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Hsu H, Kocis PT, Pichardo‐Lowden A, Hwang W. Major adverse cardiovascular events' reduction and their association with glucose-lowering medications and glycemic control among patients with type 2 diabetes: A retrospective cohort study using electronic health records. J Diabetes 2024; 16:e13604. [PMID: 39431844 PMCID: PMC11492400 DOI: 10.1111/1753-0407.13604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Revised: 06/16/2024] [Accepted: 06/30/2024] [Indexed: 10/22/2024] Open
Abstract
BACKGROUND Cardiovascular diseases are a common cause of death among patients with type 2 diabetes (T2DM). Major adverse cardiovascular event (MACE) risks can be significantly reduced under adequate glycemic control (GC). This study aims to identify factors that influence MACE risk among patients with T2DM, including Hemoglobin A1c variability score (HVS) and early use of MACE-preventive glucose-lowering medications (GLMs). METHODS We conducted a longitudinal cohort study to retrospectively review electronic health records between 2011 and 2022. Patients with T2DM ≥18 years without previous stroke or acute myocardial infarction (AMI) were included. Cox regression was utilized to investigate MACE risk factors and compare MACE risk reduction associated with early use of MACE-preventive GLMs. RESULTS A total of 19 685 subjects were included, with 5431 having MACE, including 4453 strokes, 977 AMI, and 1 death. There were 11 123 subjects with good baseline GC. Subjects with good baseline GC had 0.837 (confidence interval [CI]: 0.782-0.895) times lower MACE risk than their counterpart. Subjects with a single MACE-preventive GLM at baseline with continuous use >365 days showed a decreased MACE hazard ratio (0.681; CI: 0.635-0.731). Among all MACE-preventive GLMs, semaglutide provided a more significant MACE-preventive effect. CONCLUSIONS This study identified that GLM, early GC, and HVS are MACE determinants among patients with T2DM. Novel GLM, adequate GC, and reduction of HVS can benefit MACE outcomes.
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Affiliation(s)
- Haowen Hsu
- Department of Clinical PharmacySchool of Pharmacy, College of Pharmacy, Taipei Medical UniversityTaipeiTaiwan
- Department of Public Health SciencesCollege of Medicine, Penn State UniversityHersheyPennsylvaniaUSA
| | - Paul Thomas Kocis
- Department of PharmacyPenn State Health Milton S. Hershey Medical CenterHersheyPennsylvaniaUSA
- Department of PharmacologyCollege of Medicine, Penn State UniversityHersheyPennsylvaniaUSA
| | - Ariana Pichardo‐Lowden
- Department of MedicinePenn State Health Milton S Hershey Medical CenterHersheyPennsylvaniaUSA
| | - Wenke Hwang
- Department of Public Health SciencesCollege of Medicine, Penn State UniversityHersheyPennsylvaniaUSA
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Wallis CJD, Chen KC, Atkinson S, Boldt-Houle DM. Patient Demographics and Major Adverse Cardiovascular Events after Androgen Deprivation Therapy for Prostate Cancer. Adv Urol 2024; 2024:2988289. [PMID: 39372193 PMCID: PMC11452244 DOI: 10.1155/2024/2988289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 06/24/2024] [Accepted: 08/16/2024] [Indexed: 10/08/2024] Open
Abstract
Background The association between patient demographics and CV events after ADT using real-world data was evaluated. In addition to encompassing >30 times more patients than all previous MACE studies, this is the first study, to the best of our knowledge, to include a comprehensive listing of many demographic factors from one large, recent US dataset over a long period of time. Materials and Methods The retrospective analysis of data in the Decision Resources Group (now Clarivate) Real World Evidence repository, representing >300M US patients from 1991 to 2020 across all US regions, was performed. Patients with PCa receiving ≥1 ADT injection were included. MACE risk after ADT initiation was evaluated for demographic and potential PCa-related risk factors. Kaplan-Meier survival curves were constructed, and Cox regression was used to evaluate the association between MACE risk and demographic/PCa-related risk factors. Results Overall, MACE risk was slightly lower in the first year after ADT initiation (3.9%) vs. years 2-4 (∼5.2%). In a multivariate Cox model, MACE risk after ADT initiation was significantly higher for older vs. younger patients (adjusted HR per increasing year = 1.08, 95% CI: 1.07-1.09), men with a history of MACE vs. without (HR = 2.22, 95% CI: 1.72-2.88), men with very low BMI vs. normal or high BMI (HR for decreasing BMI per kg/m2 = 1.02, 95% CI: 1.01-1.03), White vs. Black patients (HR = 1.30, 95% CI: 1.08-1.55), and patients who did not use statins vs. those who did (HR = 1.13, 95% CI: 1.00-1.27). Of the PCa-related risk factors, MACE risk after ADT initiation was significantly higher for oncology vs. urology treatment setting (HR = 2.47, 95% CI: 2.12-2.88), patients with baseline metastasis vs. those without (HR = 2.30, 95% CI: 1.72-3.07), and patients treated with antagonists vs. agonists (HR = 1.62, 95% CI: 1.25-2.10). Conclusions Demographic factors are important contributors to increased MACE risk for men with PCa on ADT. Clinicians should monitor risk factors and modify if possible.
