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A Global Perspective on Cardiovascular Risk Factors by Educational Level in CHD Patients: SURF CHD II Cover

A Global Perspective on Cardiovascular Risk Factors by Educational Level in CHD Patients: SURF CHD II

By: Anna Marzà-Florensa,  Ilonca Vaartjes,  Ian Graham,  Kerstin Klipstein-Grobusch,  Diederick. E Grobbee,  Marina Joseph,  Yanina Castillo Costa,  Nicolás Esteybar Enrique,  Rahima Gabulova,  Mahluga Isaveva,  Farid Alivev,  Uzeyir Rahimov,  Galib Imanov,  Firdovsi Ibrahimov,  Zarbaliyeva Naila,  Rashad Abasov,  Anre Jassen,  Johan De Sutter,  Sofie Cuypers,  Dalton Precoma,  Luiz Ritt,  Mario Claudio Soares Sturzeneker,  Conrado Roberto Hoffmann Filho,  Maria Teresa Lira,  Eva Tumova,  Jaromir Ozana,  Ann Bovin,  Margus Viigimaa,  Konstantinos Tsioufis,  Ageliki Laina,  Zacharoulis Achilles,  Fotios Toulgaridis,  Elias Sanidas,  Zeljko Reiner,  Marijana Gulin,  Antonijo Bejúić,  Darko Duplančić,  Eszter Szabados,  Badai Bhatara Tiksnadi,  Bill McEvoy,  Anne Reynolds,  David Moore,  Declan Spelman,  Raman Puri,  Nagaraj Desai,  Prabhakar Dorairaj,  S. S. Iyengar,  Sumitra Lakshmana,  Ajay Kumar Pandey,  Akshyaya Pradhan,  Kunal Mahajan,  Pompilio Faggiano,  P. Zarcone,  Maurizio G. Abrignani,  Makhanov Daniyar,  Kairat Davletov,  Anar Dushpanova,  Iveta Mintale,  Omar Msalam,  Alami Mohamed,  Najat Mouine,  Tazi Mezalek Amale,  Aida Soufiani,  Irena Mitevska,  Saskia Haitjema,  Mark de Groot,  Ana Abreu,  Nana Pogosova,  Marat V. Ezhov,  Abdulhalim Kinsara,  Ivana Burazor,  Vojislav Giga,  Hector Bueno,  Regina Dalmau,  Ana García-Barrios,  Jose Antonio Alarcon Duque,  Meral Kayikcioglu,  Lale Tokgozoglu,  Emre Aslanger,  Samuel Kim,  Caleb Self,  Dolores Reynolds and  Sabrina Rose  
Open Access
|Jul 2024

Figures & Tables

Table 1

Definition of risk factor targets.

RISK FACTORTARGET
SmokingNo smoking or cessation
Physical activityModerately vigorous physical activity ≥30 minutes 3–5 times/week
BMI<25 kg/m2
Waist circumference<94 cm in men (<90 cm in South-East Asian men) and <80 cm in women
Blood pressure<140/90 mmHg (<140/85 mmHg in diabetics)
LDL<1.8 mmol/L. Stricter target: <1.4 mmol/L
non-HDL cholesterol<2.2 mmol/L
Triglycerides<1.7 mmol/L
Hba1c (in diabetics)<7%
Table 2

Characteristics of the study population by country income group.

