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Mihevc M, Virtič Potočnik T, Zavrnik Č, Klemenc-Ketiš Z, Poplas Susič A, Petek Šter M. Managing cardiovascular risk factors with telemedicine in primary care: A systematic review and meta-analysis of patients with arterial hypertension and type 2 diabetes. Chronic Illn 2025; 21:3-24. [PMID: 39194352 PMCID: PMC11969891 DOI: 10.1177/17423953241277896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 07/01/2024] [Indexed: 08/29/2024]
Abstract
ObjectivesTo review the effect of telemedicine interventions on cardiovascular risk factors control in people with arterial hypertension (AH), type 2 diabetes (T2D), or both in primary care.MethodsWe conducted a systematic review in February 2024 using PubMed/MEDLINE, Cochrane Library, and EMBASE databases. We included randomised controlled trials from 2010 onwards, lasting ≥3 months, comparing telemedicine to standard care for managing cardiovascular risk factors in adults with AH, T2D, or both.ResultsAmong 1803 records, 54 were included. Telemonitoring with teleconsultations showed the best outcomes. For AH, systolic blood pressure decreased by -5.63 mmHg (95% CI -9.13 to -2.13) at 6 months and -5.59 mmHg (95% CI -10.03 to -1.14) at 12 months compared to standard care. For T2D, HbA1c decreased by -0.45% (95% CI -0.90 to 0.00) at 6 months and -0.18% (95% CI -0.41 to 0.05) at 12 months compared to standard care. Blood glucose self-monitoring was as effective as telemonitoring for T2D at 6 months. The effect on diastolic blood pressure, low-density lipoprotein, triglycerides, and body mass index was non-significant.DiscussionTelemedicine offers short-term benefits but lacks long-term effectiveness. Optimal outcomes require a combined telemedicine approach, health education co-intervention, ≥12-month follow-up, and careful patient selection.
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Affiliation(s)
- Matic Mihevc
- Primary Healthcare Research and Development Institute, Community Health Centre Ljubljana, Ljubljana, Slovenia
- Medical Faculty, Department of Family Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Tina Virtič Potočnik
- Primary Healthcare Research and Development Institute, Community Health Centre Ljubljana, Ljubljana, Slovenia
- Medical Faculty, Department of Family Medicine, University of Maribor, Maribor, Slovenia
| | - Črt Zavrnik
- Primary Healthcare Research and Development Institute, Community Health Centre Ljubljana, Ljubljana, Slovenia
- Medical Faculty, Department of Family Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Zalika Klemenc-Ketiš
- Primary Healthcare Research and Development Institute, Community Health Centre Ljubljana, Ljubljana, Slovenia
- Medical Faculty, Department of Family Medicine, University of Maribor, Maribor, Slovenia
| | - Antonija Poplas Susič
- Primary Healthcare Research and Development Institute, Community Health Centre Ljubljana, Ljubljana, Slovenia
- Medical Faculty, Department of Family Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Marija Petek Šter
- Medical Faculty, Department of Family Medicine, University of Ljubljana, Ljubljana, Slovenia
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Yu YL, An DW, Chori BS, Kaleta BP, Mokwatsi G, Martens DS, Abiodun OO, Anya T, Łebek-Szatańska A, Yeh JS, Mels CM, Latosinska A, Kruger R, Isiguzo G, Narkiewicz K, Shehu MN, Salazar M, Espeche W, Mujaj B, Brgulian-Hitij J, Olszanecka A, Wojciechowska W, Reyskens P, Rajzer M, Januszewicz A, Stolarz-Skrzypek K, Asayama K, Allegaert K, Verhamme P, Mischak H, Nawrot TS, Odili AN, Staessen JA. Racial and regional disparities in the risk of noncommunicable disease between sub-Saharan black and European white patients. J Hypertens 2025; 43:481-491. [PMID: 39655600 PMCID: PMC11789602 DOI: 10.1097/hjh.0000000000003930] [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: 07/29/2024] [Revised: 10/30/2024] [Accepted: 11/09/2024] [Indexed: 02/01/2025]
Abstract
OBJECTIVES Greater vulnerability of Black vs. White individuals to cardiovascular disease (CVD) and chronic kidney disease (CKD) is well charted in the United States, but studies involving sub-Saharan blacks are scarce. METHODS Baseline data (2021-2024) were collected in 168 sub-Saharan Blacks and 93 European Whites in an ongoing clinical trial (NCT04299529), using standardized patient selection criteria. Data included clinical and biochemical risk factors, ECG and echocardiographic traits, Framingham CVD risk, CKD grades (KDIGO 2024), self-assessed symptoms (WHO questionnaire), and urinary proteomic profiles predictive of left ventricular dysfunction (LVD) and CKD, HF1, and CKD273, respectively. Racial comparisons rested on unadjusted and multivariable-adjusted analyses. RESULTS Despite being younger (60.4 vs. 68.3 years), blacks had a worse risk profile, as evidenced by higher diabetes prevalence, higher BMI, faster heart rate, unfavourable serum cholesterol fractions, lower estimated glomerular filtration rate, microalbuminuria, and sedentary lifestyle. This resulted in blacks having higher 10-year CVD risk, higher heart age (index of vascular ageing with chronological age as reference), and a worse CKD grades. In both races, CKD273 increased with CKD grade, but CKD273 and HF1 were not different by race. These observations were robust in subgroup and adjusted analyses. CONCLUSION This study did not differentiate host (genetic, molecular, and pathogenic) from environmental drivers of disease. Nonetheless, the findings call for a multipronged and comprehensive implementation of innovative health policies in sub-Saharan countries. Education, research, empowerment of stakeholders, and international learned societies connecting experts from a wide array of disciplines should vigorously sustain this effort.
