67 results on '"Dardari, Zeina"'
Search Results
2. Coronary artery calcium is associated with increased risk for lung and colorectal cancer in men and women: the Multi-Ethnic Study of Atherosclerosis (MESA).
- Author
-
Dzaye, Omar, Dzaye, Omar, Berning, Philipp, Dardari, Zeina A, Mortensen, Martin Bødtker, Marshall, Catherine Handy, Nasir, Khurram, Budoff, Matthew J, Blumenthal, Roger S, Whelton, Seamus P, Blaha, Michael J, Dzaye, Omar, Dzaye, Omar, Berning, Philipp, Dardari, Zeina A, Mortensen, Martin Bødtker, Marshall, Catherine Handy, Nasir, Khurram, Budoff, Matthew J, Blumenthal, Roger S, Whelton, Seamus P, and Blaha, Michael J
- Abstract
AimsThis study explored the association of coronary artery calcium (CAC) with incident cancer subtypes in the Multi-Ethnic Study of Atherosclerosis (MESA). CAC is an established predictor of cardiovascular disease (CVD), with emerging data also supporting independent predictive value for cancer. The association of CAC with risk for individual cancer subtypes is unknown.Methods and resultsWe included 6271 MESA participants, aged 45-84 and without known CVD or self-reported history of cancer. There were 777 incident cancer cases during mean follow-up of 12.9 ± 3.1 years. Lung and colorectal cancer (186 cases) were grouped based on their strong overlap with CVD risk profile; prostate (men) and ovarian, uterine, and breast cancer (women) were considered as sex-specific cancers (in total 250 cases). Incidence rates and Fine and Gray competing risks models were used to assess relative risk of cancer-specific outcomes stratified by CAC groups or Log(CAC+1). The mean age was 61.7 ± 10.2 years, 52.7% were women, and 36.5% were White. Overall, all-cause cancer incidence increased with CAC scores, with rates per 1000 person-years of 13.1 [95% confidence interval (CI): 11.7-14.7] for CAC = 0 and 35.8 (95% CI: 30.2-42.4) for CAC ≥400. Compared with CAC = 0, hazards for those with CAC ≥400 were increased for lung and colorectal cancer in men [subdistribution hazard ratio (SHR): 2.2 (95% CI: 1.1-4.7)] and women [SHR: 2.2 (95% CI: 1.0-4.6)], but not significantly for sex-specific cancers across sexes.ConclusionCAC scores were associated with cancer risk in both sexes; however, this was stronger for lung and colorectal when compared with sex-specific cancers. Our data support potential synergistic use of CAC scores in the identification of both CVD and lung and colorectal cancer risk.
- Published
- 2022
3. Distribution of Coronary Artery Calcium by Age, Sex, and Race Among Patients 30-45 Years Old.
- Author
-
Javaid, Aamir, Javaid, Aamir, Dardari, Zeina A, Mitchell, Joshua D, Whelton, Seamus P, Dzaye, Omar, Lima, Joao AC, Lloyd-Jones, Donald M, Budoff, Matthew, Nasir, Khurram, Berman, Daniel S, Rumberger, John, Miedema, Michael D, Villines, Todd C, Blaha, Michael J, Javaid, Aamir, Javaid, Aamir, Dardari, Zeina A, Mitchell, Joshua D, Whelton, Seamus P, Dzaye, Omar, Lima, Joao AC, Lloyd-Jones, Donald M, Budoff, Matthew, Nasir, Khurram, Berman, Daniel S, Rumberger, John, Miedema, Michael D, Villines, Todd C, and Blaha, Michael J
- Abstract
BackgroundCoronary artery calcium (CAC) is a measure of atherosclerotic burden and is well-validated for risk stratification in middle- to older-aged adults. Few studies have investigated CAC in younger adults, and there is no calculator for determining age-, sex-, and race-based percentiles among individuals aged <45 years.ObjectivesThe purpose of this study was to determine the probability of CAC >0 and develop age-sex-race percentiles for U.S. adults aged 30-45 years.MethodsWe harmonized 3 datasets-CARDIA (Coronary Artery Risk Development in Young Adults), the CAC Consortium, and the Walter Reed Cohort-to study CAC in 19,725 asymptomatic Black and White individuals aged 30-45 years without known atherosclerotic cardiovascular disease. After weighting each cohort equally, the probability of CAC >0 and age-sex-race percentiles of CAC distributions were estimated using nonparametric techniques.ResultsThe prevalence of CAC >0 was 26% among White males, 16% among Black males, 10% among White females, and 7% among Black females. CAC >0 automatically placed all females at >90th percentile. CAC >0 placed White males at the 90th percentile at age 34 years compared with Black males at age 37 years. An interactive webpage allows one to enter an age, sex, race, and CAC score to obtain the corresponding estimated percentile.ConclusionsIn a large cohort of U.S. adults aged 30-45 years without symptomatic atherosclerotic cardiovascular disease, the probability of CAC >0 varied by age, sex, and race. Estimated percentiles may help interpretation of CAC scores among young adults relative to their age-sex-race matched peers and can henceforth be included in CAC score reporting.
- Published
- 2022
4. Discordance Between Coronary Artery Calcium Area and Density Predicts Long-Term Atherosclerotic Cardiovascular Disease Risk.
- Author
-
Razavi, Alexander, Razavi, Alexander, van Assen, Marly, De Cecco, Carlo, Dardari, Zeina, Berman, Daniel, Miedema, Michael, Nasir, Khurram, Rozanski, Alan, Rumberger, John, Shaw, Leslee, Sperling, Laurence, Whelton, Seamus, Mortensen, Martin, Blaha, Michael, Dzaye, Omar, Budoff, Matthew, Razavi, Alexander, Razavi, Alexander, van Assen, Marly, De Cecco, Carlo, Dardari, Zeina, Berman, Daniel, Miedema, Michael, Nasir, Khurram, Rozanski, Alan, Rumberger, John, Shaw, Leslee, Sperling, Laurence, Whelton, Seamus, Mortensen, Martin, Blaha, Michael, Dzaye, Omar, and Budoff, Matthew
- Abstract
BACKGROUND: Coronary artery calcium (CAC) is commonly quantified as the product of 2 generally correlated measures: plaque area and calcium density. OBJECTIVES: The authors sought to determine whether discordance between calcium area and density has long-term prognostic importance in atherosclerotic cardiovascular disease (ASCVD) risk. METHODS: The authors studied 10,373 primary prevention participants from the CAC Consortium with CAC >0. Based on their median values, calcium area and mean calcium density were divided into 4 mutually exclusive concordant/discordant groups. Cox proportional hazards regression assessed the association of calcium area/density groups with ASCVD mortality over a median of 11.7 years, adjusting for traditional risk factors and the Agatston CAC score. RESULTS: The mean age was 56.7 years, and 24% were female. The prevalence of plaque discordance was 19% (9% low calcium area/high calcium density, 10% high calcium area/low calcium density). Female sex (odds ratio [OR]: 1.48 [95% CI: 1.27-1.74]) and body mass index (OR: 0.81 [95% CI: 0.76-0.87], per 5 kg/m2 higher) were significantly associated with high calcium density discordance, whereas diabetes (OR: 2.23 [95% CI: 1.85-3.19]) was most strongly associated with discordantly low calcium density. Compared to those with low calcium area/low calcium density, individuals with low calcium area/high calcium density had a 71% lower risk of ASCVD death (HR: 0.29 [95% CI: 0.09-0.95]). CONCLUSIONS: For a given CAC score, high calcium density relative to plaque area confers lower long-term ASCVD risk, likely serving as an imaging marker of biological resilience for lesion vulnerability. Additional research is needed to define a robust definition of calcium area/density discordance for routine clinical risk prediction.
- Published
- 2022
5. Omega-3 fatty acids, subclinical atherosclerosis, and cardiovascular events: Implications for primary prevention
- Author
-
Alfaddagh, Abdulhamied, Alfaddagh, Abdulhamied, Kapoor, Karan, Dardari, Zeina A, Bhatt, Deepak L, Budoff, Matthew J, Nasir, Khurram, Miller, Michael, Welty, Francine K, Miedema, Michael D, Shapiro, Michael D, Tsai, Michael Y, Blumenthal, Roger S, Blaha, Michael J, Alfaddagh, Abdulhamied, Alfaddagh, Abdulhamied, Kapoor, Karan, Dardari, Zeina A, Bhatt, Deepak L, Budoff, Matthew J, Nasir, Khurram, Miller, Michael, Welty, Francine K, Miedema, Michael D, Shapiro, Michael D, Tsai, Michael Y, Blumenthal, Roger S, and Blaha, Michael J
- Abstract
Background and aimsHigh-dose eicosapentaenoic acid (EPA) therapy was beneficial in high-risk patients without clinical cardiovascular disease (CVD). Whether higher plasma levels of EPA and docosahexaenoic acid (DHA) have similar benefits in those without subclinical CVD is unclear. We aim to evaluate the interplay between plasma omega-3 fatty acids and coronary artery calcium (CAC) in relation to CVD events.MethodsWe examined 6568 participants from the Multi-Ethnic Study of Atherosclerosis (MESA) with plasma EPA and DHA levels and CAC measured at baseline. The primary outcome was incident CVD events (myocardial infarction, angina, cardiac arrest, stroke, CVD death). Hazard ratios for the primary outcome were adjusted for potential confounder using Cox regression.ResultsMean ± SD age was 62.1 ± 10.2 years and 52.9% were females. The median follow-up time was 15.6 years. Higher loge(EPA) (adjusted hazard ratio, aHR = 0.83; 95% CI, 0.74-0.94) and loge(DHA) (aHR = 0.79; 95% CI, 0.66-0.96) were independently associated with fewer CVD events. The difference in absolute CVD event rates between lowest vs. highest EPA tertile increased at higher CAC levels. The adjusted HR for highest vs. lowest EPA tertile within CAC = 0 was 1.02 (95% CI, 0.72-1.46), CAC = 1-99 was 0.71 (95% CI, 0.51-0.99), and CAC≥100 was 0.67 (95% CI, 0.52-0.84). A similar association was seen in tertiles of DHA by CAC category.ConclusionsIn an ethnically diverse population free of clinical CVD, higher plasma omega-3 fatty acid levels were associated with fewer long-term CVD events. The absolute decrease in CVD events with higher omega-3 fatty acid levels was more apparent at higher CAC scores.
- Published
- 2022
6. Association Between Omega-3 Fatty Acid Levels and Risk for Incident Major Bleeding Events and Atrial Fibrillation: MESA.
- Author
-
Kapoor, Karan, Kapoor, Karan, Alfaddagh, Abdulhamied, Al Rifai, Mahmoud, Bhatt, Deepak L, Budoff, Matthew J, Nasir, Khurram, Miller, Michael, Welty, Francine K, McEvoy, J William, Dardari, Zeina, Shapiro, Michael D, Blumenthal, Roger S, Tsai, Michael Y, Blaha, Michael J, Kapoor, Karan, Kapoor, Karan, Alfaddagh, Abdulhamied, Al Rifai, Mahmoud, Bhatt, Deepak L, Budoff, Matthew J, Nasir, Khurram, Miller, Michael, Welty, Francine K, McEvoy, J William, Dardari, Zeina, Shapiro, Michael D, Blumenthal, Roger S, Tsai, Michael Y, and Blaha, Michael J
- Abstract
Background Randomized trials of pharmacologic strength omega-3 fatty acid (n3-FA)-based therapies suggest a dose-dependent cardiovascular benefit. Whether blood n3-FA levels also mediate safety signals observed in these trials, such as increased bleeding and atrial fibrillation (AF), remains uncertain. We hypothesized that higher baseline n3-FA levels would be associated with incident bleeding and AF events in MESA (Multi-Ethnic Study of Atherosclerosis), which included a population free of clinical cardiovascular disease at baseline. Methods and Results We examined the association between baseline plasma n3-FA levels (expressed as percent mass of total fatty acid) with incident bleeding and AF in MESA, an ongoing prospective cohort study. Bleeding events were identified from review of hospitalization International Classification of Diseases, Ninth Revision (ICD-9), and International Classification of Diseases, Tenth Revision (ICD-10), codes, and AF from participant report, discharge diagnoses, Medicare claims data, and study ECGs performed at MESA visit 5. Separate multivariable Cox proportional hazard modeling was used to estimate hazard ratios of the association of continuous n3-FA (log eicosapentaenoic acid [EPA], log docosahexaenoic acid [DHA], log [EPA+DHA]) and incident hospitalized bleeding events and AF. Among 6546 participants, the mean age was 62.1 years and 53% were women. For incident bleeding, consistent statistically significant associations with lower rates were seen with increasing levels of EPA and EPA+DHA in unadjusted and adjusted models including medications that modulate bleeding risk (aspirin, NSAIDS, corticosteroids, and proton pump inhibitors). For incident AF, a significant association with lower rates was seen with increasing levels of DHA, but not for EPA or EPA+DHA. Conclusions In MESA, higher plasma levels of n3-FA (EPA and EPA+DHA, but not DHA) were associated with significantly fewer hospitalized bleeding events, and higher DHA l
- Published
- 2021
7. Association Between Omega-3 Fatty Acid Levels and Risk for Incident Major Bleeding Events and Atrial Fibrillation: MESA.
- Author
-
Kapoor, Karan, Kapoor, Karan, Alfaddagh, Abdulhamied, Al Rifai, Mahmoud, Bhatt, Deepak L, Budoff, Matthew J, Nasir, Khurram, Miller, Michael, Welty, Francine K, McEvoy, J William, Dardari, Zeina, Shapiro, Michael D, Blumenthal, Roger S, Tsai, Michael Y, Blaha, Michael J, Kapoor, Karan, Kapoor, Karan, Alfaddagh, Abdulhamied, Al Rifai, Mahmoud, Bhatt, Deepak L, Budoff, Matthew J, Nasir, Khurram, Miller, Michael, Welty, Francine K, McEvoy, J William, Dardari, Zeina, Shapiro, Michael D, Blumenthal, Roger S, Tsai, Michael Y, and Blaha, Michael J
- Abstract
Background Randomized trials of pharmacologic strength omega-3 fatty acid (n3-FA)-based therapies suggest a dose-dependent cardiovascular benefit. Whether blood n3-FA levels also mediate safety signals observed in these trials, such as increased bleeding and atrial fibrillation (AF), remains uncertain. We hypothesized that higher baseline n3-FA levels would be associated with incident bleeding and AF events in MESA (Multi-Ethnic Study of Atherosclerosis), which included a population free of clinical cardiovascular disease at baseline. Methods and Results We examined the association between baseline plasma n3-FA levels (expressed as percent mass of total fatty acid) with incident bleeding and AF in MESA, an ongoing prospective cohort study. Bleeding events were identified from review of hospitalization International Classification of Diseases, Ninth Revision (ICD-9), and International Classification of Diseases, Tenth Revision (ICD-10), codes, and AF from participant report, discharge diagnoses, Medicare claims data, and study ECGs performed at MESA visit 5. Separate multivariable Cox proportional hazard modeling was used to estimate hazard ratios of the association of continuous n3-FA (log eicosapentaenoic acid [EPA], log docosahexaenoic acid [DHA], log [EPA+DHA]) and incident hospitalized bleeding events and AF. Among 6546 participants, the mean age was 62.1 years and 53% were women. For incident bleeding, consistent statistically significant associations with lower rates were seen with increasing levels of EPA and EPA+DHA in unadjusted and adjusted models including medications that modulate bleeding risk (aspirin, NSAIDS, corticosteroids, and proton pump inhibitors). For incident AF, a significant association with lower rates was seen with increasing levels of DHA, but not for EPA or EPA+DHA. Conclusions In MESA, higher plasma levels of n3-FA (EPA and EPA+DHA, but not DHA) were associated with significantly fewer hospitalized bleeding events, and higher DHA l
- Published
- 2021
8. Association Between Omega-3 Fatty Acid Levels and Risk for Incident Major Bleeding Events and Atrial Fibrillation: MESA.
