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Dobry P, Edwin SB, Haymart B, Barnes GD, Kaatz S, Ali MA, Giuliano C. Treatment of atrial fibrillation and venous thromboembolism with factor Xa inhibitors in severely obese patients. J Thromb Haemost 2024:S1538-7836(24)00495-1. [PMID: 39243861 DOI: 10.1016/j.jtha.2024.08.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 08/11/2024] [Accepted: 08/19/2024] [Indexed: 09/09/2024]
Abstract
BACKGROUND A paucity of data exists to support the use of factor (F)Xa inhibitors in severely obese patients with a weight of ≥150 kg or body mass index (BMI) of ≥50 kg/m2. OBJECTIVES The purpose of this study was to evaluate whether FXa inhibitors are as safe and effective as warfarin for the treatment of atrial fibrillation (AF) and/or venous thromboembolism (VTE) in individuals with a BMI of ≥50 kg/m2 and/or weight of ≥150 kg. METHODS This was a multicenter retrospective cohort study of severely obese adult patients with AF and/or VTE treated with a FXa inhibitor or warfarin. The primary effectiveness outcome was composite odds of stroke, systemic embolism, or VTE; the primary safety outcome was odds of major bleeding. Secondary outcomes included incidence of stroke or systemic embolism, VTE, major bleeding, clinically relevant nonmajor bleeding, all-cause mortality, change in anticoagulation, and total number of hospital encounters. Outcomes were assessed for 12 months following initiation of study drug. RESULTS A total of 1736 patients were included. The mean weight and BMI of the overall cohort were 164.4 kg and 54.6 kg/m2, respectively. There was no difference in odds of stroke, systemic embolism or VTE (odds ratio, 1.005; 95% CI, 0.6-1.68), or major bleeding (odds ratio, 0.9; 95% CI, 0.47-1.7) between groups. CONCLUSION These data suggest that apixaban and rivaroxaban are safe and effective alternatives to warfarin for the treatment of AF and/or VTE in individuals with a BMI of ≥50 kg/m2 and/or weight of ≥150 kg.
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Affiliation(s)
- Paul Dobry
- Department of Pharmacy, Ascension St. John Hospital, Detroit, Michigan, USA; Department of Pharmacy Practice, Wayne State University, Detroit, Michigan, USA.
| | - Stephanie B Edwin
- Department of Pharmacy, Ascension St. John Hospital, Detroit, Michigan, USA
| | - Brian Haymart
- Division of Cardiovascular Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Geoffrey D Barnes
- Division of Cardiovascular Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Scott Kaatz
- Division of Hospital Medicine, Henry Ford Health, Detroit, Michigan, USA
| | - Mona A Ali
- Department of Heart and Vascular Services, Corewell Health William Beaumont University Hospital, Royal Oak, Michigan, USA
| | - Christopher Giuliano
- Department of Pharmacy, Ascension St. John Hospital, Detroit, Michigan, USA; Department of Pharmacy Practice, Wayne State University, Detroit, Michigan, USA
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Karakasis P, Ktenopoulos N, Pamporis K, Sagris M, Soulaidopoulos S, Gerogianni M, Leontsinis I, Giannakoulas G, Tousoulis D, Fragakis N, Tsioufis K. Efficacy and Safety of Direct Oral Anticoagulants versus Warfarin in Obese Patients (BMI ≥ 30 kg/m 2) with Atrial Fibrillation or Venous Thromboembolism: An Updated Systematic Review and Meta-Analysis. J Clin Med 2024; 13:3784. [PMID: 38999350 PMCID: PMC11242099 DOI: 10.3390/jcm13133784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 06/19/2024] [Accepted: 06/25/2024] [Indexed: 07/14/2024] Open
Abstract