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Affiliation(s)
- Yu-Ling Yu
- Research Unit Environment and Health, KU Leuven Department of Public Health and Primary Care, University of Leuven, Leuven
- Non-Profit Research Association Alliance for the Promotion of Preventive Medicine, Mechelen, Belgium
| | - De-Wei An
- Non-Profit Research Association Alliance for the Promotion of Preventive Medicine, Mechelen, Belgium
- Department of Cardiovascular Medicine, Shanghai Key Laboratory of Hypertension, Shanghai Institute of Hypertension, State Key Laboratory of Medical Genomics, National Research Centre for Translational Medicine, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
- Center for Environmental Sciences, Hasselt University, Diepenbeek, Belgium
| | - Babangida S. Chori
- Non-Profit Research Association Alliance for the Promotion of Preventive Medicine, Mechelen, Belgium
- Center for Environmental Sciences, Hasselt University, Diepenbeek, Belgium
- Department of Internal Medicine, Faculty of Clinical Sciences, College of Health Sciences, University of Abuja, Abuja, Nigeria
| | - Błażej P. Kaleta
- First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagellonian University, Kraków, Poland
| | - Gontse Mokwatsi
- Hypertension in Africa Research Team, Medical Research Council Unit for Hypertension and Cardiovascular Disease, North-West University, Potchefstroom, South Africa
| | - Dries S. Martens
- Center for Environmental Sciences, Hasselt University, Diepenbeek, Belgium
| | | | - Tina Anya
- Department of Internal Medicine, Federal Medical Center Jabi, Abuja, Nigeria
| | | | - Jong-Shiuan Yeh
- Taipei Municipal Wang-Fang Hospital
- Division of Cardiology, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Catharina M.C. Mels
- Hypertension in Africa Research Team, Medical Research Council Unit for Hypertension and Cardiovascular Disease, North-West University, Potchefstroom, South Africa
| | | | - Ruan Kruger
- Hypertension in Africa Research Team, Medical Research Council Unit for Hypertension and Cardiovascular Disease, North-West University, Potchefstroom, South Africa
| | - Godsent Isiguzo
- Department of Medicine, Alex Ekwueme Federal University Teaching Hospital Abakaliki, Ebonyi, Nigeria
| | - Krzystof Narkiewicz
- Department of Hypertension and Diabetology, Medical University of Gdańsk, Gdańsk, Poland
| | | | - Martin Salazar
- Universidad Nacional de La Plata | UNLP Departamento de Medicina Interna y Especialidades Clínicas, La Plata, Argentina
| | - Walter Espeche
- Universidad Nacional de La Plata | UNLP Departamento de Medicina Interna y Especialidades Clínicas, La Plata, Argentina
| | - Blerim Mujaj
- Non-Profit Research Association Alliance for the Promotion of Preventive Medicine, Mechelen, Belgium
| | - Jana Brgulian-Hitij
- Department of Internal Medicine, Division of Hypertension, University Medical Center Ljubljana, Ljubljana, Slovenia
| | - Agnieszka Olszanecka
- First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagellonian University, Kraków, Poland
| | - Wiktoria Wojciechowska
- First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagellonian University, Kraków, Poland
| | | | - Marek Rajzer
- First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagellonian University, Kraków, Poland
| | - Andrzej Januszewicz
- Department of Hypertension, National Institute of Cardiology, Warsaw, Poland
| | - Katarzyna Stolarz-Skrzypek
- First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagellonian University, Kraków, Poland
| | - Kei Asayama
- Non-Profit Research Association Alliance for the Promotion of Preventive Medicine, Mechelen, Belgium
- Tohoku Institute for Management of Blood Pressure, Sendai, Japan
- Department of Hygiene and Public Health, Teikyo University School of Medicine, Tokyo, Japan
| | - Karel Allegaert
- Department of Pharmaceutical and Pharmacological Sciences
- KU Leuven Department of Development and Regeneration, KU Leuven, Leuven, Belgium
- Department of Hospital Pharmacy, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Peter Verhamme
- Center for Molecular and Vascular Biology, KU Leuven Department of Cardiovascular Sciences
| | | | - Tim S. Nawrot
- Research Unit Environment and Health, KU Leuven Department of Public Health and Primary Care, University of Leuven, Leuven
- Center for Environmental Sciences, Hasselt University, Diepenbeek, Belgium
| | - Augustine N. Odili
- Department of Internal Medicine, Faculty of Clinical Sciences, College of Health Sciences, University of Abuja, Abuja, Nigeria
| | - Jan A. Staessen
- Non-Profit Research Association Alliance for the Promotion of Preventive Medicine, Mechelen, Belgium
- Department of Cardiovascular Medicine, Shanghai Key Laboratory of Hypertension, Shanghai Institute of Hypertension, State Key Laboratory of Medical Genomics, National Research Centre for Translational Medicine, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
- Biomedical Science Group, Faculty of Medicine, University of Leuven, Leuven, Belgium
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An DW, Martens DS, Mokwatsi GG, Yu YL, Chori BS, Latosinska A, Isiguzo G, Eder S, Zhang DY, Mayer G, Kruger R, Brguljan-Hitij J, Delles C, Mels CMC, Stolarz-Skrzypek K, Rajzer M, Verhamme P, Schutte AE, Nawrot TS, Li Y, Mischak H, Odili AN, Staessen JA. Urinary Proteomics and Systems Biology Link Eight Proteins to the Higher Risk of Hypertension and Related Complications in Blacks Versus Whites. Proteomics 2024:e202400207. [PMID: 39580674 DOI: 10.1002/pmic.202400207] [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: 07/30/2024] [Revised: 10/30/2024] [Accepted: 11/04/2024] [Indexed: 11/26/2024]
Abstract