- Author
-
Kapoor, Karan, Kapoor, Karan, Alfaddagh, Abdulhamied, Al Rifai, Mahmoud, Bhatt, Deepak L, Budoff, Matthew J, Nasir, Khurram, Miller, Michael, Welty, Francine K, McEvoy, J William, Dardari, Zeina, Shapiro, Michael D, Blumenthal, Roger S, Tsai, Michael Y, Blaha, Michael J, Kapoor, Karan, Kapoor, Karan, Alfaddagh, Abdulhamied, Al Rifai, Mahmoud, Bhatt, Deepak L, Budoff, Matthew J, Nasir, Khurram, Miller, Michael, Welty, Francine K, McEvoy, J William, Dardari, Zeina, Shapiro, Michael D, Blumenthal, Roger S, Tsai, Michael Y, and Blaha, Michael J
- Abstract
Background Randomized trials of pharmacologic strength omega-3 fatty acid (n3-FA)-based therapies suggest a dose-dependent cardiovascular benefit. Whether blood n3-FA levels also mediate safety signals observed in these trials, such as increased bleeding and atrial fibrillation (AF), remains uncertain. We hypothesized that higher baseline n3-FA levels would be associated with incident bleeding and AF events in MESA (Multi-Ethnic Study of Atherosclerosis), which included a population free of clinical cardiovascular disease at baseline. Methods and Results We examined the association between baseline plasma n3-FA levels (expressed as percent mass of total fatty acid) with incident bleeding and AF in MESA, an ongoing prospective cohort study. Bleeding events were identified from review of hospitalization International Classification of Diseases, Ninth Revision (ICD-9), and International Classification of Diseases, Tenth Revision (ICD-10), codes, and AF from participant report, discharge diagnoses, Medicare claims data, and study ECGs performed at MESA visit 5. Separate multivariable Cox proportional hazard modeling was used to estimate hazard ratios of the association of continuous n3-FA (log eicosapentaenoic acid [EPA], log docosahexaenoic acid [DHA], log [EPA+DHA]) and incident hospitalized bleeding events and AF. Among 6546 participants, the mean age was 62.1 years and 53% were women. For incident bleeding, consistent statistically significant associations with lower rates were seen with increasing levels of EPA and EPA+DHA in unadjusted and adjusted models including medications that modulate bleeding risk (aspirin, NSAIDS, corticosteroids, and proton pump inhibitors). For incident AF, a significant association with lower rates was seen with increasing levels of DHA, but not for EPA or EPA+DHA. Conclusions In MESA, higher plasma levels of n3-FA (EPA and EPA+DHA, but not DHA) were associated with significantly fewer hospitalized bleeding events, and higher DHA l
- Published
- 2021
9. Comparing Risk Scores in the Prediction of Coronary and Cardiovascular Deaths: Coronary Artery Calcium Consortium.
- Author
-
Blaha, Michael J, Blaha, Michael J, Whelton, Seamus P, Al Rifai, Mahmoud, Dardari, Zeina, Shaw, Leslee J, Al-Mallah, Mouaz H, Matsushita, Kunihiro, Rozanski, Alan, Rumberger, John A, Berman, Daniel S, Budoff, Matthew J, Miedema, Michael D, Nasir, Khurram, Cainzos-Achirica, Miguel, Blaha, Michael J, Blaha, Michael J, Whelton, Seamus P, Al Rifai, Mahmoud, Dardari, Zeina, Shaw, Leslee J, Al-Mallah, Mouaz H, Matsushita, Kunihiro, Rozanski, Alan, Rumberger, John A, Berman, Daniel S, Budoff, Matthew J, Miedema, Michael D, Nasir, Khurram, and Cainzos-Achirica, Miguel
- Abstract
ObjectivesThis study compared risk discrimination for the prediction of coronary heart disease (CHD) and cardiovascular disease (CVD) deaths for the Pooled Cohort Equations (PCE), the MESA (Multi-Ethnic Study of Atherosclerosis) Risk Score (with and without coronary artery calcium [CAC]), and of simple addition of CAC to the PCE.BackgroundThe PCE predict 10-year risk of atherosclerotic CVD events, and the MESA Risk Score predicts risk of CHD. Their comparative performance for the prediction of fatal events is poorly understood.MethodsWe evaluated 53,487 patients ages 45 to 79 years from the CAC Consortium, a retrospective cohort study of asymptomatic individuals referred for clinical CAC scoring. Risk discrimination was measured using C-statistics.ResultsMean age was 57 years, 35% were women, and 39% had CAC of 0. There were 421 CHD and 775 CVD deaths over a mean 12-year follow-up. In the overall study population, discrimination with the MESA Risk Score with CAC and the PCE was almost identical for both outcomes (C-statistics: 0.80 and 0.79 for CHD death, 0.77 and 0.78 for CVD death, respectively). Addition of CAC to the PCE improved risk discrimination, yielding the largest C-statistics. The MESA Risk Score with CAC and the PCE plus CAC showed the best discrimination among the 45% of patients with 5% to 20% estimated risk. Secondary analyses by estimated CVD risk strata showed modestly improved risk discrimination with CAC also among low- and high-estimated risk groups.ConclusionsOur findings support the current guideline recommendation to use, among available risk scores, the PCE for initial risk assessment and to use CAC for further risk assessment in a broad borderline and intermediate risk group. Also, in select individuals at low or high estimated risk, CAC modestly improved discrimination. Studies in unselected populations will lead to further understanding of the potential value of tools combining risk scores and CAC for optimal risk assessment.
- Published
- 2021
10. Prognostic value of coronary artery calcium score, area, and density among individuals on statin therapy vs. non-users: The coronary artery calcium consortium.
- Author
-
Osei, Albert D, Osei, Albert D, Mirbolouk, Mohammadhassan, Berman, Daniel, Budoff, Matthew J, Miedema, Michael D, Rozanski, Alan, Rumberger, John A, Shaw, Leslee, Al Rifai, Mahmoud, Dzaye, Omar, Graham, Garth N, Banach, Maciej, Blumenthal, Roger S, Dardari, Zeina A, Nasir, Khurram, Blaha, Michael J, Osei, Albert D, Osei, Albert D, Mirbolouk, Mohammadhassan, Berman, Daniel, Budoff, Matthew J, Miedema, Michael D, Rozanski, Alan, Rumberger, John A, Shaw, Leslee, Al Rifai, Mahmoud, Dzaye, Omar, Graham, Garth N, Banach, Maciej, Blumenthal, Roger S, Dardari, Zeina A, Nasir, Khurram, and Blaha, Michael J
- Abstract
Background and aimsStatins do not decrease coronary artery calcium (CAC) and may increase existing calcification or its density. Therefore, we examined the prognostic significance of CAC among statin users at the time of CAC scanning.MethodsWe included 28,025 patients (6151 statin-users) aged 40-75 years from the CAC Consortium. Cox regression models were used to assess the association of CAC with coronary heart disease (CHD) and cardiovascular disease (CVD) mortality. Models were adjusted for traditional CVD risk factors. Additionally, we examined the predictive performance of CAC components including CAC area, volume, and density using an age- and sex-adjusted Cox regression model.ResultsParticipants (mean age 53.9 ± 10.3 years, 65.0% male) were followed for median 11.2 years. There were 395 CVD and 182 CHD deaths. One unit increase in log CAC score was associated with increased risk of CVD mortality (hazard ratio (HR), 1.2; 95% CI = 1.1-1.3) and CHD mortality (HR, 1.2; 95% CI = 1.1-1.4)) among statin users. There was a small but significant negative interaction between CAC score and statin use for the prediction of CHD (p-value = 0.036) and CVD mortality (p-value = 0.025). The volume score and CAC area were similarly associated with outcomes in statin users and non-users. Density was associated with CVD and CHD mortality in statin naïve patients, but with neither in statin users.ConclusionCAC scoring retains robust risk prediction in statin users, and the changing relationship of CAC density with outcomes may explain the slightly weaker relationship of CAC with outcomes in statin users.
- Published
- 2021
11. Warranty Period of a Calcium Score of Zero: Comprehensive Analysis From MESA.
- Author
-
Dzaye, Omar, Dzaye, Omar, Dardari, Zeina A, Cainzos-Achirica, Miguel, Blankstein, Ron, Agatston, Arthur S, Duebgen, Matthias, Yeboah, Joseph, Szklo, Moyses, Budoff, Matthew J, Lima, Joao AC, Blumenthal, Roger S, Nasir, Khurram, Blaha, Michael J, Dzaye, Omar, Dzaye, Omar, Dardari, Zeina A, Cainzos-Achirica, Miguel, Blankstein, Ron, Agatston, Arthur S, Duebgen, Matthias, Yeboah, Joseph, Szklo, Moyses, Budoff, Matthew J, Lima, Joao AC, Blumenthal, Roger S, Nasir, Khurram, and Blaha, Michael J
- Abstract
ObjectivesThis study sought to quantify and model conversion of a normal coronary artery calcium (CAC) scan to an abnormal CAC scan.BackgroundAlthough the absence of CAC is associated with excellent prognosis, progression to CAC >0 confers increased risk. The time interval for repeated scanning remains poorly defined.MethodsThis study included 3,116 participants from the MESA (Multi-Ethnic Study of Atherosclerosis) with baseline CAC = 0 and follow-up scans over 10 years after baseline. Prevalence of incident CAC, defined by thresholds of CAC >0, CAC >10, or CAC >100, was calculated and time to progression was derived from a Weibull parametric survival model. Warranty periods were modeled as a function of sex, race/ethnicity, cardiovascular risk, and desired yield of repeated CAC testing. Further analysis was performed of the proportion of coronary events occurring in participants with baseline CAC = 0 that preceded and followed repeated CAC testing at different time intervals.ResultsMean participants' age was 58 ± 9 years, with 63% women, and mean 10-year cardiovascular risk of 14%. Prevalence of CAC >0, CAC >10, and CAC >100 was 53%, 36%, and 8%, respectively, at 10 years. Using a 25% testing yield (number needed to scan [NNS] = 4), the estimated warranty period of CAC >0 varied from 3 to 7 years depending on sex and race/ethnicity. Approximately 15% of participants progressed to CAC >10 in 5 to 8 years, whereas 10-year progression to CAC >100 was rare. Presence of diabetes was associated with significantly shorter warranty period, whereas family history and smoking had small effects. A total of 19% of all 10-year coronary events occurred in CAC = 0 prior to performance of a subsequent scan at 3 to 5 years, whereas detection of new CAC >0 preceded 55% of future events and identified individuals at 3-fold higher risk of coronary events.ConclusionsIn a large population of individuals with baseli
- Published
- 2021
12. Prognostic significance of aortic valve calcium in relation to coronary artery calcification for long-term, cause-specific mortality: results from the CAC Consortium.
- Author
-
Han, Donghee, Han, Donghee, Cordoso, Rhanderson, Whelton, Seamus, Rozanski, Alan, Budoff, Matthew J, Miedema, Michael D, Nasir, Khurram, Shaw, Leslee J, Rumberger, John A, Gransar, Heidi, Dardari, Zeina, Blumenthal, Roger S, Blaha, Michael J, Berman, Daniel S, Han, Donghee, Han, Donghee, Cordoso, Rhanderson, Whelton, Seamus, Rozanski, Alan, Budoff, Matthew J, Miedema, Michael D, Nasir, Khurram, Shaw, Leslee J, Rumberger, John A, Gransar, Heidi, Dardari, Zeina, Blumenthal, Roger S, Blaha, Michael J, and Berman, Daniel S
- Abstract
AimsAortic valve calcification (AVC) has been shown to be associated with increased cardiovascular disease (CVD) risk; however, whether this is independent of traditional risk factors and coronary artery calcification (CAC) remains unclear.Methods and resultsFrom the multicentre CAC Consortium database, 10 007 patients (mean 55.8±11.7 years, 64% male) with concomitant CAC and AVC scoring were included in the current analysis. AVC score was quantified using the Agatston score method and categorized as 0, 1-99, and ≥100. The endpoints were all-cause, CVD, and coronary heart disease (CHD) deaths. AVC (AVC>0) was observed in 1397 (14%) patients. During a median 7.8 (interquartile range: 4.7-10.6) years of study follow-up, 511 (5.1%) deaths occurred; 179 (35%) were CVD deaths, and 101 (19.8%) were CHD deaths. A significant interaction between CAC and AVC for mortality was observed (P<0.001). The incidence of mortality events increased with higher AVC; however, AVC ≥100 was not independently associated with all-cause, CVD, and CHD deaths after adjusting for CVD risk factors and CAC (P=0.192, 0.063, and 0.206, respectively). When further stratified by CAC<100 or ≥100, AVC ≥100 was an independent predictor of all-cause and CVD deaths only in patients with CAC <100, after adjusting for CVD risk factors and CAC [hazard ratio (HR): 1.93, 95% confidence interval (CI): 1.14-3.27; P=0.013 and HR: 2.71, 95% CI: 1.15-6.34; P=0.022, respectively].ConclusionAlthough the overall prognostic significance of AVC was attenuated after accounting for CAC, high AVC was independently associated with all-cause and CVD deaths in patients with low coronary atherosclerosis burden.
- Published
- 2021
13. Very High Coronary Artery Calcium (≥1000) and Association With Cardiovascular Disease Events, Non-Cardiovascular Disease Outcomes, and Mortality: Results From MESA.
- Author
-
Peng, Allison W, Peng, Allison W, Dardari, Zeina A, Blumenthal, Roger S, Dzaye, Omar, Obisesan, Olufunmilayo H, Iftekhar Uddin, SM, Nasir, Khurram, Blankstein, Ron, Budoff, Matthew J, Bødtker Mortensen, Martin, Joshi, Parag H, Page, John, Blaha, Michael J, Peng, Allison W, Peng, Allison W, Dardari, Zeina A, Blumenthal, Roger S, Dzaye, Omar, Obisesan, Olufunmilayo H, Iftekhar Uddin, SM, Nasir, Khurram, Blankstein, Ron, Budoff, Matthew J, Bødtker Mortensen, Martin, Joshi, Parag H, Page, John, and Blaha, Michael J
- Abstract
BackgroundThere are limited data on the unique cardiovascular disease (CVD), non-CVD, and mortality risks of primary prevention individuals with very high coronary artery calcium (CAC; ≥1000), especially compared with rates observed in secondary prevention populations.MethodsOur study population consisted of 6814 ethnically diverse individuals 45 to 84 years of age who were free of known CVD from MESA (Multi-Ethnic Study of Atherosclerosis), a prospective, observational, community-based cohort. Mean follow-up time was 13.6±4.4 years. Hazard ratios of CAC ≥1000 were compared with both CAC 0 and CAC 400 to 999 for CVD, non-CVD, and mortality outcomes with the use of Cox proportional hazards regression adjusted for age, sex, and traditional risk factors. Using a sex-adjusted logarithmic model, we calculated event rates in MESA as a function of CAC and compared them with those observed in the placebo group of stable secondary prevention patients in the FOURIER clinical trial (Further Cardiovascular Outcomes Research With PCSK9 Inhibition in Subjects With Elevated Risk).ResultsCompared with CAC 400 to 999, those with CAC ≥1000 (n=257) had a greater mean number of coronary vessels with CAC (3.4±0.5), greater total area of CAC (586.5±275.2 mm2), similar CAC density, and more extensive extracoronary calcification. After full adjustment, CAC ≥1000 demonstrated a 4.71- (3.63-6.11), 7.57- (5.50-10.42), 4.86-(3.32-7.11), and 1.94-fold (1.57-2.41) increased risk for all CVD events, all coronary heart disease events, hard coronary heart disease events, and all-cause mortality, respectively, compared with CAC 0 and a 1.65- (1.25-2.16), 1.66- (1.22-2.25), 1.51- (1.03-2.23), and 1.34-fold (1.05-1.71) increased risk compared with CAC 400 to 999. With increasing CAC, hazard ratios increased for all event types, with no apparent upper CAC threshold. CAC ≥1000 was associated with a 1.95- (1.57-2.41) and 1.43-fold (1.12-1.83) increased risk for a first non-CVD event compared with CAC 0 a
- Published
- 2021
14. Comparison of the Relation of Carotid Intima-Media Thickness With Incident Heart Failure With Reduced Versus Preserved Ejection Fraction (from the Multi-Ethnic Study of Atherosclerosis [MESA]).
