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Pollock C, Moon JY, Ngoc Ha LP, Gojaseni P, Ching CH, Gomez L, Chan TM, Wu MJ, Yeo SC, Nugroho P, Bhalla AK. Framework of Guidelines for Management of CKD in Asia. Kidney Int Rep 2024; 9:752-790. [PMID: 38765566 PMCID: PMC11101746 DOI: 10.1016/j.ekir.2023.12.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 11/29/2023] [Accepted: 12/11/2023] [Indexed: 05/22/2024] Open
Affiliation(s)
- Carol Pollock
- Kolling Institute of Medical Research, University of Sydney, St Leonards, New South Wales, Australia
| | - Ju-young Moon
- Kyung Hee University School of Medicine, Kyung Hee University Hospital at Gangdong, Seoul, Republic of Korea
| | - Le Pham Ngoc Ha
- University of Medicine and Pharmacy, Ho Chi Minh City, Vietnam
| | | | | | - Lynn Gomez
- Asian Hospital and Medical Center, Muntinlupa City, Metro Manila, Philippines
| | - Tak Mao Chan
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong
| | - Ming-Ju Wu
- Taichung Veterans General Hospital, Taichung City, Taiwan
| | | | | | - Anil Kumar Bhalla
- Department of Nephrology-Sir Ganga Ram Hospital Marg, New Delhi, Delhi, India
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Truong ATL, Tan SB, Wang GZ, Yip AWJ, Egermark M, Yeung W, Lee VV, Chan MY, Kumar KS, Tan LWJ, Vijayakumar S, Blasiak A, Wang LYT, Ho D. CURATE.AI-assisted dose titration for anti-hypertensive personalized therapy: study protocol for a multi-arm, randomized, pilot feasibility trial using CURATE.AI (CURATE.AI ADAPT trial). EUROPEAN HEART JOURNAL. DIGITAL HEALTH 2024; 5:41-49. [PMID: 38264697 PMCID: PMC10802822 DOI: 10.1093/ehjdh/ztad063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 08/11/2023] [Accepted: 09/06/2023] [Indexed: 01/25/2024]
Abstract
Aims Artificial intelligence-driven small data platforms such as CURATE.AI hold potential for personalized hypertension care by assisting physicians in identifying personalized anti-hypertensive doses for titration. This trial aims to assess the feasibility of a larger randomized controlled trial (RCT), evaluating the efficacy of CURATE.AI-assisted dose titration intervention. We will also collect preliminary efficacy and safety data and explore stakeholder feedback in the early design process. Methods and results In this open-label, randomized, pilot feasibility trial, we aim to recruit 45 participants with primary hypertension. Participants will be randomized in 1:1:1 ratio into control (no intervention), home blood pressure monitoring (active control; HBPM), or CURATE.AI arms (intervention; HBPM and CURATE.AI-assisted dose titration). The home treatments include 1 month of two-drug anti-hypertensive regimens. Primary endpoints assess the logistical (e.g. dose adherence) and scientific (e.g. percentage of participants for which CURATE.AI profiles can be generated) feasibility, and define the progression criteria for the RCT in a 'traffic light system'. Secondary endpoints assess preliminary efficacy [e.g. mean change in office blood pressures (BPs)] and safety (e.g. hospitalization events) associated with each treatment protocol. Participants with both baseline and post-treatment BP measurements will form the intent-to-treat analysis. Following their involvement with the CURATE.AI intervention, feedback from CURATE.AI participants and healthcare providers will be collected via exit survey and interviews. Conclusion Findings from this study will inform about potential refinements of the current treatment protocols before proceeding with a larger RCT, or potential expansion to collect additional information. Positive results may suggest the potential efficacy of CURATE.AI to improve BP control. Trial registration number NCT05376683.