Background: Real-world data show limited utilization of direct oral anticoagulants (DOACs) in obese patients (body mass index [BMI] ≥ 30 kg/m2) due to concerns regarding their efficacy and safety in this demographic. Aim: This review aimed to consolidate current evidence on the efficacy and safety of DOACs versus warfarin in obese patients with non-valvular atrial fibrillation (AF) or venous thromboembolism (VTE). The primary efficacy outcome assessed a composite of all-cause mortality, stroke, systemic embolism (SE), and myocardial infarction (MI). Methods: A systematic search was conducted in MEDLINE, SCOPUS, and Cochrane databases from inception to December 28, 2023. Data were synthesized using random-effects meta-analysis. Results: A total of 35 studies involving 434,320 participants were analyzed. DOAC use was associated with a significant reduction in the risk of the composite outcome (RR = 0.80, 95% CI [0.65, 0.98], I2 = 95%), hemorrhagic stroke (RR = 0.58, 95% CI [0.38, 0.88], I2 = 92%), major bleeding (RR = 0.76, 95% CI [0.63, 0.92], I2 = 94%), gastrointestinal bleeding (RR = 0.59, 95% CI [0.49, 0.72], I2 = 88%), and intracranial bleeding (RR = 0.45, 95% CI [0.34, 0.60], I2 = 44%) compared to warfarin. A non-significant benefit of DOACs was observed for all-cause mortality, MI, the composite of stroke or SE, ischemic stroke, SE, VTE, and minor bleeding compared to warfarin. Subgroup analysis indicated no significant effect modification based on the indication for anticoagulation or study design. Conclusions: DOACs demonstrated a favorable efficacy and safety profile in obese individuals compared to warfarin.
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Affiliation(s)
- Paschalis Karakasis
- Second Department of Cardiology, Hippokration General Hospital, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Nikolaos Ktenopoulos
- School of Medicine, Hippokration General Hospital, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Konstantinos Pamporis
- School of Medicine, Hippokration General Hospital, National and Kapodistrian University of Athens, 11527 Athens, Greece
- Department of Hygiene, Social-Preventive Medicine & Medical Statistics, Medical School, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Marios Sagris
- School of Medicine, Hippokration General Hospital, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Stergios Soulaidopoulos
- School of Medicine, Hippokration General Hospital, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Maria Gerogianni
- Endocrine Unit, 2nd Propaedeutic Department of Internal Medicine, School of Medicine, Research Institute and Diabetes Center, Attikon University Hospital, National and Kapodistrian University of Athens, 12641 Athens, Greece
| | - Ioannis Leontsinis
- Second Department of Cardiology, Hippokration General Hospital, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - George Giannakoulas
- First Department of Cardiology, AHEPA University Hospital, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Dimitris Tousoulis
- School of Medicine, Hippokration General Hospital, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Nikolaos Fragakis
- Second Department of Cardiology, Hippokration General Hospital, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Konstantinos Tsioufis
- School of Medicine, Hippokration General Hospital, National and Kapodistrian University of Athens, 11527 Athens, Greece
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Rueda-Camino JA, Barba R, Otálora S, Bura-Riviere A, Visonà A, Mahé I, Alda-Lozano A, Alfonso Megido J, Pacheco-Gómez N, Rosovsky RP, Monreal M. Real life results of direct-acting oral anticoagulants recommended-dose in obese vs normal-weight patients with venous thromboembolism. Thromb Res 2024; 233:165-172. [PMID: 38070219 DOI: 10.1016/j.thromres.2023.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 11/28/2023] [Accepted: 12/04/2023] [Indexed: 01/01/2024]
Abstract
BACKGROUND There is scarce evidence on the effectiveness and safety of recommended-dose direct acting oral anticoagulants (DOACs) in obese patients with venous thromboembolism (VTE). MATERIAL AND METHODS We used the data in the RIETE registry to compare the rates of VTE recurrences and major bleeding during long-term therapy with DOACs at recommended doses in patients with body mass index ≥30 kg/m2 (obese) vs. those with BMI 18.5-24.9 kg/m2 (normal weight). We performed regression models with competing risks for death. RESULTS From January 2013 through October 2022, 2885 obese patients and 2676 with normal weight in RIETE received rivaroxaban (n = 3020), apixaban (n = 1754), edoxaban (n = 636) or dabigatran (n = 151). Median age was 63 years and 52 % were female. At baseline, obese patients were more likely