(LMIC N = 2645)UMIC (N = 3777)HIC (N = 7462)(Total N = 13884)
Number of countries391729
Number of centres112965105
Type of centre attended
    Private1526 (57.7)940 (24.9)313 (4.55)2779 (20.9)
    Public1119 (42.3)2837 (75.1)6561 (95.4)10517 (79.1)
Demographics
Mean age (SD)62.1 (39.9)63.0 (10.5)66.7 (11.0)64.8 (20.0)
Sex
Female502 (19.0)1140 (30.2)1823 (24.4)3465 (25.0)
Ethnic Group
    Arab346 (13.1)102 (2.7)123 (4.3)571 (6.1)
    Asian2284 (86.4)628 (16.6)26 (0.9)2938 (31.8)
    Black6 (0.2)18 (0.5)14 (0.5)38 (0.4)
    Mixed5 (0.2)41 (1.1)9 (0.3)55 (0.6)
    Other0 (0.0)3 (0.1)8 (0.3)11 (0.1)
    White4 (0.2)2981 (79.0)2634 (93.6)5619 (60.9)
Educational level
    Primary school630 (24.8)506 (16.8)921 (16.7)2057 (18.6)
    Secondary school964 (37.9)1403 (46.6)1451 (26.3)3818 (34.5)
    Tertiary/University950 (37.3)1100 (36.6)3150 (57.0)5200 (47.0)
Cardiovascular history
Index event
    CABG423 (16.0)690 (18.3)797 (15.7)1910 (16.6)
    PCI1253 (47.4)2197 (58.2)2875 (56.6)6325 (55.0)
    Acute coronary syndrome1034 (39.1)1462 (38.7)4128 (55.3)6624 (47.7)
    Stable angina pectoris855 (32.3)1539 (40.7)2146 (28.8)4540 (32.7)
Family history premature CVD288 (10.9)1184 (31.4)819 (29.0)2291 (24.8)
Risk factor history
    Hypertension1359 (51.4)3109 (82.3)3162 (65.7)7630 (67.9)
    Dyslipidemia1234 (46.7)1974 (52.3)3163 (67.5)6371 (57.4)
    Diabetes1129 (29.2)1136 (42.9)1294 (34.3)3559 (34.6)
Smoking
    Current423 (16.3)861 (23.7)1541 (21.9)2825 (21.3)
    Former442 (17.0)1112 (30.6)3129 (44.4)4683 (35.3)
    Never1736 (66.7)1661 (45.7)2373 (33.7)5770 (43.5)
    Physical activity < 30 minutes 3–5 times/week979 (38.0)1690 (52.9)1640 (43.6)4309 (45.2)
    Moderate1259 (48.8)1037 (32.5)1451 (38.5)3747 (39.3)
    Physical activity > 30 minutes 3–5 times/week340 (13.2)465 (14.6)673 (17.9)1478 (15.5)
Risk factor levels (mean (SD))
Systolic BP (mmHg) mean (SD)128 (20.2)134 (20.3)132 (17.7)132 (19.0)
Diastolic BP (mmHg) mean (SD)75.8 (11.3)80.7 (11.4)77.2 (10.6)77.9 (11.1)
Heart rate (bpm) mean (SD)77.8 (13.6)73.7 (12.9)68.9 (12.2)73.1 (13.3)
BMI (kg/m2) mean (SD)26.5 (4.5)28.7 (4.9)28.2 (5.0)28.0 (4.9)
Waist circumference (cm) mean (SD)90.5 (15.4)99.2 (12.7)103 (13.1)100 (13.7)
Total cholesterol (mmol/l) mean (SD)3.86 (1.2)4.70 (1.4)3.98 (1.4)4.19 (1.4)
LDL cholesterol (mmol/l) mean (SD)2.15 (1.1)2.79 (1.2)2.06 (1.0)2.24 (1.1)
HDL cholesterol (mmol/l) mean (SD)1.11 (0.4)1.19 (0.4)1.22 (0.4)1.18 (0.4)
Tryglicerides (mmol/l) mean (SD)3.74 (1.9)2.44 (2.0)2.76 (1.9)2.92 (2.0)
Fasting glucose (mmol/l) mean (SD)7.63 (3.5)6.78 (2.8)6.44 (2.2)6.88 (2.9)
HbA1C (%)7.97 (1.7)7.74 (1.7)8.94 (11.1)8.23 (6.5)

[i] Results are indicated in number of participants (%) unless indicated. HICs: high-income counties, UMICs: upper-middle-income countries, LMICs: lower-middle income countries, CABG: Coronary Artery Bypass Graft, PCI: Percutaneous Coronary Intervention, CVD: cardiovascular disease.

Figure 1

Percentage of participants (A) meeting risk factor targets, (B) with information recorded on risk factors, and (C) reporting to use medication and participate in cardiac rehabilitation. Risk factor targets are defined as: no smoking or smoking cessation, Moderately vigorous physical activity at least 30 minutes 3–5 times/week, BMI <25 kg/m2, waist circumference <94 cm in men (<90 cm in South-East Asian men) and <80 cm in women, blood pressure <140/90 mmHg (<140/85 mmHg in diabetics), LDL <1.8 mmol/L, LDL <1.4 mmol/L, non-HDL cholesterol <2.2 mmol/L, triglycerides <1.7 mmol/L, and Hba1c (in diabetic patients) <7%. Results on Hba1c recording, target attainment, oral hypoglicemics, and insulin are calculated among diabetic patients.

Table 3

Results multivariable analysis showing odds ratios for achieving risk factor targets, being on medication or participating in cardiac rehabilitation, and secondary or tertiary educational level compared to primary education.

