Pathobiological Determinants of Atherosclerosis in Youth (PDAY) Risk Score in Young Adults Predicts Coronary Artery and Abdominal Aorta Calcium in Middle Age

Circulation

Volumn 133, Issue 2, 2016, Pages 139-146

  Gidding, Samuel S ^a   Rana, Jamal S ^b,c   Prendergast, Christopher ^d   McGill, Henry ^e   Carr, J Jeffery ^f   Liu, Kiang ^g   Colangelo, Laura A ^g   Loria, Catherine M ^h   Lima, Joao ⁱ   Terry, James G ^f   Reis, Jared P ^h   McMahan, C Alex ^e  

^a NEMOURS ALFRED I DUPONT HOSPITAL FOR CHILDREN   (United States)

^b KAISER PERMANENTE   (United States)

^c UNIVERSITY OF CALIFORNIA   (United States)

^d VANDERBILT UNIVERSITY   (United States)

^e UNIVERSITY OF TEXAS HEALTH SCIENCE CENTER AT SAN ANTONIO   (United States)

^f VANDERBILT UNIVERSITY MEDICAL CENTER   (United States)

^g NORTHWESTERN UNIVERSITY   (United States)

^h NATIONAL HEART LUNG AND BLOOD INSTITUTE   (United States)

ⁱ JOHNS HOPKINS UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

atherosclerosis; coronary artery calcium; prevention control; risk

Indexed keywords

ABDOMINAL AORTA; ADOLESCENT; ADULT; AORTIC DISEASES; ATHEROSCLEROSIS; CALCINOSIS; CORONARY DISEASE; FOLLOW UP; HUMAN; MIDDLE AGED; ODDS RATIO; ONSET AGE; PROGNOSIS; RISK; RISK ASSESSMENT; RISK FACTOR; SEVERITY OF ILLNESS INDEX; UNITED STATES; YOUNG ADULT;

ADOLESCENT; ADULT; AGE OF ONSET; AORTA, ABDOMINAL; AORTIC DISEASES; ATHEROSCLEROSIS; CALCINOSIS; CORONARY DISEASE; FOLLOW-UP STUDIES; HUMANS; MIDDLE AGED; ODDS RATIO; PROGNOSIS; RISK; RISK ASSESSMENT; RISK FACTORS; SEVERITY OF ILLNESS INDEX; UNITED STATES; YOUNG ADULT;

EID: 84956640492     PISSN: 00097322     EISSN: 15244539     Source Type: Journal    
DOI: 10.1161/CIRCULATIONAHA.115.018042     Document Type: Article

References (32)