Blacks are more prone to salt-sensitive hypertension than Whites. This cross-sectional analysis of a multi-ethnic cohort aimed to search for proteins potentially involved in the susceptibility to salt sensitivity, hypertension, and hypertension-related complications. The study included individuals enrolled in African Prospective Study on the Early Detection and Identification of Cardiovascular Disease and Hypertension (African-PREDICT), Flemish Study of the Environment, Genes and Health Outcomes (FLEMENGHO), Prospective Cohort Study in Patients with Type 2 Diabetes Mellitus for Validation of Biomarkers (PROVALID)-Austria, and Urinary Proteomics Combined with Home Blood Pressure Telemonitoring for Health Care Reform Trial (UPRIGHT-HTM). Sequenced urinary peptides detectable in 70% of participants allowed the identification of parental proteins and were compared between Blacks and Whites. Of 513 urinary peptides, 300 had significantly different levels among healthy Black (n = 476) and White (n = 483) South Africans sharing the same environment. Analyses contrasting 582 Blacks versus 1731 Whites, and Sub-Saharan Blacks versus European Whites replicated the findings. COL4A1, COL4A2, FGA, PROC, MGP, MYOCD, FYXD2, and UMOD were identified as the most likely candidates underlying the racially different susceptibility to salt sensitivity, hypertension, and related complications. Enriched pathways included hemostasis, platelet activity, collagens, biology of the extracellular matrix, and protein digestion and absorption. Our study suggests that MGP and MYOCD being involved in cardiovascular function, FGA and PROC in coagulation, FYXD2 and UMOD in salt homeostasis, and COL4A1 and COL4A2 as major components of the glomerular basement membrane are among the many proteins potentially incriminated in the higher susceptibility of Blacks compared to Whites to salt sensitivity, hypertension, and its complication. Nevertheless, these eight proteins and their associated pathways deserve further exploration in molecular and human studies as potential targets for intervention to reduce the excess risk of hypertension and cardiovascular complications in Blacks versus Whites.
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Affiliation(s)
- De-Wei An
- Department of Cardiovascular Medicine, Shanghai Key Laboratory of Hypertension, Shanghai Institute of Hypertension, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
- Non-Profit Research Association Alliance for the Promotion of Preventive Medicine, Mechelen, Belgium
- Research Unit Environment and Health, KU Leuven Department of Public Health and Primary Care, University of Leuven, Leuven, Belgium
| | - Dries S Martens
- Center for Environmental Sciences, Hasselt University, Diepenbeek, Belgium
| | - Gontse G Mokwatsi
- Hypertension in Africa Research Team (HART), SAMRC Extramural Unit for Hypertension and Cardiovascular Disease, Faculty of Health Sciences, North-West University, Potchefstroom, South Africa
| | - Yu-Ling Yu
- Non-Profit Research Association Alliance for the Promotion of Preventive Medicine, Mechelen, Belgium
- Research Unit Environment and Health, KU Leuven Department of Public Health and Primary Care, University of Leuven, Leuven, Belgium
| | - Babangida S Chori
- Center for Environmental Sciences, Hasselt University, Diepenbeek, Belgium
- Circulatory Health Research Laboratory, College of Health Sciences, University of Abuja, Abuja, Nigeria
| | | | - Godsent Isiguzo
- Cardiology Unit, Department of Medicine, Alex Ekwueme Federal University Teaching Hospital & Ebonyi State University, Abakaliki, Ebonyi State, Nigeria
| | - Susanne Eder
- Department of Internal Medicine IV, Medical University Innsbruck, Innsbruck, Austria
| | - Dong-Yan Zhang
- Department of Cardiovascular Medicine, Shanghai Key Laboratory of Hypertension, Shanghai Institute of Hypertension, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
- Non-Profit Research Association Alliance for the Promotion of Preventive Medicine, Mechelen, Belgium
- Research Unit Environment and Health, KU Leuven Department of Public Health and Primary Care, University of Leuven, Leuven, Belgium
| | - Gert Mayer
- Department of Internal Medicine IV, Medical University Innsbruck, Innsbruck, Austria
| | - Ruan Kruger
- Hypertension in Africa Research Team (HART), SAMRC Extramural Unit for Hypertension and Cardiovascular Disease, Faculty of Health Sciences, North-West University, Potchefstroom, South Africa
| | - Jana Brguljan-Hitij
- Division of Hypertension, Department of Internal Medicine, University Medical Center, Ljubljana, Slovenia
| | - Christian Delles
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK
| | - Catharina M C Mels
- Hypertension in Africa Research Team (HART), SAMRC Extramural Unit for Hypertension and Cardiovascular Disease, Faculty of Health Sciences, North-West University, Potchefstroom, South Africa
| | - Katarzyna Stolarz-Skrzypek
- First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University, Kraków, Poland
| | - Marek Rajzer
- First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University, Kraków, Poland
| | - Peter Verhamme
- Center for Molecular and Vascular Biology, KU Leuven Department of Cardiovascular Sciences, University of Leuven, Leuven, Belgium
| | - Aletta E Schutte
- Hypertension in Africa Research Team (HART), SAMRC Extramural Unit for Hypertension and Cardiovascular Disease, Faculty of Health Sciences, North-West University, Potchefstroom, South Africa
- Faculty of Medicine, UNSW Sydney, Sydney, Australia
| | - Tim S Nawrot
- Research Unit Environment and Health, KU Leuven Department of Public Health and Primary Care, University of Leuven, Leuven, Belgium
- Center for Environmental Sciences, Hasselt University, Diepenbeek, Belgium
| | - Yan Li
