is applicable in community settings and how to maximise its role in risk stratification. A total of thousand five hundred and three participants had an aMAP score calculated at baseline and were followed up for about 10 years to obtain information on liver cancer incidence and death. After assessing the ability of aMAP to predict liver cancer incidence and death in terms of differentiation and calibration, the optimal risk stratification threshold of the aMAP score was explored, based on absolute and relative risks. The aMAP score achieved higher area under curves (AUCs) (almost all above 0.8) within 10 years and exhibited a better calibration within 5 years. Regarding absolute risk, the risk of incidence of and death from liver cancer showed a rapid increase after an aMAP score of 55. The cumulative incidence (5-year: 8.3% vs. 1.3% and 10-year: 20.9% vs. 3.6%) and mortality (5-year: 6.7% vs. 1.1% and 10-year: 17.5% vs. 3.1%) of liver cancer in individuals with an aMAP score of ≥55 were significantly higher than in those with a score of <55 (Grey's test p < .001). In terms of relative risk, the risk of death from liver cancer surpassed that from other causes after an aMAP score of ≥55 [HR = 1.38(1.02-1.87)]. Notably, the two types of death risk had opposite trends between the subpopulation with an aMAP score of ≥55 and < 55. To conclude, this study showed the value of the aMAP score in community settings and recommends using 55 as a new risk stratification threshold to guide subsequent liver cancer screening.
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Affiliation(s)
- Hua He
- Department of Clinical Epidemiology, the First Hospital of Jilin University, Changchun, China
| | - Yanhua Wu
- Department of Clinical Epidemiology, the First Hospital of Jilin University, Changchun, China
| | - Zhifang Jia
- Department of Clinical Epidemiology, the First Hospital of Jilin University, Changchun, China
| | - Hongqin Xu
- Department of Hepatology, the First Hospital of Jilin University, Changchun, China
- Center of Infectious Diseases and Pathogen Biology, the First Hospital of Jilin University, Changchun, China
| | - Yuchen Pan
- Department of Clinical Epidemiology, the First Hospital of Jilin University, Changchun, China
- Center of Infectious Diseases and Pathogen Biology, the First Hospital of Jilin University, Changchun, China
| | - Donghui Cao
- Department of Clinical Epidemiology, the First Hospital of Jilin University, Changchun, China
| | - Yangyu Zhang
- Department of Clinical Epidemiology, the First Hospital of Jilin University, Changchun, China
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, China
| | - Xuerong Tao
- Department of Clinical Epidemiology, the First Hospital of Jilin University, Changchun, China
| | - Tianye Zhao
- Department of Clinical Epidemiology, the First Hospital of Jilin University, Changchun, China
| | - Haiyong Lv
- Department of Clinical Epidemiology, the First Hospital of Jilin University, Changchun, China
| | - Jiaxin Yi
- Department of Clinical Epidemiology, the First Hospital of Jilin University, Changchun, China
| | - Yuehui Wang
- Department of Geriatrics, the First Hospital of Jilin University, Changchun, China
| | - Yanhang Gao
- Department of Hepatology, the First Hospital of Jilin University, Changchun, China
- Center of Infectious Diseases and Pathogen Biology, the First Hospital of Jilin University, Changchun, China
| | - Changgui Kou
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, China
| | - Junqi Niu
- Department of Hepatology, the First Hospital of Jilin University, Changchun, China
- Center of Infectious Diseases and Pathogen Biology, the First Hospital of Jilin University, Changchun, China
| | - Jing Jiang
- Department of Clinical Epidemiology, the First Hospital of Jilin University, Changchun, China
- Center of Infectious Diseases and Pathogen Biology, the First Hospital of Jilin University, Changchun, China
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Wu Z(E, Xu D, Hu PJH, Huang TS. A hierarchical multilabel graph attention network method to predict the deterioration paths of chronic hepatitis B patients. J Am Med Inform Assoc 2023; 30:846-858. [PMID: 36794643 PMCID: PMC10114116 DOI: 10.1093/jamia/ocad008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2022] [Revised: 12/26/2022] [Accepted: 01/25/2023] [Indexed: 02/17/2023] Open
Abstract