HICUMICLMIC
Target attainmenta
Never or former smoking1.71 (1.43–2.04)1.14 (0.88–1.47)1.99 (1.53–2.59)
Physical activity1.94 (1.59–2.35)2.48 (1.96–3.14)1.75 (1.41–2.13)
BMI1.06 (0.84–1.34)1.10 (0.81–1.51)0.89 (0.71–1.11)
Waist circumference1.30 (0.82–2.12)0.63 (0.37–1.10)0.86 (0.53–1.40)
Blood pressure0.64 (0.53–0.77)1.02 (0.83–1.27)0.92 (0.75–1.14)
non-HDL Cholesterol1.01 (0.79–1.30)0.92 (0.64–1.35)1.19 (0.94–1.49)
LDL 1.81.23 (1.05–1.45)0.74 (0.55–1.01)1.30 (1.04–1.63)
LDL 1.40.94 (0.78–1.13)0.65 (0.44–1.00)c1.21 (0.93–1.58)
Triglycerides0.85 (0.66–1.09)1.32 (1.01–1.72)1.14 (0.91–1.44)
Hba1cb0.82 (0.45–1.36)0.89 (0.53–1.50)1.20 (0.80–1.82)
Treatment
Antiplatelets1.66 (1.22–2.23)1.285 (0.97–1.69)1.5 (0.94–2.35)
Antihypertensives1.995 (1.32–2.96)0.72 (0.48–1.05)1.03 (0.64–1.63)
Lipid-lowering1.424 (1.05–1.90)0.62 (0.48–0.791.75 (1.20–2.55)
Oral hypoglicemics1.43 (0.94–2.16)1.08 (0.78–1.49)1.26 (0.92–1.72)
Insulinb1.10 (0.70–1.73)0.43 (0.30–0.61)0.88 (0.59–1.34)
Cardiac rehabilitationb2.47 (2.10–2.91)4.89 (3.44–7.18)1.24 (0.99–1.56)

[i] Results are expressed in odds ratios (95% confidence intervals) of achieving risk factor targets and being on medication or participating in cardiac rehabilitation, if having secondary or tertiary education compared to primary education, adjusted by age, sex, and type of center (public or private). a Risk factor targets are defined as: no smoking or smoking cessation, Moderately vigorous physical activity at least 30 minutes 3–5 times/week, BMI <25 kg/m2, waist circumference <94 cm in men (<90 cm in South-East Asian men) and <80 cm in women, blood pressure <140/90 mmHg (<140/85 mmHg in diabetics), LDL <1.8 mmol/L, LDL <1.4 mmol/L, non-HDL cholesterol <2.2 mmol/L, triglycerides <1.7 mmol/L, and Hba1c (in diabetic patients) <7%. b Estimates are calculated among diabetic patients. c 97.5% CI = 0.999.