to have diabetes (18.6 % vs. 8.4 %), hypertension (51.9 % vs. 31.4 %) or pulmonary embolism (67.7 % vs. 61 %), and less likely to have renal insufficiency (5.3 % vs. 16 %) or anaemia (21.8 % vs. 28 %%). During anticoagulation (median, 147 vs. 101 days), the obese had a similar rate of VTE recurrences (1.71 vs. 2.14 events per 100 patients-years; hazard ratio (HR): 0.81; 95 % CI: 0.49-1.34) or major bleeding (1.45 vs. 1.76 per 100 patients-years; HR: 0.91; 95 % CI: 0.52-1.59) than those with normal weight. These findings persisted after multivariable analysis (recurrent VTE, HR: 0.80; 95 % CI: 0.48-1.32; major bleeding, HR: 1.11; 95 % CI: 0.60-2.07). CONCLUSION The use of DOACs at recommended doses in obese patients with VTE was associated with similar rates of VTE recurrences or major bleeding than in patients with normal weight.
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Affiliation(s)
- José Antonio Rueda-Camino
- Department of Internal Medicine, Hospital Universitario Rey Juan Carlos, Móstoles, Madrid, Spain; Health Research Institute Fundación Jiménez Díaz, Madrid, Spain.
| | - Raquel Barba
- Department of Internal Medicine, Hospital Universitario Rey Juan Carlos, Móstoles, Madrid, Spain; Health Research Institute Fundación Jiménez Díaz, Madrid, Spain
| | - Sonia Otálora
- Department of Internal Medicine, Hospital Universitario Virgen de Arrixaca, Murcia, Spain
| | | | - Adriana Visonà
- Department of Vascular Medicine, Ospedale Castelfranco Veneto, Castelfranco Veneto, Italy
| | - Isabelle Mahé
- Department of Internal Medicine, Hôpital Louis Mourier, Assistance Publique des Hôpitaux de Paris (AP-HP), Colombes, France; Université Paris Cité, France, INSERM UMR-S-1140, Paris, France
| | - Alicia Alda-Lozano
- Department of Internal Medicine, Hospital Reina Sofía, Tudela, Navarra, Spain
| | | | | | - Rachel P Rosovsky
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America
| | - Manuel Monreal
- Chair for the Study of Thromboembolic Disease, Faculty of Health Sciences, UCAM - Universidad Católica San Antonio de Murcia, Spain; CIBER Enfermedades Respiratorias (CIBERES), Madrid, Spain
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Zhang H, Xie H, Wang X, Zhu Z, Duan F. Effectiveness and safety of non-vitamin K antagonist oral anticoagulant in the treatment of patients with morbid obesity or high body weight with venous thromboembolism: A meta-analysis. Medicine (Baltimore) 2023; 102:e35015. [PMID: 37682131 PMCID: PMC10489198 DOI: 10.1097/md.0000000000035015] [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: 06/24/2023] [Accepted: 08/08/2023] [Indexed: 09/09/2023] Open
Abstract
BACKGROUND Venous thromboembolism (VTE) poses a significant health risk to patients with morbid obesity or high body weight. Non-vitamin K antagonist oral anticoagulants (NOACs) are emerging treatments, but their effectiveness and safety compared with vitamin K antagonists (VKAs) in this population are yet to be thoroughly studied. METHODS We conducted a systematic review and meta-analysis, adhering to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Four electronic databases were searched for relevant studies comparing the efficacy and safety of NOACs and VKAs in treating patients with VTE with a body mass index > 40 kg/m2 or body weight > 120 kg. Eligible studies were scored for quality using the Newcastle-Ottawa Scale. RESULTS Thirteen studies were included. The meta-analysis results showed that compared to VKAs, NOACs significantly decreased the risk of VTE occurrence (odds ratio = 0.72, 95% CI: 0.57-0.91, I2 = 0%, P < .001) and were associated with a lower risk of bleeding (odds ratio = 0.74, 95% CI: 0.58-0.95, I2 = 0%, P < .05). Subgroup analysis showed that in the cancer patient subgroup, both risks of VTE occurrence and bleeding were lower in the NOAC group than in the VKA group. In patients without cancer, the risk of VTE was significantly lower in the NOAC group. CONCLUSION NOACs appear to be more effective and safer than VKAs in patients with morbid obesity or a high body weight with VTE. However, further large-scale randomized controlled trials are required to confirm these findings.