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Affiliation(s)
- Anh T L Truong
- The N.1 Institute for Health (N.1), National University of Singapore, 28 Medical Drive, Singapore 117456, Singapore
- Department of Biomedical Engineering, College of Design and Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore 117583, Singapore
- The Institute for Digital Medicine (WisDM), Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117456, Singapore
| | - Shi-Bei Tan
- The N.1 Institute for Health (N.1), National University of Singapore, 28 Medical Drive, Singapore 117456, Singapore
- Department of Biomedical Engineering, College of Design and Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore 117583, Singapore
- The Institute for Digital Medicine (WisDM), Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117456, Singapore
| | - Golda Z Wang
- Department of Pharmacy, Alexandra Hospital, Singapore 15996, Singapore
| | - Alexander W J Yip
- Department of Medicine, Alexandra Hospital, Singapore 159964, Singapore
- Department of Healthcare Redesign, Alexandra Hospital, Singapore 159964, Singapore
| | - Mathias Egermark
- The N.1 Institute for Health (N.1), National University of Singapore, 28 Medical Drive, Singapore 117456, Singapore
| | - Wesley Yeung
- National University Heart Centre, National University Hospital Singapore, Singapore 119074, Singapore
| | - V Vien Lee
- The N.1 Institute for Health (N.1), National University of Singapore, 28 Medical Drive, Singapore 117456, Singapore
- The Institute for Digital Medicine (WisDM), Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117456, Singapore
| | - Mark Y Chan
- National University Heart Centre, National University Hospital Singapore, Singapore 119074, Singapore
| | - Kirthika S Kumar
- The N.1 Institute for Health (N.1), National University of Singapore, 28 Medical Drive, Singapore 117456, Singapore
- Department of Biomedical Engineering, College of Design and Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore 117583, Singapore
- The Institute for Digital Medicine (WisDM), Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117456, Singapore
| | - Lester W J Tan
- The N.1 Institute for Health (N.1), National University of Singapore, 28 Medical Drive, Singapore 117456, Singapore
- Department of Biomedical Engineering, College of Design and Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore 117583, Singapore
- The Institute for Digital Medicine (WisDM), Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117456, Singapore
| | - Smrithi Vijayakumar
- The N.1 Institute for Health (N.1), National University of Singapore, 28 Medical Drive, Singapore 117456, Singapore
- The Institute for Digital Medicine (WisDM), Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117456, Singapore
| | - Agata Blasiak
- The N.1 Institute for Health (N.1), National University of Singapore, 28 Medical Drive, Singapore 117456, Singapore
- Department of Biomedical Engineering, College of Design and Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore 117583, Singapore
- The Institute for Digital Medicine (WisDM), Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117456, Singapore
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117600, Singapore
| | - Laureen Y T Wang
- Department of Medicine, Alexandra Hospital, Singapore 159964, Singapore
- Department of Healthcare Redesign, Alexandra Hospital, Singapore 159964, Singapore
- National University Heart Centre, National University Hospital Singapore, Singapore 119074, Singapore
| | - Dean Ho
- The N.1 Institute for Health (N.1), National University of Singapore, 28 Medical Drive, Singapore 117456, Singapore
- Department of Biomedical Engineering, College of Design and Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore 117583, Singapore
- The Institute for Digital Medicine (WisDM), Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117456, Singapore
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117600, Singapore
- The Bia-Echo Asia Centre for Reproductive Longevity and Equality, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117456, Singapore
- Health District @ Queenstown, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore
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Turana Y, Tengkawan J, Chia YC, Nathaniel M, Wang J, Sukonthasarn A, Chen C, Minh HV, Buranakitjaroen P, Shin J, Siddique S, Nailes JM, Park S, Teo BW, Sison J, Ann Soenarta A, Hoshide S, Tay JC, Prasad Sogunuru G, Zhang Y, Verma N, Wang T, Kario K. Hypertension and stroke in Asia: A comprehensive review from HOPE Asia. J Clin Hypertens (Greenwich) 2021; 23:513-521. [PMID: 33190399 PMCID: PMC8029540 DOI: 10.1111/jch.14099] [Citation(s) in RCA: 44] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2020] [Revised: 10/16/2020] [Accepted: 10/20/2020] [Indexed: 02/06/2023]
Abstract
Stroke is the primary cause of disability and vascular death worldwide, including Asia. Asian characteristics that differ from the West lead to higher stroke incidence. Stroke epidemiology studies in Asia have shown varying levels of mortality, incidence, prevalence, and burden of disease. Hypertension is the most prevalent risk factor found in Asia. Besides ethnicity that is associated with stroke incidence, both systolic blood pressure, diastolic blood pressure, and blood pressure variability are positively correlated with stroke incidence. Post-stroke cognitive impairment is one of the sequelae that affect one-third of stroke survivors and has become a significant public health concern that is often neglected despite its increasing prevalence. Therefore, it is very important to prevent recurrence by treating stroke optimally and effectively. Increasing awareness and treatment adherence to hypertension, the leading risk factor for stroke, became the main goal in several countries in Asia.
