Background-Coronary artery calcium (CAC) detected by noncontrast cardiac computed tomography scanning is a measure of coronary atherosclerosis burden. Increasing CAC levels have been strongly associated with increased coronary events. Prior studies of cardiovascular disease risk factors and CAC progression have been limited by short follow-up or restricted to patients with advanced disease. Methods and Results-We examined cardiovascular disease risk factors and CAC progression in a prospective multiethnic cohort study. CAC was measured 1 to 4 times (mean 2.5 scans) over 10 years in 6810 adults without preexisting cardiovascular disease. Mean CAC progression was 23.9 Agatston units/year. An innovative application of mixed-effects models investigated associations between cardiovascular disease risk factors and CAC progression. This approach adjusted for time-varying factors, was flexible with respect to follow-up time and number of observations per participant, and allowed simultaneous control of factors associated with both baseline CAC and CAC progression. Models included age, sex, study site, scanner type, and race/ethnicity. Associations were observed between CAC progression and age (14.2 Agatston units/year per 10 years [95% CI 13.0 to 15.5]), male sex (17.8 Agatston units/year [95% CI 15.3 to 20.3]), hypertension (13.8 Agatston units/year [95% CI 11.2 to 16.5]), diabetes (31.3 Agatston units/year [95% CI 27.4 to 35.3]), and other factors. Conclusions-CAC progression analyzed over 10 years of follow-up, with a novel analytical approach, demonstrated strong relationships with risk factors for incident cardiovascular events. Longitudinal CAC progression analyzed in this framework can be used to evaluate novel cardiovascular risk factors.
机构:
Univ Minnesota, Sch Publ Hlth, Div Epidemiol & Community Hlth, Minneapolis, MN USAWake Forest Sch Med, Dept Internal Med, Winston Salem, NC 27157 USA
Alonso, Alvaro
Heckbert, Susan R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Cardiovasc Hlth Res Unit, Seattle, WA 98195 USA
Univ Washington, Dept Epidemiol, Seattle, WA 98195 USAWake Forest Sch Med, Dept Internal Med, Winston Salem, NC 27157 USA
机构:
Shiga Univ Med Sci, Dept Publ Hlth, Setatsukinowacho, Otsu, Shiga 5202192, Japan
Univ Minnesota, Sch Publ Hlth, Div Epidemiol & Community Hlth, Minneapolis, MN USAShiga Univ Med Sci, Dept Publ Hlth, Setatsukinowacho, Otsu, Shiga 5202192, Japan
Fujiyoshi, Akira
Jacobs, David R., Jr.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Minnesota, Sch Publ Hlth, Div Epidemiol & Community Hlth, Minneapolis, MN USAShiga Univ Med Sci, Dept Publ Hlth, Setatsukinowacho, Otsu, Shiga 5202192, Japan
Jacobs, David R., Jr.
Fitzpatrick, Annette L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Dept Family Med, Seattle, WA 98195 USA
Univ Washington, Dept Epidemiol, Seattle, WA 98195 USA
Univ Washington, Dept Global Hlth, Seattle, WA 98195 USAShiga Univ Med Sci, Dept Publ Hlth, Setatsukinowacho, Otsu, Shiga 5202192, Japan
Fitzpatrick, Annette L.
Alonso, Alvaro
论文数: 0引用数: 0
h-index: 0
机构:
Emory Univ, Rollins Sch Publ Hlth, Dept Epidemiol, Atlanta, GA 30322 USAShiga Univ Med Sci, Dept Publ Hlth, Setatsukinowacho, Otsu, Shiga 5202192, Japan
机构:
Univ Calif Los Angeles, Dept Med, Los Angeles, CA 90024 USA
Univ Calif Los Angeles, Dept Epidemiol, Los Angeles, CA USAShiga Univ Med Sci, Dept Publ Hlth, Setatsukinowacho, Otsu, Shiga 5202192, Japan
机构:
Columbia Univ, Dept Med, Med Ctr, New York, NY USA
Columbia Univ, Med Ctr, Dept Epidemiol, New York, NY USAShiga Univ Med Sci, Dept Publ Hlth, Setatsukinowacho, Otsu, Shiga 5202192, Japan
Luchsinger, Jose A.
Rapp, Stephen R.
论文数: 0引用数: 0
h-index: 0
机构:
Wake Forest Univ, Bowman Gray Sch Med, Dept Psychiat & Behav Med, Winston Salem, NC USAShiga Univ Med Sci, Dept Publ Hlth, Setatsukinowacho, Otsu, Shiga 5202192, Japan
机构:
Univ Washington, Dept Med, Div Cardiol, Seattle, WA 98195 USAUniv Washington, Dept Med, Div Cardiol, Seattle, WA 98195 USA
Huang, Gary S.
Hansen, Spencer L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Dept Biostat, Seattle, WA 98195 USAUniv Washington, Dept Med, Div Cardiol, Seattle, WA 98195 USA
Hansen, Spencer L.
McClelland, Robyn L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Dept Biostat, Seattle, WA 98195 USAUniv Washington, Dept Med, Div Cardiol, Seattle, WA 98195 USA
McClelland, Robyn L.
Fitzpatrick, Annette L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Dept Epidemiol, Seattle, WA 98195 USAUniv Washington, Dept Med, Div Cardiol, Seattle, WA 98195 USA
Fitzpatrick, Annette L.
Longstreth, W. T., Jr.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Dept Epidemiol, Seattle, WA 98195 USA
Univ Washington, Dept Neurol, Seattle, WA 98195 USAUniv Washington, Dept Med, Div Cardiol, Seattle, WA 98195 USA
Longstreth, W. T., Jr.
Budoff, Matthew
论文数: 0引用数: 0
h-index: 0
机构:
Harbor UCLA Med Ctr, Dept Med, Lundquist Inst, Torrance, CA 90509 USAUniv Washington, Dept Med, Div Cardiol, Seattle, WA 98195 USA
Budoff, Matthew
Wong, Nathan D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Irvine, Heart Dis Prevent Program, Div Cardiol, Dept Med, Irvine, CA USAUniv Washington, Dept Med, Div Cardiol, Seattle, WA 98195 USA
Wong, Nathan D.
Fujiyoshi, Akira
论文数: 0引用数: 0
h-index: 0
机构:
Shiga Univ Med Sci, Dept Publ Hlth, Otsu, Shiga, Japan
Wakayama Med Univ, Sch Med, Dept Hyg, Wakayama, JapanUniv Washington, Dept Med, Div Cardiol, Seattle, WA 98195 USA
Fujiyoshi, Akira
Kwon, Younghoon
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Dept Med, Div Cardiol, Seattle, WA 98195 USAUniv Washington, Dept Med, Div Cardiol, Seattle, WA 98195 USA
Kwon, Younghoon
Hughes, Timothy M.
论文数: 0引用数: 0
h-index: 0
机构:
Wake Forest Sch Med, Dept Internal Med, Winston Salem, NC 27101 USA
Wake Forest Sch Med, Dept Epidemiol & Prevent, Winston Salem, NC 27101 USAUniv Washington, Dept Med, Div Cardiol, Seattle, WA 98195 USA
Hughes, Timothy M.
Heckbert, Susan R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Dept Epidemiol, Seattle, WA 98195 USA
Univ Washington, Cardiovasc Hlth Res Unit, Seattle, WA 98195 USAUniv Washington, Dept Med, Div Cardiol, Seattle, WA 98195 USA
Heckbert, Susan R.
[J].
AMERICAN JOURNAL OF CARDIOLOGY,
2022,
171
: 69
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