1. McMahan CA, GidDing SS, Fayad ZA, Zieske AW, Malcom GT, Tracy RE, Strong JP, McGill HC Jr. Risk scores predict atherosclerotic lesions in young people. Arch Intern Med. 2005;165:883-890. doi: 10.1001/archinte.165.8.883.
2. McMahan CA, GidDing SS, Malcom GT, Tracy RE, Strong JP, McGill HC Jr; Pathobiological Determinants of Atherosclerosis in Youth Research Group. Pathobiological determinants of atherosclerosis in youth risk scores are associated with early and advanced atherosclerosis. Pediatrics. 2006;118:1447-1455. doi: 10.1542/peds.2006-0970.
3. GidDing SS, McMahan CA, McGill HC, Colangelo LA, Schreiner PJ, Williams OD, Liu K. Prediction of coronary artery calcium in young adults using the Pathobiological Determinants of Atherosclerosis in Youth (PDAY) risk score: the CARDIA study. Arch Intern Med. 2006;166:2341-2347. doi: 10.1001/archinte.166.21.2341.
4. McMahan CA, GidDing SS, Viikari JS, Juonala M, Kähönen M, Hutri-Kähönen N, Jokinen E, Taittonen L, Pietikäinen M, McGill HC Jr, Raitakari OT. Association of Pathobiologic Determinants of Atherosclerosis in Youth risk score and 15-year change in risk score with carotid artery intima-media thickness in young adults (from the Cardiovascular Risk in Young Finns Study). Am J Cardiol. 2007;100:1124-1129. doi: 10.1016/j.amjcard.2007.05.035.
5. Mahoney LT, Burns TL, Stanford W, Thompson BH, Witt JD, Rost CA, Lauer RM. Coronary risk factors measured in childhood and young adult life are associated with coronary artery calcification in young adults: the Muscatine Study. J Am Coll Cardiol. 1996;27:277-284.
6. Raitakari OT, Juonala M, Kähönen M, Taittonen L, Laitinen T, Mäki-Torkko N, Järvisalo MJ, Uhari M, Jokinen E, Rönnemaa T, Akerblom HK, Viikari JS. Cardiovascular risk factors in childhood and carotid artery intima-media thickness in adulthood: the Cardiovascular Risk in Young Finns Study. JAMA. 2003;290:2277-2283. doi: 10.1001/jama.290.17.2277.
7. Li S, Chen W, Srinivasan SR, Bond MG, Tang R, Urbina EM, Berenson GS. Childhood cardiovascular risk factors and carotid vascular changes in adulthood: the Bogalusa Heart Study. JAMA. 2003;290:2271-2276. doi: 10.1001/jama.290.17.2271.
8. Loria CM, Liu K, Lewis CE, Hulley SB, Sidney S, Schreiner PJ, Williams OD, Bild DE, Detrano R. Early adult risk factor levels and subsequent coronary artery calcification: the CARDIA Study. J Am Coll Cardiol. 2007;49:2013-2020. doi: 10.1016/j.jacc.2007.03.009.
9. GidDing SS, Liu K, Colangelo LA, Cook NL, Goff DC, Glasser SP, Gardin JM, Lima JA. Longitudinal determinants of left ventricular mass and geometry: the Coronary Artery Risk Development in Young Adults (CARDIA) Study. Circ Cardiovasc Imaging. 2013;6:769-775. doi: 10.1161/CIRCIMAGING.112.000450.
10. Carr JJ, Nelson JC, Wong ND, McNitt-Gray M, Arad Y, Jacobs DR Jr, Sidney S, Bild DE, Williams OD, Detrano RC. Calcified coronary artery plaque measurement with cardiac CT in population-based studies: standardized protocol of Multi-Ethnic Study of Atherosclerosis (MESA) and Coronary Artery Risk Development in Young Adults (CARDIA) study. Radiology. 2005;234:35-43. doi: 10.1148/radiol.2341040439.
11. Agatston AS, Janowitz WR, Hildner FJ, Zusmer NR, Viamonte M Jr, Detrano R. Quantification of coronary artery calcium using ultrafast computed tomography. J Am Coll Cardiol. 1990;15:827-832.
12. Carr JJ, Crouse JR 3rd, Goff DC Jr, D'Agostino RB Jr, Peterson NP, Burke GL. Evaluation of subsecond gated helical CT for quantification of coronary artery calcium and comparison with electron beam CT. AJR Am J Roentgenol. 2000;174:915-921. doi: 10.2214/ajr.174.4.1740915.
13. Detrano RC, Anderson M, Nelson J, Wong ND, Carr JJ, McNitt-Gray M, Bild DE. Coronary calcium measurements: effect of CT scanner type and calcium measure on rescan reproducibility-MESA study. Radiology. 2005;236:477-484. doi: 10.1148/radiol.2362040513.
14. Budoff MJ, McClelland RL, Chung H, Wong ND, Carr JJ, McNitt-Gray M, Blumenthal RS, Detrano RC. Reproducibility of coronary artery calcified plaque with cardiac 64-MDCT: the Multi-Ethnic Study of Atherosclerosis. AJR Am J Roentgenol. 2009;192:613-617. doi: 10.2214/AJR.08.1242.
15. Reis JP, Launer LJ, Terry JG, Loria CM, Zeki Al Hazzouri A, Sidney S, Yaffe K, Jacobs DR Jr, Whitlow CT, Zhu N, Carr JJ. Subclinical atherosclerotic calcification and cognitive functioning in middle-aged adults: the CARDIA study. Atherosclerosis. 2013;231:72-77. doi: 10.1016/j.atherosclerosis.2013.08.038.
16. VanWagner LB, Ning H, Lewis CE, Shay CM, Wilkins J, Carr JJ, Terry JG, Lloyd-Jones DM, Jacobs DR Jr, Carnethon MR. Associations between nonalcoholic fatty liver disease and subclinical atherosclerosis in middle-aged adults: the Coronary Artery Risk Development in Young Adults Study. Atherosclerosis. 2014;235:599-605. doi: 10.1016/j.atherosclerosis.2014.05.962.