- Department of Cardiovascular Medicine, Shanghai Key Laboratory of Hypertension, Shanghai Institute of Hypertension, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | | | - Augustine N Odili
- Circulatory Health Research Laboratory, College of Health Sciences, University of Abuja, Abuja, Nigeria
| | - Jan A Staessen
- Department of Cardiovascular Medicine, Shanghai Key Laboratory of Hypertension, Shanghai Institute of Hypertension, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
- Non-Profit Research Association Alliance for the Promotion of Preventive Medicine, Mechelen, Belgium
- Biomedical Sciences Group, Faculty of Medicine, University of Leuven, Leuven, Belgium
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Antia SE, Ajaero CC, Kalu AU, Odili AN, Ugwu CN, Isiguzo GC. Artificial Intelligence and Cardiology Practice in Nigeria: Are We Ready? Niger J Clin Pract 2024; 27:933-937. [PMID: 39212427 DOI: 10.4103/njcp.njcp_53_24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2024] [Accepted: 07/22/2024] [Indexed: 09/04/2024]
Abstract
Cardiovascular diseases are the leading cause of death globally. As cardiovascular risk factors continuously rise to pandemic levels, there is intense pressure worldwide to improve cardiac care in preventive cardiology, cardio-diagnostics, therapeutics, and interventional cardiology. Artificial intelligence (AI), an advanced branch of computer science has ushered in the fourth industrial revolution with myriad opportunities in healthcare including cardiology. The developed world has embraced the technology, and the pressure not to be left behind is intense for both policymakers and practicing physicians/cardiologists in low to middle-income countries (LMICs) like Nigeria. This is especially daunting for LMICs who are already plagued with a high burden of infectious disease, unemployment, physician burnt, brain drain, and a developing cardiac practice. Should the focus of cardiovascular care be on men or machines? Is the technology sustainable in a low-resource setting? What lessons did we learn from the COVID-19 pandemic? We attempt to zero in on the dilemmas of AI in the Nigerian setting including AI acceptance, the bottlenecks of cardiology practice in Nigeria, the role of AI, and the type of AI that may be adapted to strengthen cardiovascular care of Nigerians.
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Affiliation(s)
- S E Antia
- Department of Internal Medicine, Alex Ekwueme Federal University Teaching Hospital, Abakaliki, Ebonyi State, Nigeria
| | - C C Ajaero
- Department of Internal Medicine, Alex Ekwueme Federal University Teaching Hospital, Abakaliki, Ebonyi State, Nigeria
| | - A U Kalu
- Department of Internal Medicine, Alex Ekwueme Federal University Teaching Hospital, Abakaliki, Ebonyi State, Nigeria
| | - A N Odili
- Circulatory Research Laboratory, Department of Internal Medicine, Faculty of Clinical Sciences, College of Health Sciences, Main Campus, University of Abuja, Nigeria
| | - C N Ugwu
- Department of Internal Medicine, Alex Ekwueme Federal University Teaching Hospital, Abakaliki, Ebonyi State, Nigeria
| | - G C Isiguzo
- Department of Internal Medicine, Alex Ekwueme Federal University Teaching Hospital, Abakaliki, Ebonyi State, Nigeria
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Chori BS, An DW, Martens DS, Yu YL, Gilis-Malinowska N, Abubakar SM, Ibrahim EA, Ajanya O, Abiodun OO, Anya T, Tobechukwu I, Isiguzo G, Cheng HM, Chen CH, Liao CT, Mokwatsi G, Stolarz-Skrzypek K, Wojciechowska W, Narkiewicz K, Rajzer M, Brguljan-Hitij J, Nawrot TS, Asayama K, Reyskens P, Mischak H, Odili AN, Staessen JA. Urinary proteomics combined with home blood pressure telemonitoring for health care reform trial-First progress report. J Clin Hypertens (Greenwich) 2023. [PMID: 37147930 DOI: 10.1111/jch.14664] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 03/24/2023] [Accepted: 04/06/2023] [Indexed: 05/07/2023]
Abstract
High blood pressure (BP) and type-2 diabetes (T2DM) are forerunners of chronic kidney disease and left ventricular dysfunction. Home BP telemonitoring (HTM) and urinary peptidomic profiling (UPP) are technologies enabling risk stratification and personalized prevention. UPRIGHT-HTM (NCT04299529) is an investigator-initiated, multicenter, open-label, randomized trial with blinded endpoint evaluation designed to assess the efficacy of HTM plus UPP (experimental group) over HTM alone (control group) in guiding treatment in asymptomatic patients, aged 55-75 years, with ≥5 cardiovascular risk factors. From screening onwards, HTM data can be freely accessed by all patients and their caregivers; UPP results are communicated early during follow-up to patients and caregivers in the intervention group, but at trial closure in the control group. From May 2021 until January 2023, 235 patients were screened, of whom 53 were still progressing through the run-in period and 144 were randomized. Both groups had similar characteristics, including average age (62.0 years) and the proportions of African Blacks (81.9%), White Europeans (16.7%), women 56.2%, home (31.2%), and office (50.0%) hypertension, T2DM (36.4%), micro-albuminuria (29.4%), and ECG (9.7%) and echocardiographic (11.5%) left ventricular hypertrophy. Home and office BP were 128.8/79.2 mm Hg and 137.1/82.7 mm Hg, respectively, resulting in a prevalence of white-coat, masked and sustained hypertension of 40.3%, 11.1%, and 25.7%. HTM persisted after randomization (48 681 readings up to 15 January 2023). In conclusion, results predominantly from low-resource sub-Saharan centers proved the feasibility of this multi-ethnic trial. The COVID-19 pandemic caused delays and differential recruitment rates across centers.