SURF CHD Collaborators
Marina Joseph, Yanina Castillo CostaSocieded Argentina de Cardiología, Buenos Aires
Nicolás Esteybar EnriqueCounsel of Cardioecology and Healthy Habits Sociedad Argentina de Cardiología, Mar del Plata, Argentina
Rahima GabulovaAzerbaijan Medical University, Educational Therapeutic Clinic, Baku, Azerbaijan
Mahluga IsavevaScientific Research Institute for Cardiology, Baku, Azerbaijan
Farid AlivevBaku Health Centre, Baku, Azerbaijan
Uzeyir RahimovBaku Medical Plaza, Baku, Azerbaijan
Galib ImanovAzerbaijan Medical University, Educational Surgical Clinic, Baku, Azerbaijan
Firdovsi IbrahimovCentral Clinic Hospital, Baku, Azerbaijan
Zarbaliyeva NailaGanja City United Hospital, Ganja, Azerbaijan
Rashad AbasovER Medical, Khachmaz, Azerbaijan
Paul Dendale, Anre JassenJessa Hospital-Hartcentrum, Hasselt, Belgium
Johan De SutterAZ Maria Middelares Cardiologie, Gent, Belgium
Sofie CuypersHartcentrum OLV ziekenhuis, Aalst, Belgium
Dalton PrecomaSociedade Hospitalar Angelina Caron, Campina Grande do Sul, Brazil
Luiz RittEscola Bahiana de Medicina e Saúde Pública, Salvador, Brazil
Mario Claudio Soares SturzenekerWallace Thadeu de Mello e Silva Regional University Hospital, Brazil
Conrado Roberto Hoffmann FilhoStreet Blumenau, 294 Centro, Joinville SC, Brazil
Maria Teresa LiraHospital Clínico Fuerza Aérea de Chile, Santiago, Chile
Michal Varablik, Eva TumovaCentre of Preventive Cardiology, 3th Department of internal medicine, 1st Faculty of Medicine and General Teaching Hospital, Prague, Czech Republic
Jaromir OzanaDepartment of Exercise Medicine and Cardiovascular Rehabilitation, University Hospital Olomouc, Czech Republic
Ann BovinDanish Society of Cardiology, Copenhagen, Denmark
Margus ViigimaaNorth Estonia Medical Centre, Tallinn University of Technology, Tallin, Estonia
Konstantinos Tsioufis, Ageliki LainaCardiology Department, Hippokration General Hospital, Athens, Greece
Zacharoulis Achilles, Fotios ToulgaridisGeneral Hospital of Athens “Evangelismos”, Athens, Greece
Elias SanidasLAIKO General Hospital, Athens, Greece
Zeljko ReinerPolish Mother’s Memorial Hospital Research Institute, Lodz, Poland & University Hospital Center, Zagreb, Croatia
Marijana Gulin, Antonijo BejúiĆCounty Hospital Sibenik, Croatia
Darko DuplančićUniversity Hospital, Split, Croatia
Jozica ŠikićUniversity Hospital Sveti Duh, Croatia
Eszter SzabadosIst Department of Medicine, Division of Preventive Cardiology and Rehabilitation, University of Pécs, Medical School, Pécs, Hungary
Badai Bhatara TiksnadiHasan Sadikin General Hospital, Bandung, West Java, Indonesia
Bill McEvoyUniversity Hospital Galway, Galway, Ireland
Anne Reynolds, David MooreTallaght University, Hospital Cardiology clinic, Dublin, Ireland
Declan SpelmanSouth Tipperary General Hospital, Tipperary, Ireland
Raman Puri, Rashmi NandaCardiac Care Centre, New Delhi, India
Nagaraj DesaiNamana Medical Centre, Bengaluru, India
Prabhakar DorairajAshwin Clinic, Annanagar, India
S. S. Iyengar, Sumitra LakshmanaManipal Hospital, Bangalore, India
Ajay Kumar PandeyGalaxy Hospital, Mahmoorganj, India
Akshyaya PradhanKing George’s Medical University, Lucknow, India
Kunal MahajanHimachal Heart Institute, Chhanwari, India
Pompilio FaggianoOspedali Riuniti, Brescia, Italy
P. ZarconePoliclinico P. Giccone, Palermo, Italy
Maurizio G AbrignaniS Antonio Abate Hospital of Trapani, O.U. of Cardiology, Trapani, Italy
Makhanov DaniyarCentral Clinical Hospital, Almaty, Kazakhstan
Kairat DavletovAsfendiyarov Kazakh National Medical University, Almaty, Republic of Kazakhstan
Kuatbek Toleubekov, Olga VisternichanCardiorehabilitation Center “Tulpar”, Karaganda Medical University, Karaganda, Kazakhstan
Alibek MerekeCity Policlinic № 32, Al Farabi Kazakh National University, Almaty, Kazakhstan
Anar DushpanovaCity Policlinic № 32, Al Farabi Kazakh National University, Almaty, Kazakhstan; Scuola Superiore Sant’Anna, Pisa, Italy
Bekbolat Zholdin, Zhanat TimirbayevMedical Center of West Kazakhstan Marat Ospanov Medical University, Zhanakonys, Kazakhstan
Gulmira DerbissalinaAstana Medical University, University hospital, Astana, Kazakhstan
Daulet K. AldyngurovDepartment of Science and Human resource, Ministry of Healthcare, Kazakhstan
Ayan MyssayevCardiological Center of Pavlodar region, Department of Science and Human resourse, Ministry of Healthcare, Kazakhstan
Alma NurtazinaCardiological Center of Pavlodar region, Semey Medical University, Semey, Kazakhstan