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Affiliation(s)
- Christopher J. D. Wallis
- Division of UrologyDepartment of SurgeryUniversity of Toronto, 60 Murray Street, Koffler Ctr, 6th Floor, Toronto, Ontario M5G3L9, Canada
| | - Kevin C. Chen
- Analytics and InformationXelay Acumen Group, Inc., 181 2 Ave, Suite 488, San Mateo, California 94401, USA
| | - Stuart Atkinson
- Medical AffairsTolmar Inc., 485 Half Day Road, Suite 400, Buffalo Grove, IL 60089, USA
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Ha KH, Kim DJ, Han SJ. Associations of updated cardiovascular health metrics, including sleep health, with incident diabetes and cardiovascular events in older adults with prediabetes: A nationwide population-based cohort study. Diabetes Res Clin Pract 2023; 203:110820. [PMID: 37422164 DOI: 10.1016/j.diabres.2023.110820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 06/07/2023] [Accepted: 07/06/2023] [Indexed: 07/10/2023]
Abstract
AIMS To investigate the association of updated cardiovascular health (CVH) metrics, including sleep health, with the risk of diabetes and major adverse cardiovascular events (MACE) in older adults with prediabetes. METHODS A total of 7,948 older adults with prediabetes aged ≥ 65 years were included in this study. CVH was assessed using seven baseline metrics according to the modified American Heart Association recommendations. RESULTS During a median follow-up time of 11.9 years, 2,405 (30.3%) cases of diabetes and 2,039 (25.6%) MACE were recorded. Compared with the poor composite CVH metrics group, the multivariable-adjusted hazard ratios (HRs) in the intermediate and ideal composite CVH metrics groups were respectively 0.87 (95% confidence intervals [CI] = 0.78-0.96) and 0.72 (95% CI = 0.65-0.79) for diabetes events and 0.99 (95% CI = 0.88-1.11) and 0.88 (95% CI = 0.79-0.97) for MACE. The ideal composite CVH metrics group had a lower risk of diabetes and MACE in older adults aged 65-74 years, but not in those aged ≥ 75 years. CONCLUSIONS Ideal composite CVH metrics in older adults with prediabetes were associated with a lower risk of diabetes and MACE.
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Affiliation(s)
- Kyoung Hwa Ha
- Department of Endocrinology and Metabolism, Ajou University School of Medicine, Suwon, Korea
| | - Dae Jung Kim
- Department of Endocrinology and Metabolism, Ajou University School of Medicine, Suwon, Korea
| | - Seung Jin Han
- Department of Endocrinology and Metabolism, Ajou University School of Medicine, Suwon, Korea.
