Cardiovascular risk factors associated with acute myocardial infarction and stroke in the MADIABETES cohort

被引:14
作者
Salinero-Fort, M. A. [1 ,2 ,3 ,4 ]
San Andres-Rebollo, F. J. [1 ,5 ]
Cardenas-Valladolid, J. [1 ,6 ,7 ]
Mendez-Bailon, M. [8 ]
Chico-Moraleja, R. M. [9 ]
Carrillo de Santa Pau, E. [10 ]
Jimenez-Trujillo, I. [11 ]
Gomez-Campelo, I. [2 ]
de Burgos Lunar, C. [12 ]
de Miguel-Yanes, J. M. [13 ]
机构
[1] Fdn Invest & Innovac Biosanitaria Atenc Primaria, Madrid, Spain
[2] Hosp Univ La Paz IdIPAZ, Inst Invest Sanitaria, Madrid, Spain
[3] Red Invest Serv Salud Enfermedades Cron REDISSEC, Madrid, Spain
[4] Consejeria Sanidad, Subdirecc Gen Invest Sanitaria & Documentac, Madrid, Spain
[5] Ctr Salud Calesas, Gerencia Asistencial Atenc Primaria, Calle Calesas 12, Madrid 28026, Spain
[6] Gerencia Asistencial Atenc Primaria Madrid, Sistemas Informac, Madrid, Spain
[7] Univ Alfonso x El Sabio, Madrid, Spain
[8] Univ Complutense Madrid UCM, Hosp Univ Clin San Carlos, Inst Invest Sanitaria Hosp Clin San Carlos IdISSC, Dept Med Interna,Fac Med, Madrid, Spain
[9] Hosp Cent Def, Madrid, Spain
[10] IMDEA Food Inst, Precis Nutr & Canc Program, Computat Biol Grp, Madrid, Spain
[11] Univ Rey Juan Carlos, Fac Ciencias Salud, Unidad Docente & Invest Med Prevent & Salud Publ, Madrid, Spain
[12] Hosp Clin San Carlos, Inst Invest Sanitaria Hosp Clin San Carlos IdISSC, Dept Med Prevent, Madrid, Spain
[13] Univ Complutense Madrid UCM, Inst Invest Sanitaria Gregorio Maranon IiSGM, Hosp Gen Univ Gregorio Maranon, Dept Med Interna,Fac Med, Madrid, Spain
关键词
CORONARY-HEART-DISEASE; TYPE-2; DIABETES-MELLITUS; DIASTOLIC BLOOD-PRESSURE; PERIPHERAL NEUROPATHY; AMERICAN-COLLEGE; INDIVIDUAL DATA; PULSE PRESSURE; FOLLOW-UP; CHOLESTEROL; FRAMINGHAM;
D O I
10.1038/s41598-021-94121-8
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
We aimed to develop two models to estimate first AMI and stroke/TIA, respectively, in type 2 diabetes mellitus patients, by applying backward elimination to the following variables: age, sex, duration of diabetes, smoking, BMI, and use of antihyperglycemic drugs, statins, and aspirin. As time-varying covariates, we analyzed blood pressure, albuminuria, lipid profile, HbA1c, retinopathy, neuropathy, and atrial fibrillation (only in stroke/TIA model). Both models were stratified by antihypertensive drugs. We evaluated 2980 patients (52.8% women; 67.3 +/- 11.2 years) with 24,159 person-years of follow-up. We recorded 114 cases of AMI and 185 cases of stroke/TIA. The factors that were independently associated with first AMI were age (>= 75 years vs.<75 years) (p=0.019), higher HbA1c (>64 mmol/mol vs.<53 mmol/mol) (p=0.003), HDL-cholesterol (0.90-1.81 mmol/L vs.<0.90 mmol/L) (p=0.002), and diastolic blood pressure (65-85 mmHg vs.<65 mmHg) (p<0.001). The factors that were independently associated with first stroke/TIA were age (>= 75 years vs.<60 years) (p<0.001), atrial fibrillation (first year after the diagnosis vs. more than one year) (p=0.001), glomerular filtration rate (per each 15 mL/min/1.73 m(2) decrease) (p<0.001), total cholesterol (3.88-6.46 mmol/L vs.<3.88 mmol/L) (p<0.001), triglycerides (per each increment of 1.13 mmol/L) (p=0.031), albuminuria (p<0.001), neuropathy (p=0.01), and retinopathy (p=0.023).
引用
收藏
页数:12
相关论文
共 63 条
[1]   PRACTICAL PROBLEMS IN FITTING A PROPORTIONAL HAZARDS MODEL TO DATA WITH UPDATED MEASUREMENTS OF THE COVARIATES [J].
ALTMAN, DG ;
DESTAVOLA, BL .
STATISTICS IN MEDICINE, 1994, 13 (04) :301-341
[2]   Calculating individualized glycaemic targets using an algorithm based on expert worldwide diabetologists: Implications in real-life clinical practice [J].
Alvarez-Guisasola, Fernando ;
Cebrian-Cuenca, Ana M. ;
Cos, Xavier ;
Ruiz-Quintero, Manuel ;
Millaruelo, Jose M. ;
Cahn, Avivit ;
Raz, Itamar ;
Orozco-Beltran, Domingo .
