1,799 results on '"Matthew J. Budoff"'
Search Results
2. Clinical and Coronary Plaque Predictors of Atherosclerotic Nonresponse to Statin Therapy
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Sophie E. van Rosendael, Inge J. van den Hoogen, Fay Y. Lin, Daniele Andreini, Mouaz H. Al-Mallah, Matthew J. Budoff, Filippo Cademartiri, Kavitha Chinnaiyan, Jung Hyun Choi, Edoardo Conte, Hugo Marques, Pedro de Araújo Gonçalves, Ilan Gottlieb, Martin Hadamitzky, Jonathon A. Leipsic, Erica Maffei, Gianluca Pontone, Gilbert L. Raff, Sanghoon Shin, Yong-Jin Kim, Byoung Kwon Lee, Eun Ju Chun, Ji Min Sung, Sang-Eun Lee, Renu Virmani, Habib Samady, Peter H. Stone, James K. Min, Jagat Narula, Leslee J. Shaw, Hyuk-Jae Chang, Alexander R. van Rosendael, and Jeroen J. Bax
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Radiology, Nuclear Medicine and imaging ,Cardiology and Cardiovascular Medicine - Published
- 2023
3. Dealing with calcification in the coronary arteries
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Jairo Aldana-Bitar, Ronald P. Karlsberg, and Matthew J. Budoff
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Internal Medicine ,General Medicine ,Cardiology and Cardiovascular Medicine - Published
- 2023
4. Association between coronary artery calcium and thoracic spine bone mineral density: Multiethnic Study of Atherosclerosis (MESA)
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Venkat S. Manubolu, Song Mao, April Kinninger, Suraj Dahal, Khadije Ahmad, Ruby Havistin, Yanlin Gao, Chris Dailing, J. Jeffrey Carr, Sion K. Roy, and Matthew J. Budoff
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Nutrition and Dietetics ,Endocrinology, Diabetes and Metabolism ,Medicine (miscellaneous) ,Cardiology and Cardiovascular Medicine - Published
- 2023
5. Coronary Artery Calcium Dispersion and Cause-Specific Mortality
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Ramzi Dudum, Zeina A. Dardari, David I. Feldman, Daniel S. Berman, Matthew J. Budoff, Michael D. Miedema, Khurram Nasir, Alan Rozanski, John A. Rumberger, Leslee Shaw, Omar Dzaye, Miguel Caínzos-Achirica, Jaideep Patel, and Michael J. Blaha
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Cardiology and Cardiovascular Medicine - Published
- 2023
6. Associations of urinary isoprostanes with measures of subclinical atherosclerosis: The Multi-Ethnic Study of Atherosclerosis (MESA)
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Ryan L. Wallace, Oluseye Ogunmoroti, Di Zhao, Dhananjay Vaidya, Amir Heravi, Eliseo Guallar, Chiadi E. Ndumele, Joao A.C. Lima, Pamela Ouyang, Matthew J. Budoff, Matthew Allison, Isac Thomas, Oluwaseun E. Fashanu, Ron Hoogeveen, Wendy S. Post, and Erin D. Michos
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Aging ,Heart Disease ,Good Health and Well Being ,Clinical Research ,Prevention ,Internal Medicine ,Atherosclerosis ,Cardiovascular ,Cardiology and Cardiovascular Medicine ,Heart Disease - Coronary Heart Disease - Abstract
BackgroundUrinary isoprostanes are markers of systemic oxidative stress, which is implicated in the pathogenesis of atherosclerotic cardiovascular disease (ASCVD). Coronary artery calcium (CAC), thoracic aortic calcium (TAC) and carotid plaque are measure subclinical atherosclerosis and prognosticate ASCVD risk. We examined the associations between urinary isoprostane levels and measures of plaque prevalence, burden, incidence and progression across three vascular beds in a cohort from the Multi-Ethnic Study of Atherosclerosis.MethodsUrinary levels of 8-isoprostane and 2,3-dinor-8-F2-isoprostane were measured in 1089 participants (mean±SD 62±8 years, 48% women) at baseline. Participants underwent computed tomography for CAC and TAC, and duplex ultrasound for carotid plaque. TAC and CAC were reassessed at 2.4 and 10 years, respectively. Regression models were adjusted for CVD risk factors.ResultsIn adjusted models, there were no significant associations between isoprostane levels with CAC prevalence or progression. Highest versus lowest tertile of 8-isoprostane was associated with 28% lower prevalence of descending TAC at baseline [prevalence ratio (PR) 0.72 95% CI (0.56, 0.94)], while 1-SD higher 2,3-dinor-8-F2-isoprostane was associated with 96% higher incident ascending TAC at follow-up [Relative Risk 1.96 (1.24, 3.09)]. Highest versus lowest tertile of isoprostane measures were associated with 22% higher prevalence of carotid plaque [(PR 1.22 (1.04, 1.45)] and 14% difference [3,26] in greater extent of carotid plaque at baseline.ConclusionsHigher urinary isoprostanes were inconsistently associated with some measures of subclinical atherosclerosis by imaging. This suggests a limited role of urinary isoprostane levels as a prognostic marker for the development of ASCVD.Trial registrationThe MESA cohort design is registered at clinicaltrials.gov as follows: https://clinicaltrials.gov/ct2/show/NCT00005487.
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- 2023
7. High-Density Lipoprotein and Long-Term Incidence and Progression of Aortic Valve Calcification: The Multi-Ethnic Study of Atherosclerosis
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Anna E. Bortnick, Petra Buzkova, James D. Otvos, Majken K. Jensen, Michael Y. Tsai, Matthew J. Budoff, Rachel H. Mackey, Samar R. El Khoudary, Elda Favari, Ryung S. Kim, Carlos J. Rodriguez, George Thanassoulis, and Jorge R. Kizer
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Male ,Aortic Valve ,Incidence ,Cholesterol, HDL ,Calcinosis ,Humans ,Aortic Valve Stenosis ,Cardiology and Cardiovascular Medicine ,Atherosclerosis ,Lipoproteins, HDL ,Cholesterol Ester Transfer Proteins - Abstract
Background: Aortic valve calcification (AVC) shares pathological features with atherosclerosis. Lipoprotein components have been detected in aortic valve tissue, including HDL (high-density lipoprotein). HDL measures have inverse associations with cardiovascular disease, but relationships with long-term AVC progression are unclear. We investigated associations of HDL cholesterol, HDL-particle number and size, apoC3-defined HDL subtypes, and, secondarily, CETP (cholesteryl ester transfer protein) mass and activity, with long-term incidence and progression of AVC. Methods: We used linear mixed-effects models to evaluate the associations of baseline HDL indices with AVC. AVC was quantified by Agatston scoring of up to 3 serial computed tomography scans over a median of 8.9 (maximum 11.2) years of follow-up in the Multi-Ethnic Study of Atherosclerosis (n=6784). Results: After adjustment, higher concentrations of HDL-C (high-density lipoprotein cholesterol), HDL-P (HDL particles), large HDL-P, and apoC3-lacking HDL-C were significantly associated with lower incidence/progression of AVC. Neither small or medium HDL-P nor apoC3-containing HDL-C was significantly associated with AVC incidence/progression. When included together, a significant association was observed only for HDL-C, but not for HDL-P. Secondary analyses showed an inverse relationship between CETP mass, but not activity, and AVC incidence/progression. In exploratory assessments, inverse associations for HDL-C, HDL-P, large HDL-P, and apoC3-lacking HDL with AVC incidence/progression were more pronounced for older, male, and White participants. ApoC3-containing HDL-C only showed a positive association with AVC in these subgroups. Conclusions: In a multiethnic population, HDL-C, HDL-P, large HDL-P, and apoC3-lacking HDL-C were inversely associated with long-term incidence and progression of AVC. Further investigation of HDL composition and mechanisms could be useful in understanding pathways that slow AVC.
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- 2023
8. Risk factors based vessel‐specific prediction for stages of coronary artery disease using Bayesian quantile regression machine learning method: Results from the PARADIGM registry
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Hyung‐Bok Park, Jina Lee, Yongtaek Hong, So Byungchang, Wonse Kim, Byoung K. Lee, Fay Y. Lin, Martin Hadamitzky, Yong‐Jin Kim, Edoardo Conte, Daniele Andreini, Gianluca Pontone, Matthew J. Budoff, Ilan Gottlieb, Eun Ju Chun, Filippo Cademartiri, Erica Maffei, Hugo Marques, Pedro de A. Gonçalves, Jonathon A. Leipsic, Sanghoon Shin, Jung H. Choi, Renu Virmani, Habib Samady, Kavitha Chinnaiyan, Peter H. Stone, Daniel S. Berman, Jagat Narula, Leslee J. Shaw, Jeroen J. Bax, James K. Min, Woong Kook, and Hyuk‐Jae Chang
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cardiovascular risk factors ,Prevention ,Bayes Theorem ,Coronary Artery Disease ,General Medicine ,Cardiorespiratory Medicine and Haematology ,Coronary Angiography ,Cardiovascular ,Atherosclerosis ,Coronary Vessels ,Angina Pectoris ,Machine Learning ,Heart Disease ,Cardiovascular System & Hematology ,Risk Factors ,Humans ,Registries ,Cardiology and Cardiovascular Medicine ,Heart Disease - Coronary Heart Disease - Abstract
Background and hypothesisThe recently introduced Bayesian quantile regression (BQR) machine-learning method enables comprehensive analyzing the relationship among complex clinical variables. We analyzed the relationship between multiple cardiovascular (CV) risk factors and different stages of coronary artery disease (CAD) using the BQR model in a vessel-specific manner.MethodsFrom the data of 1,463 patients obtained from the PARADIGM (NCT02803411) registry, we analyzed the lumen diameter stenosis (DS) of the three vessels: left anterior descending (LAD), left circumflex (LCx), and right coronary artery (RCA). Two models for predicting DS and DS changes were developed. Baseline CV risk factors, symptoms, and laboratory test results were used as the inputs. The conditional 10%, 25%, 50%, 75%, and 90% quantile functions of the maximum DS and DS change of the three vessels were estimated using the BQR model.ResultsThe 90th percentiles of the DS of the three vessels and their maximum DS change were 41%-50% and 5.6%-7.3%, respectively. Typical anginal symptoms were associated with the highest quantile (90%) of DS in the LAD; diabetes with higher quantiles (75% and 90%) of DS in the LCx; dyslipidemia with the highest quantile (90%) of DS in the RCA; and shortness of breath showed some association with the LCx and RCA. Interestingly, High-density lipoprotein cholesterol showed a dynamic association along DS change in the per-patient analysis.ConclusionsThis study demonstrates the clinical utility of the BQR model for evaluating the comprehensive relationship between risk factors and baseline-grade CAD and its progression.