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Moon MK, Noh J, Rhee EJ, Park SH, Kim HC, Kim BJ, Kim HJ, Choi S, Na JO, Hyun YY, Kim BJ, Han KD, Jeong IK. Cardiovascular Outcomes according to Comorbidities and Low-Density Lipoprotein Cholesterol in Korean People with Type 2 Diabetes Mellitus. Diabetes Metab J 2023; 47:45-58. [PMID: 36727163 PMCID: PMC9925148 DOI: 10.4093/dmj.2021.0344] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 05/19/2022] [Indexed: 01/28/2023] Open
Abstract
BACKGROUND There are no clear data to support the cardiovascular (CV) risk categories and low-density lipoprotein cholesterol (LDL-C) treatment goals in Korean people with type 2 diabetes mellitus (T2DM). We evaluated the incidence of cardiovascular disease (CVD) according to comorbidities and suggested LDL-C treatment goals in Korean people with T2DM in nationwide cohort data. METHODS Using the Korean National Health Insurance Service database, 248,002 people aged 30 to 90 years with T2DM who underwent routine health check-ups during 2009 were included. Subjects with previous CVD were excluded from the study. The primary outcome was incident CVD, defined as a composite of myocardial infarction and ischemic stroke during the follow-up period from 2009 to 2018. RESULTS The mean age of the study participants was 59.6±10.9 years, and median follow-up period was 9.3 years. CVD incidence increased in the order of DM duration of 5 years or more (12.04/1,000 person-years), hypertension (HT) (12.27/1,000 personyears), three or more CV risk factors (14.10/1,000 person-years), and chronic kidney disease (18.28/1,000 person-years). The risk of incident CVD increased linearly from an LDL-C level of ≥70 mg/dL in most patients with T2DM. In T2DM patients without HT or with a DM duration of less than 5 years, the CVD incidence increased from LDL-C level of ≥100 mg/dL. CONCLUSION For primary prevention of CVD in Korean adults with T2DM, it can be helpful to lower LDL-C targets when there are chronic kidney disease, HT, a long duration of diabetes mellitus, or three or more CV risk factors.
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Affiliation(s)
- Min Kyong Moon
- Department of Internal Medicine, Seoul Metropolitan Government Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Korea
| | - Junghyun Noh
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Inje University Ilsan Paik Hospital, Goyang, Korea
| | - Eun-Jung Rhee
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Sang Hyun Park
- Department of Medical Statistics, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Hyeon Chang Kim
- Department of Preventive Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Byung Jin Kim
- Division of Cardiology, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Hae Jin Kim
- Department of Endocrinology and Metabolism, Ajou University School of Medicine, Suwon, Korea
| | - Seonghoon Choi
- Division of Cardiology, Department of Internal Medicine, Hallym University Kangnam Sacred Heart Hospital, Seoul, Korea
| | - Jin Oh Na
- Cardiovascular Center, Division of Cardiology, Department of Internal Medicine, Korea University Guro Hospital, Seoul, Korea
| | - Young Youl Hyun
- Division of Nephrology, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Bum Joon Kim
- Department of Neurology, Stroke Center, Asan Medical Center, Seoul, Korea
| | - Kyung-Do Han
- Department of Statistics and Actuarial Science, Soongsil University, Seoul, Korea
| | - In-Kyung Jeong
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, Korea
- Corresponding author: In-Kyung Jeong https://orcid.org/0000-0001-7857-546X Division of Endocrinology and Metabolism, Department of Internal Medicine, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, 892 Dongnam-ro, Gangdong-gu, Seoul 05278, Korea
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Frundi DS, Kettig E, Popp LL, Hoffman M, Dumartin M, Hughes M, Lamy E, Fru YJW, Bano A, Muka T, Wilhelm M. Physical performance and glycemic control under SGLT-2-inhibitors in patients with type 2 diabetes and established atherosclerotic cardiovascular diseases or high cardiovascular risk (PUSH): Design of a 4-week prospective observational study. Front Cardiovasc Med 2022; 9:907385. [PMID: 35935634 PMCID: PMC9354468 DOI: 10.3389/fcvm.2022.907385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Accepted: 06/24/2022] [Indexed: 11/30/2022] Open
Abstract