DIABETES-METABOLISM RESEARCH AND REVIEWS, 2018, 34 (03)
[3]   6. Glycemic Targets: Standards of Medical Care in Diabetes-2021 [J].
不详 .
DIABETES CARE, 2021, 44 :S73-S84
[4]   CARDIOVASCULAR-DISEASE RISK PROFILES [J].
ANDERSON, KM ;
ODELL, PM ;
WILSON, PWF ;
KANNEL, WB .
AMERICAN HEART JOURNAL, 1991, 121 (01) :293-298
[5]   Diabetic Peripheral Neuropathy as a Predictor of Asymptomatic Myocardial Ischemia in Type 2 Diabetes Mellitus: A Cross-Sectional Study [J].
Baltzis, Dimitrios ;
Roustit, Matthieu ;
Grammatikopoulou, Maria G. ;
Katsaboukas, Dimitrios ;
Athanasiou, Vassileios ;
Iakovou, Ioannis ;
Veves, Aristidis ;
Manes, Christos ;
Trakatelli, Maria-Christina .
ADVANCES IN THERAPY, 2016, 33 (10) :1840-1847
[6]   The impact of a programme to improve quality of care for people with type 2 diabetes on hard to reach groups: The GEDAPS study [J].
Bodicoat, Danielle H. ;
Mundet, Xavier ;
Davies, Melanie J. ;
Khunti, Kamlesh ;
Roura, Pilar ;
Franch, Josep ;
Mata-Cases, Manel ;
Cos, Xavier ;
Cano, J. Franciso .
PRIMARY CARE DIABETES, 2015, 9 (03) :211-218
[7]   HOMA-estimated insulin resistance is an independent predictor of cardiovascular disease in type 2 diabetic subjects - Prospective data from the Verona Diabetes Complicated Study [J].
Bonora, E ;
Formentini, G ;
Calcaterra, F ;
Lombardi, S ;
Marini, F ;
Zenari, L ;
Saggiani, F ;
Poli, M ;
Perbellini, S ;
Raffaelli, A ;
Cacciatori, V ;
Santi, L ;
Targher, G ;
Bonadonna, R ;
Muggeo, M .
DIABETES CARE, 2002, 25 (07) :1135-1141
[8]   Peripheral neuropathy and the risk of cardiovascular events in type 2 diabetes mellitus [J].
Brownrigg, Jack R. W. ;
de Lusignan, Simon ;
McGovern, Andrew ;
Hughes, Cian ;
Thompson, Matthew M. ;
Ray, Kausik K. ;
Hinchliffe, Robert J. .
HEART, 2014, 100 (23) :1837-+
[9]   2019 ESC Guidelines on diabetes, pre-diabetes, and cardiovascular diseases developed in collaboration with the EASD [J].
Cosentino, Francesco ;
Grant, Peter J. ;
Aboyans, Victor ;
Bailey, Clifford J. ;
Ceriello, Antonio ;
Delgado, Victoria ;
Federici, Massimo ;
Filippatos, Gerasimos ;
Grobbee, Diederick E. ;
Hansen, Tina Birgitte ;
Huikuri, Heikki, V ;
Johansson, Isabelle ;
Juni, Peter ;
Lettino, Maddalena ;
Marx, Nikolaus ;
Mellbin, Linda G. ;
Ostgren, Carl J. ;
Rocca, Bianca ;
Roffi, Marco ;
Sattar, Naveed ;
Seferovic, Petar M. ;
Sousa-Uva, Miguel ;
Valensi, Paul ;
Wheeler, David C. ;
Piepoli, Massimo Francesco ;
Birkeland, Kare, I ;
Adamopoulos, Stamatis ;
Ajjan, Ramzi ;
Avogaro, Angelo ;
Baigent, Colin ;
Brodmann, Marianne ;
Bueno, Hector ;
Ceconi, Claudio ;
Chioncel, Ovidiu ;
Coats, Andrew ;
Collet, Jean-Philippe ;
Collins, Peter ;
Cosyns, Bernard ;
Di Mario, Carlo ;
Fisher, Miles ;
Fitzsimons, Donna ;
Halvorsen, Sigrun ;
Hansen, Dominique ;
Hoes, Arno ;
Holt, Richard I. G. ;
Home, Philip ;
Katus, Hugo A. ;
Khunti, Kamlesh ;
Komajda, Michel ;
Lambrinou, Ekaterini .
EUROPEAN HEART JOURNAL, 2020, 41 (02) :255-323
[10]   Effects of Intensive Blood-Pressure Control in Type 2 Diabetes Mellitus [J].
Cushman, William C. ;
Evans, Gregory W. ;
Byington, Robert P. ;
Goff, David C., Jr. ;
Grimm, Richard H., Jr. ;
Cutler, Jeffrey A. ;
Simons-Morton, Denise G. ;
Basile, Jan N. ;
Corson, Marshall A. ;
Probstfield, Jeffrey L. ;
Katz, Lois ;
Peterson, Kevin A. ;
Friedewald, William T. ;
Buse, John B. ;
Bigger, J. Thomas ;
Gerstein, Hertzel C. ;
Ismail-Beigi, Faramarz .
NEW ENGLAND JOURNAL OF MEDICINE, 2010, 362 (17) :1575-1585