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- 2023
9. Ischemia With Nonobstructive Coronary Arteries
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Harmony R. Reynolds, Ariel Diaz, Derek D. Cyr, Leslee J. Shaw, G.B. John Mancini, Jonathon Leipsic, Matthew J. Budoff, James K. Min, Cameron J. Hague, Daniel S. Berman, Bernard R. Chaitman, Michael H. Picard, Sean W. Hayes, Marielle Scherrer-Crosbie, Raymond Y. Kwong, Renato D. Lopes, Roxy Senior, Sudhanshu K. Dwivedi, Todd D. Miller, Benjamin J.W. Chow, Ramesh de Silva, Gregg W. Stone, William E. Boden, Sripal Bangalore, Sean M. O’Brien, Judith S. Hochman, and David J. Maron
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Radiology, Nuclear Medicine and imaging ,Cardiology and Cardiovascular Medicine - Published
- 2023
10. Mortality impact of low CAC density predominantly occurs in early atherosclerosis: explainable ML in the CAC consortium
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Fay Y. Lin, Benjamin P. Goebel, Benjamin C. Lee, Yao Lu, Lohendran Baskaran, Yeonyee E. Yoon, Gabriel Thomas Maliakal, Umberto Gianni, A. Maxim Bax, Partho P. Sengupta, Piotr J. Slomka, Damini S. Dey, Alan Rozanski, Donghee Han, Daniel S. Berman, Matthew J. Budoff, Michael D. Miedema, Khurram Nasir, John Rumberger, Seamus P. Whelton, Michael J. Blaha, and Leslee J. Shaw
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Radiology, Nuclear Medicine and imaging ,Cardiology and Cardiovascular Medicine - Abstract
Machine learning (ML) models of risk prediction with coronary artery calcium (CAC) and CAC characteristics exhibit high performance, but are not inherently interpretable.To determine the direction and magnitude of impact of CAC characteristics on 10-year all-cause mortality (ACM) with explainable ML.We analyzed asymptomatic subjects in the CAC consortium. We trained ML models on 80% and tested on 20% of the data with XGBoost, using clinical characteristics + CAC (ML 1) and additional CAC characteristics of CAC density and number of calcified vessels (ML 2). We applied SHAP, an explainable ML tool, to explore the relationship of CAC and CAC characteristics with 10-year all-cause and CV mortality.2376 deaths occurred among 63,215 patients [68% male, median age 54 (IQR 47-61), CAC 3 (IQR 0-94.3)]. ML2 was similar to ML1 to predict all-cause mortality (Area Under the Curve (AUC) 0.819 vs 0.821, p = 0.23), but superior for CV mortality (0.847 vs 0.845, p = 0.03). Low CAC density increased mortality impact, particularly ≤0.75. Very low CAC density ≤0.75 was present in only 4.3% of the patients with measurable density, and 75% occurred in CAC1-100. The number of diseased vessels did not increase mortality overall when simultaneously accounting for CAC and CAC density.CAC density contributes to mortality risk primarily when it is very low ≤0.75, which is primarily observed in CAC 1-100. CAC and CAC density are more important for mortality prediction than the number of diseased vessels, and improve prediction of CV but not all-cause mortality. Explainable ML techniques are useful to describe granular relationships in otherwise opaque prediction models.
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- 2023
11. Major Global Coronary Artery Calcium Guidelines
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Ilana S. Golub, Orly G. Termeie, Stephanie Kristo, Lucia P. Schroeder, Suvasini Lakshmanan, Ahmed M. Shafter, Luay Hussein, Dhiran Verghese, Jairo Aldana-Bitar, Venkat S. Manubolu, and Matthew J. Budoff
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Radiology, Nuclear Medicine and imaging ,Cardiology and Cardiovascular Medicine - Abstract
This review summarizes the framework behind global guidelines of coronary artery calcium (CAC) in atherosclerotic cardiovascular disease risk assessment, for applications in both the clinical setting and preventive therapy. By comparing similarities and differences in recommendations, this review identifies most notable common features for the application of CAC presented by different cardiovascular societies across the world. Guidelines included from North America are as follows: 1) the 2019 American College of Cardiology/American Heart Association Guideline on the Primary Prevention of Cardiovascular Disease; and 2) the 2021 Canadian Cardiovascular Society Guidelines for the Management of Dyslipidemia for Prevention of Adult Cardiovascular Disease. The authors also included European guidelines: 1) the 2019 European Society for Cardiology/European Atherosclerosis Society Guidelines for the Management of Dyslipidemias; and 2) the 2016 National Institute for Health and Care Excellence Clinical Guidelines. In this comparison, the authors also discuss: 1) the Cardiac Society of Australia and New Zealand Guidelines on CAC; 2) the Chinese Society of Cardiology Guidelines; and 3) the Japanese Atherosclerosis Society Guidelines for Prevention of Atherosclerotic Cardiovascular Diseases. Last, they include statements made by specialty societies including the National Lipid Association, Society of Cardiovascular Computed Tomography, and U.S. Preventive Services Task Force. Utilizing an in-depth review of clinical evidence, these guidelines emphasize the importance of CAC in the primary and secondary prevention of atherosclerotic cardiovascular disease. International guidelines all empower a dynamic clinician-patient relationship and advocate for individualized discussions regarding disease management and pharmacotherapy treatment. Some differences in precise coronary artery calcium score intervals, risk cut points, treatment thresholds, and stratifiers of specific patient subgroups do exist. However, international guidelines employ more similarities than differences from both a clinical and functional perspective. Understanding the parallels among international coronary artery calcium guidelines is essential for clinicians to correctly adjudicate personalized statin and aspirin therapy and further medical management.
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- 2023
12. Chronic obstructive pulmonary disease and the risk for myocardial infarction by type in people with HIV
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Kristina Crothers, Robin M. Nance, Bridget M. Whitney, Barbara N. Harding, Susan R. Heckbert, Matthew J. Budoff, William C. Mathews, Laura Bamford, Edward R. Cachay, Joseph J. Eron, Sonia Napravnik, Richard D. Moore, Jeanne C. Keruly, Amanda Willig, Greer Burkholder, Matthew J. Feinstein, Michael S. Saag, Mari M. Kitahata, Heidi M. Crane, and Joseph A.C. Delaney
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Infectious Diseases ,Immunology ,Immunology and Allergy - Published
- 2022
13. Physical Activity, Muscle Oxidative Capacity, and Coronary Artery Calcium in Smokers with and without COPD
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Nicholas B Tiller, April Kinninger, Asghar Abbasi, Richard Casaburi, Harry B Rossiter, Matthew J Budoff, and Alessandra Adami
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Chronic Obstructive ,muscle ,Chronic Obstructive Pulmonary Disease ,Respiratory System ,physical activity ,Coronary Artery Disease ,International Journal of Chronic Obstructive Pulmonary Disease ,Cardiorespiratory Medicine and Haematology ,Cardiovascular ,Pulmonary Disease ,Pulmonary Disease, Chronic Obstructive ,oxidative capacity ,Clinical Research ,Tobacco ,Humans ,COPD ,Exercise ,Lung ,coronary artery calcium ,Retrospective Studies ,Smokers ,Tobacco Smoke and Health ,Muscles ,Prevention ,General Medicine ,respiratory ,Coronary Vessels ,Oxidative Stress ,Calcium - Abstract
Nicholas B Tiller,1 April Kinninger,2 Asghar Abbasi,1 Richard Casaburi,1 Harry B Rossiter,1 Matthew J Budoff,2 Alessandra Adami3 1Institute of Respiratory Medicine and Exercise Physiology, Division of Respiratory and Critical Care Physiology and Medicine, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA; 2Division of Cardiology, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA; 3Department of Kinesiology, University of Rhode Island, Kingston, RI, USACorrespondence: Harry B Rossiter, Institute of Respiratory Medicine and Exercise Physiology, Division of Respiratory and Critical Care Physiology and Medicine, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, 1124 W. Carson Street, CDCRC Building, Torrance, CA, 90502, USA, Tel +1 310-222-8200, Email hrossiter@lundquist.orgIntroduction: Severe chronic obstructive pulmonary disease (COPD) is partly characterized by diminished skeletal muscle oxidative capacity and concurrent dyslipidemia. It is unknown whether such metabolic derangements increase the risk of cardiovascular disease. This study explored associations among physical activity (PA), muscle oxidative capacity, and coronary artery calcium (CAC) in COPDGene participants.Methods: Data from current and former smokers with COPD (n = 75) and normal spirometry (n = 70) were retrospectively analyzed. Physical activity was measured for seven days using triaxial accelerometry (steps/day and vector magnitude units [VMU]) along with the aggregate of self-reported PA amount and PA difficulty using the PROactive D-PPAC instrument. Muscle oxidative capacity (k) was assessed via near-infrared spectroscopy, and CAC was assessed via chest computerized tomography.Results: Relative to controls, COPD patients exhibited higher CAC (median [IQR], 31 [0â 431] vs 264 [40â 799] HU; p = 0.003), lower k (mean ± SD = 1.66 ± 0.48 vs 1.25 ± 0.37 minâ 1; p < 0.001), and lower D-PPAC total score (65.2 ± 9.9 vs 58.8 ± 13.2; p = 0.003). Multivariate analysisâadjusting for age, sex, race, diabetes, disease severity, hyperlipidemia, smoking status, and hypertensionârevealed a significant negative association between CAC and D-PPAC total score (β, â 0.05; p = 0.013), driven primarily by D-PPAC difficulty score (β, â 0.03; p = 0.026). A 1 unit increase in D-PPAC total score was associated with a 5% lower CAC (p = 0.013). There was no association between CAC and either k, steps/day, VMU, or D-PPAC amount.Conclusion: Patients with COPD and concomitantly elevated CAC exhibit greater perceptions of difficulty when performing daily activities. This may have implications for exercise adherence and risk of overall physical decline.Keywords: coronary artery calcium, COPD, muscle, oxidative capacity, physical activity, respiratory
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- 2022
14. EPA Versus Mixed EPA/DHA Plus Statin for Coronary Atherosclerosis
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John P. Sheppard, Suvasini Lakshmanan, Suraj Dahal, Sion K. Roy, Deepak L. Bhatt, Matthew J. Budoff, and John R. Nelson
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Radiology, Nuclear Medicine and imaging ,Cardiology and Cardiovascular Medicine - Published
- 2022
15. Obstructive coronary artery disease in symptomatic diabetics with zero coronary calcium score: are we missing something?