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Affiliation(s)
- Babangida S Chori
- Center for Environmental Sciences, Hasselt University, Diepenbeek, Belgium
- Non-Profit Research Association Alliance for the Promotion of Preventive Medicine, Mechelen, Belgium
| | - De-Wei An
- Department of Cardiovascular Medicine, Shanghai Key Laboratory of Hypertension, Shanghai Institute of Hypertension, State Key Laboratory of Medical Genomics, National Research Centre for Translational Medicine, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
- Non-Profit Research Association Alliance for the Promotion of Preventive Medicine, Mechelen, Belgium
- Research Unit Environment and Health, KU Leuven Department of Public Health and Primary Care, University of Leuven, Leuven, Belgium
| | - Dries S Martens
- Center for Environmental Sciences, Hasselt University, Diepenbeek, Belgium
| | - Yu-Ling Yu
- Non-Profit Research Association Alliance for the Promotion of Preventive Medicine, Mechelen, Belgium
- Research Unit Environment and Health, KU Leuven Department of Public Health and Primary Care, University of Leuven, Leuven, Belgium
| | | | - Sani M Abubakar
- Department of Internal Medicine, Faculty of Clinical Sciences, College of Health Sciences, University of Abuja, Gwagwalada, Nigeria
| | - Etubi A Ibrahim
- Department of Internal Medicine, Faculty of Clinical Sciences, College of Health Sciences, University of Abuja, Gwagwalada, Nigeria
| | - Ojonojima Ajanya
- Department of Internal Medicine, Faculty of Clinical Sciences, College of Health Sciences, University of Abuja, Gwagwalada, Nigeria
| | - Olugbenga O Abiodun
- Department of Internal Medicine, Federal Medical Center Jabi, Jabi, Abuja, Nigeria
| | - Tina Anya
- Department of Internal Medicine, Federal Medical Center Jabi, Jabi, Abuja, Nigeria
| | - Iyidobi Tobechukwu
- Department of Medicine, Alex Ekwueme Federal University Teaching Hospital Abakaliki, Ebonyi, Nigeria
| | - Godsent Isiguzo
- Department of Medicine, Alex Ekwueme Federal University Teaching Hospital Abakaliki, Ebonyi, Nigeria
| | - Hao-Min Cheng
- Institute of Health and Welfare Policy, National Yang-Ming University, Taipei, People's Republic of China
| | - Chen-Huan Chen
- Medical Building, National Yang-Min University School of Medicine, Taipei, People's Republic of China
| | - Chia-Te Liao
- Chi Mei Medical Center, Yong Kang, Tainan, People's Republic of China
| | - Gontse Mokwatsi
- Hypertension in Africa Research Team, North-Western University (Potchefstroom Campus), Potchefstroom, South Africa
| | - Katarzyna Stolarz-Skrzypek
- First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagellonian University, Kraków, Poland
| | - Wiktoria Wojciechowska
- First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagellonian University, Kraków, Poland
| | - Krzysztof Narkiewicz
- Department of Hypertension and Diabetology, Medical University of Gdańsk, Gdańsk, Poland
| | - Marek Rajzer
- First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagellonian University, Kraków, Poland
| | - Jana Brguljan-Hitij
- Department of Internal Medicine, Division of Hypertension, University Medical Center Ljubljana, Ljubljana, Slovenia
| | - Tim S Nawrot
- Center for Environmental Sciences, Hasselt University, Diepenbeek, Belgium
| | - Kei Asayama
- Tohoku Institute for Management of Blood Pressure, Sendai, Japan
- Department of Hygiene and Public Health, Teikyo University School of Medicine, Tokyo, Japan
| | | | | | - Augustine N Odili
- Department of Internal Medicine, Faculty of Clinical Sciences, College of Health Sciences, University of Abuja, Gwagwalada, Nigeria
| | - Jan A Staessen
- Non-Profit Research Association Alliance for the Promotion of Preventive Medicine, Mechelen, Belgium
- Biomedical Science Group, Faculty of Medicine, University of Leuven, Leuven, Belgium
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6
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What did we learn from the International Databases on Ambulatory and Home Blood Pressure in Relation to Cardiovascular Outcome? Hypertens Res 2023; 46:934-949. [PMID: 36737461 PMCID: PMC10073019 DOI: 10.1038/s41440-023-01191-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 01/08/2023] [Accepted: 01/09/2023] [Indexed: 02/05/2023]
Abstract
To assess in individual-person meta-analyses how out-of-office blood pressure (BP) contributes to risk stratification and the management of hypertension, an international consortium set up the International Databases on Ambulatory (IDACO) and Home (IDHOCO) Blood Pressure in Relation to Cardiovascular Outcome. This review summarizes key findings of recent IDACO/IDHOCO articles. Among various BP indexes derived from office and ambulatory BP recordings, the 24-h and nighttime BP level were the best predictors of adverse health outcomes. Second, using the 10-year cardiovascular risk associated with guideline-endorsed office BP thresholds as reference, corresponding thresholds were derived for home and ambulatory BP. Stratified by the underlying cardiovascular risk, the rate of cardiovascular events in white-coat hypertensive patients and matched normotensive controls were not substantially different. The observation that masked hypertension carries a high cardiovascular risk was replicated in Nigerian Blacks, using home BP monitoring. The thresholds for 24-h mean arterial pressure, i.e., the BP component measured by oscillometric devices, delineating normotension, elevated BP and hypertension were <90, 90 to 92 and ≥92 mmHg. At young age, the absolute risk associated with out-of-office BP was low, but the relative risk was high, whereas with advancing age, the relative risk decreased and the absolute risk increased. Using pulse pressure as an exemplary case, the relative risks of death, cardiovascular endpoints and stroke decreased over 3-fold from 55 to 75 years of age, whereas in contrast absolute risk rose 3-fold. In conclusion, IDACO/IDHOCO forcefully support the notion that the pressing need to curb the hypertension pandemic cannot be met without out-of-the-office BP monitoring.
