Derivation of a Coronary Age Calculator Using Traditional Risk Factors and Coronary Artery Calcium: The Multi-Ethnic Study of Atherosclerosis

被引:13
|
作者
Blaha, Michael J. [1 ]
Naazie, Isaac N. [1 ]
Cainzos-Achirica, Miguel [1 ]
Dardari, Zeina A. [1 ]
DeFilippis, Andrew P. [2 ]
McClelland, Robyn L. [3 ]
Mirbolouk, Mohammadhassan [4 ]
Orimoloye, Olusola A. [5 ]
Dzaye, Omar [1 ]
Nasir, Khurram [4 ,6 ,7 ]
Page, John H. [8 ]
机构
[1] Johns Hopkins Ciccarone Ctr Prevent Cardiovasc Di, Baltimore, MD USA
[2] Univ Louisville, Louisville, KY 40292 USA
[3] Univ Washington, Dept Biostat, Seattle, WA 98195 USA
[4] Yale New Haven Hosp, Dept Med, 20 York St, New Haven, CT 06504 USA
[5] Vanderbilt Univ, Med Ctr, Dept Med, Nashville, TN USA
[6] Houston Methodist DeBakey Heart & Vasc Ctr, Div Cardiovasc Prevent & Wellness, Houston, TX USA
[7] Ctr Outcomes Res COR Houston Methodist, Houston, TX USA
[8] Amgen Inc, Ctr Observat Res, Thousand Oaks, CA 91320 USA
来源
JOURNAL OF THE AMERICAN HEART ASSOCIATION | 2021年 / 10卷 / 06期
关键词
atherosclerosis; cardiovascular disease; coronary age; coronary artery calcium; risk communication; risk prediction; CARDIOVASCULAR-DISEASE RISK; HEART-DISEASE; PERCEPTIONS; POPULATION; PREDICTION; 10-YEAR; HEALTH; MESA; TOOL;
D O I
10.1161/JAHA.120.019351
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background The optimal method for communicating coronary heart disease (CHD) risk to individual patients is not yet clear. Recent research supports the concept of "coronary age" for more effective risk communication. We defined an individual's coronary age as the age at which an average healthy individual would have an equivalent estimated CHD risk as that calculated for the index individual, building on our previously validated MESA (Multi-Ethnic Study of Atherosclerosis) 10-year CHD Risk Score equations with and without coronary artery calcium (CAC). Methods and Results We derived a coronary age by (1) calculating the MESA 10-year CHD risk; (2) mathematically setting this equal to an equation describing risk of an average healthy MESA participant, as a function of age; and (3) solving for age. The risk discrimination of the resultant coronary age was compared with that of chronological age, the MESA CHD Risk Score, and CAC alone. Approximately 95% of coronary age values ranged from 30 years less to 30 years higher than chronological age. Although the mean chronological age of individuals experiencing CHD events compared with those free of events was 67.4 versus 61.8 years, the difference in coronary age including CAC was larger (80.6 versus 62.8 years). Coronary age with CAC had identical predictive ability to that of MESA CHD Risk Score and outperformed chronological age and CAC alone. Conclusions The newly derived coronary age is a convenient transformation of MESA CHD Risk, retaining very good risk discrimination. This easy-to-communicate tool will be available for patients and clinicians, potentially facilitating risk communication in routine care.
引用
收藏
页数:18
相关论文
共 50 条
  • [1] Coronary Artery Calcium and Risk of Dementia in MESA (Multi-Ethnic Study of Atherosclerosis)
    Fujiyoshi, Akira
    Jacobs, David R., Jr.
    Fitzpatrick, Annette L.
    Alonso, Alvaro
    Duprez, Daniel A.
    Sharrett, A. Richey
    Seeman, Teresa
    Blaha, Michael J.
    Luchsinger, Jose A.
    Rapp, Stephen R.
    CIRCULATION-CARDIOVASCULAR IMAGING, 2017, 10 (05)
  • [2] Coronary Artery Calcium Progression and Atrial Fibrillation The Multi-Ethnic Study of Atherosclerosis
    O'Neal, Wesley T.
    Efird, Jimmy T.
    Qureshi, Waqas T.
    Yeboah, Joseph
    Alonso, Alvaro
    Heckbert, Susan R.
    Nazarian, Saman
    Soliman, Elsayed Z.