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Francesca, Calicchio, Venkat Sanjay, Manubolu, Suraj, Dahal, April, Kinninger, Ruby, Havistin, Suvasini, Lakshmanan, Khadije, Ahmad, Sion K, Roy, and Matthew J, Budoff
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Adult ,Male ,Computed Tomography Angiography ,Coronary Artery Disease ,General Medicine ,Middle Aged ,Coronary Angiography ,Plaque, Atherosclerotic ,Risk Factors ,Predictive Value of Tests ,Diabetes Mellitus ,Humans ,Female ,Calcium ,Cardiology and Cardiovascular Medicine ,Aged - Abstract
Prevalence and severity of coronary artery disease (CAD) in symptomatic patients with zero coronary artery calcium score (CACS) are unclear, particularly in regard to the diabetic population, which represents, per se, a subgroup at increased cardiovascular risk. The aim of this study was to investigate the prevalence and severity of CAD by coronary computed tomography angiography (CCTA) in a symptomatic diabetic cohort with zero CACS.All consecutive symptomatic diabetics referred for CAD suspicion were included in this study. All subjects underwent a noncontrast coronary artery calcium scan followed by CCTA. CACS was quantified using the Agatston method. CAD was defined as a total plaque score (TPS) greater than zero. Obstructive and severe obstructive CAD were defined respectively as luminal stenosis50% and70% in at least one coronary segment.We identified 1722 symptomatic diabetics (mean age 62.5 ± 12.9 years, 62% men). One hundred and eleven subjects had zero CACS and TPS0 (mean age was 49.5 ± 14.8, 58% women, 56% Hispanics). Sixty-five patients (58.5%) had one-vessel disease, followed by 30 (27%) with two-vessel disease and 14 (12.6%) with ≥ three-vessel disease. Obstructive CAD was found in 11 subjects and, among these, three were categorized as severe obstructive CAD.In symptomatic diabetic patients with zero CACS, CAD, including obstructive disease, can still occur and is predominant in middle-aged adults, women and Hispanics. In symptomatic diabetics CCTA is a critical step for accurate risk stratification even when CACS would have placed some of these individuals in a lower-risk category.
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- 2022
16. Coronary Atherosclerosis in an Asymptomatic U.S. Population
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Khurram Nasir, Miguel Cainzos-Achirica, Javier Valero-Elizondo, Shozab S. Ali, Ruby Havistin, Suvasini Lakshman, Michael J. Blaha, Ron Blankstein, Michael D. Shapiro, Lara Arias, Anshul Saxena, Theodore Feldman, Matthew J. Budoff, Jack A. Ziffer, Jonathan Fialkow, and Ricardo C. Cury
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Radiology, Nuclear Medicine and imaging ,Cardiology and Cardiovascular Medicine - Published
- 2022
17. Quantitative plaque analysis with A.I.-augmented CCTA in end-stage renal disease and complex CAD
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Geoffrey W. Cho, Ahmed K. Ghanem, Carlos G. Quesada, Tami R. Crabtree, Robert S. Jennings, Matthew J. Budoff, Andrew D. Choi, James K. Min, Ronald P. Karlsberg, and James P. Earls
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Male ,Computed Tomography Angiography ,Predictive Value of Tests ,Coronary Stenosis ,Humans ,Kidney Failure, Chronic ,Female ,Radiology, Nuclear Medicine and imaging ,Constriction, Pathologic ,Coronary Artery Disease ,Coronary Angiography ,Plaque, Atherosclerotic ,Retrospective Studies - Abstract
Adverse cardiovascular events are a significant cause of mortality in end-stage renal disease (ESRD) patients. High-risk plaque anatomy may be a significant contributor. However, their atherosclerotic phenotypes have not been described. We sought to define atherosclerotic plaque characteristics (APC) in dialysis patients using artificial-intelligence augmented CCTA.We retrospectively analyzed ESRD patients referred for CCTA using an FDA approved artificial-intelligence augmented-CCTA program (Cleerly). Coronary lesions were evaluated for APCs by CCTA. APCs included percent atheroma volume(PAV), low-density non-calcified-plaque (LD-NCP), non-calcified-plaque (NCP), calcified-plaque (CP), length, and high-risk-plaque (HRP), defined by LD-NCP and positive arterial remodeling1.10 (PR).79 ESRD patients were enrolled, mean age 65.3 years, 32.9% female. Disease distribution was non-obstructive (65.8%), 1-vessel disease (21.5%), 2-vessel disease (7.6%), and 3-vessel disease (5.1%). Mean total plaque volume (TPV) was 810.0 mmOur study provides novel insight into ESRD plaque phenotypes and demonstrates that artificial-intelligence augmented CCTA analysis is feasible for CAD characterization despite severe calcification. We demonstrate elevated plaque burden and stenosis caused by predominantly non-calcified-plaque. Furthermore, the quantity of calcified-plaques increased with age, with men exhibiting increased number of 2-feature plaques and higher plaque volumes. Artificial-intelligence augmented CCTA analysis of APCs may be a promising metric for cardiac risk stratification and warrants further prospective investigation.
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- 2022
18. Association between hypercholesterolemia and mortality risk among patients referred for cardiac imaging test: Evidence of a 'cholesterol paradox?'
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Alan, Rozanski, Donghee, Han, Michael J, Blaha, Heidi, Gransar, John, Friedman, Sean, Hayes, Louise E J, Thomson, Michael D, Miedema, Khurram, Nasir, Matthew J, Budoff, Leslee J, Shaw, John A, Rumberger, Roger S, Blumenthal, Todd, Villines, Fay, Lin, and Daniel S, Berman
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Tomography, Emission-Computed, Single-Photon ,Cholesterol ,Myocardial Perfusion Imaging ,Humans ,Coronary Artery Disease ,Coronary Angiography ,Prognosis ,Cardiology and Cardiovascular Medicine - Abstract
Some observational studies have observed a lower, rather than higher, mortality rate in association with hypercholesterolemia during follow-up of patients after cardiac stress testing. We aim to assess the relationship of hypercholesterolemia and other CAD risk factors to mortality across a wide spectrum of patients referred for various cardiac tests.We identified four cardiac cohorts: 64,357 patients undergoing coronary artery calcium (CAC) scanning, 10,814 patients undergoing coronary CT angiography (CCTA), 31,411 patients without known CAD undergoing stress/rest single-photon emission computed tomography (SPECT) myocardial perfusion imaging (MPI), and 5051 patients with known CAD undergoing stress/rest SPECT-MPI. Each cohort was followed for all-cause mortality using risk-adjusted Cox models. We pooled the hazard ratios between cohorts with a random effects model. Baseline risk varied markedly among cohorts, from an annualized mortality rate of 0.31%/year in CAC patients to 3.63%/year among SPECT-MPI patients with known CAD. Hypertension, diabetes, and smoking were each associated with increased mortality in each patient cohort (pooled hazard ratio[95% CI]: 1.38[1.33-1.44], 1.88[1.76-2.00], and 1.67[1.48-1.86], respectively). By contrast, hypercholesterolemia was associated with decreased rather than increased mortality (pooled hazard ratio[95% CI]: 0.71[0.58-0.84]). Analysis of serum lipids among 7744 patients undergoing CAC or CCTA scanning revealed an inverse relationship between LDL cholesterol and mortality.Among a broad spectrum of patients referred for a variety of cardiac tests and ranging from low to high clinical risk, hypercholesterolemia was not associated with increased mortality risk. Our findings suggest that hypercholesterolemia may be sensitive to confounding by other clinical factors and post-test treatment changes in patient populations.