OBJECTIVE Estimating the deterioration paths of chronic hepatitis B (CHB) patients is critical for physicians' decisions and patient management. A novel, hierarchical multilabel graph attention-based method aims to predict patient deterioration paths more effectively. Applied to a CHB patient data set, it offers strong predictive utilities and clinical value. MATERIALS AND METHODS The proposed method incorporates patients' responses to medications, diagnosis event sequences, and outcome dependencies to estimate deterioration paths. From the electronic health records maintained by a major healthcare organization in Taiwan, we collect clinical data about 177 959 patients diagnosed with hepatitis B virus infection. We use this sample to evaluate the proposed method's predictive efficacy relative to 9 existing methods, as measured by precision, recall, F-measure, and area under the curve (AUC). RESULTS We use 20% of the sample as holdouts to test each method's prediction performance. The results indicate that our method consistently and significantly outperforms all benchmark methods. It attains the highest AUC, with a 4.8% improvement over the best-performing benchmark, as well as 20.9% and 11.4% improvements in precision and F-measures, respectively. The comparative results demonstrate that our method is more effective for predicting CHB patients' deterioration paths than existing predictive methods. DISCUSSION AND CONCLUSION The proposed method underscores the value of patient-medication interactions, temporal sequential patterns of distinct diagnosis, and patient outcome dependencies for capturing dynamics that underpin patient deterioration over time. Its efficacious estimates grant physicians a more holistic view of patient progressions and can enhance their clinical decision-making and patient management.
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Affiliation(s)
- Zejian (Eric) Wu
- Department of Operations and Information Systems, David Eccles School of Business, University of Utah, Salt Lake City, Utah, USA
| | - Da Xu
- Department of Information Systems, College of Business, California State University Long Beach, Long Beach, California, USA
| | - Paul Jen-Hwa Hu
- Department of Operations and Information Systems, David Eccles School of Business, University of Utah, Salt Lake City, Utah, USA
| | - Ting-Shuo Huang
- Department of General Surgery, Keelung Chang Gung Memorial Hospital, Keelung City, Taiwan
- Department of Chinese Medicine, College of Medicine, Chang Gung University, Taoyuan City, Taiwan
- Community Medicine Research Center, Keelung Chang Gung Memorial Hospital, Keelung City, Taiwan
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Huynh KQ, Le AT, Phan TT, Ho TT, Pho SP, Nguyen HT, Le BT, Nguyen TT, Nguyen ST. The Diagnostic Power of Circulating miR-1246 in Screening Cancer: An Updated Meta-analysis. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2023; 2023:8379231. [PMID: 37122536 PMCID: PMC10139802 DOI: 10.1155/2023/8379231] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 03/28/2023] [Accepted: 04/11/2023] [Indexed: 05/02/2023]
Abstract
Background MicroRNA-1246 (miR-1246), an oncomiR that regulates the expression of multiple cancer-related genes, has been attracted and studied as a promising indicator of various tumors. However, diverse conclusions on diagnostic accuracy have been shown due to the small sample size and limited studies included. This meta-analysis is aimed at systematically assessing the performance of extracellular circulating miR-1246 in screening common cancers. Methods We searched the PubMed/MEDLINE, Web of Science, Cochrane Library, and Google Scholar databases for relevant studies until November 28, 2022. Then, the summary receiver operating characteristic (SROC) curves were drawn and calculated area under the curve (AUC), diagnostic odds ratio (DOR), sensitivity, and specificity values of circulating miR-1246 in the cancer surveillance. Results After selection and quality assessment, 29 eligible studies with 5914 samples (3232 cases and 2682 controls) enrolled in the final analysis. The pooled AUC, DOR, sensitivity, and specificity of circulating miR-1246 in screening cancers were 0.885 (95% confidence interval (CI): 0.827-0.892), 27.7 (95% CI: 17.1-45.0), 84.2% (95% CI: 79.4-88.1), and 85.3% (95% CI: 80.5-89.2), respectively. Among cancer types, superior performance was noted for breast cancer (AUC = 0.950, DOR = 98.5) compared to colorectal cancer (AUC = 0.905, DOR = 47.6), esophageal squamous cell carcinoma (AUC = 0.757, DOR = 8.0), hepatocellular carcinoma (AUC = 0.872, DOR = 18.6), pancreatic cancer (AUC = 0.767, DOR = 12.3), and others (AUC = 0.887, DOR = 27.5, P = 0.007). No significant publication bias in DOR was observed in the meta-analysis (funnel plot asymmetry test with P = 0.652; skewness value = 0.672, P = 0.071). Conclusion Extracellular circulating miR-1246 may serve as a reliable biomarker with good sensitivity and specificity in screening cancers, especially breast cancer.