Background Type 2 diabetes (T2D) is associated with limitation in physical performance. Results from animal studies report enhancement of physical performance in T2D rodents treated with sodium glucose cotransporter 2 inhibitors (SGLT2is). However, in human patients with T2D and established atherosclerotic cardiovascular disease (ASCVD) or high cardiovascular risk, the impact of guideline directed SGLT2i medication on physical performance has not been sufficiently examined. Objectives The main objectives of this study are thus firstly, to assess the changes in physical performance after 4 weeks of exercise therapy in patients with established ASCVD or high cardiovascular risk categorized into three groups according to their glycemic control at baseline. Secondly, to investigate the association of glycemic control at baseline and new guideline directed antidiabetic treatment (inadequate glycemic control and diabetes + new SGLT2i vs. adequate glycemic control and diabetes vs. no diabetes) with change in physical performance. Methods and design This is a 4-week prospective observational study of 450 participants with established ASCVD or high cardiovascular risk with or without T2D and without previous SGLT2i medication undergoing exercise therapy during inpatient rehabilitation in a single center in Switzerland. Upon admission, participants are categorized into 3 groups of 150 participants each according to their glycemic control. Group I consisting of participants with inadequately controlled T2D defined as mean fasting plasma glucose (FPG) of ≥7 mmol/L, who are consequently administered new treatment with an SGLT2i. Group II comprises of participants with adequately controlled T2D with mean FPG of <7 mmol/L requiring no antidiabetic medication change. Group III consists of participants with no diabetes and mean FPG of ≤ 5.5 mmol/L. Primary outcomes are 6-min walk distance and rate of perceived exertion. Secondary outcomes are echocardiographic parameters (left ventricular mass index; global longitudinal strain average; end-diastolic volume), fatigue, muscle, metabolic, and anthropometric measures. Ethics and dissemination This study is conducted in accordance with the Declaration of Helsinki with ethical approval from the Cantonal Ethical Commission of Bern, Switzerland. The results will be published in a peer-reviewed journal. The implementation and reporting will be according to the SPIRIT guidelines. Study protocol registration https://www.clinicaltrials.gov/, identifier: NCT03422263.
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Affiliation(s)
- Devine S. Frundi
- Berner Klinik Montana, Zentrum für Medizinische und Neurologische Rehabilitation, Crans-Montana, Switzerland
- Permanence Médicale, Hôpital de Sierre, Sierre, Switzerland
- *Correspondence: Devine S. Frundi
| | - Eva Kettig
- Berner Klinik Montana, Zentrum für Medizinische und Neurologische Rehabilitation, Crans-Montana, Switzerland
| | - Lena Luise Popp
- Berner Klinik Montana, Zentrum für Medizinische und Neurologische Rehabilitation, Crans-Montana, Switzerland
| | - Melanie Hoffman
- Berner Klinik Montana, Zentrum für Medizinische und Neurologische Rehabilitation, Crans-Montana, Switzerland
| | - Marine Dumartin
- Berner Klinik Montana, Zentrum für Medizinische und Neurologische Rehabilitation, Crans-Montana, Switzerland
| | - Magali Hughes
- Berner Klinik Montana, Zentrum für Medizinische und Neurologische Rehabilitation, Crans-Montana, Switzerland
| | - Edgar Lamy
- Berner Klinik Montana, Zentrum für Medizinische und Neurologische Rehabilitation, Crans-Montana, Switzerland
| | | | - Arjola Bano
- Institute of Social and Preventive Medicine (ISPM), University of Bern, Bern, Switzerland
- Center for Preventive Cardiology, University Hospital Bern and University of Bern, Bern, Switzerland
| | - Taulant Muka
- Institute of Social and Preventive Medicine (ISPM), University of Bern, Bern, Switzerland
| | - Matthias Wilhelm
- Center for Preventive Cardiology, University Hospital Bern and University of Bern, Bern, Switzerland
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Body mass index and cardiovascular outcomes in patients with acute coronary syndrome by diabetes status: the obesity paradox in a Korean national cohort study. Cardiovasc Diabetol 2020; 19:191. [PMID: 33172464 PMCID: PMC7656714 DOI: 10.1186/s12933-020-01170-w] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Accepted: 10/31/2020] [Indexed: 12/11/2022] Open
Abstract