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Affiliation(s)
- Yuda Turana
- School of Medicine and Health SciencesAtma Jaya Catholic University of IndonesiaJakartaIndonesia
| | - Jeslyn Tengkawan
- School of Medicine and Health SciencesAtma Jaya Catholic University of IndonesiaJakartaIndonesia
| | - Yook Chin Chia
- Department of Medical SciencesSchool of Healthcare and Medical SciencesSunway UniversityBandar SunwayMalaysia
- Department of Primary Care MedicineFaculty of MedicineUniversity of MalayaKuala LumpurMalaysia
| | - Michael Nathaniel
- School of Medicine and Health SciencesAtma Jaya Catholic University of IndonesiaJakartaIndonesia
| | - Ji‐Guang Wang
- Department of HypertensionCentre for Epidemiological Studies and Clinical TrialsThe Shanghai Institute of HypertensionShanghai Key Laboratory of HypertensionRuijin HospitalShanghai Jiaotong University School of MedicineShanghaiChina
| | - Apichard Sukonthasarn
- Cardiology DivisionDepartment of Internal MedicineFaculty of MedicineChiang Mai UniversityChiang MaiThailand
| | - Chen‐Huan Chen
- Department of MedicineFaculty of MedicineNational Yang‐Ming UniversityTaipeiTaiwan
| | - Huynh Van Minh
- Department of CardiologyHue University HospitalHue UniversityHue CityVietnam
| | - Peera Buranakitjaroen
- Division of HypertensionDepartment of MedicineFaculty of Medicine Siriraj HospitalMahidol UniversityBangkokThailand
| | - Jinho Shin
- Faculty of Cardiology ServiceHanyang University Medical CenterSeoulKorea
| | | | - Jennifer M. Nailes
- University of the East Ramon Magsaysay Memorial Medical Center Inc.Quezon CityPhilippines
| | - Sungha Park
- Division of CardiologyCardiovascular HospitalYonsei Health SystemSeoulKorea
| | - Boon Wee Teo
- Division of NephrologyDepartment of MedicineYong Loo Lin School of MedicineNational University of SingaporeSingapore CitySingapore
- Division of NephrologyDepartment of MedicineNational University Health SystemSingapore CitySingapore
| | - Jorge Sison
- Section of CardiologyDepartment of MedicineMedical Center ManilaManilaPhilippines
| | - Arieska Ann Soenarta
- Department of Cardiology and Vascular MedicineFaculty of MedicineUniversity of Indonesia‐National Cardiovascular CenterHarapan KitaJakartaIndonesia
| | - Satoshi Hoshide
- Division of Cardiovascular MedicineDepartment of MedicineJichi Medical University School of MedicineTochigiJapan
| | - Jam Chin Tay
- Department of General MedicineTan Tock Seng HospitalSingaporeSingapore
| | - Guru Prasad Sogunuru
- MIOT International HospitalChennaiIndia
- College of Medical SciencesKathmandu UniversityBharatpurNepal
| | - Yuqing Zhang
- Divisions of Hypertension and Heart FailureFu Wai HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Narsingh Verma
- Department of PhysiologyKing George's Medical UniversityLucknowIndia
| | - Tzung‐Dau Wang
- Cardiovascular Center and Division of CardiologyDepartment of Internal MedicineNational Taiwan University Hospital and National Taiwan University College of MedicineTaipei CityTaiwan
| | - Kazuomi Kario
- Division of Cardiovascular MedicineDepartment of MedicineJichi Medical University School of MedicineTochigiJapan
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4