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Affiliation(s)
- Khanh Quang Huynh
- The Breast Unit, Cancer Center, Cho Ray Hospital, HCMC 700000, Vietnam
| | - Anh Tuan Le
- Department of Chemo-Radiotherapy, Cancer Center, Cho Ray Hospital, HCMC 700000, Vietnam
| | - Thang Thanh Phan
- The Laboratory D Unit, Cancer Center, Cho Ray Hospital, HCMC 700000, Vietnam
| | - Toan Trong Ho
- The Laboratory D Unit, Cancer Center, Cho Ray Hospital, HCMC 700000, Vietnam
| | - Suong Phuoc Pho
- The Laboratory D Unit, Cancer Center, Cho Ray Hospital, HCMC 700000, Vietnam
| | - Hang Thuy Nguyen
- Department of Clinical Pathology, Cho Ray Hospital, HCMC 700000, Vietnam
| | - Binh Thanh Le
- Department of General Director, Cho Ray Hospital, HCMC 700000, Vietnam
| | - Thuc Tri Nguyen
- Department of General Director, Cho Ray Hospital, HCMC 700000, Vietnam
| | - Son Truong Nguyen
- Department of General Director, Cho Ray Hospital, HCMC 700000, Vietnam
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Lu W, Hong W, Qiu H, Zhou Z, He Z, Zeng W, Zhong W, Xie J. A novel prognostic time window based on conditional survival and outcomes analyses of primary liver cancer patients. Cancer Med 2022; 11:3873-3885. [PMID: 35460212 PMCID: PMC9582677 DOI: 10.1002/cam4.4762] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 01/26/2022] [Accepted: 04/09/2022] [Indexed: 11/07/2022] Open
Abstract
Background Liver cancer is one of the most deadly and prevalent cancers. A routine follow‐up plan for liver cancer is crucial but limited. In the present study, we aimed to disclose possible risk factors and critical survival time windows for primary liver cancer. Methods We enrolled 692 liver cancer patients from Sun Yat‐sen University Cancer Center (SYSUCC). Univariate and multivariate logistic regression analyses of cirrhosis and recurrence were conducted. A meta‐analysis was utilized to validate an indication of creatinine (CRE) in recurrence. Conditional survival analysis was performed using the Kaplan–Meier method. The results were further verified by the SYSUCC validation cohort and Surveillance, Epidemiology, and End Results (SEER) validation cohort. Results Our results indicated that A/G, history of hepatitis, history of alcohol consumption and platelet (PLT) might be potential prognostic factors for cirrhosis in liver cancer patients. CRE was significantly correlated with recurrence due to various therapies, especially after transarterial embolization. Moreover, 1.5 years to 2 years may be a critical time window for deterioration in survival rate based on the conditional survival analysis. Conclusion A/G, history of hepatitis, alcohol consumption and PLT may be potential prognostic factors for cirrhosis in liver cancer patients. More attention should be focused on the renal function when treating the patients due to the significant role of CRE. 1.5 years to 2 years is a critical time window for deterioration in survival rate for liver cancer patients that contributes to determining the optimal follow‐up plan in the future.