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- 2022
19. The association of sex-specific hormones with coronary artery plaque characteristics from Miami Heart (MiHeart) study
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Yaa A. Kwapong, Garima Sharma, Javier Valero-Elizondo, Miguel Cainzos Achirica, Shozab S. Ali, Michael J. Blaha, Ron Blankstein, Michael D. Shapiro, Lara Arias, Matthew J. Budoff, Theodore Feldman, Ricardo C. Cury, Laxmi Mehta, Jonathan Fialkow, and Khurram Nasir
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Aging ,Miami heart study ,Cardiovascular ,Coronary artery disease ,dehydroepiandrosterone ,cardiovascular disease ,Clinical Research ,CAD ,Sex hormones ,Testosterone ,DHEA ,SHBG ,Heart Disease - Coronary Heart Disease ,Plaque ,MiHeart ,CCTA ,computed tomography ,General Medicine ,high-risk plaque ,CVD ,sex hormone binding globulin ,Atherosclerosis ,Estrogen ,Heart Disease ,Biomedical Imaging ,HRP ,coronary computed tomography angiography ,CT - Abstract
ObjectiveThe association of sex-specific hormones with coronary computed tomography angiography(CCTA)-based plaque characteristics in women without cardiovascular disease is not well understood. We investigated the association of sex-specific hormones with coronary artery plaque characteristics in a contemporary multiracial cohort with no clinical coronary artery disease (CAD).MethodsIn this cross-sectional analysis, we utilized data from 2,325 individuals with no clinical CAD from the Miami Heart (MiHeart) study. Multivariable logistic regression models were used to investigate the association of sex hormones: sex hormone binding globulin (SHBG), dehydroepiandrosterone (DHEA), free and total testosterone, estradiol, with plaque characteristics among women and men.ResultsOf the 1,155 women, 34.2% had any plaque and 3.4% had any high-risk plaque features (HRP) while among men (n=1170), 63.1% had any plaque and 10.4% had HRP. Among women, estradiol and SHBG were associated with lower odds of any plaque after adjusting for age and race-ethnicity (estradiol OR per SD increase: 0.87, 95%CI: 0.76-0.98; SHBG OR per SD increase: 0.82, 95%CI: 0.72-0.93) but the significance did not persist after adjustment of cardiovascular risk factors. High free testosterone was associated with higher odds of HRP (aOR:3.48, 95%CI:1.07-11.26) but null associations for the other sex hormones with HRP, in the context of limited sample size. Among men, there were no significant associations between sex-specific hormones and plaque or HRP.ConclusionAmong young to middle-aged women with no clinical CAD, increasing estradiol and SHBG were associated with lower odds of any plaque and higher free testosterone was associated with HRP. Larger cohorts may be needed to validate this.
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- 2023
20. Lipoprotein(a) and Aortic Valve Calcification
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Harpreet S. Bhatia, Kang He Zheng, Parveen K. Garg, Weihua Guan, Seamus P. Whelton, Matthew J. Budoff, and Michael Y. Tsai
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Radiology, Nuclear Medicine and imaging ,Cardiology and Cardiovascular Medicine - Published
- 2023
21. Serum cholesterol loading capacity of macrophages is regulated by seropositivity and C-reactive protein in rheumatoid arthritis patients
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George A Karpouzas, Bianca Papotti, Sarah R Ormseth, Marcella Palumbo, Elizabeth Hernandez, Cinzia Marchi, Francesca Zimetti, Matthew J Budoff, and Nicoletta Ronda
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Rheumatology ,Pharmacology (medical) - Abstract
Objective Excessive cholesterol accumulation in macrophages is the pivotal step underlying atherosclerotic plaque formation. We here explore factors in the serum of patients with RA, and mechanisms through which they interact with and influence cholesterol loading capacity (CLC) of macrophages. Methods In a cross-sectional observational cohort of 104 patients with RA, CLC was measured as intracellular cholesterol content in human THP-1–derived macrophages after incubation with patient serum. Low-density lipoprotein (LDL) oxidation was measured in terms of oxidized phospholipids on apoB100-containing particles (oxPL-apoB100). Antibodies against oxidized LDL (anti-oxLDL), proprotein convertase subtilisin/Kexin type-9 (PCSK9) and high-sensitivity CRP were also quantified. All analyses adjusted for atherosclerotic cardiovascular disease (ASCVD) risk score, obesity, total LDL, statin use, age at diagnosis, and anti-oxLDL IgM. Results OxPL-apoB100, anti-oxLDL IgG and PCSK9 were positively associated with CLC (all P Conclusion Oxidized LDL can directly influence CLC in dual-seropositive RA patients. Two additional and independent pathways—via anti-oxLDL IgG and PCSK9—may mediate the effects of oxPL-apoB100 on CLC, depending on CRP and seropositivity status. If externally validated, these findings may have clinical implications for cardiovascular risk prevention.
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- 2022
22. Coronary Artery Calcium for Risk Stratification of Sudden Cardiac Death
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Alexander C. Razavi, S.M. Iftekhar Uddin, Zeina A. Dardari, Daniel S. Berman, Matthew J. Budoff, Michael D. Miedema, Albert D. Osei, Olufunmilayo H. Obisesan, Khurram Nasir, Alan Rozanski, John A. Rumberger, Leslee J. Shaw, Laurence S. Sperling, Seamus P. Whelton, Martin Bødtker Mortensen, Michael J. Blaha, and Omar Dzaye
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Radiology, Nuclear Medicine and imaging ,Cardiology and Cardiovascular Medicine - Published
- 2022
23. Coronary artery calcium incidence and changes using direct plaque measurements: The MASALA study
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Harpreet S. Bhatia, Feng Lin, Isac C. Thomas, Julie Denenberg, Namratha R. Kandula, Matthew J. Budoff, Michael H. Criqui, and Alka M. Kanaya
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Southasians ,Clinical Sciences ,Dietary ,Coronary Artery Disease ,Cardiorespiratory Medicine and Haematology ,Cardiovascular ,Coronary artery calcium ,Coronaryarterydisease ,Coronaryarterycalcium ,Asian People ,lipoprotein(a) ,Clinical Research ,Risk Factors ,Humans ,Vascular Calcification ,South asians ,Heart Disease - Coronary Heart Disease ,Plaque ,Atherosclerotic ,Cancer ,Prevention ,Incidence ,Atherosclerosis ,Coronary Vessels ,Plaque, Atherosclerotic ,Calcium, Dietary ,Heart Disease ,Cardiovascular System & Hematology ,Calcium ,Cardiology and Cardiovascular Medicine - Abstract
Background and aimsWe aimed to identify predictors of change in direct measures of coronary artery calcium (CAC) volume and density in South Asian participants.MethodsWe used data from participants in the Mediators of Atherosclerosis in South Asians Living in America (MASALA) study with prevalent CAC and direct measures of CAC by serial computed tomography (CT) exams (2010-2013, 2016-2018). We examined the distribution of incident CAC volume and peak density, as well as progression and identified risk factors for progression of change in volume and density in multivariable models.ResultsThe study cohort consisted of 102 participants with incident CAC and 285 with CAC progression. CAC volume and density were highest, and incident CAC was most common in the left anterior descending artery (LAD). The greatest progression in volume was in the right coronary artery and the greatest change in density was in the left main. In linear regression models for CAC progression adjusted for baseline density, volume, risk factors, smoking (β +190.1, p=0.02), baseline volume (β +0.24 per mm3, p 
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- 2022
24. Longitudinal Quantitative Assessment of Coronary Atherosclerotic Plaque Burden Related to Serum Hemoglobin Levels
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Ki-Bum Won, Byoung Kwon Lee, Ran Heo, Hyung-Bok Park, Fay Y. Lin, Martin Hadamitzky, Yong-Jin Kim, Ji Min Sung, Edoardo Conte, Daniele Andreini, Gianluca Pontone, Matthew J. Budoff, Ilan Gottlieb, Eun Ju Chun, Filippo Cademartiri, Erica Maffei, Hugo Marques, Pedro de Araújo Gonçalves, Jonathon A. Leipsic, Sang-Eun Lee, Sanghoon Shin, Jung Hyun Choi, Renu Virmani, Habib Samady, Kavitha Chinnaiyan, Daniel S. Berman, Jagat Narula, Jeroen J. Bax, James K. Min, Hyuk-Jae Chang, and NOVA Medical School|Faculdade de Ciências Médicas (NMS|FCM)
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cardiovascular ,CCTA ,Evaluation of treatments and therapeutic interventions ,Settore MED/11 - Malattie dell'Apparato Cardiovascolare ,Hematology ,hemoglobin level changes ,hemoglobin ,Δ hemoglobin ,PVC ,Heart Disease ,Clinical Research ,6.1 Pharmaceuticals ,coronary computed tomographic angiography ,CCTA, coronary computed tomographic angiography ,CV, cardiovascular ,PVC, plaque volume changes ,atherosclerosis ,coronary computed tomography angiography ,Δ hemoglobin, hemoglobin level changes ,plaque volume changes ,CV ,Cardiology and Cardiovascular Medicine ,Heart Disease - Coronary Heart Disease - Abstract