- Author
-
Aladin, Amer I, Aladin, Amer I, Soliman, Elsayed Z, Kitzman, Dalane W, Dardari, Zeina, Rasool, Shereen H, Yeboah, Joseph, Budoff, Matthew J, Psaty, Bruce M, Ouyang, Pamela, Polak, Joseph F, Blumenthal, Roger S, McEvoy, John W, Gandhi, Sanjay K, Herrington, David M, Aladin, Amer I, Aladin, Amer I, Soliman, Elsayed Z, Kitzman, Dalane W, Dardari, Zeina, Rasool, Shereen H, Yeboah, Joseph, Budoff, Matthew J, Psaty, Bruce M, Ouyang, Pamela, Polak, Joseph F, Blumenthal, Roger S, McEvoy, John W, Gandhi, Sanjay K, and Herrington, David M
- Abstract
Increased carotid intima-media thickness (cIMT) is associated with heart failure (HF) in previous studies, but it is not known whether the association of cIMT differs between HF with reduced (HFrEF) versus preserved ejection fraction (HFpEF). We studied 6699 participants (mean age 62 ± 10 years, 47% male, and 38% white) from the Multi-Ethnic Study of Atherosclerosis (MESA) with baseline cIMT measurements. We classified HF events as HFrEF (EF <50%) or HFpEF (EF ≥ 50%) at the time of diagnosis. Cox proportional hazard regression was used to compute hazard ratios (HR), and 95% confidence intervals (CI) for the association between the IMT Z-score (measured maximum IMT of Internal Carotid (IC) and Common Carotid (CC) sites as the mean of the maximum IMT of the near and far walls of right and left sides), and incident HFrEF or HFpEF. Models were adjusted for covariates and interim coronary artery disease (CAD) events. A total of 191 HFrEF and 167 HFpEF events occurred during follow-up. In multivariable analysis, each 1 standard deviation increase in the measured maximum IMT (Z-score) was associated with both HFrEF and HFpEF in the unadjusted and demographically adjusted models [HR, 95% CI 1.57 (1.43 to 1.73)] and [HR, 95% CI 1.61 (1.47 to 1.77)] but not in the fully adjusted models [HR, 95% CI 1.11 (0.96 to 1.28)] and [HR, 95% CI 1.13 (0.98 to 1.30)]. In conclusion, cIMT was significantly associated with incident HF, but the association is partially attenuated with adjustment for demographic factors and becomes non-significant after adjustment for other traditional heart failure risk factors and interim CAD events. There was no difference in the association of IMT measures with HFrEF versus HFpEF.
- Published
- 2021
15. Modeling the Recommended Age for Initiating Coronary Artery Calcium Testing Among At-Risk Young Adults.
- Author
-
Dzaye, Omar, Dzaye, Omar, Razavi, Alexander C, Dardari, Zeina A, Shaw, Leslee J, Berman, Daniel S, Budoff, Matthew J, Miedema, Michael D, Nasir, Khurram, Rozanski, Alan, Rumberger, John A, Orringer, Carl E, Smith, Sidney C, Blankstein, Ron, Whelton, Seamus P, Mortensen, Martin Bødtker, Blaha, Michael J, Dzaye, Omar, Dzaye, Omar, Razavi, Alexander C, Dardari, Zeina A, Shaw, Leslee J, Berman, Daniel S, Budoff, Matthew J, Miedema, Michael D, Nasir, Khurram, Rozanski, Alan, Rumberger, John A, Orringer, Carl E, Smith, Sidney C, Blankstein, Ron, Whelton, Seamus P, Mortensen, Martin Bødtker, and Blaha, Michael J
- Abstract
BackgroundThere are currently no recommendations guiding when best to perform coronary artery calcium (CAC) scanning among young adults to identify those susceptible for developing premature atherosclerosis.ObjectivesThe purpose of this study was to determine the ideal age at which a first CAC scan has the highest utility according to atherosclerotic cardiovascular disease (ASCVD) risk factor profile.MethodsWe included 22,346 CAC Consortium participants aged 30-50 years who underwent noncontrast computed tomography. Sex-specific equations were derived from multivariable logistic modeling to estimate the expected probability of CAC >0 according to age and the presence of ASCVD risk factors.ResultsParticipants were on average 43.5 years of age, 25% were women, and 34% had CAC >0, in whom the median CAC score was 20. Compared with individuals without risk factors, those with diabetes developed CAC 6.4 years earlier on average, whereas smoking, hypertension, dyslipidemia, and a family history of coronary heart disease were individually associated with developing CAC 3.3-4.3 years earlier. Using a testing yield of 25% for detecting CAC >0, the optimal age for a potential first scan would be at 36.8 years (95% CI: 35.5-38.4 years) in men and 50.3 years (95% CI: 48.7-52.1 years) in women with diabetes, and 42.3 years (95% CI: 41.0-43.9 years) in men and 57.6 years (95% CI: 56.0-59.5 years) in women without risk factors.ConclusionsOur derived risk equations among health-seeking young adults enriched in ASCVD risk factors inform the expected prevalence of CAC >0 and can be used to determine an appropriate age to initiate clinical CAC testing to identify individuals most susceptible for early/premature atherosclerosis.
- Published
- 2021
16. Coronary artery calcium is associated with long-term mortality from lung cancer: Results from the Coronary Artery Calcium Consortium.
- Author
-
Dzaye, Omar, Dzaye, Omar, Berning, Philipp, Dardari, Zeina A, Berman, Daniel S, Budoff, Matthew J, Miedema, Michael D, Nasir, Khurram, Rozanski, Alan, Rumberger, John A, Shaw, Leslee J, Mortensen, Martin Bødtker, Whelton, Seamus P, Blaha, Michael J, Dzaye, Omar, Dzaye, Omar, Berning, Philipp, Dardari, Zeina A, Berman, Daniel S, Budoff, Matthew J, Miedema, Michael D, Nasir, Khurram, Rozanski, Alan, Rumberger, John A, Shaw, Leslee J, Mortensen, Martin Bødtker, Whelton, Seamus P, and Blaha, Michael J
- Abstract
Background and aimsCoronary artery calcium (CAC) scores have been shown to be associated with CVD and cancer mortality. The use of CAC scores for overall and lung cancer mortality risk prediction for patients in the Coronary Artery Calcium Consortium was analyzed.MethodsWe included 55,943 patients aged 44-84 years without known heart disease from the CAC Consortium. There were 1,088 cancer deaths, among which 231 were lung cancer, identified by death certificates with a mean follow-up of 12.2 ± 3.9 years. Fine-and-Gray competing-risk regression was used for overall and lung cancer-specific mortality, accounting for the competing risk of CVD death and after adjustment for CVD risk factors. Subdistribution hazard ratios (SHR) were reported.ResultsThe mean age of all patients was 57.1 ± 8.6 years, 34.9% were women, and 89.6% were white. Overall, CAC was strongly associated with cancer mortality. Lung cancer mortality increased with increasing CAC scores, with rates per 1000-person years of 0.2 (95% CI: 0.1-0.3) for CAC = 0 and 0.8 (95% CI: 0.6-1.0) for CAC ≥400. Compared with CAC = 0, hazards were increased for those with CAC ≥400 for lung cancer mortality [SHR: 1.7 (95% CI: 1.2-2.6)], which was driven by women [SHR: 2.3 (95% CI: 1.1-4.8)], but not significantly increased for men. Risks were higher in those with positive smoking history [SHR: 2.2 (95% CI: 1.2-4.2)], with associations driven by women [SHR: 4.0 (95% CI: 1.4-11.5)].ConclusionsCAC scores were associated with increased risks for lung cancer mortality, with strongest associations for current and former smokers, especially in women. Used in conjunction with other clinical variables, our data pinpoint a potential synergistic use of CAC scanning beyond CVD risk assessment for identification of high-risk lung cancer screening candidates.
- Published
- 2021
17. Association between coronary artery calcium and cardiovascular disease as a supporting cause in cancer: The CAC consortium.
- Author
-
Wang, Frances M, Wang, Frances M, Reiter-Brennan, Cara, Dardari, Zeina, Marshall, Catherine H, Nasir, Khurram, Miedema, Michael D, Berman, Daniel S, Rozanski, Alan, Rumberger, John A, Budoff, Matthew J, Dzaye, Omar, Blaha, Michael J, Wang, Frances M, Wang, Frances M, Reiter-Brennan, Cara, Dardari, Zeina, Marshall, Catherine H, Nasir, Khurram, Miedema, Michael D, Berman, Daniel S, Rozanski, Alan, Rumberger, John A, Budoff, Matthew J, Dzaye, Omar, and Blaha, Michael J
- Abstract
BackgroundIdentifying cancer patients at high risk of CVD is important for targeting CVD prevention strategies and evaluating chemotherapy options in the context of cardiotoxicity. Coronary artery calcium (CAC), a strong marker of coronary atherosclerosis, is used clinically to enhance risk assessment, yet the value of CAC for assessing risk of CVD complications in cancer is poorly understood.ObjectiveIn cases of cancer mortality, to determine the value of CAC for predicting risk of CVD as a supporting cause of death.MethodsThe CAC Consortium is a multi-center cohort of 66,636 asymptomatic adults without CVD who underwent CAC scanning. During a follow-up of 12.5 years, 1129 patients died of cancer and were included in this analysis. The primary outcome was presence of CVD listed as a supporting cause of cancer mortality on official death certificates obtained from the National Death Index. Logistic regression models were used to assess the odds of CVD being listed as a supporting cause of death by CAC.ResultsCVD was listed as a supporting cause of death in 306 (27%) cancer mortality cases. Baseline CAC was significantly higher in individuals with CVD-supported mortality. Odds ratios of having CVD-supported death increased by ASCVD risk score category [1.15 (0.81, 1.65) for 5-20% 10-year risk and 1.97 (1.36, 2.89) for ≥20% risk, in reference to <5% 10-year ASCVD risk] and CAC category [1.07 (0.73, 1.57) for CAC 1-99, 1.29 (0.87, 1.93) for CAC 100-399, and 2.14 (1.48, 3.09) for CAC ≥400 relative to CAC 0]. In the CAC ≥400 group, these associations remained significantly elevated after adjustment for traditional CVD risk factors [1.66 (1.08, 2.55)]. A sensitivity analysis using a more specific ASCVD-supported mortality outcome, defined as coronary heart disease, stroke, and peripheral artery disease, demonstrated that adjusted odds of ASCVD-supported cancer mortality were significantly elevated in the CAC ≥400 group relative to CAC 0 [3.09 (1.39, 7.38)].ConclusionsI
- Published
- 2020
18. Coronary Artery Calcium as a Synergistic Tool for the Age- and Sex-Specific Risk of Cardiovascular and Cancer Mortality: The Coronary Artery Calcium Consortium.
- Author
-
Dzaye, Omar, Dzaye, Omar, Al Rifai, Mahmoud, Dardari, Zeina, Shaw, Leslee J, Al-Mallah, Mouaz H, Handy Marshall, Catherine, Rozanski, Alan, Mortensen, Martin B, Duebgen, Matthias, Matsushita, Kunihiro, Rumberger, John A, Berman, Daniel S, Budoff, Matthew J, Miedema, Michael D, Nasir, Khurram, Blaha, Michael J, Whelton, Seamus P, Dzaye, Omar, Dzaye, Omar, Al Rifai, Mahmoud, Dardari, Zeina, Shaw, Leslee J, Al-Mallah, Mouaz H, Handy Marshall, Catherine, Rozanski, Alan, Mortensen, Martin B, Duebgen, Matthias, Matsushita, Kunihiro, Rumberger, John A, Berman, Daniel S, Budoff, Matthew J, Miedema, Michael D, Nasir, Khurram, Blaha, Michael J, and Whelton, Seamus P
- Abstract
Background Coronary artery calcium (CAC) is a predictor for the development of cardiovascular disease (CVD) and to a lesser extent cancer. The age- and sex-specific relationship of CAC with CVD and cancer mortality is unknown. Methods and Results Asymptomatic patients aged 40 to 75 years old without known CVD were included from the CAC Consortium. We calculated sex-specific mortality rates per 1000 person-years' follow-up. Using parametric survival regression modeling, we determined the age- and sex-specific CAC score at which the risk of death from CVD and cancer were equal. Among the 59 502 patients included in this analysis, the mean age was 54.9 (±8.5) years, 34% were women, and 89% were white. There were 671 deaths attributable to CVD and 954 deaths attributable to cancer over a mean follow-up of 12±3 years. Among patients with CAC=0, cancer was the leading cause of death, the total mortality rate was low (women, 1.8; men, 1.5), and the CVD mortality rate was exceedingly low for women (0.3) and men (0.3). The age-specific CAC score at which the risk of CVD and cancer mortality were equal had a U-shaped relationship for women, while the relationship was exponential for men. Conclusions The age- and sex-specific relationship of CAC with CVD and cancer mortality differed significantly for women and men. Our age- and sex-specific CAC score provides a more precise estimate and further facilitates the use of CAC as a synergistic tool in strategies for the prediction and prevention of CVD and cancer mortality.
- Published
- 2020
19. Validation of the Coronary Artery Calcium Data and Reporting System (CAC-DRS): Dual importance of CAC score and CAC distribution from the Coronary Artery Calcium (CAC) consortium.
- Author
-
Dzaye, Omar, Dzaye, Omar, Dudum, Ramzi, Mirbolouk, Mohammadhassan, Orimoloye, Olusola A, Osei, Albert D, Dardari, Zeina A, Berman, Daniel S, Miedema, Michael D, Shaw, Leslee, Rozanski, Alan, Holdhoff, Matthias, Nasir, Khurram, Rumberger, John A, Budoff, Matthew J, Al-Mallah, Mouaz H, Blankstein, Ron, Blaha, Michael J, Dzaye, Omar, Dzaye, Omar, Dudum, Ramzi, Mirbolouk, Mohammadhassan, Orimoloye, Olusola A, Osei, Albert D, Dardari, Zeina A, Berman, Daniel S, Miedema, Michael D, Shaw, Leslee, Rozanski, Alan, Holdhoff, Matthias, Nasir, Khurram, Rumberger, John A, Budoff, Matthew J, Al-Mallah, Mouaz H, Blankstein, Ron, and Blaha, Michael J
- Abstract
BackgroundThe Coronary Artery Calcium Data and Reporting System (CAC-DRS), which takes into account the Agatston score category (A) and the number of calcified vessels (N) has not yet been validated in terms of its prognostic significance.MethodsWe included 54,678 patients from the CAC Consortium, a large retrospective clinical cohort of asymptomatic individuals free of baseline cardiovascular disease (CVD). CAC-DRS groups were derived from routine, cardiac-gated CAC scans. Cox proportional hazards regression models, adjusted for traditional CVD risk factors, were used to assess the association between CAC-DRS groups and CHD, CVD, and all-cause mortality. CAC-DRS was then compared to CAC score groups and regional CAC distribution using area under the curve (AUC) analysis.ResultsThe study population had a mean age of 54.2 ± 10.7, 34.4% female, and mean ASCVD score 7.3% ± 9.0. Over a mean follow-up of 12 ± 4 years, a total of 2,469 deaths (including 398 CHD deaths and 762 CVD deaths) were recorded. There was a graded risk for CHD, CVD and all-cause mortality with increasing CAC-DRS groups ranging from an all-cause mortality rate of 1.2 per 1,000 person-years for A0 to 15.4 per 1,000 person-years for A3/N4. In multivariable-adjusted models, those with CAC-DRS A3/N4 had significantly higher risk for CHD mortality (HR 5.9 (95% CI 3.6-9.9), CVD mortality (HR4.0 (95% CI 2.8-5.7), and all-cause mortality a (HR 2.5 (95% CI 2.1-3.0) compared to CAC-DRS A0. CAC-DRS had higher AUC than CAC score groups (0.762 vs 0.754, P < 0.001) and CAC distribution (0.762 vs 0.748, P < 0.001).ConclusionThe CAC-DRS system, combining the Agatston score and the number of vessels with CAC provides better stratification of risk for CHD, CVD, and all-cause death than the Agatston score alone. These prognostic data strongly support new SCCT guidelines recommending the use CAC-DRS scoring.