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Affiliation(s)
- Weicheng Lu
- State Key Laboratory of Oncology in Southern China, Department of Anesthesiology, Sun Yat-sen University Cancer Center, Collaborative Innovation for Cancer Medicine, Guangzhou, China
| | - Weifeng Hong
- Department of Radiotherapy, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Haibo Qiu
- State Key Laboratory of Oncology in Southern China, Department of Gastric Surgery, Sun Yat-sen University Cancer Center, Collaborative Innovation for Cancer Medicine, Guangzhou, China
| | - Zhongguo Zhou
- State Key Laboratory of Oncology in Southern China, Department of Hepatobiliary Oncology, Sun Yat-sen University Cancer Center, Collaborative Innovation for Cancer Medicine, Guangzhou, China
| | - Zhonglian He
- State Key Laboratory of Oncology in Southern China, Information Center, Sun Yat-sen University Cancer Center, Collaborative Innovation for Cancer Medicine, Guangzhou, China
| | - Weian Zeng
- State Key Laboratory of Oncology in Southern China, Department of Anesthesiology, Sun Yat-sen University Cancer Center, Collaborative Innovation for Cancer Medicine, Guangzhou, China
| | - Weiqiang Zhong
- State Key Laboratory of Oncology in Southern China, Department of Anesthesiology, Sun Yat-sen University Cancer Center, Collaborative Innovation for Cancer Medicine, Guangzhou, China
| | - Jingdun Xie
- State Key Laboratory of Oncology in Southern China, Department of Anesthesiology, Sun Yat-sen University Cancer Center, Collaborative Innovation for Cancer Medicine, Guangzhou, China
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Shim JJ, Kim GA, Oh CH, Kim JW, Myung J, Kim BH, Oh IH. Reduced liver cancer mortality with regular clinic follow-up among patients with chronic hepatitis B: A nationwide cohort study. Cancer Med 2020; 9:7781-7791. [PMID: 32857923 PMCID: PMC7571840 DOI: 10.1002/cam4.3421] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 08/05/2020] [Accepted: 08/07/2020] [Indexed: 01/15/2023] Open
Abstract
Background Regular clinic follow‐up is a prerequisite for optimal antiviral therapy and surveillance of hepatocellular carcinoma in patients with chronic hepatitis B (CHB). However, adherence to regular follow‐up stays low in practice. This study investigated whether regular follow‐up is associated with decreased liver cancer mortality in CHB patients. Methods A nationwide population‐based historical cohort study was conducted using customized data from the National Health Insurance Service of Korea. The number of hospital visits every 3‐month interval was counted for 2 years from the date of CHB diagnosis. Patients were classified into three follow‐up groups: regular (four to eight visits), irregular (one to three visits), and no follow‐up. The risk of liver cancer mortality was compared among the groups using Cox proportional hazard regression analysis. Results Of the 414 074 CHB patients, 22.9% had regular follow‐up. In multivariable analysis, regular follow‐up was independently associated with decreased risk of liver cancer mortality compared to no follow‐up (hazard ratio [HR], 0.56; 95% confidence interval [CI], 0.50‐0.63, P < .001). Regular follow‐up was also associated with the lowest risk of all‐cause mortality (HR, 0.60; 95% CI, 0.57‐0.63, P < .001). Patients with regular follow‐up received more curative treatment (23.1% vs 15.1%, P < .001). Patients were less motivated when they were female, >60 years, of low socioeconomic status, disabled, lived in a rural area, had a higher comorbidity rate, or did not have cirrhosis. Conclusions Regular follow‐up at least every 3‐6 months is significantly associated with reduced liver cancer mortality in patients with CHB.
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Affiliation(s)
- Jae-Jun Shim
- Department of Internal Medicine, Kyung Hee University School of Medicine, Seoul, Korea
| | - Gi-Ae Kim
- Department of Internal Medicine, Kyung Hee University School of Medicine, Seoul, Korea
| | - Chi Hyuk Oh
- Department of Internal Medicine, Kyung Hee University School of Medicine, Seoul, Korea
| | - Jung Wook Kim
- Department of Internal Medicine, Kyung Hee University School of Medicine, Seoul, Korea
| | - Jisun Myung
- Department of Preventive Medicine, School of Medicine, Kyung Hee University, Seoul, Korea
| | - Byung-Ho Kim
- Department of Internal Medicine, Kyung Hee University School of Medicine, Seoul, Korea
| | - In-Hwan Oh
- Department of Preventive Medicine, School of Medicine, Kyung Hee University, Seoul, Korea
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