17. Steffen LM, Van Horn L, Daviglus ML, Zhou X, Reis JP, Loria CM, Jacobs DR, Duffey KJ. A modified Mediterranean diet score is associated with a lower risk of incident metabolic syndrome over 25 years among young adults: the CARDIA (Coronary Artery Risk Development in Young Adults) study. Br J Nutr. 2014;112:1654-1661. doi: 10.1017/S0007114514002633.
18. DeLong DR, Delong EM, Clarke-Pearson DL. Comparing the areas under 2 or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics. 1988;44:837-845.
19. Juonala M, Magnussen CG, Berenson GS, Venn A, Burns TL, Sabin MA, Srinivasan SR, Daniels SR, Davis PH, Chen W, Sun C, Cheung M, Viikari JS, Dwyer T, Raitakari OT. Childhood adiposity, adult adiposity, and cardiovascular risk factors. N Engl J Med. 2011;365:1876-1885. doi: 10.1056/NEJMoa1010112.
20. Hartiala O, Magnussen CG, Kajander S, Knuuti J, Ukkonen H, Saraste A, Rinta-Kiikka I, Kainulainen S, Kähönen M, Hutri-Kähönen N, Laitinen T, Lehtimäki T, Viikari JS, Hartiala J, Juonala M, Raitakari OT. Adolescence risk factors are predictive of coronary artery calcification at middle age: the cardiovascular risk in young Finns study. J Am Coll Cardiol. 2012;60:1364-1370. doi: 10.1016/j.jacc.2012.05.045.
21. Gepner AD, Young R, Delaney JA, Tattersall MC, Blaha MJ, Post WS, Gottesman RF, Kronmal R, Budoff MJ, Burke GL, Folsom AR, Liu K, Kaufman J, Stein JH. Comparison of coronary artery calcium presence, carotid plaque presence, and carotid intima-media thickness for cardiovascular disease prediction in the Multi-Ethnic Study of Atherosclerosis. Circ Cardiovas Imaging. 2015;8: e002262. doi: 10.1161/CIRCIMAGING.114.002262.
22. Yeboah J, McClelland RL, Polonsky TS, Burke GL, Sibley CT, O'Leary D, Carr JJ, Goff DC, Greenland P, Herrington DM. Comparison of novel risk markers for improvement in cardiovascular risk assessment in intermediate-risk individuals. JAMA. 2012;308:788-795. doi: 10.1001/jama.2012.9624.
23. Allen NB, Siddique J, Wilkins JT, Shay C, Lewis CE, Goff DC, Jacobs DR Jr, Liu K, Lloyd-Jones D. Blood pressure trajectories in early adulthood and subclinical atherosclerosis in middle age. JAMA. 2014;311:490-497. doi: 10.1001/jama.2013.285122.
24. Reis JP, Allen N, Gibbs BB, GidDing SS, Lee JM, Lewis CE, Lima J, Lloyd-Jones D, Loria CM, Powell-Wiley TM, Sharma S, Wei G, Liu K. Association of the degree of adiposity and duration of obesity with measures of cardiac structure and function: the CARDIA study. Obesity (Silver Spring). 2014;22:2434-2440. doi: 10.1002/oby.20865.
25. Kishi S, Armstrong AC, GidDing SS, Colangelo LA, Venkatesh BA, Jacobs DR Jr, Carr JJ, Terry JG, Liu K, Goff DC Jr, Lima JA. Association of obesity in early adulthood and middle age with incipient left ventricular dysfunction and structural remodeling: the CARDIA study (Coronary Artery Risk Development in Young Adults). JACC Heart Fail. 2014;2:500-508. doi: 10.1016/j.jchf.2014.03.001.
26. Norman PE, Curci JA. UnderstanDing the effects of tobacco smoke on the pathogenesis of aortic aneurysm. Arterioscler Thromb Vasc Biol. 2013;33:1473-1477. doi: 10.1161/ATVBAHA.112.300158.
27. McMahan CA, GidDing SS, Malcom GT, Schreiner PJ, Strong JP, Tracy RE, Williams OD, McGill HC; Pathobiological Determinants of Atherosclerosis in Youth (PDAY) Research Group. Comparison of coronary heart disease risk factors in autopsied young adults from the PDAY Study with living young adults from the CARDIA study. Cardiovasc Pathol. 2007;16:151-158. doi: 10.1016/j.carpath.2006.12.003.
28. Robinson JG, GidDing SS. Curing atherosclerosis should be the next major cardiovascular prevention goal. J Am Coll Cardiol. 2014;63(25 pt A):2779-2785. doi: 10.1016/j.jacc.2014.04.009.
29. McGill HC Jr, McMahan CA, GidDing SS. Preventing heart disease in the 21st century: implications of the Pathobiological Determinants of Atherosclerosis in Youth (PDAY) study. Circulation. 2008;117:1216-1227. doi: 10.1161/CIRCULATIONAHA.107.717033.
30. Mihaylova B, Emberson J, Blackwell L, Keech A, Simes J, Barnes EH, Voysey M, Gray A, Collins R, Baigent C. The effects of lowering LDL cholesterol with statin therapy in people at low risk of vascular disease: Meta-analysis of individual data from 27 randomised trials. Lancet. 2012;380:581-590.
31. Williams KJ, Feig JE, Fisher EA. Rapid regression of atherosclerosis: insights from the clinical and experimental literature. Nat Clin Pract Cardiovasc Med. 2008;5:91-102. doi: 10.1038/ncpcardio1086.
32. Chomistek AK, Chiuve SE, Eliassen AH, Mukamal KJ, Willett WC, Rimm EB. Healthy lifestyle in the primordial prevention of cardiovascular disease among young women. J Am Coll Cardiol. 2015;65:43-51. doi: 10.1016/j.jacc.2014.10.024.