Publisher Copyright: © 2022 The Authors Background: Despite a potential role of hemoglobin in atherosclerosis, data on coronary plaque volume changes (PVC) related to serum hemoglobin levels are limited. Objectives: The authors sought to evaluate coronary atherosclerotic plaque burden changes related to serum hemoglobin levels using serial coronary computed tomographic angiography (CCTA). Methods: A total of 830 subjects (age 61 ± 10 years, 51.9% male) who underwent serial CCTA were analyzed. The median interscan period was 3.2 (IQR: 2.5-4.4) years. Quantitative assessment of coronary plaques was performed at both scans. All participants were stratified into 4 groups based on the quartile of baseline hemoglobin levels. Annualized total PVC (mm3/year) was defined as total PVC divided by the interscan period. Results: Baseline total plaque volume (mm3) was not different among all groups (group I [lowest]: 34.1 [IQR: 0.0-127.4] vs group II: 28.8 [IQR: 0.0-123.0] vs group III: 49.9 [IQR: 5.6-135.0] vs group IV [highest]: 34.3 [IQR: 0.0-130.7]; P = 0.235). During follow-up, serum hemoglobin level changes (Δ hemoglobin; per 1 g/dL) was related to annualized total PVC (β = −0.114) in overall participants (P < 0.05). After adjusting for age, sex, traditional risk factors, baseline hemoglobin and creatinine levels, baseline total plaque volume, and the use of aspirin, beta-blocker, angiotensin-converting enzyme inhibitor or angiotensin receptor blocker, and statin, Δ hemoglobin significantly affected annualized total PVC in only the composite of groups I and II (β = −2.401; P = 0.004). Conclusions: Serial CCTA findings suggest that Δ hemoglobin has an independent effect on coronary atherosclerosis. This effect might be influenced by baseline hemoglobin levels. (Progression of Atherosclerotic Plaque Determined by Computed Tomographic Angiography Imaging [PARADIGM]; NCT02803411) publishersversion published
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- 2022
25. Role of Dual-Acquisition Noninvasive Cardiac CT Imaging for the Detection of Vasospastic Angina
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Kim, Xuan Jin, Eun-Ju Kang, Cai-De Jin, Kwang-Min Lee, Kyung-Hee Lim, Seung-Woon Rha, Cheol-Ung Choi, Hwan-Seok Yong, Sung-Cheol Yun, Matthew J. Budoff, Long-Hao Yu, and Moo-Hyun
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coronary vasospasm ,computed tomography angiography ,specificity ,positive predictive value - Abstract
Background: Vasospastic angina (VSA) is characterized by chest pain at rest with transient ischemic electrocardiographic changes in the ST segment, and a prompt response to nitrates. Vasospastic angina is among the most frequent of the coronary artery diseases in Asia, and coronary computed tomography angiography (CCTA) may become available as a non-invasive diagnosis method. Methods: We prospectively enrolled 100 patients with suspected vasospastic angina at two centers from 2018 to 2020. All patients underwent baseline CCTA without a vasodilator in the early morning followed by catheterized coronary angiography and spasm testing. CCTA with intravenous infusion of nitrate (IV) was repeated within 2 weeks of baseline CCTA. Vasospastic angina as detected by CCTA was defined as significant stenosis (≥50%) with negative remodeling without definite plaques or diffuse small diameter (
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- 2023
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26. Impact of statins based on high-risk plaque features on coronary plaque progression in mild stenosis lesions: results from the PARADIGM study
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Hyung-Bok Park, Reza Arsanjani, Ji Min Sung, Ran Heo, Byoung Kwon Lee, Fay Y Lin, Martin Hadamitzky, Yong-Jin Kim, Edoardo Conte, Daniele Andreini, Gianluca Pontone, Matthew J Budoff, Ilan Gottlieb, Eun Ju Chun, Filippo Cademartiri, Erica Maffei, Hugo Marques, Pedro de Araújo Gonçalves, Jonathon A Leipsic, Sang-Eun Lee, Sanghoon Shin, Jung Hyun Choi, Renu Virmani, Habib Samady, Kavitha Chinnaiyan, Peter H Stone, Daniel S Berman, Jagat Narula, Leslee J Shaw, Jeroen J Bax, James K Min, and Hyuk-Jae Chang
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Radiology, Nuclear Medicine and imaging ,General Medicine ,Cardiology and Cardiovascular Medicine - Abstract
Aims To investigate the impact of statins on plaque progression according to high-risk coronary atherosclerotic plaque (HRP) features and to identify predictive factors for rapid plaque progression in mild coronary artery disease (CAD) using serial coronary computed tomography angiography (CCTA). Methods and results We analyzed mild stenosis (25–49%) CAD, totaling 1432 lesions from 613 patients (mean age, 62.2 years, 63.9% male) and who underwent serial CCTA at a ≥2 year inter-scan interval using the Progression of AtheRosclerotic PlAque DetermIned by Computed TomoGraphic Angiography Imaging (NCT02803411) registry. The median inter-scan period was 3.5 ± 1.4 years; plaques were quantitatively assessed for annualized percent atheroma volume (PAV) and compositional plaque volume changes according to HRP features, and the rapid plaque progression was defined by the ≥90th percentile annual PAV. In mild stenotic lesions with ≥2 HRPs, statin therapy showed a 37% reduction in annual PAV (0.97 ± 2.02 vs. 1.55 ± 2.22, P = 0.038) with decreased necrotic core volume and increased dense calcium volume compared to non-statin recipient mild lesions. The key factors for rapid plaque progression were ≥2 HRPs [hazard ratio (HR), 1.89; 95% confidence interval (CI), 1.02–3.49; P = 0.042], current smoking (HR, 1.69; 95% CI 1.09–2.57; P = 0.017), and diabetes (HR, 1.55; 95% CI, 1.07–2.22; P = 0.020). Conclusion In mild CAD, statin treatment reduced plaque progression, particularly in lesions with a higher number of HRP features, which was also a strong predictor of rapid plaque progression. Therefore, aggressive statin therapy might be needed even in mild CAD with higher HRPs. Clinical trial registration ClinicalTrials.gov NCT02803411
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- 2023
27. Coronary Artery Calcium Score and Polygenic Risk Score for the Prediction of Coronary Heart Disease Events
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Sadiya S. Khan, Wendy S. Post, Xiuqing Guo, Jingyi Tan, Fang Zhu, Daniel Bos, Bahar Sedaghati-Khayat, Jeroen van Rooij, Aaron Aday, Norrina B. Allen, Maxime M. Bos, André G. Uitterlinden, Matthew J. Budoff, Donald M. Lloyd-Jones, Jonathan D. Mosley, Jerome I. Rotter, Philip Greenland, Maryam Kavousi, Epidemiology, Radiology & Nuclear Medicine, and Internal Medicine
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General Medicine - Abstract
ImportanceCoronary artery calcium score and polygenic risk score have each separately been proposed as novel markers to identify risk of coronary heart disease (CHD), but no prior studies have directly compared these markers in the same cohorts.ObjectiveTo evaluate change in CHD risk prediction when a coronary artery calcium score, a polygenic risk score, or both are added to a traditional risk factor–based model.Design, Setting, and ParticipantsTwo observational population-based studies involving individuals aged 45 years through 79 years of European ancestry and free of clinical CHD at baseline: the Multi-Ethnic Study of Atherosclerosis (MESA) study involved 1991 participants at 6 US centers and the Rotterdam Study (RS) involved 1217 in Rotterdam, the Netherlands.ExposureTraditional risk factors were used to calculate CHD risk (eg, pooled cohort equations [PCEs]), computed tomography for the coronary artery calcium score, and genotyped samples for a validated polygenic risk score.Main Outcomes and MeasuresModel discrimination, calibration, and net reclassification improvement (at the recommended risk threshold of 7.5%) for prediction of incident CHD events were assessed.ResultsThe median age was 61 years in MESA and 67 years in RS. Both log (coronary artery calcium+1) and polygenic risk score were significantly associated with 10-year risk of incident CHD (hazards ratio per SD, 2.60; 95% CI, 2.08-3.26 and 1.43; 95% CI, 1.20-1.71, respectively), in MESA. The C statistic for the coronary artery calcium score was 0.76 (95% CI, 0.71-0.79) and for the polygenic risk score, 0.69 (95% CI, 0.63-0.71). The change in the C statistic when each was added to the PCEs was 0.09 (95% CI, 0.06-0.13) for the coronary artery calcium score, 0.02 (95% CI, 0.00-0.04) for the polygenic risk score, and 0.10 (95% CI, 0.07-0.14) for both. Overall categorical net reclassification improvement was significant when the coronary artery calcium score (0.19; 95% CI, 0.06-0.28) but was not significant when the polygenic risk score (0.04; 95% CI, −0.05 to 0.10) was added to the PCEs. Calibration of the PCEs and models with coronary artery calcium and/or polygenic risk scores was adequate (all χ2Conclusions and RelevanceIn 2 cohorts of middle-aged to older adults from the US and the Netherlands, the coronary artery calcium score had better discrimination than the polygenic risk score for risk prediction of CHD. In addition, the coronary artery calcium score but not the polygenic risk score significantly improved risk discrimination and risk reclassification for CHD when added to traditional risk factors.