- Published
- 2020
20. Interplay of Coronary Artery Calcium and Risk Factors for Predicting CVD/CHD Mortality: The CAC Consortium.
- Author
-
Grandhi, Gowtham R, Grandhi, Gowtham R, Mirbolouk, Mohammadhassan, Dardari, Zeina A, Al-Mallah, Mouaz H, Rumberger, John A, Shaw, Leslee J, Blankstein, Ron, Miedema, Michael D, Berman, Daniel S, Budoff, Matthew J, Krumholz, Harlan M, Blaha, Michael J, Nasir, Khurram, Grandhi, Gowtham R, Grandhi, Gowtham R, Mirbolouk, Mohammadhassan, Dardari, Zeina A, Al-Mallah, Mouaz H, Rumberger, John A, Shaw, Leslee J, Blankstein, Ron, Miedema, Michael D, Berman, Daniel S, Budoff, Matthew J, Krumholz, Harlan M, Blaha, Michael J, and Nasir, Khurram
- Abstract
ObjectivesThis study sought to evaluate the association and burden of coronary artery calcium (CAC) with long-term, cause-specific mortality across the spectrum of baseline risk.BackgroundAlthough CAC is a known predictor of short-term, all-cause mortality, data on long-term and cause-specific mortality are inadequate.MethodsThe CAC Consortium cohort is a multicenter cohort of 66,636 participants without coronary heart disease (CHD) who underwent CAC testing. The following risk factors (RFs) were considered: 1) current cigarette smoking; 2) dyslipidemia; 3) diabetes mellitus; 4) hypertension; and 5) family history of CHD.ResultsDuring the 12.5-years median follow-up, 3,158 (4.7%) deaths occurred; 32% were cardiovascular disease (CVD) deaths. Participants with CAC scores ≥400 had a significantly increased risk for CHD and CVD mortality (hazard ratio [HR]: 5.44; 95% confidence interval [CI]: 3.88 to 7.62; and HR: 4.15; 95% CI: 3.29 to 5.22, respectively) compared with CAC of 0. Participants with ≥3 RFs had a smaller increased risk for CHD and CVD mortality (HR: 2.09; 95% CI: 1.52 to 2.85; and HR: 1.84; 95% CI: 1.46 to 2.31, respectively) compared with those without RFs. Across RF strata, CAC added prognostic information. For example, participants without RFs but with CAC ≥400 had significantly higher all-cause, non-CVD, CVD, and CHD mortality rates compared with participants with ≥3 RFs and CAC of 0.ConclusionsAcross the spectrum of RF burden, a higher CAC score was strongly associated with long-term, all-cause mortality and a greater proportion of deaths due to CVD and CHD. Absence of CAC identified people with a low risk over 12 years of follow-up, with most deaths being non-CVD in nature, regardless of RF burden.
- Published
- 2020
21. Long-Term All-Cause and Cause-Specific Mortality in Asymptomatic Patients With CAC ≥1,000: Results From the CAC Consortium.
- Author
-
Peng, Allison W, Peng, Allison W, Mirbolouk, Mohammadhassan, Orimoloye, Olusola A, Osei, Albert D, Dardari, Zeina, Dzaye, Omar, Budoff, Matthew J, Shaw, Leslee, Miedema, Michael D, Rumberger, John, Berman, Daniel S, Rozanski, Alan, Al-Mallah, Mouaz H, Nasir, Khurram, Blaha, Michael J, Peng, Allison W, Peng, Allison W, Mirbolouk, Mohammadhassan, Orimoloye, Olusola A, Osei, Albert D, Dardari, Zeina, Dzaye, Omar, Budoff, Matthew J, Shaw, Leslee, Miedema, Michael D, Rumberger, John, Berman, Daniel S, Rozanski, Alan, Al-Mallah, Mouaz H, Nasir, Khurram, and Blaha, Michael J
- Abstract
ObjectivesThis study thoroughly explored the demographic and imaging characteristics, as well as the all-cause and cause-specific mortality risks of patients with a coronary artery calcium (CAC) score ≥1,000 in the largest dataset of this population to date.BackgroundCAC is commonly used to quantify cardiovascular risk. Current guidelines classify a CAC score of >300 or 400 as the highest risk group, yet little is known about the potentially unique imaging characteristics and mortality risk in individuals with a CAC score ≥1,000.MethodsA total of 66,636 asymptomatic adults were included from the CAC consortium, a large retrospective multicenter clinical cohort. Mean patient follow-up was 12.3 ± 3.9 years for patients with cardiovascular disease (CVD), coronary heart disease (CHD), cancer, and all-cause mortality. Multivariate Cox proportional hazards regression models adjusted for age, sex, and conventional risk factors were used to assess the relative mortality hazard of individuals with CAC ≥1,000 compared with, first, a CAC reference of 0, and second, with patients with a CAC score of 400 to 999.ResultsThere were 2,869 patients with CAC ≥1,000 (86.3% male, mean 66.3 ± 9.7 years of age). Most patients with CAC ≥1,000 had 4-vessel CAC (mean: 3.5 ± 0.6 vessels) and had greater total CAC area, higher mean CAC density, and more extracoronary calcium (79% with thoracic artery calcium, 46% with aortic valve calcium, and 21% with mitral valve calcium) than those with CAC scores of 400 to 999. After full adjustment, those with CAC ≥1,000 had a 5.04- (95% confidence interval [CI]: 3.92 to 6.48), 6.79- (95% CI: 4.74 to 9.73), 1.55- (95% CI:1.23 to 1.95), and 2.89-fold (95% CI: 2.53 to 3.31) risk of CVD, CHD, cancer, and all-cause mortality, respectively, compared to those with CAC score of 0. The CAC ≥1,000 group had a 1.71- (95% CI: 1.41 to 2.08), 1.84- (95% CI: 1.43 to 2.36), 1.36- (95% CI:1.07 to 1.73), and 1.51-fold (95% CI: 1.33 to 1.70) increased risk of CVD, CHD
- Published
- 2020
22. All-cause and cause-specific mortality in individuals with zero and minimal coronary artery calcium: A long-term, competing risk analysis in the Coronary Artery Calcium Consortium.
- Author
-
Blaha, Michael J, Blaha, Michael J, Cainzos-Achirica, Miguel, Dardari, Zeina, Blankstein, Ron, Shaw, Leslee J, Rozanski, Alan, Rumberger, John A, Dzaye, Omar, Michos, Erin D, Berman, Daniel S, Budoff, Matthew J, Miedema, Michael D, Blumenthal, Roger S, Nasir, Khurram, Blaha, Michael J, Blaha, Michael J, Cainzos-Achirica, Miguel, Dardari, Zeina, Blankstein, Ron, Shaw, Leslee J, Rozanski, Alan, Rumberger, John A, Dzaye, Omar, Michos, Erin D, Berman, Daniel S, Budoff, Matthew J, Miedema, Michael D, Blumenthal, Roger S, and Nasir, Khurram
- Abstract
Background and aimsThe long-term associations between zero, minimal coronary artery calcium (CAC) and cause-specific mortality are currently unknown, particularly after accounting for competing risks with other causes of death.MethodsWe evaluated 66,363 individuals from the CAC Consortium (mean age 54 years, 33% women), a multi-center, retrospective cohort study of asymptomatic individuals undergoing CAC scoring for clinical risk assessment. Baseline evaluations occurred between 1991 and 2010.ResultsOver a mean of 12 years of follow-up, individuals with CAC = 0 (45% prevalence, mean age 45 years) had stable low rates of coronary heart disease (CHD) death, cardiovascular disease (CVD) death (ranging 0.32 to 0.43 per 1000 person-years), and all-cause death (1.38-1.62 per 1000 person-years). Cancer was the predominant cause of death in this group, yet rates were also very low (0.47-0.79 per 1000 person-years). Compared to CAC = 0, individuals with CAC 1-10 had an increased multivariable-adjusted risk of CVD death only under age 40. Individuals with CAC>10 had multivariable-adjusted increased risks of CHD death, CVD death and all-cause death at all ages, and a higher proportion of CVD deaths.ConclusionsCAC = 0 is a frequent finding among individuals undergoing CAC scanning for risk assessment and is associated with low rates of all-cause death at 12 years of follow-up. Our results support the emerging consensus that CAC = 0 represents a unique population with favorable all-cause prognosis who may be considered for more flexible treatment goals in primary prevention. Detection of any CAC in young adults could be used to trigger aggressive preventive interventions.
- Published
- 2020
23. All-cause and cause-specific mortality in individuals with zero and minimal coronary artery calcium: A long-term, competing risk analysis in the Coronary Artery Calcium Consortium.
- Author
-
Blaha, Michael J, Blaha, Michael J, Cainzos-Achirica, Miguel, Dardari, Zeina, Blankstein, Ron, Shaw, Leslee J, Rozanski, Alan, Rumberger, John A, Dzaye, Omar, Michos, Erin D, Berman, Daniel S, Budoff, Matthew J, Miedema, Michael D, Blumenthal, Roger S, Nasir, Khurram, Blaha, Michael J, Blaha, Michael J, Cainzos-Achirica, Miguel, Dardari, Zeina, Blankstein, Ron, Shaw, Leslee J, Rozanski, Alan, Rumberger, John A, Dzaye, Omar, Michos, Erin D, Berman, Daniel S, Budoff, Matthew J, Miedema, Michael D, Blumenthal, Roger S, and Nasir, Khurram
- Abstract
Background and aimsThe long-term associations between zero, minimal coronary artery calcium (CAC) and cause-specific mortality are currently unknown, particularly after accounting for competing risks with other causes of death.MethodsWe evaluated 66,363 individuals from the CAC Consortium (mean age 54 years, 33% women), a multi-center, retrospective cohort study of asymptomatic individuals undergoing CAC scoring for clinical risk assessment. Baseline evaluations occurred between 1991 and 2010.ResultsOver a mean of 12 years of follow-up, individuals with CAC = 0 (45% prevalence, mean age 45 years) had stable low rates of coronary heart disease (CHD) death, cardiovascular disease (CVD) death (ranging 0.32 to 0.43 per 1000 person-years), and all-cause death (1.38-1.62 per 1000 person-years). Cancer was the predominant cause of death in this group, yet rates were also very low (0.47-0.79 per 1000 person-years). Compared to CAC = 0, individuals with CAC 1-10 had an increased multivariable-adjusted risk of CVD death only under age 40. Individuals with CAC>10 had multivariable-adjusted increased risks of CHD death, CVD death and all-cause death at all ages, and a higher proportion of CVD deaths.ConclusionsCAC = 0 is a frequent finding among individuals undergoing CAC scanning for risk assessment and is associated with low rates of all-cause death at 12 years of follow-up. Our results support the emerging consensus that CAC = 0 represents a unique population with favorable all-cause prognosis who may be considered for more flexible treatment goals in primary prevention. Detection of any CAC in young adults could be used to trigger aggressive preventive interventions.
- Published
- 2020
24. Validation of the Coronary Artery Calcium Data and Reporting System (CAC-DRS): Dual importance of CAC score and CAC distribution from the Coronary Artery Calcium (CAC) consortium.
- Author
-
Dzaye, Omar, Dzaye, Omar, Dudum, Ramzi, Mirbolouk, Mohammadhassan, Orimoloye, Olusola A, Osei, Albert D, Dardari, Zeina A, Berman, Daniel S, Miedema, Michael D, Shaw, Leslee, Rozanski, Alan, Holdhoff, Matthias, Nasir, Khurram, Rumberger, John A, Budoff, Matthew J, Al-Mallah, Mouaz H, Blankstein, Ron, Blaha, Michael J, Dzaye, Omar, Dzaye, Omar, Dudum, Ramzi, Mirbolouk, Mohammadhassan, Orimoloye, Olusola A, Osei, Albert D, Dardari, Zeina A, Berman, Daniel S, Miedema, Michael D, Shaw, Leslee, Rozanski, Alan, Holdhoff, Matthias, Nasir, Khurram, Rumberger, John A, Budoff, Matthew J, Al-Mallah, Mouaz H, Blankstein, Ron, and Blaha, Michael J
- Abstract
BackgroundThe Coronary Artery Calcium Data and Reporting System (CAC-DRS), which takes into account the Agatston score category (A) and the number of calcified vessels (N) has not yet been validated in terms of its prognostic significance.MethodsWe included 54,678 patients from the CAC Consortium, a large retrospective clinical cohort of asymptomatic individuals free of baseline cardiovascular disease (CVD). CAC-DRS groups were derived from routine, cardiac-gated CAC scans. Cox proportional hazards regression models, adjusted for traditional CVD risk factors, were used to assess the association between CAC-DRS groups and CHD, CVD, and all-cause mortality. CAC-DRS was then compared to CAC score groups and regional CAC distribution using area under the curve (AUC) analysis.ResultsThe study population had a mean age of 54.2 ± 10.7, 34.4% female, and mean ASCVD score 7.3% ± 9.0. Over a mean follow-up of 12 ± 4 years, a total of 2,469 deaths (including 398 CHD deaths and 762 CVD deaths) were recorded. There was a graded risk for CHD, CVD and all-cause mortality with increasing CAC-DRS groups ranging from an all-cause mortality rate of 1.2 per 1,000 person-years for A0 to 15.4 per 1,000 person-years for A3/N4. In multivariable-adjusted models, those with CAC-DRS A3/N4 had significantly higher risk for CHD mortality (HR 5.9 (95% CI 3.6-9.9), CVD mortality (HR4.0 (95% CI 2.8-5.7), and all-cause mortality a (HR 2.5 (95% CI 2.1-3.0) compared to CAC-DRS A0. CAC-DRS had higher AUC than CAC score groups (0.762 vs 0.754, P < 0.001) and CAC distribution (0.762 vs 0.748, P < 0.001).ConclusionThe CAC-DRS system, combining the Agatston score and the number of vessels with CAC provides better stratification of risk for CHD, CVD, and all-cause death than the Agatston score alone. These prognostic data strongly support new SCCT guidelines recommending the use CAC-DRS scoring.
- Published
- 2020
25. Long-Term All-Cause and Cause-Specific Mortality in Asymptomatic Patients With CAC ≥1,000: Results From the CAC Consortium.
- Author
-
Peng, Allison W, Peng, Allison W, Mirbolouk, Mohammadhassan, Orimoloye, Olusola A, Osei, Albert D, Dardari, Zeina, Dzaye, Omar, Budoff, Matthew J, Shaw, Leslee, Miedema, Michael D, Rumberger, John, Berman, Daniel S, Rozanski, Alan, Al-Mallah, Mouaz H, Nasir, Khurram, Blaha, Michael J, Peng, Allison W, Peng, Allison W, Mirbolouk, Mohammadhassan, Orimoloye, Olusola A, Osei, Albert D, Dardari, Zeina, Dzaye, Omar, Budoff, Matthew J, Shaw, Leslee, Miedema, Michael D, Rumberger, John, Berman, Daniel S, Rozanski, Alan, Al-Mallah, Mouaz H, Nasir, Khurram, and Blaha, Michael J
- Abstract
ObjectivesThis study thoroughly explored the demographic and imaging characteristics, as well as the all-cause and cause-specific mortality risks of patients with a coronary artery calcium (CAC) score ≥1,000 in the largest dataset of this population to date.BackgroundCAC is commonly used to quantify cardiovascular risk. Current guidelines classify a CAC score of >300 or 400 as the highest risk group, yet little is known about the potentially unique imaging characteristics and mortality risk in individuals with a CAC score ≥1,000.MethodsA total of 66,636 asymptomatic adults were included from the CAC consortium, a large retrospective multicenter clinical cohort. Mean patient follow-up was 12.3 ± 3.9 years for patients with cardiovascular disease (CVD), coronary heart disease (CHD), cancer, and all-cause mortality. Multivariate Cox proportional hazards regression models adjusted for age, sex, and conventional risk factors were used to assess the relative mortality hazard of individuals with CAC ≥1,000 compared with, first, a CAC reference of 0, and second, with patients with a CAC score of 400 to 999.ResultsThere were 2,869 patients with CAC ≥1,000 (86.3% male, mean 66.3 ± 9.7 years of age). Most patients with CAC ≥1,000 had 4-vessel CAC (mean: 3.5 ± 0.6 vessels) and had greater total CAC area, higher mean CAC density, and more extracoronary calcium (79% with thoracic artery calcium, 46% with aortic valve calcium, and 21% with mitral valve calcium) than those with CAC scores of 400 to 999. After full adjustment, those with CAC ≥1,000 had a 5.04- (95% confidence interval [CI]: 3.92 to 6.48), 6.79- (95% CI: 4.74 to 9.73), 1.55- (95% CI:1.23 to 1.95), and 2.89-fold (95% CI: 2.53 to 3.31) risk of CVD, CHD, cancer, and all-cause mortality, respectively, compared to those with CAC score of 0. The CAC ≥1,000 group had a 1.71- (95% CI: 1.41 to 2.08), 1.84- (95% CI: 1.43 to 2.36), 1.36- (95% CI:1.07 to 1.73), and 1.51-fold (95% CI: 1.