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Staessen JA, Wendt R, Yu YL, Kalbitz S, Thijs L, Siwy J, Raad J, Metzger J, Neuhaus B, Papkalla A, von der Leyen H, Mebazaa A, Dudoignon E, Spasovski G, Milenkova M, Canevska-Taneska A, Salgueira Lazo M, Psichogiou M, Rajzer MW, Fuławka Ł, Dzitkowska-Zabielska M, Weiss G, Feldt T, Stegemann M, Normark J, Zoufaly A, Schmiedel S, Seilmaier M, Rumpf B, Banasik M, Krajewska M, Catanese L, Rupprecht HD, Czerwieńska B, Peters B, Nilsson Å, Rothfuss K, Lübbert C, Mischak H, Beige J. Predictive performance and clinical application of COV50, a urinary proteomic biomarker in early COVID-19 infection: a prospective multicentre cohort study. Lancet Digit Health 2022; 4:e727-e737. [PMID: 36057526 PMCID: PMC9432869 DOI: 10.1016/s2589-7500(22)00150-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 07/17/2022] [Accepted: 07/19/2022] [Indexed: 11/17/2022]
Abstract
Background The SARS-CoV-2 pandemic is a worldwide challenge. The CRIT-CoV-U pilot study generated a urinary proteomic biomarker consisting of 50 peptides (COV50), which predicted death and disease progression from SARS-CoV-2. After the interim analysis presented for the German Government, here, we aimed to analyse the full dataset to consolidate the findings and propose potential clinical applications of this biomarker. Methods CRIT-CoV-U was a prospective multicentre cohort study. In eight European countries (Austria, France, Germany, Greece, North Macedonia, Poland, Spain, and Sweden), 1012 adults with PCR-confirmed COVID-19 were followed up for death and progression along the 8-point WHO scale. Capillary electrophoresis coupled with mass spectrometry was used for urinary proteomic profiling. Statistical methods included logistic regression and receiver operating characteristic curve analysis with a comparison of the area under curve (AUC) between nested models. Hospitalisation costs were derived from the care facility corresponding with the Markov chain probability of reaching WHO scores ranging from 3 to 8 and flat-rate hospitalisation costs adjusted for the gross per capita domestic product of each country. Findings From June 30 to Nov 19, 2020, 228 participants were recruited, and from April 30, 2020, to April 14, 2021, 784 participants were recruited, resulting in a total of 1012 participants. The entry WHO scores were 1–3 in 445 (44%) participants, 4–5 in 529 (52%) participants, and 6 in 38 (4%) participants; and of all participants, 119 died and 271 had disease progression. The odds ratio (OR) associated with COV50 in all 1012 participants for death was 2·44 (95% CI 2·05–2·92) unadjusted and 1·67 (1·34–2·07) when adjusted for sex, age, BMI, comorbidities, and baseline WHO score; and for disease progression, the OR was 1·79 (1·60–2·01) when unadjusted and 1·63 (1·41–1·91) when adjusted (p<0·0001 for all). The predictive accuracy of the optimised COV50 thresholds was 74·4% (71·6–77·1%) for mortality (threshold 0·47) and 67·4% (64·4–70·3%) for disease progression (threshold 0·04). When adjusted for covariables and the baseline WHO score, these thresholds improved AUCs from 0·835 to 0·853 (p=0·033) for death and from 0·697 to 0·730 (p=0·0008) for progression. Of 196 participants who received ambulatory care, 194 (99%) did not reach the 0·04 threshold. The cost reductions associated with 1 day less hospitalisation per 1000 participants were million Euro (M€) 0·887 (5–95% percentile interval 0·730–1·039) in participants at a low risk (COV50 <0·04) and M€2·098 (1·839-2·365) in participants at a high risk (COV50 ≥0·04). Interpretation The urinary proteomic COV50 marker might be predictive of adverse COVID-19 outcomes. Even in people with mild-to-moderate PCR-confirmed infections (WHO scores 1–4), the 0·04 COV50 threshold justifies earlier drug treatment, thereby potentially reducing the number of days in hospital and associated costs. Funding German Federal Ministry of Health.