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- 2023
28. When Does a Calcium Score Equates to Secondary Prevention?
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Matthew J. Budoff, April Kinninger, Heidi Gransar, Stephan Achenbach, Mouaz Al-Mallah, Jeroen J. Bax, Daniel S. Berman, Filippo Cademartiri, Tracy Q. Callister, Hyuk-Jae Chang, Benjamin J.W. Chow, Ricardo C. Cury, Gudrun Feuchtner, Martin Hadamitzky, Joerg Hausleiter, Philipp A. Kaufmann, Jonathon Leipsic, Fay Y. Lin, Yong-Jin Kim, Hugo Marques, Gianluca Pontone, Ronen Rubinshtein, Leslee J. Shaw, Todd C. Villines, and James K. Min
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Radiology, Nuclear Medicine and imaging ,Cardiology and Cardiovascular Medicine - Published
- 2023
29. Prevalence of Aortic Valve Calcium and the Long-Term Risk of Incident Severe Aortic Stenosis
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Seamus P. Whelton, Kunal Jha, Zeina Dardari, Alexander C. Razavi, Ellen Boakye, Omar Dzaye, Dhiran Verghese, Sanjiv Shah, Matthew J. Budoff, Kunihiro Matsushita, J. Jeffery Carr, Ramachandran S. Vasan, Roger S. Blumenthal, Khalil Anchouche, George Thanassoulis, Xiuqing Guo, Jerome I. Rotter, Robyn L. McClelland, Wendy S. Post, and Michael J. Blaha
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Radiology, Nuclear Medicine and imaging ,Cardiology and Cardiovascular Medicine - Published
- 2023
30. Ruptured Sinus of Valsalva Aneurysm Diagnosed on Coronary Computed Tomography Angiography in a Patient With Trisomy 13 Syndrome
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Shiva Barforoshi, Chandana Sheker, Ajayram V. Ullal, Venkat Manubolu, Matthew J. Budoff, and Sion K. Roy
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Cardiology and Cardiovascular Medicine - Abstract
Trisomy 13 is a rare chromosomal disorder in which all or a percentage (mosaicism) of cells contain an extra 13th chromosome. Sinus of Valsalva aneurysms are rare, with an incidence of 0.1% to 3.5% of all congenital heart defects. This article reports the case of a patient with trisomy 13 with a new systolic murmur found to have a ruptured sinus of Valsalva aneurysm diagnosed on coronary computed tomography angiography. This is the first case to report sinus of Valsalva aneurysm rupture secondary to Streptococcus viridans endocarditis in a patient with trisomy 13 syndrome and highlights the importance of coronary computed tomography angiography in noninvasive imaging and surgical planning.
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- 2023
31. Artificial intelligence using a deep learning versus expert computed tomography human reading in calcium score and coronary artery calcium data and reporting system classification
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Jairo Aldana-Bitar, Geoffrey W. Cho, Lauren Anderson, Daniel W. Karlsberg, Venkat S. Manubolu, Dhiran Verghese, Luay Hussein, Matthew J. Budoff, and Ronald P. Karlsberg
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General Medicine ,Cardiology and Cardiovascular Medicine - Published
- 2023
32. The use of coronary artery calcium scoring in young adults
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Keishi Ichikawa, Shriraj Susarla, and Matthew J. Budoff
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Radiology, Nuclear Medicine and imaging ,Cardiology and Cardiovascular Medicine - Published
- 2023
33. Associations of Adipokine Levels with Levels of Remnant Cholesterol: the Multi-Ethnic Study of Atherosclerosis (MESA)
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Renato Quispe, Ty Sweeney, Seth S. Martin, Steven R. Jones, Matthew A. Allison, Matthew J. Budoff, Chiadi E. Ndumele, Mohamed B. Elshazly, and Erin D. Michos
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Article - Abstract
BackgroundThe metabolic syndrome phenotype of individuals with obesity is characterized by elevated levels of triglyceride (TG)-rich lipoproteins and remnant particles, which have been shown to be significantly atherogenic. Understanding the association between adipokines, endogenous hormones produced by adipose tissue, and remnant cholesterol (RC) would give insight into the link between obesity and atherosclerotic cardiovascular disease.MethodsWe studied 1,791 MESA participants of an ancillary study on body composition who had adipokine levels measured (leptin, adiponectin, resistin) at either visit 2 or 3. RC was calculated as non-high density lipoprotein cholesterol minus low-density lipoprotein cholesterol (LDL-C), measured at the same visit as the adipokines, as well as subsequent visits 4 through 6. Multivariable-adjusted linear mixed effects models were used to assess the cross-sectional and longitudinal associations between adipokines and levels of RC.ResultsMean (SD) age was 64.5±9.6 years and for body mass index (BMI) was 29.9±5.0 kg/m2; 52.0% were women. In fully adjusted models that included BMI, LDL-C and lipid-lowering therapy, for each 1-unit increment in adiponectin, there was 14.4% (12.0, 16.8) lower RC. With each 1-unit increment in leptin and resistin, there was 4.5% (2.3, 6.6) and 5.1% (1.2, 9.2) higher RC, respectively. Lower adiponectin and higher leptin were also associated with longitudinal increases in RC levels over median follow-up of 5(4-8) years.ConclusionsLower adiponectin and higher leptin levels were independently associated with higher levels of RC at baseline and longitudinal RC increase, even after accounting for BMI and LDL-C.CLINICAL PERSPECTIVEWhat is new?- Among individuals without history of cardiovascular disease, adiponectin is inversely associated with cross-sectional levels of remnant cholesterol, whereas leptin and resistin are directly associated.- Adiponectin had an inverse association with progression of remnant cholesterol levels over time.What are the clinical implications?- Adiponectin levels were not associated with LDL-C levels but with levels of triglyceride-rich lipoproteins, particularly remnant cholesterol.-Incrementing adiponectin via lifestyle modification and/or pharmacological therapies (i.e. GLP-1 agonists) could be a mechanism to reduce remnant cholesterol levels and ultimately cardiovascular risk.
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- 2023
34. Computed Tomography Assessment of Coronary Atherosclerosis
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Akos Varga-Szemes, Pal Maurovich-Horvat, U. Joseph Schoepf, Emese Zsarnoczay, Robert Pelberg, Gregg W. Stone, and Matthew J. Budoff
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Pulmonary and Respiratory Medicine ,Radiology, Nuclear Medicine and imaging - Published
- 2023
35. Plasma interleukin-6 (IL-6), angiopoietin-2, and C-reactive protein levels predict subsequent type 1 myocardial infarction in persons with treated HIV infection
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Susan M. Graham, Robin M. Nance, Junmei Chen, Mark M. Wurfel, Peter W. Hunt, Susan R. Heckbert, Matthew J. Budoff, Richard D. Moore, Jeffrey M. Jacobson, Jeffrey N. Martin, Heidi M. Crane, José A. López, and W. Conrad Liles
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Infectious Diseases ,Pharmacology (medical) - Published
- 2023
36. Automated coronary artery calcium segmentation in cardiac CT using combined probability map and feature analysis: a preliminary report
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Raisa B. Rasul, Morteza Naghavi, Matthew J. Budoff, and Anthony P. Reeves
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- 2023
37. Association of Inflammation and Lipoprotein(a) With Aortic Valve Calcification
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Natalie Marrero, Alexander C. Razavi, Ellen Boakye, Khalil Anchouche, Zeina Dardari, Omar Dzaye, Kunal Jha, Matthew J. Budoff, Michael Y. Tsai, Jerome I. Rotter, Roger S. Blumenthal, George Thanassoulis, Wendy S. Post, Michael J. Blaha, and Seamus P. Whelton
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Radiology, Nuclear Medicine and imaging ,Cardiology and Cardiovascular Medicine - Published
- 2023
38. Computed tomographic angiography in coronary artery disease
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Patrick W. Serruys, Nozomi Kotoku, Bjarne L. Nørgaard, Scot Garg, Koen Nieman, Marc R. Dweck, Jeroen J. Bax, Juhani Knuuti, Jagat Narula, Divaka Perera, Charles A. Taylor, Jonathon A. Leipsic, Edward D. Nicol, Nicolo Piazza, Carl J. Schultz, Kakuya Kitagawa, Bernard De Bruyne, Carlos Collet, Kaoru Tanaka, Saima Mushtaq, Marta Belmonte, Darius Dudek, Adriana Zlahoda-Huzior, Shengxian Tu, William Wijns, Faisal Sharif, Matthew J. Budoff, Johan de Mey, Daniele Andreini, and Yoshinobu Onuma
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Fractional Flow Reserve, Myocardial ,Coronary Angiography/methods ,Computed Tomography Angiography/methods ,Predictive Value of Tests ,Tomography, X-Ray Computed/methods ,Coronary Stenosis ,Humans ,Coronary Vessels/diagnostic imaging ,Plaque, Atherosclerotic/diagnostic imaging ,Coronary Artery Disease/diagnosis ,Cardiology and Cardiovascular Medicine - Abstract
Coronary computed tomographic angiography (CCTA) is becoming the first-line investigation for establishing the presence of coronary artery disease and, with fractional flow reserve (FFRCT), its haemodynamic significance. In patients without significant epicardial obstruction, its role is either to rule out atherosclerosis or to detect subclinical plaque that should be monitored for plaque progression/regression following prevention therapy and provide risk classification. Ischaemic non-obstructive coronary arteries are also expected to be assessed by non-invasive imaging, including CCTA. In patients with significant epicardial obstruction, CCTA can assist in planning revascularisation by determining the disease complexity, vessel size, lesion length and tissue composition of the atherosclerotic plaque, as well as the best fluoroscopic viewing angle; it may also help in selecting adjunctive percutaneous devices (e.g., rotational atherectomy) and in determining the best landing zone for stents or bypass grafts.