- Published
- 2020
26. Interplay of Coronary Artery Calcium and Risk Factors for Predicting CVD/CHD Mortality: The CAC Consortium.
- Author
-
Grandhi, Gowtham R, Grandhi, Gowtham R, Mirbolouk, Mohammadhassan, Dardari, Zeina A, Al-Mallah, Mouaz H, Rumberger, John A, Shaw, Leslee J, Blankstein, Ron, Miedema, Michael D, Berman, Daniel S, Budoff, Matthew J, Krumholz, Harlan M, Blaha, Michael J, Nasir, Khurram, Grandhi, Gowtham R, Grandhi, Gowtham R, Mirbolouk, Mohammadhassan, Dardari, Zeina A, Al-Mallah, Mouaz H, Rumberger, John A, Shaw, Leslee J, Blankstein, Ron, Miedema, Michael D, Berman, Daniel S, Budoff, Matthew J, Krumholz, Harlan M, Blaha, Michael J, and Nasir, Khurram
- Abstract
ObjectivesThis study sought to evaluate the association and burden of coronary artery calcium (CAC) with long-term, cause-specific mortality across the spectrum of baseline risk.BackgroundAlthough CAC is a known predictor of short-term, all-cause mortality, data on long-term and cause-specific mortality are inadequate.MethodsThe CAC Consortium cohort is a multicenter cohort of 66,636 participants without coronary heart disease (CHD) who underwent CAC testing. The following risk factors (RFs) were considered: 1) current cigarette smoking; 2) dyslipidemia; 3) diabetes mellitus; 4) hypertension; and 5) family history of CHD.ResultsDuring the 12.5-years median follow-up, 3,158 (4.7%) deaths occurred; 32% were cardiovascular disease (CVD) deaths. Participants with CAC scores ≥400 had a significantly increased risk for CHD and CVD mortality (hazard ratio [HR]: 5.44; 95% confidence interval [CI]: 3.88 to 7.62; and HR: 4.15; 95% CI: 3.29 to 5.22, respectively) compared with CAC of 0. Participants with ≥3 RFs had a smaller increased risk for CHD and CVD mortality (HR: 2.09; 95% CI: 1.52 to 2.85; and HR: 1.84; 95% CI: 1.46 to 2.31, respectively) compared with those without RFs. Across RF strata, CAC added prognostic information. For example, participants without RFs but with CAC ≥400 had significantly higher all-cause, non-CVD, CVD, and CHD mortality rates compared with participants with ≥3 RFs and CAC of 0.ConclusionsAcross the spectrum of RF burden, a higher CAC score was strongly associated with long-term, all-cause mortality and a greater proportion of deaths due to CVD and CHD. Absence of CAC identified people with a low risk over 12 years of follow-up, with most deaths being non-CVD in nature, regardless of RF burden.
- Published
- 2020
27. Coronary Artery Calcium as a Synergistic Tool for the Age- and Sex-Specific Risk of Cardiovascular and Cancer Mortality: The Coronary Artery Calcium Consortium.
- Author
-
Dzaye, Omar, Dzaye, Omar, Al Rifai, Mahmoud, Dardari, Zeina, Shaw, Leslee J, Al-Mallah, Mouaz H, Handy Marshall, Catherine, Rozanski, Alan, Mortensen, Martin B, Duebgen, Matthias, Matsushita, Kunihiro, Rumberger, John A, Berman, Daniel S, Budoff, Matthew J, Miedema, Michael D, Nasir, Khurram, Blaha, Michael J, Whelton, Seamus P, Dzaye, Omar, Dzaye, Omar, Al Rifai, Mahmoud, Dardari, Zeina, Shaw, Leslee J, Al-Mallah, Mouaz H, Handy Marshall, Catherine, Rozanski, Alan, Mortensen, Martin B, Duebgen, Matthias, Matsushita, Kunihiro, Rumberger, John A, Berman, Daniel S, Budoff, Matthew J, Miedema, Michael D, Nasir, Khurram, Blaha, Michael J, and Whelton, Seamus P
- Abstract
Background Coronary artery calcium (CAC) is a predictor for the development of cardiovascular disease (CVD) and to a lesser extent cancer. The age- and sex-specific relationship of CAC with CVD and cancer mortality is unknown. Methods and Results Asymptomatic patients aged 40 to 75 years old without known CVD were included from the CAC Consortium. We calculated sex-specific mortality rates per 1000 person-years' follow-up. Using parametric survival regression modeling, we determined the age- and sex-specific CAC score at which the risk of death from CVD and cancer were equal. Among the 59 502 patients included in this analysis, the mean age was 54.9 (±8.5) years, 34% were women, and 89% were white. There were 671 deaths attributable to CVD and 954 deaths attributable to cancer over a mean follow-up of 12±3 years. Among patients with CAC=0, cancer was the leading cause of death, the total mortality rate was low (women, 1.8; men, 1.5), and the CVD mortality rate was exceedingly low for women (0.3) and men (0.3). The age-specific CAC score at which the risk of CVD and cancer mortality were equal had a U-shaped relationship for women, while the relationship was exponential for men. Conclusions The age- and sex-specific relationship of CAC with CVD and cancer mortality differed significantly for women and men. Our age- and sex-specific CAC score provides a more precise estimate and further facilitates the use of CAC as a synergistic tool in strategies for the prediction and prevention of CVD and cancer mortality.
- Published
- 2020
28. Association between coronary artery calcium and cardiovascular disease as a supporting cause in cancer: The CAC consortium.
- Author
-
Wang, Frances M, Wang, Frances M, Reiter-Brennan, Cara, Dardari, Zeina, Marshall, Catherine H, Nasir, Khurram, Miedema, Michael D, Berman, Daniel S, Rozanski, Alan, Rumberger, John A, Budoff, Matthew J, Dzaye, Omar, Blaha, Michael J, Wang, Frances M, Wang, Frances M, Reiter-Brennan, Cara, Dardari, Zeina, Marshall, Catherine H, Nasir, Khurram, Miedema, Michael D, Berman, Daniel S, Rozanski, Alan, Rumberger, John A, Budoff, Matthew J, Dzaye, Omar, and Blaha, Michael J
- Abstract
BackgroundIdentifying cancer patients at high risk of CVD is important for targeting CVD prevention strategies and evaluating chemotherapy options in the context of cardiotoxicity. Coronary artery calcium (CAC), a strong marker of coronary atherosclerosis, is used clinically to enhance risk assessment, yet the value of CAC for assessing risk of CVD complications in cancer is poorly understood.ObjectiveIn cases of cancer mortality, to determine the value of CAC for predicting risk of CVD as a supporting cause of death.MethodsThe CAC Consortium is a multi-center cohort of 66,636 asymptomatic adults without CVD who underwent CAC scanning. During a follow-up of 12.5 years, 1129 patients died of cancer and were included in this analysis. The primary outcome was presence of CVD listed as a supporting cause of cancer mortality on official death certificates obtained from the National Death Index. Logistic regression models were used to assess the odds of CVD being listed as a supporting cause of death by CAC.ResultsCVD was listed as a supporting cause of death in 306 (27%) cancer mortality cases. Baseline CAC was significantly higher in individuals with CVD-supported mortality. Odds ratios of having CVD-supported death increased by ASCVD risk score category [1.15 (0.81, 1.65) for 5-20% 10-year risk and 1.97 (1.36, 2.89) for ≥20% risk, in reference to <5% 10-year ASCVD risk] and CAC category [1.07 (0.73, 1.57) for CAC 1-99, 1.29 (0.87, 1.93) for CAC 100-399, and 2.14 (1.48, 3.09) for CAC ≥400 relative to CAC 0]. In the CAC ≥400 group, these associations remained significantly elevated after adjustment for traditional CVD risk factors [1.66 (1.08, 2.55)]. A sensitivity analysis using a more specific ASCVD-supported mortality outcome, defined as coronary heart disease, stroke, and peripheral artery disease, demonstrated that adjusted odds of ASCVD-supported cancer mortality were significantly elevated in the CAC ≥400 group relative to CAC 0 [3.09 (1.39, 7.38)].ConclusionsI
- Published
- 2020
29. Coronary Artery Calcium and the Age-Specific Competing Risk of Cardiovascular Versus Cancer Mortality: The Coronary Artery Calcium Consortium.
- Author
-
Whelton, Seamus P, Whelton, Seamus P, Rifai, Mahmoud Al, Marshall, Catherine Handy, Dardari, Zeina, Shaw, Leslee J, Al-Mallah, Mouaz H, Rozanski, Alan, Mortensen, Martin B, Dzaye, Omar, Bazzano, Lydia, Kelly, Tanika N, Matsushita, Kunihiro, Rumberger, John A, Berman, Daniel S, Budoff, Matthew J, Miedema, Michael D, Nasir, Khurram, Blaha, Michael J, Whelton, Seamus P, Whelton, Seamus P, Rifai, Mahmoud Al, Marshall, Catherine Handy, Dardari, Zeina, Shaw, Leslee J, Al-Mallah, Mouaz H, Rozanski, Alan, Mortensen, Martin B, Dzaye, Omar, Bazzano, Lydia, Kelly, Tanika N, Matsushita, Kunihiro, Rumberger, John A, Berman, Daniel S, Budoff, Matthew J, Miedema, Michael D, Nasir, Khurram, and Blaha, Michael J
- Abstract
BackgroundCoronary artery calcium (CAC) is a guideline recommended cardiovascular disease (CVD) risk stratification tool that increases with age and is associated with non-cardiovascular disease outcomes including cancer. We sought to define the age-specific change in the association between CAC and cause-specific mortality.MethodsThe Coronary Artery Calcium Consortium includes 59,502 asymptomatic patients age 40-75 without known CVD. Age-stratified mortality rates and parametric survival regression modeling was performed to estimate the age-specific CAC score at which CVD and cancer mortality risk were equal.ResultsThe mean age was 54±8 years (67% men) and there were 2,423 deaths over a mean 12±3 years follow-up. Among individuals with CAC = 0, cancer was the leading cause of death, with low CVD mortality rates for both younger (40-54 years) 0.2/1,000 person-years and older participants (65-75 years) 1.3/1,000 person-years. When CAC ≥400, CVD was consistently the leading cause of death among younger (71% of deaths) and older participants (56% of deaths). The CAC score at which CVD overtook cancer as the leading cause of death increased exponentially with age and was approximately 115 at age 50 and 380 at age 65.ConclusionsRegardless of age, when CAC = 0 cancer was the leading cause of death and the cardiovascular disease mortality rate was low. Our age-specific estimate for the CAC score at which CVD overtakes cancer mortality allows for a more precise approach to synergistic prediction and prevention strategies for CVD and cancer.
- Published
- 2020
30. Predictors of coronary artery calcium among 20-30-year-olds: The Coronary Artery Calcium Consortium.
- Author
-
Osei, Albert D, Osei, Albert D, Uddin, SM Iftekhar, Dzaye, Omar, Achirica, Miguel Cainzos, Dardari, Zeina A, Obisesan, Olufunmilayo H, Kianoush, Sina, Mirbolouk, Mohammadhassan, Orimoloye, Olusola A, Shaw, Leslee, Rumberger, John A, Berman, Daniel, Rozanski, Alan, Miedema, Michael D, Budoff, Matthew J, Vasan, Ramachandran S, Nasir, Khurram, Blaha, Michael J, Osei, Albert D, Osei, Albert D, Uddin, SM Iftekhar, Dzaye, Omar, Achirica, Miguel Cainzos, Dardari, Zeina A, Obisesan, Olufunmilayo H, Kianoush, Sina, Mirbolouk, Mohammadhassan, Orimoloye, Olusola A, Shaw, Leslee, Rumberger, John A, Berman, Daniel, Rozanski, Alan, Miedema, Michael D, Budoff, Matthew J, Vasan, Ramachandran S, Nasir, Khurram, and Blaha, Michael J
- Abstract
Background and aimsWe sought to understand the risk factor correlates of very early coronary artery calcium (CAC), and the potential investigational value of CAC phenotyping in adults aged 20-30 years.MethodsWe studied all participants aged 20-30 years at baseline (N = 373) in the Coronary Artery Calcium Consortium, a large multi-center cohort study of patients aged 18 years or older without known atherosclerotic cardiovascular disease (ASCVD) at baseline, referred for CAC scoring for clinical risk stratification. We described the prevalence of CAC in men and women, the frequency of risk factors by the presence of CAC (CAC = 0 vs CAC >0), and assessed the association between traditional non-demographic CVD risk factors (hypertension, hyperlipidemia, smoking, family history of CHD, and diabetes) and prevalent CAC, using age- and sex-adjusted logistic regression models.ResultsThe mean age of the study participants was 27.5 ± 2.4 years; 324 (86.9%) had CAC = 0, and 49 (13.1%) had CAC >0. Among the 49 participants with CAC, 38 (77.6%) were men, and median CAC score was low at 4.6. In age- and sex-adjusted models, there was a graded increase in the odds of CAC >0 with increasing traditional cardiovascular disease (CVD) risk factor burden (p = 0.001 for linear trend). Participants with ≥3 traditional risk factors had a statistically significant higher odds of having prevalent CAC (OR 5.57, 95% CI; 1.82-17.03) compared to participants with no risk factors.ConclusionsOur study demonstrates the non-negligible prevalence of CAC among very high-risk young US adults, reinforcing the critical importance of traditional risk factors in the earliest development of detectable subclinical ASCVD.
- Published
- 2020
31. Coronary Artery Calcium for Personalized Allocation of Aspirin in Primary Prevention of Cardiovascular Disease in 2019: The MESA Study (Multi-Ethnic Study of Atherosclerosis).