    CIRCULATION-CARDIOVASCULAR IMAGING, 2015, 8 (12)
  • [3] Coronary Artery Calcium and Risk of Atrial Fibrillation (from the Multi-Ethnic Study of Atherosclerosis)
    O'Neal, Wesley T.
    Efird, Jimmy T.
    Dawood, Farah Z.
    Yeboah, Joseph
    Alonso, Alvaro
    Heckbert, Susan R.
    Soliman, Elsayed Z.
    AMERICAN JOURNAL OF CARDIOLOGY, 2014, 114 (11) : 1707 - 1712
  • [4] Impact of coronary artery calcium on coronary heart disease events in individuals at the extremes of traditional risk factor burden: the Multi-Ethnic Study of Atherosclerosis
    Silverman, Michael G.
    Blaha, Michael J.
    Krumholz, Harlan M.
    Budoff, Matthew J.
    Blankstein, Ron
    Sibley, Christopher T.
    Agatston, Arthur
    Blumenthal, Roger S.
    Nasir, Khurram
    EUROPEAN HEART JOURNAL, 2014, 35 (33) : 2232 - 2241
  • [5] Risk Factors for Long-Term Coronary Artery Calcium Progression in the Multi-Ethnic Study of Atherosclerosis
    Gassett, Amanda J.
    Sheppard, Lianne
    McClelland, Robyn L.
    Olives, Casey
    Kronmal, Richard
    Blaha, Michael J.
    Budoff, Matthew
    Kaufman, Joel D.
    Journal of the American Heart Association, 2015, 4 (08): : e001726
  • [6] Spatially Weighted Coronary Artery Calcium Score and Coronary Heart Disease Events in the Multi-Ethnic Study of Atherosclerosis
    Shea, Steven
    Navas-Acien, Ana
    Shimbo, Daichi
    Brown, Elizabeth R.
    Budoff, Matthew
    Bancks, Michael P.
    Barr, R. Graham
    Kronmal, Richard
    CIRCULATION-CARDIOVASCULAR IMAGING, 2021, 14 (01) : E011981
  • [7] Age-related macular degeneration and progression of coronary artery calcium: The Multi-Ethnic Study of Atherosclerosis
    Fernandez, Antonio B.
    Ballard, Kevin D.
    Wong, Tien Y.
    Guo, Mengye
    McClelland, Robyn L.
    Burke, Gregory
    Cotch, Mary Frances
    Klein, Barbara
    Allison, Matthew
    Klein, Ronald
    PLOS ONE, 2018, 13 (07):
  • [8] Relationship of change in traditional cardiometabolic risk factors to change in coronary artery calcification among individuals with detectable subclinical atherosclerosis: The multi-ethnic study of atherosclerosis
    Arguelles, William
    Llabre, Maria M.
    Penedo, Frank J.
    Daviglus, Martha L.
    Sacco, Ralph L.
    Liu, Kiang
    Szklo, Moyses
    Polak, Joseph F.
    Eng, John
    Burke, Gregory L.
    Schneiderman, Neil
    INTERNATIONAL JOURNAL OF CARDIOLOGY, 2014, 174 (01) : 51 - 56
  • [9] Progression of Coronary Artery Calcium and Incident Heart Failure: The Multi-Ethnic Study of Atherosclerosis
    Bakhshi, Hooman
    Ambale-Venkatesh, Bharath
    Yang, Xiaoying
    Ostovaneh, Mohammad R.
    Wu, Colin O.
    Budoff, Matthew
    Bahrami, Hossein
    Wong, Nathan D.
    Bluemke, David A.
    Lima, Joao A. C.
    JOURNAL OF THE AMERICAN HEART ASSOCIATION, 2017, 6 (04):
  • [10] Relation of Progression of Coronary Artery Calcium to Dementia (from the Multi-Ethnic Study of Atherosclerosis)
    Huang, Gary S.
    Hansen, Spencer L.
    McClelland, Robyn L.
    Fitzpatrick, Annette L.
    Longstreth, W. T., Jr.
    Budoff, Matthew
    Wong, Nathan D.
    Fujiyoshi, Akira
    Kwon, Younghoon
    Hughes, Timothy M.
    Heckbert, Susan R.
    AMERICAN JOURNAL OF CARDIOLOGY, 2022, 171 : 69 - 74