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Chan GC, Teo BW, Tay JC, Chen C, Cheng H, Wang T, Turana Y, Kario K, Chia Y, Tsoi K, Sogunuru GP, Nailes J. Hypertension in a multi-ethnic Asian population of Singapore. J Clin Hypertens (Greenwich) 2021; 23:522-528. [PMID: 33340436 PMCID: PMC8029544 DOI: 10.1111/jch.14140] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Revised: 11/17/2020] [Accepted: 12/05/2020] [Indexed: 12/16/2022]
Abstract
The prevalence of hypertension varies by country and region, but it remains a leading yet modifiable risk factor of cardiovascular disease. There are many factors that contribute to the burden of hypertension in Asia, a region with diverse ethnicity. It has been shown that sociodemographic variability is related to ethnic differences, thereby emphasizing the importance of hypertension screening and educating at-risk or vulnerable groups. In this review, we describe the ethnic differences in genetic variants, dietary choice, and lifestyle habits, as well as its association with sociodemographic differences, hypertension awareness, and treatment control.
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Affiliation(s)
- Gek Cher Chan
- Division of NephrologyDepartment of MedicineNational University HospitalSingapore CitySingapore
| | - Boon Wee Teo
- Division of NephrologyDepartment of MedicineNational University HospitalSingapore CitySingapore
- Yong Loo Lin School of MedicineNational University of SingaporeSingapore CitySingapore
| | - Jam Chin Tay
- Department of General MedicineTan Tock Seng HospitalSingapore CitySingapore
| | - Chen‐Huan Chen
- Division of CardiologyDepartment of MedicineTaipei Veterans General HospitalTaipeiTaiwan
- Faculty of MedicineNational Yang‐Ming University School of MedicineTaipeiTaiwan
- Institute of Public Health and Community Medicine Research CenterNational Yang‐Ming University School of MedicineTaipeiTaiwan
| | - Hao‐Min Cheng
- Division of CardiologyDepartment of MedicineTaipei Veterans General HospitalTaipeiTaiwan
- Faculty of MedicineNational Yang‐Ming University School of MedicineTaipeiTaiwan
- Institute of Public Health and Community Medicine Research CenterNational Yang‐Ming University School of MedicineTaipeiTaiwan
- Department of Medical EducationCenter for Evidence‐based MedicineTaipei Veterans General HospitalTaipeiTaiwan
| | - Tzung‐Dau Wang
- Division of CardiologyNational Taiwan University HospitalTaipeiTaiwan
| | - Yuda Turana
- School of Medicine and Health SciencesAtma Jaya Catholic University of IndonesiaJakartaIndonesia
| | - Kazuomi Kario
- Division of Cardiovascular MedicineDepartment of MedicineJichi Medical University School of MedicineTochigiJapan
| | - Yook‐Chin Chia
- Department of Medical SciencesSchool of Healthcare and Medical SciencesSunway UniversityBandar SunwayMalaysia
- Department of Primary Care MedicineFaculty of MedicineUniversity of MalayaKuala LumpurMalaysia
| | - Kelvin Tsoi
- JC School of Public Health and Primary CareThe Chinese University of Hong KongHong KongHong Kong
| | - Guru Prasad Sogunuru
- MIOT International HospitalChennaiIndia
- College of Medical SciencesKathmandu UniversityBharatpurNepal
| | - Jennifer Nailes
- Department of Preventive and Community MedicineUniversity of the East Ramon Magsaysay Memorial Medical Center IncQuezon CityPhilippines
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