Background The “obesity paradox” has not been elucidated in the long-term outcomes of acute coronary syndrome (ACS). We investigated the association between obesity and cardiovascular (CV) outcomes in ACS patients with and without diabetes. Methods We identified 6978 patients with ACS aged 40–79 years from the Korean National Health Insurance Service-Health Screening Cohort between 2002 and 2015. Baseline body mass index (BMI) was categorized as underweight (< 18.5 kg/m2), normal weight (18.5–22.9 kg/m2), overweight (23.0–24.9 kg/m2), obese class I (25.0–29.9 kg/m2), and obese class II (≥ 30.0 kg/m2). The primary outcome was major adverse CV events (MACE)—CV death, myocardial infarction (MI), and stroke. The secondary outcomes were the individual components of MACE, hospitalization for heart failure (HHF), and all-cause death. Results After adjustment for confounding variables, compared to normal-weight patients without diabetes (reference group), obese class I patients with and without diabetes had a lower risk of MACE, but only significant in patients without diabetes (with diabetes: hazard ratio [HR] 0.95, 95% confidence interval [CI] 0.78–1.14; without diabetes: HR 0.78, 95% CI 0.62–0.97). Obese class II patient with diabetes had a higher risk of MACE with no statistical significance (HR 1.14, 95% CI 0.82–1.59). Underweight patients with and without diabetes had a higher risk of MACE, but only significant in patients with diabetes (with diabetes: HR 1.79, 95% CI 1.24–2.58; without diabetes: HR 1.23, 95% CI 0.77–1.97). Conclusion In ACS patients, obesity had a protective effect on CV outcomes, especially in patients without diabetes.
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Rhee EJ, Kwon H, Park SE, Han KD, Park YG, Kim YH, Lee WY. Associations among Obesity Degree, Glycemic Status, and Risk of Heart Failure in 9,720,220 Korean Adults. Diabetes Metab J 2020; 44:592-601. [PMID: 32431109 PMCID: PMC7453986 DOI: 10.4093/dmj.2019.0104] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2019] [Accepted: 10/28/2019] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Recent studies suggest an association between diabetes and increased risk of heart failure (HF). However, the associations among obesity status, glycemic status, and risk of HF are not known. In this study, we analyzed whether the risk of HF increases in participants according to baseline glycemic status and whether this increased risk is associated with obesity status. METHODS We analyzed the risk of HF according to baseline glycemic status (normoglycemia, impaired fasting glucose [IFG], and diabetes) in 9,720,220 Koreans who underwent Korean National Health Screening in 2009 without HF at baseline with a median follow-up period of 6.3 years. The participants were divided into five and six groups according to baseline body mass index (BMI) and waist circumference, respectively. RESULTS Participants with IFG and those with diabetes showed a 1.08- and 1.86-fold increased risk of HF, respectively, compared to normoglycemic participants. Compared to the normal weight group (BMI, 18.5 to 22.9 kg/m²), the underweight group (BMI <18.5 kg/m²) showed a 1.7-fold increased risk of HF, and those with BMI ≥30 kg/m² showed a 1.1-fold increased risk of HF, suggesting a J-shaped association with BMI. When similar analyses were performed for different glycemic statuses, the J-shaped association between BMI and HF risk was consistently observed in both groups with and without diabetes. CONCLUSION Participants with IFG and diabetes showed a significantly increased HF risk compared to normoglycemic participants. This increased risk of HF was mostly prominent in underweight and class II obese participants than in participants with normal weight.
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Affiliation(s)
- Eun Jung Rhee
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Hyemi Kwon
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Se Eun Park
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Kyung Do Han
- Department of Biostatistics, Biomedicine & Health Sciences, College of Medicine, The Catholic University, Seoul, Korea
| | - Yong Gyu Park
- Department of Biostatistics, Biomedicine & Health Sciences, College of Medicine, The Catholic University, Seoul, Korea
| | - Yang Hyun Kim
- Department of Family Medicine, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Korea
| | - Won Young Lee
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea.
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Lee K. Understanding the Association Pattern of Body Mass Index with Risk of Mortality among Participants with Diabetes. J Obes Metab Syndr 2018; 27:201-202. [PMID: 31089564 PMCID: PMC6513300 DOI: 10.7570/jomes.2018.27.4.201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Revised: 11/02/2018] [Accepted: 11/09/2018] [Indexed: 12/02/2022] Open
Affiliation(s)
- Kayoung Lee
- Department of Family Medicine, Inje University Busan Paik Hospital, Inje University College of Medicine, Busan,
Korea
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