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Affiliation(s)
- Jan A Staessen
- Non-Profit Research Institute Alliance for the Promotion of Preventive Medicine, Mechelen, Belgium; Biomedical Sciences Group, Faculty of Medicine, University of Leuven, Leuven, Belgium
| | - Ralph Wendt
- Department of Infectious Diseases and Tropical Medicine, Nephrology and Kuratorium für Dialyse und Nierentransplantation Renal Unit and Rheumatology, St Georg Hospital, Leipzig, Germany
| | - Yu-Ling Yu
- Research Unit Environment and Health, Department of Public Health and Primary Care, University of Leuven, Leuven, Belgium
| | - Sven Kalbitz
- Department of Infectious Diseases and Tropical Medicine, Nephrology and Kuratorium für Dialyse und Nierentransplantation Renal Unit and Rheumatology, St Georg Hospital, Leipzig, Germany
| | - Lutgarde Thijs
- Research Unit Hypertension and Cardiovascular Epidemiology, Department of Cardiovascular Diseases, University of Leuven, Leuven, Belgium
| | | | - Julia Raad
- Mosaiques-Diagnostics, Hannover, Germany
| | | | - Barbara Neuhaus
- Centre for Clinical Trials, Medizinische Hochschule, Hannover, Germany
| | - Armin Papkalla
- Centre for Clinical Trials, Medizinische Hochschule, Hannover, Germany
| | | | - Alexandre Mebazaa
- Department of Anaesthesiology and Intensive Care, Hospital Saint Louis-Lariboisière, Paris, France
| | - Emmanuel Dudoignon
- Department of Anaesthesiology and Intensive Care, Hospital Saint Louis-Lariboisière, Paris, France
| | | | | | | | | | - Mina Psichogiou
- First Department of Internal Medicine, Laiko General Hospital, National and Kapodistrian University of Athens Medical School, Athens, Greece
| | - Marek W Rajzer
- First Department of Cardiology, Interventional Electrocardiology and Arterial Hypertension, Jagiellonian University Medical College, Kraków, Poland
| | | | - Magdalena Dzitkowska-Zabielska
- Faculty of Physical Education, Gdańsk University of Physical Education and Sport and Centre of Translational Medicine, Medical University of Gdańsk, Gdańsk, Poland
| | - Guenter Weiss
- Department of Internal Medicine II, Medical University Innsbruck, Innsbruck, Austria
| | - Torsten Feldt
- Department of Gastroenterology, Hepatology and Infectious Diseases, Medical Faculty of Heinrich Heine University, Düsseldorf, Germany
| | - Miriam Stegemann
- Department of Infectious Diseases and Respiratory Medicine, Charité Universitätsmedizin Berlin, Corporate Member of the Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Johan Normark
- Wallenberg Centre for Molecular Medicine, Department of Clinical Microbiology, Umeå University, Umeå, Sweden
| | - Alexander Zoufaly
- Department of Medicine IV, Clinic Favoriten and Faculty of Medicine, Sigmund Freud University, Vienna, Austria
| | - Stefan Schmiedel
- Medical Department I and Bernhard-Nocht-Clinic for Tropical Medicine, University Medical Centre Hamburg Eppendorf, Hamburg, Germany
| | - Michael Seilmaier
- Department of Haematology, Oncology, Immunology, Palliative Care, Infectious Disease and Tropical Medicine, München Klinik Schwabing, München, Germany
| | - Benedikt Rumpf
- Nephrology and Dialysis, Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Mirosław Banasik
- Department of Nephrology and Transplantation Medicine, Wrocław Medical University, Wrocław, Poland
| | - Magdalena Krajewska
- Department of Nephrology and Transplantation Medicine, Wrocław Medical University, Wrocław, Poland
| | - Lorenzo Catanese
- Department of Nephrology, Angiology and Rheumatology, Hospital Bayreuth, Bayreuth, Germany
| | - Harald D Rupprecht
- Department of Nephrology, Angiology and Rheumatology, Hospital Bayreuth, Bayreuth, Germany
| | | | - Björn Peters
- Department of Nephrology, Skaraborg Hospital, Skövde and Department of Molecular and Clinical Medicine, Institute of Medicine, The Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden; Research and Development Centre, Skaraborg Hospital, Skövde, Sweden
| | - Åsa Nilsson
- Research and Development Centre, Skaraborg Hospital, Skövde, Sweden
| | - Katja Rothfuss
- Department of Gastroenterology, Hepatology and Endocrinology, Robert Bosch Hospital, Stuttgart, Germany
| | - Christoph Lübbert
- Department of Infectious Diseases and Tropical Medicine, Nephrology and Kuratorium für Dialyse und Nierentransplantation Renal Unit and Rheumatology, St Georg Hospital, Leipzig, Germany; Division of Infectious Diseases and Tropical Medicine, Leipzig University Medical Centre, Leipzig, Germany
| | - Harald Mischak
- Mosaiques-Diagnostics, Hannover, Germany; Institute of Cardiovascular and Medical Sciences, Glasgow, UK
| | - Joachim Beige
- Department of Infectious Diseases and Tropical Medicine, Nephrology and Kuratorium für Dialyse und Nierentransplantation Renal Unit and Rheumatology, St Georg Hospital, Leipzig, Germany; Martin-Luther-University Halle-Wittenberg, Halle an der Saale, Halle, Germany.