Zhanna Romanova, Sundetgali KalmakhanovCity polyclinic № 5, Al Farabi Kazakh National University, Almaty, Kazakhstan
Iveta MintaleLatvian Center of Cardiology, Riga, Latvia
Omar MsalamLibyan Cardiac Society, Tripoli, Libya
Emhemed EhemmaliMisrata Heart & Cardiovascular Center, Misrata, Libya
Alami MohamedCabinet Cardiologie ALAMI, Casablanca, Morocco
Najat MouineCardiology Centre, Mohammed V Military Hospital, Rabat, Morocco
Tazi Mezalek AmaleHopital Universitaire Cheikh Zaid, Rabat, Morocco
Aida Soufiani, Zineb Agoumy, Houda Bachri, Imad MassriLigue Nationale de cardiologie, Rabat, Morocco
Irena MitevskaUniversity Cardiology Clinic, Skopje, North Macedonia
Saskia Haitjema, Mark de GrootUtrecht Patient Oriented Database (UPOD), Central Diagnostic Laboratory, Division of Laboratory, Pharmacy, and Biogenetics, University Medical Center Utrecht, Utrecht University, Utrecht
Ana AbreuHospital Universitário Santa Maria, IMPSP, ISAMB, Faculty of Medicine of University of Lisbon, Lisbon
Svetlana Mosterou, Dan GaitaInstitute for Cardiovascular Diseases, Timisoara, Romania
Nana PogosovaNational Medical Research Center of Cardiology, Preventive Cardiology Laboratory, Moscow, Russia
Marat V. EzhovFederal State Budget Institution, National Cardiology Research Centre of Ministry of Healthcare of Russian Federation, Moscow, Russia
Abdulhalim KinsaraMinistry of National Guard health affairs. King Saud bin Abdulaziz University for Health Sciences, COM-WR. King Abdullah International Research Center, Jeddah, Saudi Arabia
Ivana BurazorCardiology, Institute for rehabilitation; Cardiology, Institute for rehabilitation, and University of Belgrade – Faculty of Medicine, Institute for Cardiovascular Diseases ‘Dedinje’, Belgrade, Serbia
Vojislav GigaCardiology Clinic, Clinical Center of Serbia, Belgrade, Serbia
Hector BuenoHospital 12 de Octubre, Madrid, and Centro Nacional de Investigaciones Cardiovasculares, Madrid, Spain
Regina DalmauUniversity Hospital la Paz, Madrid, Spain
Ana García-BarriosHospital General Universitario Dr. Balmis, Alicante, Spain
Jose Antonio Alarcon Duque, Joana Reparaz MendinuetaHospital Universitario Donostia/OSI Donostialdea, Donostia, Spain
Meral KayikciogluEge University Medical School Cardiology Department, Ege University Tip Fak Kardivoloii AD Bornova Izmir, Turkey
Lale TokgozogluHacettepe University, Department of Cardiology, Ankara, Turkey
Emre AslangerBasaksehir Pine and Sakura City Hospital, Istanbul, Turkey
Ayca Turer CabbarYeditepe Univerisity Hospital, Istanbul, Turkey
Samuel Kim, Caleb Self, Dolores Reynolds, Sabrina Rose, Pretti SinghWeil Cornell Medicine, New York, United States
DOI: https://doi.org/10.5334/gh.1340 | Journal eISSN: 2211-8179
Language: English
Submitted on: Apr 18, 2024
Accepted on: Jun 25, 2024
Published on: Jul 16, 2024
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2024 Anna Marzà-Florensa, Ilonca Vaartjes, Ian Graham, Kerstin Klipstein-Grobusch, Diederick. E Grobbee, Marina Joseph, Yanina Castillo Costa, Nicolás Esteybar Enrique, Rahima Gabulova, Mahluga Isaveva, Farid Alivev, Uzeyir Rahimov, Galib Imanov, Firdovsi Ibrahimov, Zarbaliyeva Naila, Rashad Abasov, Anre Jassen, Johan De Sutter, Sofie Cuypers, Dalton Precoma, Luiz Ritt, Mario Claudio Soares Sturzeneker, Conrado Roberto Hoffmann Filho, Maria Teresa Lira, Eva Tumova, Jaromir Ozana, Ann Bovin, Margus Viigimaa, Konstantinos Tsioufis, Ageliki Laina, Zacharoulis Achilles, Fotios Toulgaridis, Elias Sanidas, Zeljko Reiner, Marijana Gulin, Antonijo Bejúić, Darko Duplančić, Eszter Szabados, Badai Bhatara Tiksnadi, Bill McEvoy, Anne Reynolds, David Moore, Declan Spelman, Raman Puri, Nagaraj Desai, Prabhakar Dorairaj, S. S. Iyengar, Sumitra Lakshmana, Ajay Kumar Pandey, Akshyaya Pradhan, Kunal Mahajan, Pompilio Faggiano, P. Zarcone, Maurizio G. Abrignani, Makhanov Daniyar, Kairat Davletov, Anar Dushpanova, Iveta Mintale, Omar Msalam, Alami Mohamed, Najat Mouine, Tazi Mezalek Amale, Aida Soufiani, Irena Mitevska, Saskia Haitjema, Mark de Groot, Ana Abreu, Nana Pogosova, Marat V. Ezhov, Abdulhalim Kinsara, Ivana Burazor, Vojislav Giga, Hector Bueno, Regina Dalmau, Ana García-Barrios, Jose Antonio Alarcon Duque, Meral Kayikcioglu, Lale Tokgozoglu, Emre Aslanger, Samuel Kim, Caleb Self, Dolores Reynolds, Sabrina Rose, published by Ubiquity Press
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