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Affiliation(s)
- Hongxia Zhang
- Department of Neurology, Sixth Medical Center, General Hospital of The People’s Liberation Army, Haidian District, Beijing, China
| | - Hua Xie
- Healthcare Department 1, Second Medical Center, General Hospital of The People’s Liberation Army, Haidian District, Beijing, China
| | - Xiaoyan Wang
- Department of Neurology, Sixth Medical Center, General Hospital of The People’s Liberation Army, Haidian District, Beijing, China
| | - Zonghong Zhu
- Department of Emergency, Sixth Medical Center, General Hospital of The People’s Liberation Army, Haidian District, Beijing, China
| | - Feng Duan
- Department of Neurology, Sixth Medical Center, General Hospital of The People’s Liberation Army, Haidian District, Beijing, China
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Rosovsky RP, Kline-Rogers E, Lake L, Minichiello T, Piazza G, Ragheb B, Waldron B, Witt DM, Moll S. Direct Oral Anticoagulants in Obese Patients with Venous Thromboembolism: Results of an Expert Consensus Panel. Am J Med 2023; 136:523-533. [PMID: 36803697 DOI: 10.1016/j.amjmed.2023.01.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2022] [Revised: 01/17/2023] [Accepted: 01/19/2023] [Indexed: 02/18/2023]
Abstract
In clinical practice, direct oral anticoagulants (DOACs) are increasingly used for venous thromboembolism treatment and prevention. A substantial proportion of patients with venous thromboembolism are also obese. International guidance published in 2016 stated that DOACs could be used in standard doses in patients with obesity up to a body mass index [BMI] of 40 kg/m2, but should not be used in those with severe obesity (BMI > 40 kg/m2) owing to limited supporting data at the time. Although updated guidance in 2021 removed this limitation, some healthcare providers still avoid DOACs even in patients with lower levels of obesity. Furthermore, there are still evidence gaps regarding treatment of severe obesity, the role of peak and trough DOAC levels in these patients, use of DOACs after bariatric surgery, and appropriateness of DOAC dose reduction in the setting of secondary venous thromboembolism prevention. This document describes proceedings and outcomes of a multidisciplinary panel convened to review these and other key issues regarding DOAC use for treatment or prevention of venous thromboembolism in individuals with obesity.
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Affiliation(s)
- Rachel P Rosovsky
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts.