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- 2023
39. Vitamin D Metabolite Ratio and Coronary Artery Calcification in the Multi-Ethnic Study of Atherosclerosis
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Charles Ginsberg, Andrew N. Hoofnagle, Ronit Katz, Jonathan H. Cheng, Simon Hsu, Matthew J. Budoff, Deborah M. Kado, Bryan Kestenbaum, David S. Siscovick, Erin D. Michos, Joachim H. Ix, and Ian H. de Boer
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Radiology, Nuclear Medicine and imaging ,Cardiology and Cardiovascular Medicine - Published
- 2023
40. The Role of Cardiac Computed Tomography in Heart Failure
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Spencer S. Kitchin, Venkat Sanjay Manubolu, Sion K. Roy, and Matthew J. Budoff
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Physiology (medical) ,Emergency Medicine ,Cardiology and Cardiovascular Medicine - Published
- 2022
41. Recent Advances in Coronary Computed Tomography Angiogram: The Ultimate Tool for Coronary Artery Disease
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Luay Alalawi and Matthew J. Budoff
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Cardiology and Cardiovascular Medicine - Published
- 2022
42. Brief Report: Insomnia and Risk of Myocardial Infarction Among People With HIV
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Brandon R. Luu, Robin M. Nance, Joseph A. C. Delaney, Stephanie A. Ruderman, Susan R. Heckbert, Matthew J. Budoff, William C. Mathews, Richard D. Moore, Matthew J. Feinstein, Greer A. Burkholder, Michael J. Mugavero, Joseph J. Eron, Michael S. Saag, Mari M. Kitahata, Heidi M. Crane, and Bridget M. Whitney
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Acquired Immunodeficiency Syndrome ,Prevention ,insomnia ,Clinical Sciences ,Myocardial Infarction ,HIV ,HIV Infections ,Cardiovascular ,type 2 myocardial infarction ,Heart Disease ,Good Health and Well Being ,Infectious Diseases ,Clinical Research ,Sleep Initiation and Maintenance Disorders ,Virology ,Public Health and Health Services ,Humans ,HIV/AIDS ,Pharmacology (medical) ,Longitudinal Studies ,type 1 myocardial infarction ,Heart Disease - Coronary Heart Disease - Abstract
BackgroundInsomnia is common among people with HIV (PWH) and may be associated with increased risk of myocardial infarction (MI). This study examines the association between insomnia and MI by MI type among PWH.SettingLongitudinal cohort study of PWH at 5 Centers for AIDS Research Network of Integrated Clinical Systems sites.MethodsClinical data and patient-reported measures and outcomes from PWH in care between 2005 and 2018 were used in this study. Insomnia, measured at baseline, was defined as having difficulty falling or staying asleep with bothersome symptoms. The Centers for AIDS Research Network of Integrated Clinical Systems centrally adjudicates MIs using expert reviewers, with distinction between type 1 MI (T1MI) and type 2 MI (T2MI). Associations between insomnia and first incident MI by MI type were measured using separate Cox proportional hazard models adjusted for age, sex, race/ethnicity, traditional cardiovascular disease risk factors (hypertension, dyslipidemia, poor kidney function, diabetes, and smoking), HIV markers (antiretroviral therapy, viral suppression, and CD4 cell count), and stimulant use (cocaine/crack and methamphetamine).ResultsAmong 12,448 PWH, 48% reported insomnia. Over a median of 4.4 years of follow-up, 158 T1MIs and 109 T2MIs were identified; approximately half of T2MIs were attributed to sepsis or stimulant use. After adjustment for potential confounders, we found no association between insomnia and T1MI (hazard ratio = 1.05, 95% confidence interval: 0.76 to 1.45) and a 65% increased risk of T2MI among PWH reporting insomnia compared with PWH without insomnia (hazard ratio = 1.65, 95% confidence interval: 1.11 to 2.45).ConclusionsPWH reporting insomnia are at an increased risk of T2MI, but not T1MI, compared with PWH without insomnia, highlighting the importance of distinguishing MI types among PWH.
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- 2022
43. Mean Versus Peak Coronary Calcium Density on Non-Contrast CT
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Alan Rozanski, Olufunmilayo H. Obisesan, Khurram Nasir, Leslee J. Shaw, Martin Bødtker Mortensen, Ellen Boakye, Matthew J. Budoff, Seamus P. Whelton, Michael D. Miedema, Zeina Dardari, Alexander C. Razavi, Michael J. Blaha, Omar Dzaye, Daniel S. Berman, and John A. Rumberger
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medicine.medical_specialty ,business.industry ,Non contrast ct ,Area under the curve ,nutritional and metabolic diseases ,chemistry.chemical_element ,Coronary calcium ,Calcium ,Net reclassification improvement ,Coronary artery calcium ,Calcium scoring ,chemistry ,Hounsfield scale ,Internal medicine ,Cardiology ,medicine ,Radiology, Nuclear Medicine and imaging ,cardiovascular diseases ,Cardiology and Cardiovascular Medicine ,business - Abstract
Objectives This study sought to assess the relationship between mean vs peak calcified plaque density and their impact on calculating coronary artery calcium (CAC) scores and to compare the corresponding differential prediction of atherosclerotic cardiovascular disease (ASCVD) and coronary heart disease (CHD) mortality. Background The Agatston CAC score is quantified per lesion as the product of plaque area and a 4-level categorical peak calcium density factor. However, mean calcium density may more accurately measure the heterogenous mixture of lipid-rich, fibrous, and calcified plaque reflective of ASCVD risk. Methods We included 10,373 individuals from the CAC Consortium who had CAC >0 and per-vessel measurements of peak calcium density factor and mean calcium density. Area under the curve and continuous net reclassification improvement analyses were performed for CHD and ASCVD mortality to compare the predictive abilities of mean calcium density vs peak calcium density factor when calculating the Agatston CAC score. Results Participants were on average 53.4 years of age, 24.4% were women, and the median CAC score was 68 Agatston units. The average values for mean calcium density and peak calcium density factor were 210 ± 50 Hounsfield units and 3.1 ± 0.5, respectively. Individuals younger than 50 years of age and/or those with a total plaque area 100. Conclusion Mean and peak calcium density may differentially describe plaque composition early in the atherosclerotic process. Mean calcium density performs better than peak calcium density factor when combined with plaque area for ASCVD mortality prediction among persons with Agatston CAC 1-99.
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- 2022
44. Arterial stiffness and left ventricular structure assessed by cardiac computed tomography in a multiethnic population
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Francesca Calicchio, Afiachukwu Onuegbu, April Kinninger, Mao Song Shou, Ilana Golub, Anna Sonia Petronio, Marijana Tadic, and Matthew J. Budoff
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Adult ,Male ,Vascular Stiffness ,Heart Ventricles ,Hypertension ,Humans ,Female ,Coronary Artery Disease ,General Medicine ,Middle Aged ,Cardiology and Cardiovascular Medicine ,Tomography ,Aged - Abstract
Arterial stiffness expressed by cardio-ankle vascular index (CAVI) is a marker of arteriosclerosis. It can increase vascular load, which in turn may affect the viscoelastic myocardial properties and the left ventricular compliance. In the present study, we sought to investigate the association between CAVI and left ventricular structure assessed by cardiac computed tomography (CT) in a multiethnic adult cohort.CAVI was measured using the vascular screening system VaSera VS-1500 AU (Fukuda Denshi, Japan). The average of right and left CAVI values was utilized for the analysis. Left ventricular mass and volume were computed on mid-diastolic cardiac CTA images and indexed to body surface area (BSA) to obtain left ventricular mass index (LVMI) and left ventricular volume index (LVVI). The association between CAVI, LVMI and LVVI was assessed by multiple linear regression analysis.The study cohort was composed of 255 individuals (mean age 56.2 ± 13.4, 66% men). An abnormal CAVI value was defined as at least 8. One hundred and seventy-one individuals had CAVI values at least 8: they were older (P 0.0001), more affected by of hypertension (P 0.0001), dyslipidaemia (P = 0.0002), diabetes mellitus (P 0.0001), previous history of myocardial infarction (P = 0.0246) or angioplasty (P = 0.0143), had higher CAC score (P 0.0001) and prevalence of obstructive coronary artery disease (P = 0.001). When analysing CT-derived left ventricular geometry parameters, we found that individuals with abnormal CAVI had significantly smaller LVVI (P 0.0001). This association remained valid after adjustments for age, sex, ethnicity (P = 0.0002), hypertension, dyslipidaemia, CAC score (P = 0.0004) and diabetes mellitus (P = 0.0034). The association between abnormal CAVI and LVMI was not significant in the unadjusted model (P = 0.593).Reduced vascular distensibility in an adult multiethnic population is associated with smaller LVVI beyond traditional cardiovascular risk factors suggesting that impaired left ventricular compliance mainly parallels increased arterial stiffness.