- Author
-
Cainzos-Achirica, Miguel, Cainzos-Achirica, Miguel, Miedema, Michael D, McEvoy, John W, Al Rifai, Mahmoud, Greenland, Philip, Dardari, Zeina, Budoff, Matthew, Blumenthal, Roger S, Yeboah, Joseph, Duprez, Daniel A, Mortensen, Martin Bødtker, Dzaye, Omar, Hong, Jonathan, Nasir, Khurram, Blaha, Michael J, Cainzos-Achirica, Miguel, Cainzos-Achirica, Miguel, Miedema, Michael D, McEvoy, John W, Al Rifai, Mahmoud, Greenland, Philip, Dardari, Zeina, Budoff, Matthew, Blumenthal, Roger S, Yeboah, Joseph, Duprez, Daniel A, Mortensen, Martin Bødtker, Dzaye, Omar, Hong, Jonathan, Nasir, Khurram, and Blaha, Michael J
- Abstract
BackgroundRecent American College of Cardiology/American Heart Association Primary Prevention Guidelines recommended considering low-dose aspirin therapy only among adults 40 to 70 years of age who are at higher atherosclerotic cardiovascular disease (ASCVD) risk but not at high risk of bleeding. However, it remains unclear how these patients are best identified. The present study aimed to assess the value of coronary artery calcium (CAC) for guiding aspirin allocation for primary prevention by using 2019 aspirin meta-analysis data on cardiovascular disease relative risk reduction and bleeding risk.MethodsThe study included 6470 participants from the MESA Study (Multi-Ethnic Study of Atherosclerosis). ASCVD risk was estimated using the pooled cohort equations, and 3 strata were defined: <5%, 5% to 20%, and >20%. All participants underwent CAC scoring at baseline, and CAC scores were stratified as =0, 1 to 99, ≥100, and ≥400. A 12% relative risk reduction in cardiovascular disease events was used for the 5-year number needed to treat (NNT5) calculations, and a 42% relative risk increase in major bleeding events was used for the 5-year number needed to harm (NNH5) estimations.ResultsOnly 5% of MESA participants would qualify for aspirin consideration for primary prevention according to the American College of Cardiology/American Heart Association guidelines and using >20% estimated ASCVD risk to define higher risk. Benefit/harm calculations were restricted to aspirin-naive participants <70 years of age not at high risk of bleeding (n=3540). The overall NNT5 with aspirin to prevent 1 cardiovascular disease event was 476 and the NNH5 was 355. The NNT5 was also greater than or similar to the NNH5 among estimated ASCVD risk strata. Conversely, CAC≥100 and CAC≥400 identified subgroups in which NNT5 was lower than NNH5. This was true both overall (for CAC≥100, NNT5=140 versus NNH5=518) and within ASCVD risk strata. Also, CAC=0 identified subgroups in which the N
- Published
- 2020
32. Coronary artery calcium and the competing long-term risk of cardiovascular vs. cancer mortality: the CAC Consortium.
- Author
-
Whelton, Seamus P, Whelton, Seamus P, Al Rifai, Mahmoud, Dardari, Zeina, Shaw, Leslee J, Al-Mallah, Mouaz H, Matsushita, Kunihiro, Rumberger, John A, Berman, Daniel S, Budoff, Matthew J, Miedema, Michael D, Nasir, Khurram, Blaha, Michael J, Whelton, Seamus P, Whelton, Seamus P, Al Rifai, Mahmoud, Dardari, Zeina, Shaw, Leslee J, Al-Mallah, Mouaz H, Matsushita, Kunihiro, Rumberger, John A, Berman, Daniel S, Budoff, Matthew J, Miedema, Michael D, Nasir, Khurram, and Blaha, Michael J
- Abstract
AimsCoronary artery calcium (CAC) is the strongest predictor of cardiovascular disease (CVD), yet is also associated with chronic non-CVD such as cancer. We performed this analysis in order to describe the association of CAC with CVD vs. cancer mortality.Methods and resultsThe CAC Consortium is comprised of 66 636 scans performed in asymptomatic patients without known CVD. The mean age was 54 ± 11 years and 67% of participants were men. Cause of death was ascertained from death certificates. The association of CAC with cause-specific mortality was calculated using Fine and Gray sub-distribution hazard ratio (SHR) models, which account for competing causes of death. There were 3158 deaths over a median 12 ± 4 years follow-up (37% cancer and 32% CVD). Cancer was the leading cause of death when CAC = 0 (50%) with CVD overtaking cancer when baseline CAC >300. Compared to participants with CAC = 0, the SHR for CVD mortality was 1.44 [95% confidence interval (CI) 1.14-1.81], 2.26 (95% CI 1.76-2.90), and 3.68 (95% CI 2.90-4.67) for patients with CAC 1-99, 100-299, and ≥300, and the SHR for cancer was 1.04 (95% CI 0.88-1.23), 1.19 (95% CI 0.98-1.46), and 1.30 (95% CI 1.07-1.58).ConclusionCancer was the leading cause of death for patients with baseline CAC = 0, whereas CVD overtook cancer above a threshold of CAC >300. These results argue for a focused approach for patients at the extremes of CAC scoring while suggesting that combined CVD and cancer primary prevention strategies for patients with intermediate CAC scores may significantly decrease mortality from the two leading causes of death.
- Published
- 2019
33. The association between left main coronary artery calcium and cardiovascular-specific and total mortality: The Coronary Artery Calcium Consortium.
- Author
-
Lahti, Steven J, Lahti, Steven J, Feldman, David I, Dardari, Zeina, Mirbolouk, Mohammadhassan, Orimoloye, Olusola A, Osei, Albert D, Graham, Garth, Rumberger, John, Shaw, Leslee, Budoff, Matthew J, Rozanski, Alan, Miedema, Michael D, Al-Mallah, Mouaz H, Berman, Dan, Nasir, Khurram, Blaha, Michael J, Lahti, Steven J, Lahti, Steven J, Feldman, David I, Dardari, Zeina, Mirbolouk, Mohammadhassan, Orimoloye, Olusola A, Osei, Albert D, Graham, Garth, Rumberger, John, Shaw, Leslee, Budoff, Matthew J, Rozanski, Alan, Miedema, Michael D, Al-Mallah, Mouaz H, Berman, Dan, Nasir, Khurram, and Blaha, Michael J
- Abstract
Background and aimsLeft main (LM) coronary artery disease is associated with greater myocardial infarction-related mortality, however, coronary artery calcium (CAC) scoring does not account for disease location. We explored whether LM CAC predicts excess mortality in asymptomatic adults.MethodsCause-specific cardiovascular and all-cause mortality was studied in 28,147 asymptomatic patients with non-zero CAC scores in the CAC Consortium. Multivariate regression was performed to evaluate if the presence and burden of LM CAC predict mortality after adjustment for clinical risk factors and the Agatston CAC score. We further analyzed the per-unit hazard associated with LM CAC in comparison to CAC in other arteries.ResultsThe study population had mean age of 58.3 ± 10 years and CAC score of 301 ± 631. LM CAC was present in 21.7% of the cases. During 312,398 patient-years of follow-up, 1,907 deaths were observed. LM CAC was associated with an increased burden of clinical risk factors and total CAC, and was independently predictive of increased hazard for all-cause (HR 1.2 [1.1, 1.3]) and cardiovascular disease death (HR 1.3 [1.1, 1.5]). The hazard for death increased proportionate to the percentage of CAC localized to the LM. On a per-100 Agatston unit basis, LM CAC was associated with a 6-9% incremental hazard for death beyond knowledge of CAC in other arteries.ConclusionsThe presence and high burden of left main CAC are independently associated with a 20-30% greater hazard for cardiovascular and total mortality in asymptomatic adults, arguing that LM CAC should be routinely noted in CAC score reports when present.
- Published
- 2019
34. Role of Coronary Artery Calcium for Stratifying Cardiovascular Risk in Adults With Hypertension.
- Author
-
Uddin, SM Iftekhar, Uddin, SM Iftekhar, Mirbolouk, Mohammadhassan, Kianoush, Sina, Orimoloye, Olusola A, Dardari, Zeina, Whelton, Seamus P, Miedema, Michael D, Nasir, Khurram, Rumberger, John A, Shaw, Leslee J, Berman, Daniel S, Budoff, Matthew J, McEvoy, John W, Matsushita, Kunihiro, Blaha, Michael J, Graham, Garth, Uddin, SM Iftekhar, Uddin, SM Iftekhar, Mirbolouk, Mohammadhassan, Kianoush, Sina, Orimoloye, Olusola A, Dardari, Zeina, Whelton, Seamus P, Miedema, Michael D, Nasir, Khurram, Rumberger, John A, Shaw, Leslee J, Berman, Daniel S, Budoff, Matthew J, McEvoy, John W, Matsushita, Kunihiro, Blaha, Michael J, and Graham, Garth
- Abstract
We examined the utility of coronary artery calcium (CAC) for cardiovascular risk stratification among hypertensive adults, including those fitting eligibility for SPRINT (Systolic Blood Pressure Intervention Trial). Additionally, we used CAC to identify hypertensive adults with cardiovascular disease (CVD) mortality rates equivalent to those observed in SPRINT who may, therefore, benefit from the most intensive blood pressure therapy. Our study population included 16 167 hypertensive patients from the CAC Consortium, among whom 6375 constituted a "SPRINT-like" population. We compared multivariable-adjusted hazard ratios of coronary heart disease and CVD deaths by CAC category (0, 1-99, 100-399, ≥400). Additionally, we generated a CAC-CVD mortality curve for patients aged >50 years to determine what CAC scores were associated with CVD death rates observed in SPRINT. Mean age was 58.1±10.6 years. During a mean follow-up of 11.6±3.6 years, there were 409 CVD deaths and 207 coronary heart disease deaths. Increasing CAC scores were associated with increased coronary heart disease and CVD mortality (coronary heart disease-CAC 100-399: hazard ratio [95% CI] 1.88 [1.04-3.40], CAC ≥400: 4.16 [2.34-7.39]; CVD-CAC 100-399: 1.93 [1.31-2.83], CAC ≥400: 3.51 [2.40-5.13]). A similar increased risk was observed across 10-year atherosclerotic CVD risk categories and in the SPRINT-like population. A CAC score of 220 (confidence range, 165-270) was associated with the CVD mortality rate observed in SPRINT. CAC risk stratifies adults with hypertension, including those who are SPRINT eligible. A CAC score of 220 can identify hypertensive adults with SPRINT-level CVD mortality risk and, therefore, may be reasonable for identifying candidates for aggressive blood pressure therapy.
- Published
- 2019
35. Association of Coronary Artery Calcium With Long-term, Cause-Specific Mortality Among Young Adults.
- Author
-
Miedema, Michael D, Miedema, Michael D, Dardari, Zeina A, Nasir, Khurram, Blankstein, Ron, Knickelbine, Thomas, Oberembt, Sandra, Shaw, Leslee, Rumberger, John, Michos, Erin D, Rozanski, Alan, Berman, Daniel S, Budoff, Matthew J, Blaha, Michael J, Miedema, Michael D, Miedema, Michael D, Dardari, Zeina A, Nasir, Khurram, Blankstein, Ron, Knickelbine, Thomas, Oberembt, Sandra, Shaw, Leslee, Rumberger, John, Michos, Erin D, Rozanski, Alan, Berman, Daniel S, Budoff, Matthew J, and Blaha, Michael J
- Abstract
ImportanceThe level of coronary artery calcium (CAC) can effectively stratify cardiovascular risk in middle-aged and older adults, but its utility for young adults is unclear.ObjectivesTo determine the prevalence of CAC in adults aged 30 to 49 years and the subsequent association of CAC with coronary heart disease (CHD), cardiovascular disease (CVD), and all-cause mortality.Design, setting, and participantsA multicenter retrospective cohort study was conducted among 22 346 individuals from the CAC Consortium who underwent CAC testing (baseline examination, 1991-2010, with follow-up through June 30, 2014; CAC quantified using nonconrast, cardiac-gated computed tomography scans) for clinical indications and were followed up for cause-specific mortality. Participants were free of clinical CVD at baseline. Statistical analysis was performed from June 1, 2017, to May 31, 2018.Main outcomes and measuresThe prevalence of CAC and the subsequent rates of CHD, CVD, and all-cause mortality. Competing risks regression modeling was used to calculate multivariable-adjusted subdistribution hazard ratios for CHD and CVD mortality.ResultsThe sample of 22 346 participants (25.0% women and 75.0% men; mean [SD] age, 43.5 [4.5] years) had a high prevalence of hyperlipidemia (49.6%) and family history of CHD (49.3%) but a low prevalence of current smoking (11.0%) and diabetes (3.9%). The prevalence of any CAC was 34.4%, with 7.2% having a CAC score of more than 100. During follow-up (mean [SD], 12.7 [4.0] years), there were 40 deaths related to CHD, 84 deaths related to CVD, and 298 total deaths. A total of 27 deaths related to CHD (67.5%) occurred among individuals with CAC at baseline. The CHD mortality rate per 1000 person-years was 10-fold higher among those with a CAC score of more than 100 (0.69; 95% CI, 0.41-1.16) compared with those with a CAC score of 0 (0.07; 95% CI, 0.04-0.12). After multivariable adjustment, those with a CAC score of more than 100 had a significantly increase
- Published
- 2019
36. Association of Coronary Artery Calcium With Long-term, Cause-Specific Mortality Among Young Adults.
- Author
-
Miedema, Michael D, Miedema, Michael D, Dardari, Zeina A, Nasir, Khurram, Blankstein, Ron, Knickelbine, Thomas, Oberembt, Sandra, Shaw, Leslee, Rumberger, John, Michos, Erin D, Rozanski, Alan, Berman, Daniel S, Budoff, Matthew J, Blaha, Michael J, Miedema, Michael D, Miedema, Michael D, Dardari, Zeina A, Nasir, Khurram, Blankstein, Ron, Knickelbine, Thomas, Oberembt, Sandra, Shaw, Leslee, Rumberger, John, Michos, Erin D, Rozanski, Alan, Berman, Daniel S, Budoff, Matthew J, and Blaha, Michael J
- Abstract
ImportanceThe level of coronary artery calcium (CAC) can effectively stratify cardiovascular risk in middle-aged and older adults, but its utility for young adults is unclear.ObjectivesTo determine the prevalence of CAC in adults aged 30 to 49 years and the subsequent association of CAC with coronary heart disease (CHD), cardiovascular disease (CVD), and all-cause mortality.Design, setting, and participantsA multicenter retrospective cohort study was conducted among 22 346 individuals from the CAC Consortium who underwent CAC testing (baseline examination, 1991-2010, with follow-up through June 30, 2014; CAC quantified using nonconrast, cardiac-gated computed tomography scans) for clinical indications and were followed up for cause-specific mortality. Participants were free of clinical CVD at baseline. Statistical analysis was performed from June 1, 2017, to May 31, 2018.Main outcomes and measuresThe prevalence of CAC and the subsequent rates of CHD, CVD, and all-cause mortality. Competing risks regression modeling was used to calculate multivariable-adjusted subdistribution hazard ratios for CHD and CVD mortality.ResultsThe sample of 22 346 participants (25.0% women and 75.0% men; mean [SD] age, 43.5 [4.5] years) had a high prevalence of hyperlipidemia (49.6%) and family history of CHD (49.3%) but a low prevalence of current smoking (11.0%) and diabetes (3.9%). The prevalence of any CAC was 34.4%, with 7.2% having a CAC score of more than 100. During follow-up (mean [SD], 12.7 [4.0] years), there were 40 deaths related to CHD, 84 deaths related to CVD, and 298 total deaths. A total of 27 deaths related to CHD (67.5%) occurred among individuals with CAC at baseline. The CHD mortality rate per 1000 person-years was 10-fold higher among those with a CAC score of more than 100 (0.69; 95% CI, 0.41-1.16) compared with those with a CAC score of 0 (0.07; 95% CI, 0.04-0.12). After multivariable adjustment, those with a CAC score of more than 100 had a significantly increase