| | - Eva Kline-Rogers
- University of Michigan, Frankel Cardiovascular Center, Ann Arbor, Michigan
| | - Leslie Lake
- National Blood Clot Alliance, Philadelphia, Pennsylvania
| | - Tracy Minichiello
- University of California, Department of Veterans Affairs, San Francisco, California
| | - Gregory Piazza
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Bishoy Ragheb
- Department of Veterans Affairs, Tennessee Valley Healthcare System, Nashville, Tennessee
| | | | - Daniel M Witt
- University of Utah College of Pharmacy, Department of Pharmacotherapy, Salt Lake City, Utah
| | - Stephan Moll
- Department of Medicine, UNC School of Medicine, Chapel Hill, North Carolina
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6
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Zhao Y, Guo M, Li D, Xu W, Pan C, He C, Cui X. Pharmacokinetics and Dosing Regimens of Direct Oral Anticoagulants in Morbidly Obese Patients: An Updated Literature Review. Clin Appl Thromb Hemost 2023; 29:10760296231153638. [PMID: 36760080 PMCID: PMC9943962 DOI: 10.1177/10760296231153638] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2023] Open
Abstract
Data on the impact of morbid obesity (body mass index [BMI] ≥ 40 kg/m2) on the pharmacokinetics (PK), pharmacodynamics (PD) of direct oral anticoagulants (DOACs) are relatively limited, making it difficult to design optimal dosing regimens in morbidly obese patients.To review literature on PK/PD profile, efficacy, and safety of DOACs in venous thromboembolism (VTE) and nonvalvular atrial fibrillation (AF) patients with morbid obesity and make recommendations regarding optimal dosing regimens in these patient populations.A detailed literature search was conducted (from inception to June 22, 2022) for relevant articles involving PK/PD and clinical data on DOACs use in morbidly obese patients with VTE or AF, or healthy volunteers.A total of 28 studies were identified. DOAC-specific PK variations and clinical outcomes have been observed. Obesity may have a modest effect on PK/PD of dabigatran, apixaban, or rivaroxaban. Dabigatran was effective in AF patients with morbid obesity but might increase the risk of gastrointestinal bleeding. Standard dosing of apixaban or rivaroxaban is effective and safe for VTE and AF patients with morbid obesity. Trough edoxaban concentration and anti-Xa activity were similar in different BMI groups (18.5 to >40 kg/m2), and standard dosing of edoxaban may be effective and safe for AF patients.Current evidence suggests dabigatran should be used with caution in patients with AF as it might increase the risk of gastrointestinal bleeding; Standard dosing of apixaban or rivaroxaban can be used in VTE or AF patients; Standard dosing of edoxaban may be considered in AF patients.
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Affiliation(s)
| | | | | | | | | | | | - Xiangli Cui
- Xiangli Cui, Department of Pharmacy,
Beijing Friendship Hospital, Capital Medical University, Beijing, China.
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Erstad BL, Barletta JF. Dilemmas Related to Direct-Acting Oral Anticoagulant Administration in Patients With Extreme Obesity. Ann Pharmacother 2022; 57:727-737. [PMID: 36258660 DOI: 10.1177/10600280221130456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
OBJECTIVE The objective of the study was to discuss the controversies surrounding the use and dosing of direct-acting oral anticoagulants (DOACs) in obese patients recognizing the limitations of the existing evidence base that preclude strong recommendations. DATA SOURCES A literature search of MEDLINE was performed (2020 to end August 2022) subsequent to recent guidelines using the following search terms: direct acting anticoagulants, obesity, rivaroxaban, apixaban, edoxaban, dabigatran, dabigatran etexilate, and clinical practice guidelines. STUDY SELECTION AND DATA ABSTRACTION English-language studies and those conducted in adults were selected. DATA SYNTHESIS The available randomized studies evaluating DOACs had relatively small numbers of patients with more extreme forms of obesity (body mass index [BMI] > 40 kg/m2) and none of the larger studies had a specific focus on dosing DOACs in obese patients. Recent guidelines by the International Society on Thrombosis and Haemostasis (ISTH) have specific recommendations for dosing DOACs in obesity. There are pharmacokinetic/pharmacodynamic and observational studies published before and after the ISTH guidelines with a focus on DOAC dosing in obese patients that generally support the recommendations in the guidelines, but most involved small numbers of patients usually with BMIs <45 kg/m2. RELEVANCE TO PATIENT CARE AND CLINICAL PRACTICE This review discusses DOAC dosing in obesity with important considerations for clinicians related to DOAC choice and dosing. CONCLUSIONS Dosing alterations of DOACs do not appear to be necessary when used for either prophylaxis or treatment in patients with BMIs up to approximately 45 to 50 kg/m2, but research is needed for BMIs >50 kg/m2.