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Commentary: “Lower is Better” — SPRINTing to STEPping up hypertension research? An historical perspective on hypertension trials. INTERNATIONAL JOURNAL OF CARDIOLOGY CARDIOVASCULAR RISK AND PREVENTION 2021; 11:200122. [PMID: 34988558 PMCID: PMC8710411 DOI: 10.1016/j.ijcrp.2021.200122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 11/26/2021] [Indexed: 11/20/2022]
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Martens DS, Thijs L, Latosinska A, Trenson S, Siwy J, Zhang ZY, Wang C, Beige J, Vlahou A, Janssens S, Mischak H, Nawrot TS, Staessen JA. Urinary peptidomic profiles to address age-related disabilities: a prospective population study. THE LANCET. HEALTHY LONGEVITY 2021; 2:e690-e703. [PMID: 34766101 PMCID: PMC8566278 DOI: 10.1016/s2666-7568(21)00226-9] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND The Global Burden of Diseases, Injuries, and Risk Factors Study 2019 called for innovation in addressing age-related disabilities. Our study aimed to identify and validate a urinary peptidomic profile (UPP) differentiating healthy from unhealthy ageing in the general population, to test the UPP predictor in independent patient cohorts, and to search for targetable molecular pathways underlying age-related chronic diseases. METHODS In this prospective population study, we used data from participants in the Flemish Study on Environment, Genes and Health Outcomes (FLEMENGHO), done in northern Belgium from 1985 to 2019, and invited participants to a follow-up examination in 2005-10. Participants were eligible if their address was within 15 km of the examination centre and if they had not withdrawn consent in any of the previous examination cycles (1985-2004). All participants (2005-10) were also invited to an additional follow-up examination in 2009-13. Participants who took part in both the 2005-10 follow-up examination and in the additional 2009-13 follow-up visit constituted the derivation dataset, which included their 2005-10 data, and the time-shifted internal validation dataset, which included their 2009-13 data. The remaining participants who only had 2005-10 data constituted the synchronous internal validation dataset. Participants were excluded from analyses if they were incapacitated, had not undergone UPP, or had either missing or outlying (three SDs greater than the mean of all consenting participants) values of body-mass index, plasma glucose, or serum creatinine. The UPP was assessed by capillary electrophoresis coupled with mass spectrometry. The multidimensional UPP signature reflecting ageing was generated from the derivation dataset and validated in the time-shifted internal validation dataset and the synchronous validation dataset. It was further validated in patients with diabetes, COVID-19, or chronic kidney disease (CKD). In FLEMENGHO, the mortality endpoints were all-cause, cardiovascular, and non-cardiovascular mortality; other endpoints were fatal or non-fatal cancer and musculoskeletal disorders. Molecular pathway exploration was done using the Reactome and Kyoto Encyclopedia of Genes and Genomes databases. FINDINGS 778 individuals (395 [51%] women and 383 [49%] men; aged 16·2-82·1 years; mean age 50·9 years [SD 15·8]) from the FLEMENGHO cohort had a follow-up examination between 2005 and 2010, of whom 559 participants had a further follow-up from Oct 28, 2009, to March 19, 2013, and made up the derivation (2005-10) and time-shifted internal validation (2009-13) datasets. 219 were examined once and constituted the synchronous internal validation dataset (2005-10). With correction for multiple testing and multivariable adjustment, chronological age was associated with 210 sequenced peptides mainly showing downregulation of collagen fragments. The trained model relating chronological age to UPP, derived by elastic net regression, included 54 peptides from 17 proteins. The UPP-age prediction model explained 76·3% (r=0·87) of chronological age in the derivation dataset, 54·4% (r=0·74) in the time-shifted validation dataset, and 65·3% (r=0·81) in the synchronous internal validation dataset. Compared with chronological age, the predicted UPP-age was greater in patients with diabetes (chronological age 50·8 years [SE 0·37] vs UPP-age 56·9 years [0·30]), COVID‑19 (53·2 years [1·80] vs 58·5 years [1·67]), or CKD (54·6 years [0·97] vs 62·3 years [0·85]; all p<0·0001). In the FLEMENGHO cohort, independent of chronological age, UPP-age was significantly associated with various risk markers related to cardiovascular, metabolic, and renal disease, inflammation, and medication use. Over a median of 12·4 years (IQR 10·8-13·2), total mortality, cardiovascular mortality, and osteoporosis in the population was associated with UPP-age independent of chronological age, with hazard ratios per 10 year increase in UPP-age of 1·54 (95% CI 1·22-1·95) for total mortality, 1·72 (1·20-2·47) for cardiovascular mortality, and 1·40 (1·06-1·85) for osteoporosis and fractures. The most relevant molecular pathways informed by the proteins involved deregulation of collagen biology and extracellular matrix maintenance. INTERPRETATION The UPP signature indicative of ageing reflects fibrosis and extracellular matrix remodelling and was associated with risk factors and adverse health outcomes in the population and with accelerated ageing in patients. Innovation in addressing disability should shift focus from the ontology of diseases to shared disease mechanisms, in particular ageing-related fibrotic degeneration. FUNDING European Research Council, Ministry of the Flemish Community, OMRON Healthcare.
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Affiliation(s)
- Dries S Martens
- Centre for Environmental Sciences, Hasselt University, Hasselt, Belgium
| | - Lutgarde Thijs
- Research Unit Hypertension and Cardiovascular Epidemiology, KU Leuven Department of Cardiovascular Diseases, University of Leuven, Leuven, Belgium
| | | | - Sander Trenson
- Division of Cardiology, Sint-Jan Hospital, Bruges, Belgium
| | | | - Zhen-Yu Zhang
- Research Unit Hypertension and Cardiovascular Epidemiology, KU Leuven Department of Cardiovascular Diseases, University of Leuven, Leuven, Belgium
| | - Congrong Wang
- Centre for Environmental Sciences, Hasselt University, Hasselt, Belgium
| | - Joachim Beige
- Martin Luther University of Halle-Wittenberg, Halle (Saale), Germany
| | - Antonia Vlahou
- Systems Biology Center, Biomedical Research Foundation, Academy of Athens, Athens, Greece
| | - Stefan Janssens
- Division of Cardiology, University Hospitals Leuven, Leuven, Belgium
| | - Harald Mischak
- Mosaiques-Diagnostics, Hannover, Germany
- Institute of Cardiovascular and Medical Sciences, Glasgow, UK
| | - Tim S Nawrot
- Centre for Environmental Sciences, Hasselt University, Hasselt, Belgium
- Research Unit Environment and Health, Department of Public Health and Primary Care, University of Leuven, Leuven, Belgium
| | - Jan A Staessen
- Biomedical Sciences Group, Faculty of Medicine, University of Leuven, Leuven, Belgium
- Alliance for the Promotion of Preventive Medicine, Mechelen, Belgium
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