- Published
- 2019
37. Association of Coronary Artery Calcium With Long-term, Cause-Specific Mortality Among Young Adults.
- Author
-
Miedema, Michael D, Miedema, Michael D, Dardari, Zeina A, Nasir, Khurram, Blankstein, Ron, Knickelbine, Thomas, Oberembt, Sandra, Shaw, Leslee, Rumberger, John, Michos, Erin D, Rozanski, Alan, Berman, Daniel S, Budoff, Matthew J, Blaha, Michael J, Miedema, Michael D, Miedema, Michael D, Dardari, Zeina A, Nasir, Khurram, Blankstein, Ron, Knickelbine, Thomas, Oberembt, Sandra, Shaw, Leslee, Rumberger, John, Michos, Erin D, Rozanski, Alan, Berman, Daniel S, Budoff, Matthew J, and Blaha, Michael J
- Abstract
ImportanceThe level of coronary artery calcium (CAC) can effectively stratify cardiovascular risk in middle-aged and older adults, but its utility for young adults is unclear.ObjectivesTo determine the prevalence of CAC in adults aged 30 to 49 years and the subsequent association of CAC with coronary heart disease (CHD), cardiovascular disease (CVD), and all-cause mortality.Design, setting, and participantsA multicenter retrospective cohort study was conducted among 22 346 individuals from the CAC Consortium who underwent CAC testing (baseline examination, 1991-2010, with follow-up through June 30, 2014; CAC quantified using nonconrast, cardiac-gated computed tomography scans) for clinical indications and were followed up for cause-specific mortality. Participants were free of clinical CVD at baseline. Statistical analysis was performed from June 1, 2017, to May 31, 2018.Main outcomes and measuresThe prevalence of CAC and the subsequent rates of CHD, CVD, and all-cause mortality. Competing risks regression modeling was used to calculate multivariable-adjusted subdistribution hazard ratios for CHD and CVD mortality.ResultsThe sample of 22 346 participants (25.0% women and 75.0% men; mean [SD] age, 43.5 [4.5] years) had a high prevalence of hyperlipidemia (49.6%) and family history of CHD (49.3%) but a low prevalence of current smoking (11.0%) and diabetes (3.9%). The prevalence of any CAC was 34.4%, with 7.2% having a CAC score of more than 100. During follow-up (mean [SD], 12.7 [4.0] years), there were 40 deaths related to CHD, 84 deaths related to CVD, and 298 total deaths. A total of 27 deaths related to CHD (67.5%) occurred among individuals with CAC at baseline. The CHD mortality rate per 1000 person-years was 10-fold higher among those with a CAC score of more than 100 (0.69; 95% CI, 0.41-1.16) compared with those with a CAC score of 0 (0.07; 95% CI, 0.04-0.12). After multivariable adjustment, those with a CAC score of more than 100 had a significantly increase
- Published
- 2019
38. Coronary artery calcium and the competing long-term risk of cardiovascular vs. cancer mortality: the CAC Consortium.
- Author
-
Whelton, Seamus P, Whelton, Seamus P, Al Rifai, Mahmoud, Dardari, Zeina, Shaw, Leslee J, Al-Mallah, Mouaz H, Matsushita, Kunihiro, Rumberger, John A, Berman, Daniel S, Budoff, Matthew J, Miedema, Michael D, Nasir, Khurram, Blaha, Michael J, Whelton, Seamus P, Whelton, Seamus P, Al Rifai, Mahmoud, Dardari, Zeina, Shaw, Leslee J, Al-Mallah, Mouaz H, Matsushita, Kunihiro, Rumberger, John A, Berman, Daniel S, Budoff, Matthew J, Miedema, Michael D, Nasir, Khurram, and Blaha, Michael J
- Abstract
AimsCoronary artery calcium (CAC) is the strongest predictor of cardiovascular disease (CVD), yet is also associated with chronic non-CVD such as cancer. We performed this analysis in order to describe the association of CAC with CVD vs. cancer mortality.Methods and resultsThe CAC Consortium is comprised of 66 636 scans performed in asymptomatic patients without known CVD. The mean age was 54 ± 11 years and 67% of participants were men. Cause of death was ascertained from death certificates. The association of CAC with cause-specific mortality was calculated using Fine and Gray sub-distribution hazard ratio (SHR) models, which account for competing causes of death. There were 3158 deaths over a median 12 ± 4 years follow-up (37% cancer and 32% CVD). Cancer was the leading cause of death when CAC = 0 (50%) with CVD overtaking cancer when baseline CAC >300. Compared to participants with CAC = 0, the SHR for CVD mortality was 1.44 [95% confidence interval (CI) 1.14-1.81], 2.26 (95% CI 1.76-2.90), and 3.68 (95% CI 2.90-4.67) for patients with CAC 1-99, 100-299, and ≥300, and the SHR for cancer was 1.04 (95% CI 0.88-1.23), 1.19 (95% CI 0.98-1.46), and 1.30 (95% CI 1.07-1.58).ConclusionCancer was the leading cause of death for patients with baseline CAC = 0, whereas CVD overtook cancer above a threshold of CAC >300. These results argue for a focused approach for patients at the extremes of CAC scoring while suggesting that combined CVD and cancer primary prevention strategies for patients with intermediate CAC scores may significantly decrease mortality from the two leading causes of death.
- Published
- 2019
39. Role of Coronary Artery Calcium for Stratifying Cardiovascular Risk in Adults With Hypertension.
- Author
-
Uddin, SM Iftekhar, Uddin, SM Iftekhar, Mirbolouk, Mohammadhassan, Kianoush, Sina, Orimoloye, Olusola A, Dardari, Zeina, Whelton, Seamus P, Miedema, Michael D, Nasir, Khurram, Rumberger, John A, Shaw, Leslee J, Berman, Daniel S, Budoff, Matthew J, McEvoy, John W, Matsushita, Kunihiro, Blaha, Michael J, Graham, Garth, Uddin, SM Iftekhar, Uddin, SM Iftekhar, Mirbolouk, Mohammadhassan, Kianoush, Sina, Orimoloye, Olusola A, Dardari, Zeina, Whelton, Seamus P, Miedema, Michael D, Nasir, Khurram, Rumberger, John A, Shaw, Leslee J, Berman, Daniel S, Budoff, Matthew J, McEvoy, John W, Matsushita, Kunihiro, Blaha, Michael J, and Graham, Garth
- Abstract
We examined the utility of coronary artery calcium (CAC) for cardiovascular risk stratification among hypertensive adults, including those fitting eligibility for SPRINT (Systolic Blood Pressure Intervention Trial). Additionally, we used CAC to identify hypertensive adults with cardiovascular disease (CVD) mortality rates equivalent to those observed in SPRINT who may, therefore, benefit from the most intensive blood pressure therapy. Our study population included 16 167 hypertensive patients from the CAC Consortium, among whom 6375 constituted a "SPRINT-like" population. We compared multivariable-adjusted hazard ratios of coronary heart disease and CVD deaths by CAC category (0, 1-99, 100-399, ≥400). Additionally, we generated a CAC-CVD mortality curve for patients aged >50 years to determine what CAC scores were associated with CVD death rates observed in SPRINT. Mean age was 58.1±10.6 years. During a mean follow-up of 11.6±3.6 years, there were 409 CVD deaths and 207 coronary heart disease deaths. Increasing CAC scores were associated with increased coronary heart disease and CVD mortality (coronary heart disease-CAC 100-399: hazard ratio [95% CI] 1.88 [1.04-3.40], CAC ≥400: 4.16 [2.34-7.39]; CVD-CAC 100-399: 1.93 [1.31-2.83], CAC ≥400: 3.51 [2.40-5.13]). A similar increased risk was observed across 10-year atherosclerotic CVD risk categories and in the SPRINT-like population. A CAC score of 220 (confidence range, 165-270) was associated with the CVD mortality rate observed in SPRINT. CAC risk stratifies adults with hypertension, including those who are SPRINT eligible. A CAC score of 220 can identify hypertensive adults with SPRINT-level CVD mortality risk and, therefore, may be reasonable for identifying candidates for aggressive blood pressure therapy.
- Published
- 2019
40. The association between left main coronary artery calcium and cardiovascular-specific and total mortality: The Coronary Artery Calcium Consortium.
- Author
-
Lahti, Steven J, Lahti, Steven J, Feldman, David I, Dardari, Zeina, Mirbolouk, Mohammadhassan, Orimoloye, Olusola A, Osei, Albert D, Graham, Garth, Rumberger, John, Shaw, Leslee, Budoff, Matthew J, Rozanski, Alan, Miedema, Michael D, Al-Mallah, Mouaz H, Berman, Dan, Nasir, Khurram, Blaha, Michael J, Lahti, Steven J, Lahti, Steven J, Feldman, David I, Dardari, Zeina, Mirbolouk, Mohammadhassan, Orimoloye, Olusola A, Osei, Albert D, Graham, Garth, Rumberger, John, Shaw, Leslee, Budoff, Matthew J, Rozanski, Alan, Miedema, Michael D, Al-Mallah, Mouaz H, Berman, Dan, Nasir, Khurram, and Blaha, Michael J
- Abstract
Background and aimsLeft main (LM) coronary artery disease is associated with greater myocardial infarction-related mortality, however, coronary artery calcium (CAC) scoring does not account for disease location. We explored whether LM CAC predicts excess mortality in asymptomatic adults.MethodsCause-specific cardiovascular and all-cause mortality was studied in 28,147 asymptomatic patients with non-zero CAC scores in the CAC Consortium. Multivariate regression was performed to evaluate if the presence and burden of LM CAC predict mortality after adjustment for clinical risk factors and the Agatston CAC score. We further analyzed the per-unit hazard associated with LM CAC in comparison to CAC in other arteries.ResultsThe study population had mean age of 58.3 ± 10 years and CAC score of 301 ± 631. LM CAC was present in 21.7% of the cases. During 312,398 patient-years of follow-up, 1,907 deaths were observed. LM CAC was associated with an increased burden of clinical risk factors and total CAC, and was independently predictive of increased hazard for all-cause (HR 1.2 [1.1, 1.3]) and cardiovascular disease death (HR 1.3 [1.1, 1.5]). The hazard for death increased proportionate to the percentage of CAC localized to the LM. On a per-100 Agatston unit basis, LM CAC was associated with a 6-9% incremental hazard for death beyond knowledge of CAC in other arteries.ConclusionsThe presence and high burden of left main CAC are independently associated with a 20-30% greater hazard for cardiovascular and total mortality in asymptomatic adults, arguing that LM CAC should be routinely noted in CAC score reports when present.
- Published
- 2019
41. Coronary artery calcium scoring in low risk patients with family history of coronary heart disease: Validation of the SCCT guideline approach in the coronary artery calcium consortium.
- Author
-
Dudum, Ramzi, Dudum, Ramzi, Dzaye, Omar, Mirbolouk, Mohammadhassan, Dardari, Zeina A, Orimoloye, Olusola A, Budoff, Matthew J, Berman, Daniel S, Rozanski, Alan, Miedema, Michael D, Nasir, Khurram, Rumberger, John A, Shaw, Leslee, Whelton, Seamus P, Graham, Garth, Blaha, Michael J, Dudum, Ramzi, Dudum, Ramzi, Dzaye, Omar, Mirbolouk, Mohammadhassan, Dardari, Zeina A, Orimoloye, Olusola A, Budoff, Matthew J, Berman, Daniel S, Rozanski, Alan, Miedema, Michael D, Nasir, Khurram, Rumberger, John A, Shaw, Leslee, Whelton, Seamus P, Graham, Garth, and Blaha, Michael J
- Abstract
BACKGROUND:The Society of Cardiovascular Computed Tomography (SCCT) recommends consideration of coronary artery calcium (CAC) scoring among individuals with a family history (FH) of coronary heart disease (CHD) and atherosclerotic cardiovascular disease (ASCVD) risk <5%. No dedicated study has examined the prognostic significance of CAC scoring among this population. METHODS:The CAC Consortium is a multi-center observational cohort study from four clinical centers linked to long-term follow-up for cause-specific mortality. All CAC scans were physician referred and performed in patients without a history of CHD. Our analysis includes 14,169 patients with ASCVD scores <5% and self-reported FH of CHD. RESULTS:This cohort had a mean age of 48.1 (SD 7.4), was 91.3% white, 47.4% female, had an average ASCVD score of 2.3% (SD 1.3), and 59.4% had a CAC = 0. The event rate for all-cause mortality was 1.2 per 1000 person-years, 0.3 per 1000 person-years for CVD-specific mortality, and 0.2 per 1000 person-years for CHD-specific mortality. In multivariable Cox proportional hazard models, those with CAC>100 had a 2.2 (95% CI 1.5-3.3) higher risk of all-cause mortality, 4.3 (95% CI 1.9-9.5) times higher risk of CVD-specific mortality, and a 10.4 (95% CI 3.2-33.7) times higher risk of CHD-specific mortality compared to individuals with CAC = 0. The NNS to detect CAC >100 in this sample was 9. CONCLUSION:In otherwise low risk patients with FH of CHD, CAC>100 were associated with increased risk of all-cause and CHD mortality with event rates in a range that may benefit with preventive pharmacotherapy. These data strongly support new SCCT recommendations regarding testing of patients with a family history of CHD.
- Published
- 2019
42. Impact of C-Reactive Protein and Coronary Artery Calcium on Benefit Observed With Atorvastatin.
- Author
-
Blaha, Michael J, Blaha, Michael J, Nasir, Khurram, Budoff, Matthew J, Dardari, Zeina A, Blumenthal, Roger S, Pollack, Simcha, Reichek, Nathaniel, Guerci, Alan D, Blaha, Michael J, Blaha, Michael J, Nasir, Khurram, Budoff, Matthew J, Dardari, Zeina A, Blumenthal, Roger S, Pollack, Simcha, Reichek, Nathaniel, and Guerci, Alan D
- Published
- 2018
43. Race/Ethnicity and the Prognostic Implications of Coronary Artery Calcium for All-Cause and Cardiovascular Disease Mortality: The Coronary Artery Calcium Consortium.
- Author
-
Orimoloye, Olusola A, Orimoloye, Olusola A, Budoff, Matthew J, Dardari, Zeina A, Mirbolouk, Mohammadhassan, Uddin, SM Iftekhar, Berman, Daniel S, Rozanski, Alan, Shaw, Leslee J, Rumberger, John A, Nasir, Khurram, Miedema, Michael D, Blumenthal, Roger S, Blaha, Michael J, Orimoloye, Olusola A, Orimoloye, Olusola A, Budoff, Matthew J, Dardari, Zeina A, Mirbolouk, Mohammadhassan, Uddin, SM Iftekhar, Berman, Daniel S, Rozanski, Alan, Shaw, Leslee J, Rumberger, John A, Nasir, Khurram, Miedema, Michael D, Blumenthal, Roger S, and Blaha, Michael J
- Abstract
Background Coronary artery calcium (CAC) predicts cardiovascular disease (CVD) events; however, less is known about how its prognostic implications vary by race/ethnicity. Methods and Results A total of 38 277 whites, 1621 Asians, 977 blacks, and 1349 Hispanics from the CAC Consortium (mean age 55 years, 35% women) were followed over a median of 11.7 years. Modeling CAC in continuous and categorical (CAC=0; CAC 1-99; CAC 100-399; CAC ≥400) forms, we assessed its predictive value for all-cause and CVD mortality by race/ethnicity using Cox proportional hazards and Fine and Gray competing-risk regression, respectively. We also assessed the impact of race/ethnicity on risk within individual CAC strata, using whites as the reference. Models were adjusted for traditional cardiovascular risk factors. Increased CAC was associated with higher total and CVD mortality risk in all race/ethnicity groups, including Asians. However, the risk gradient with increasing CAC was more pronounced in blacks and Hispanics. In Fine and Gray subdistribution hazards models adjusted for traditional cardiovascular risk factors and CAC (continuous), blacks (subdistribution hazard ratio 3.4, 95% confidence interval, 2.5-4.8) and Hispanics (subdistribution hazard ratio 2.3, 95% confidence interval, 1.6-3.2) showed greater risk of CVD mortality when compared with whites, while Asians had risk similar to whites. These race/ethnic differences persisted when CAC=0. Conclusions CAC predicts all-cause and CVD mortality in all studied race/ethnicity groups, including Asians and Hispanics, who may be poorly represented by the Pooled Cohort Equations. Blacks and Hispanics may have greater mortality risk compared with whites and Asians after adjusting for atherosclerosis burden, with potential implications for US race/ethnic healthcare disparities research.
- Published
- 2018
44. Relation of Coronary Artery Calcium and Extra-Coronary Aortic Calcium to Incident Hypertension (from the Multi-Ethnic Study of Atherosclerosis).