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Affiliation(s)
- Brian L Erstad
- Department of Pharmacy Practice and Science, The University of Arizona, Tucson, AZ, USA
| | - Jeffrey F Barletta
- Department of Pharmacy Practice, College of Pharmacy-Glendale Campus, Midwestern University, Glendale, AZ, USA
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Lee MC, Liao CT, Feng IJ, Yu T, Chang WT, Shih MF, Su HC, Toh HS. Recurrent thromboembolism, bleeding, and mortality in Asian patients with venous thromboembolism receiving different oral anticoagulants: A nationwide analysis. Medicine (Baltimore) 2022; 101:e30412. [PMID: 36123930 PMCID: PMC9478267 DOI: 10.1097/md.0000000000030551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/05/2022] Open
Abstract
Venous thromboembolism (VTE) is associated with a high risk of morbidity and mortality. However, data on the association between oral anticoagulants and the hazards of VTE complications in Taiwanese patients with VTE is limited. This study aimed to compare the hazards of recurrent VTE, bleeding, and mortality between patients with VTE receiving rivaroxaban, a non-vitamin K antagonist oral anticoagulant (NOAC), and those receiving heparin or low-molecular-weight heparin (LMWH) followed by warfarin. Patients with VTE treated with rivaroxaban, or heparin or LMWH followed by warfarin were enrolled from 2 million random samples from Taiwan's National Health Insurance database between 2013 and 2016. Hazards of recurrent VTE (deep vein thrombosis and pulmonary embolism), major bleeding, and mortality in rivaroxaban and warfarin users were investigated. Survival analyses were used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs). Users of rivaroxaban (183) and warfarin (456) were included in the study. Patients receiving rivaroxaban did not have significantly lower hazards of developing recurrent VTE (HR, 0.72 [CI, 0.37-1.37], P = .31) and mortality (HR, 0.86 [CI, 0.49-1.50], P = .59) than those receiving heparin or LMWH followed by warfarin. In addition, the hazard ratio of major bleeding was not significantly different between the 2 regimens (HR, 1.80 [CI, 0.39-8.29], P = .45). Rivaroxaban was not associated with lower risks of recurrent VTE and mortality and higher hazards of major bleeding than heparin or LMWH followed by warfarin in Taiwanese patients with VTE. Clinicians may tailor oral anticoagulants for VTE patients according to the patient's characteristics, cost-effectiveness and healthcare system policy.
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Affiliation(s)
- Mei-Chuan Lee
- Department of Pharmacy, Chi Mei Medical Center, Tainan, Taiwan
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chia-Te Liao
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Division of Cardiology, Department of Internal Medicine, Chi Mei Medical Center, Tainan, Taiwan
- Department of Electrical Engineer, Southern Taiwan University of Science and Technology, Tainan, Taiwan
| | - I-Jung Feng
- Institute of Precision Medicine, National Sun Yat-sen University, Kaohsiung, Taiwan
| | - Tsung Yu
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Wei-Ting Chang
- Division of Cardiology, Department of Internal Medicine, Chi Mei Medical Center, Tainan, Taiwan
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Department of Biotechnology, Southern Taiwan University of Science and Technology, Tainan, Taiwan
| | - Mei-Fen Shih
- Department of Pharmacy, Chia-Nan University of Pharmacy & Science, Tainan, Taiwan
| | - Hui-Chen Su
- Department of Pharmacy, Chi Mei Medical Center, Tainan, Taiwan
- Department of Pharmacy, Chia-Nan University of Pharmacy & Science, Tainan, Taiwan
- *Correspondence: Hui-Chen, Department of Pharmacy, Chi-Mei Medical Center, No. 901, Zhonghua Rd, Yong Kang District, Tainan City 71004, Taiwan (e-mail: )
| | - Han Siong Toh
- Department of Intensive Care Medicine, Chi-Mei Medical Center, Tainan, Taiwan
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Department of Health and Nutrition, Chia Nan University of Pharmacy & Science, Tainan, Taiwan
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