- Author
-
Aladin, Amer I, Aladin, Amer I, Al Rifai, Mahmoud, Rasool, Shereen H, Dardari, Zeina, Yeboah, Joseph, Nasir, Khurram, Budoff, Matthew J, Psaty, Bruce M, Blumenthal, Roger S, Blaha, Michael J, McEvoy, John W, Aladin, Amer I, Aladin, Amer I, Al Rifai, Mahmoud, Rasool, Shereen H, Dardari, Zeina, Yeboah, Joseph, Nasir, Khurram, Budoff, Matthew J, Psaty, Bruce M, Blumenthal, Roger S, Blaha, Michael J, and McEvoy, John W
- Abstract
Arterial calcification reflects an atherosclerotic process associated with vascular stiffness. Whether baseline coronary artery calcium (CAC) and extra-coronary calcium (ECC), measured using noncontrast computed tomography imaging, are associated with incident hypertension is poorly understood. We studied participants from the Multi-Ethnic Study of Atherosclerosis without measured or self-reported hypertension at baseline. Incident hypertension was defined by blood pressure criteria (BP, ≥140/90 mmHg), BP medication use, or both, and was assessed at in-person visits. We analyzed incident hypertension using multivariable-adjusted discrete-time proportional hazards models. Net reclassification improvement (NRI) assessed whether CAC reclassified hypertension risk when added to the Framingham hypertension risk score. Among 3,304 subjects analyzed, mean age was 59 ± 10 years; 48% were male and 42% were white. There were 1,283 incident hypertension cases over a median (interquartile range) follow-up time of 10.6 (4.5, 11.5) years. Each 1-unit increase in ln(CAC+1) was independently associated with a 12% higher risk of hypertension (95% confidence interval [CI] 9% to 16%). Relative to CAC = 0, patients with CAC >400 had a hazard ratio for incident hypertension of 2.2 (95% CI 1.8 to 2.9). There was no interaction by age, gender, or baseline BP (p = 0.43, 0.19, 0.09, respectively). Continuous NRI analyses demonstrated that CAC can reclassify risk of incident hypertension; NRI = 0.19 (95% CI 0.10 to 0.26). Furthermore, all measurements of ECC were significantly associated with incident hypertension, even after adjustment for CAC (hazard ratios ranging from 1.36 to 1.38). In conclusion, patients with CAC and ECC are at markedly higher risk of incident hypertension and may benefit from more intensified prevention efforts.
- Published
- 2018
45. Sex differences in calcified plaque and long-term cardiovascular mortality: observations from the CAC Consortium.
- Author
-
Shaw, Leslee J, Shaw, Leslee J, Min, James K, Nasir, Khurram, Xie, Joe X, Berman, Daniel S, Miedema, Michael D, Whelton, Seamus P, Dardari, Zeina A, Rozanski, Alan, Rumberger, John, Bairey Merz, C Noel, Al-Mallah, Mouaz H, Budoff, Matthew J, Blaha, Michael J, Shaw, Leslee J, Shaw, Leslee J, Min, James K, Nasir, Khurram, Xie, Joe X, Berman, Daniel S, Miedema, Michael D, Whelton, Seamus P, Dardari, Zeina A, Rozanski, Alan, Rumberger, John, Bairey Merz, C Noel, Al-Mallah, Mouaz H, Budoff, Matthew J, and Blaha, Michael J
- Abstract
AimsPathologic evidence supports unique sex-specific mechanisms as precursors for acute cardiovascular (CV) events. Current evidence on long-term CV risk among women when compared with men based on measures of coronary artery calcium (CAC) remains incomplete.Methods and resultsA total of 63 215 asymptomatic women and men were enrolled in the multicentre, CAC Consortium with median follow-up of 12.6 years. Pooled cohort equation (PCE) risk scores and risk factor data were collected with the Agatston score and other CAC measures (number of lesions and vessels, lesion size, volume, and plaque density). Cox proportional hazard models were employed to estimate CV mortality (n = 919). Sex interactions were calculated. Women and men had average PCE risk scores of 5.8% and 9.1% (P < 0.001). Within CAC subgroups, women had fewer calcified lesions (P < 0.0001) and vessels (P = 0.017), greater lesion size (P < 0.0001), and higher plaque density (P = 0.013) when compared with men. For women and men without CAC, long-term CV mortality was similar (P = 0.67), whereas detectable CAC was associated with 1.3-higher hazard for CV death among women when compared with men (P < 0001). Cardiovascular mortality was higher among women with more extensive, numerous, or larger CAC lesions. The relative hazard for cardiovascular disease (CVD) mortality for women and men was 8.2 vs. 5.1 for multivessel CAC, 8.6 vs. 5.9 for ≥5 CAC lesions, and 8.5 vs. 4.4 for a lesion size ≥15 mm3, respectively. Additional explorations revealed that women with larger sized and more numerous CAC lesions had 2.2-fold higher CVD mortality (P < 0.0001) as compared to men. Moreover, CAC density was not predictive of CV mortality in women (P = 0.51) but was for men (P < 0.001), when controlling for CAC volume and cardiac risk factors.ConclusionOur overall findings support that measures beyond the Agatston score provide important clues to sex differences in atherosclerotic plaque and may further refi
- Published
- 2018
46. Relation of Coronary Artery Calcium and Extra-Coronary Aortic Calcium to Incident Hypertension (from the Multi-Ethnic Study of Atherosclerosis).
- Author
-
Aladin, Amer I, Aladin, Amer I, Al Rifai, Mahmoud, Rasool, Shereen H, Dardari, Zeina, Yeboah, Joseph, Nasir, Khurram, Budoff, Matthew J, Psaty, Bruce M, Blumenthal, Roger S, Blaha, Michael J, McEvoy, John W, Aladin, Amer I, Aladin, Amer I, Al Rifai, Mahmoud, Rasool, Shereen H, Dardari, Zeina, Yeboah, Joseph, Nasir, Khurram, Budoff, Matthew J, Psaty, Bruce M, Blumenthal, Roger S, Blaha, Michael J, and McEvoy, John W
- Abstract
Arterial calcification reflects an atherosclerotic process associated with vascular stiffness. Whether baseline coronary artery calcium (CAC) and extra-coronary calcium (ECC), measured using noncontrast computed tomography imaging, are associated with incident hypertension is poorly understood. We studied participants from the Multi-Ethnic Study of Atherosclerosis without measured or self-reported hypertension at baseline. Incident hypertension was defined by blood pressure criteria (BP, ≥140/90 mmHg), BP medication use, or both, and was assessed at in-person visits. We analyzed incident hypertension using multivariable-adjusted discrete-time proportional hazards models. Net reclassification improvement (NRI) assessed whether CAC reclassified hypertension risk when added to the Framingham hypertension risk score. Among 3,304 subjects analyzed, mean age was 59 ± 10 years; 48% were male and 42% were white. There were 1,283 incident hypertension cases over a median (interquartile range) follow-up time of 10.6 (4.5, 11.5) years. Each 1-unit increase in ln(CAC+1) was independently associated with a 12% higher risk of hypertension (95% confidence interval [CI] 9% to 16%). Relative to CAC = 0, patients with CAC >400 had a hazard ratio for incident hypertension of 2.2 (95% CI 1.8 to 2.9). There was no interaction by age, gender, or baseline BP (p = 0.43, 0.19, 0.09, respectively). Continuous NRI analyses demonstrated that CAC can reclassify risk of incident hypertension; NRI = 0.19 (95% CI 0.10 to 0.26). Furthermore, all measurements of ECC were significantly associated with incident hypertension, even after adjustment for CAC (hazard ratios ranging from 1.36 to 1.38). In conclusion, patients with CAC and ECC are at markedly higher risk of incident hypertension and may benefit from more intensified prevention efforts.
- Published
- 2018
47. Impact of C-Reactive Protein and Coronary Artery Calcium on Benefit Observed With Atorvastatin.
- Author
-
Blaha, Michael J, Blaha, Michael J, Nasir, Khurram, Budoff, Matthew J, Dardari, Zeina A, Blumenthal, Roger S, Pollack, Simcha, Reichek, Nathaniel, Guerci, Alan D, Blaha, Michael J, Blaha, Michael J, Nasir, Khurram, Budoff, Matthew J, Dardari, Zeina A, Blumenthal, Roger S, Pollack, Simcha, Reichek, Nathaniel, and Guerci, Alan D
- Published
- 2018
48. Race/Ethnicity and the Prognostic Implications of Coronary Artery Calcium for All-Cause and Cardiovascular Disease Mortality: The Coronary Artery Calcium Consortium.
- Author
-
Orimoloye, Olusola A, Orimoloye, Olusola A, Budoff, Matthew J, Dardari, Zeina A, Mirbolouk, Mohammadhassan, Uddin, SM Iftekhar, Berman, Daniel S, Rozanski, Alan, Shaw, Leslee J, Rumberger, John A, Nasir, Khurram, Miedema, Michael D, Blumenthal, Roger S, Blaha, Michael J, Orimoloye, Olusola A, Orimoloye, Olusola A, Budoff, Matthew J, Dardari, Zeina A, Mirbolouk, Mohammadhassan, Uddin, SM Iftekhar, Berman, Daniel S, Rozanski, Alan, Shaw, Leslee J, Rumberger, John A, Nasir, Khurram, Miedema, Michael D, Blumenthal, Roger S, and Blaha, Michael J
- Abstract
Background Coronary artery calcium (CAC) predicts cardiovascular disease (CVD) events; however, less is known about how its prognostic implications vary by race/ethnicity. Methods and Results A total of 38 277 whites, 1621 Asians, 977 blacks, and 1349 Hispanics from the CAC Consortium (mean age 55 years, 35% women) were followed over a median of 11.7 years. Modeling CAC in continuous and categorical (CAC=0; CAC 1-99; CAC 100-399; CAC ≥400) forms, we assessed its predictive value for all-cause and CVD mortality by race/ethnicity using Cox proportional hazards and Fine and Gray competing-risk regression, respectively. We also assessed the impact of race/ethnicity on risk within individual CAC strata, using whites as the reference. Models were adjusted for traditional cardiovascular risk factors. Increased CAC was associated with higher total and CVD mortality risk in all race/ethnicity groups, including Asians. However, the risk gradient with increasing CAC was more pronounced in blacks and Hispanics. In Fine and Gray subdistribution hazards models adjusted for traditional cardiovascular risk factors and CAC (continuous), blacks (subdistribution hazard ratio 3.4, 95% confidence interval, 2.5-4.8) and Hispanics (subdistribution hazard ratio 2.3, 95% confidence interval, 1.6-3.2) showed greater risk of CVD mortality when compared with whites, while Asians had risk similar to whites. These race/ethnic differences persisted when CAC=0. Conclusions CAC predicts all-cause and CVD mortality in all studied race/ethnicity groups, including Asians and Hispanics, who may be poorly represented by the Pooled Cohort Equations. Blacks and Hispanics may have greater mortality risk compared with whites and Asians after adjusting for atherosclerosis burden, with potential implications for US race/ethnic healthcare disparities research.
- Published
- 2018
49. Sex differences in calcified plaque and long-term cardiovascular mortality: observations from the CAC Consortium.
- Author
-
Shaw, Leslee J, Shaw, Leslee J, Min, James K, Nasir, Khurram, Xie, Joe X, Berman, Daniel S, Miedema, Michael D, Whelton, Seamus P, Dardari, Zeina A, Rozanski, Alan, Rumberger, John, Bairey Merz, C Noel, Al-Mallah, Mouaz H, Budoff, Matthew J, Blaha, Michael J, Shaw, Leslee J, Shaw, Leslee J, Min, James K, Nasir, Khurram, Xie, Joe X, Berman, Daniel S, Miedema, Michael D, Whelton, Seamus P, Dardari, Zeina A, Rozanski, Alan, Rumberger, John, Bairey Merz, C Noel, Al-Mallah, Mouaz H, Budoff, Matthew J, and Blaha, Michael J
- Abstract
AimsPathologic evidence supports unique sex-specific mechanisms as precursors for acute cardiovascular (CV) events. Current evidence on long-term CV risk among women when compared with men based on measures of coronary artery calcium (CAC) remains incomplete.Methods and resultsA total of 63 215 asymptomatic women and men were enrolled in the multicentre, CAC Consortium with median follow-up of 12.6 years. Pooled cohort equation (PCE) risk scores and risk factor data were collected with the Agatston score and other CAC measures (number of lesions and vessels, lesion size, volume, and plaque density). Cox proportional hazard models were employed to estimate CV mortality (n = 919). Sex interactions were calculated. Women and men had average PCE risk scores of 5.8% and 9.1% (P < 0.001). Within CAC subgroups, women had fewer calcified lesions (P < 0.0001) and vessels (P = 0.017), greater lesion size (P < 0.0001), and higher plaque density (P = 0.013) when compared with men. For women and men without CAC, long-term CV mortality was similar (P = 0.67), whereas detectable CAC was associated with 1.3-higher hazard for CV death among women when compared with men (P < 0001). Cardiovascular mortality was higher among women with more extensive, numerous, or larger CAC lesions. The relative hazard for cardiovascular disease (CVD) mortality for women and men was 8.2 vs. 5.1 for multivessel CAC, 8.6 vs. 5.9 for ≥5 CAC lesions, and 8.5 vs. 4.4 for a lesion size ≥15 mm3, respectively. Additional explorations revealed that women with larger sized and more numerous CAC lesions had 2.2-fold higher CVD mortality (P < 0.0001) as compared to men. Moreover, CAC density was not predictive of CV mortality in women (P = 0.51) but was for men (P < 0.001), when controlling for CAC volume and cardiac risk factors.ConclusionOur overall findings support that measures beyond the Agatston score provide important clues to sex differences in atherosclerotic plaque and may further refi
- Published
- 2018
50. The prognostic value of high sensitivity C-reactive protein in a multi-ethnic population after >10 years of follow-up: The Multi-Ethnic Study of Atherosclerosis (MESA).
- Author
-
Cainzos-Achirica, Miguel, Cainzos-Achirica, Miguel, Miedema, Michael D, McEvoy, John W, Cushman, Mary, Dardari, Zeina, Greenland, Philip, Nasir, Khurram, Budoff, Matthew J, Al-Mallah, Mouaz H, Yeboah, Joseph, Blumenthal, Roger S, Comin-Colet, Josep, Blaha, Michael J, Cainzos-Achirica, Miguel, Cainzos-Achirica, Miguel, Miedema, Michael D, McEvoy, John W, Cushman, Mary, Dardari, Zeina, Greenland, Philip, Nasir, Khurram, Budoff, Matthew J, Al-Mallah, Mouaz H, Yeboah, Joseph, Blumenthal, Roger S, Comin-Colet, Josep, and Blaha, Michael J
- Abstract
BackgroundThe prognostic value of hsCRP in contemporary multi-ethnic populations is unclear, particularly in statin users. The aim of this study was to characterize the prognostic utility of hsCRP for atherosclerotic CVD (ASCVD) risk prediction in a multi-ethnic population including non-users and users of statins followed for >13 years. Associations with heart failure (HF), atrial fibrillation (AF), venous thromboembolism (VTE), cancer, and all-cause death were also examined.Methods and resultsWe evaluated 6757 participants from the Multi-Ethnic Study of Atherosclerosis (MESA; 1002 using statins at baseline), median follow-up 13.2 years. Higher levels of hsCRP were associated with a higher risk of all study endpoints in the unadjusted Cox Proportional Hazards regression analyses, except AF. Among non-users of statins, hsCRP only remained associated with VTE after adjusting for ASCVD risk factors, and did not improve risk prediction. Among users of statins, hsCRP did not improve ASCVD risk prediction either, although it was strongly associated with incident HF (HR for hsCRP ≥ 2 vs <2 mg/L 3.99; 95% CI 2.02, 7.90) and all-cause death (HR 1.52; 95% CI 1.11, 2.08) in multivariable analyses, and hsCRP significantly improved prediction of HF (area under the curve [AUC] basic model 0.741, AUC basic + hsCRP 0.788).ConclusionsThe utility of hsCRP for ASCVD prediction was modest. On the other hand, hsCRP was associated with incident VTE in statin non-users, and all-cause mortality and HF in statin users. In the latter, hsCRP improved the prediction of incident HF events. This finding should be replicated in larger cohorts.
- Published
- 2018
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.