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- 2022
45. Prognostic Value of Serial Coronary CT Angiography in Atherosclerotic Plaque Modification: What Have We Learnt?
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Venkat S. Manubolu, Sion K. Roy, and Matthew J. Budoff
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screening and diagnosis ,Histology ,Coronary CT Angiography ,High risk plaque ,Cell Biology ,Serial CTA ,Atherosclerosis ,Cardiovascular ,Applied Microbiology and Biotechnology ,Article ,Plaque progression ,High-risk plaque ,Detection ,Heart Disease ,Biomedical Imaging ,Patient Safety ,Coronary plaque ,Heart Disease - Coronary Heart Disease ,4.2 Evaluation of markers and technologies - Abstract
PURPOSE OF REVIEW: To provide an update and to outline the status of coronary computer tomography angiography (CCTA) in evaluation of coronary plaques and discuss the relevance of serial CCTA in guiding cardiovascular risk stratification and anti- atherosclerotic medical therapy. RECENT FINDINGS: Coronary CTA is now the imaging modality of choice in monitoring changes in coronary plaque. It has been used in innumerable clinical trials which have demonstrated the benefits of several therapeutic agents and has excellent correlation with previously used invasive imaging modalities. It is safe, fast, less cumbersome, and a cost-effective testing method compared to other invasive imaging modalities for coronary plaque analysis. SUMMARY: The emergence of a noninvasive imaging modality such as CCTA, now permits quantification not only of plaque burden but also allows for further distinction of plaque components and identification of vulnerable plaques. Application of these findings continues to extend the prospect of coronary CTA in evaluation and management of atherosclerotic coronary artery disease (CAD) in clinical practice. In the future artificial intelligence and machine learning will play a significant role in plaque analysis allowing for high accuracy and reproducibility which will lead to a substantial increase in the utilization of coronary CTA.
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- 2022
46. Association of Serum Triglycerides and Renal Outcomes among 1.6 Million US Veterans
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Melissa Soohoo, Leila Hashemi, Jui-Ting Hsiung, Hamid Moradi, Matthew J. Budoff, Csaba P. Kovesdy, Kamyar Kalantar-Zadeh, and Elani Streja
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Male ,Kidney Disease ,Clinical Sciences ,Medical Physiology ,Renal and urogenital ,Kidney ,urologic and male genital diseases ,Kidney Failure ,End-stage renal disease ,Renal function decline ,Risk Factors ,Clinical Research ,Chronic kidney disease ,Humans ,Renal Insufficiency ,Renal Insufficiency, Chronic ,Chronic ,Triglycerides ,Veterans ,Middle Aged ,Urology & Nephrology ,Metabolic syndrome ,female genital diseases and pregnancy complications ,Good Health and Well Being ,Disease Progression ,Kidney Failure, Chronic ,Female ,Glomerular Filtration Rate - Abstract
Background: Previous studies have suggested that metabolic syndrome (MetS) components are associated with renal outcomes, defined as a decline in kidney function or reaching end-stage renal disease (ESRD). Elevated triglycerides (TGs) are a component of MetS that have been reported to be associated with renal outcomes. However, the association of TGs with renal outcomes in chronic kidney disease (CKD) patients independent of the other components of the MetS remains understudied. Methods: We examined 1,657,387 patients with data on TGs and other components of MetS in 2004–2006 and followed up until 2014. Patients with ESRD on renal replacement therapy were excluded. We examined time to ESRD, estimated glomerular filtration rate (eGFR) slope (renal function decline), and time to incident CKD (eGFR 2) among baseline normal kidney function (non-CKD) patients, using Cox or logistic regression, adjusted for clinical characteristics and MetS components. We also stratified analyses by the number of MetS components. Results: The cohort was on average 64 years old and comprised 5% females, 15% African Americans, and 24% with nondialysis-dependent CKD. Among non-CKD patients, the adjusted relationship of TGs with time to incident CKD was strong and linear. Compared to TGs 120–Conclusion: Independent of MetS components, high TGs levels were associated with a higher incidence of CKD and a faster renal function decline, yet showed no or inverse associations with time to ESRD in CKD stages 4–5. Examining the effects of TGs-lowering interventions on incident CKD and kidney preserving therapy warrants further studies including clinical trials.
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- 2022
47. Abstract P451: Coronary Artery Calcium and the Association Between Dietary Fish Intake and Atherosclerotic Cardiovascular Disease Risk
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Alexander C Razavi, Abdulhamied Alfaddagh, Omar Dzaye, Matthew J Budoff, Paul Whelton, Tanika N Kelly, Jiang He, Lydia A Bazzano, Camilo Fernandez, Timothy Harlan, Alanna A Morris, Arshed A Quyyumi, Roger S Blumenthal, Michael J Blaha, Laurence Sperling, and Seamus P Whelton
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Physiology (medical) ,Cardiology and Cardiovascular Medicine - Abstract
Introduction: Current guidelines recommend ≥2 servings of fish/week for the prevention of atherosclerotic cardiovascular disease (ASCVD). However, a recent large meta-analysis suggested that the benefit may exist only for persons with a prior ASCVD event. Whether coronary artery calcium (CAC) can help to identify individuals who are likely to benefit from habitual fish consumption is unknown. Hypothesis: CAC will stratify persons who may and may not benefit from habitual fish consumption. Methods: There were 4977 participants in the Multi-Ethnic Study of Atherosclerosis who reported their frequency of fish intake and underwent CAC scanning at Visit 1. Adjusted Cox proportional hazards regression models stratified by the presence/absence of CAC assessed the association between fish intake and incident ASCVD over a median follow-up of 15.7 years. Results: The mean age was 61 years old, 53% were women, 26% were Black, and 49% of participants had prevalent CAC. A similar proportion of individuals reported consuming ≥2 servings of fish/week for those with CAC=0 and CAC >0 (35% versus 33%, p=0.12). The absolute ASCVD event rate for those with 0 (Figure 1). Each additional serving of fish/week was associated with a 9% lower risk of ASCVD for participants with CAC=0 (HR=0.91, 95% CI: 0.83-0.99) whereas there was no significant association for persons with CAC >0 (HR=1.03, 95% CI: 0.99-1.07). Conclusions: A higher amount of fish consumption was associated with a lower risk of incident ASCVD for participants with CAC=0, but not those with CAC >0, although the absolute ASCVD event rate was low for persons with CAC=0 regardless of fish consumption frequency.
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- 2023
48. Associations between alcohol and cigarette use and type 1 and 2 myocardial infarction among people with <scp>HIV</scp>
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Lydia N. Drumright, Robin M. Nance, Stephanie A. Ruderman, Jimmy Ma, Bridget M. Whitney, Andrew Hahn, Rob J. Fredericksen, Brandon Luu, William B. Lober, Richard D. Moore, Matthew J. Budoff, Jeanne C. Keruly, Katerina Christopoulos, Sarah Puryear, Amanda Willig, Karen Cropsey, William C. Mathews, Edward Cachay, Laura Bamford, Joseph J. Eron, Sonia Napravnik, Kenneth H. Mayer, Conall O'Cleirigh, Mary E. Mccaul, Geetanjali Chander, Matthew J. Feinstein, Michael S. Saag, Mari M. Kitahata, Susan R. Heckbert, Heidi M. Crane, and Joseph A. C. Delaney
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Infectious Diseases ,Health Policy ,Pharmacology (medical) - Published
- 2023
49. Prognostic value of Coronary artery calcium score for the prediction of atherosclerotic cardiovascular disease in participants with nonalcoholic fatty liver disease: Results from the Multi-Ethnic Study of Atherosclerosis
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Keishi Ichikawa, Spencer Hansen, Venkat S. Manubolu, Leili Pourafkari, Hooman Fazlalizadeh, Jairo Aldana-Bitar, Lisa B VanWagner, Srikanth Krishnan, and Matthew J. Budoff
- Abstract
BackgroundNonalcoholic fatty liver disease (NAFLD) is associated with an increased risk of atherosclerotic cardiovascular disease (ASCVD) events, thus a diagnostic approach to help identify NAFLD patients at high risk is needed. In this study, we hypothesized that coronary artery calcium (CAC) screening could help stratify the risk of ASCVD events in NAFLD patients.MethodsA total of 718 NAFLD participants from Multi-Ethnic Study of Atherosclerosis (MESA) without previous cardiovascular events were followed for the occurrence of incident ASCVD. NAFLD was defined using non-enhanced computed tomography and liver/spleen attenuation ratio ResultsIn multivariable analyses, CAC score was found to be independently associated with incident ASCVD (HR = 1.33, 95% CI = 1.22–1.44, p < 0.001). The addition of CAC score to clinical risk factors increased the C-statistic from 0.677 to 0.739 (p < 0.001) and the net reclassification index was 0.721 (95% CI = 0.494–0.977). In subgroup analyses, the incremental prognostic value of CAC score was more significant in NAFLD participants with low/borderline- (ConclusionsThe inclusion of CAC score in global risk assessment was found to significantly improve the classification of incident ASCVD events in participants with NAFLD, indicating a potential role for CAC screening in risk assessment.Clinical PerspectiveWith the increasing prevalence of nonalcoholic fatty liver disease (NAFLD) individuals, there is an unmet need for a diagnostic approach to identify NAFLD individuals who are at higher risk for atherosclerotic cardiovascular disease (ASCVD) events. This study showed that higher coronary artery calcium (CAC) score was associated with ASCVD events during follow-up and improved the discriminative ability for future events in NAFLD individuals. Our study suggests routine CAC screening can be useful in assessing the risk of future ASCVD events. Future studies are needed to explore the therapeutic implications of CAC screening in this population.
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- 2023
50. Does Coronary Plaque Morphology Matter Beyond Plaque Burden?
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Daniel Lorenzatti, Pamela Piña, Ibolya Csecs, Aldo L. Schenone, Carlos A. Gongora, Mario J. Garcia, Michael J. Blaha, Matthew J. Budoff, Michelle C. Williams, Damini Dey, Daniel S. Berman, Salim S. Virani, and Leandro Slipczuk
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Cardiology and Cardiovascular Medicine - Abstract
Purpose of Review Imaging of adverse coronary plaque features by coronary computed tomography angiography (CCTA) has advanced greatly and at a fast pace. We aim to describe the evolution, present and future in plaque analysis, and its value in comparison to plaque burden.Recent Findings Recently, it has been demonstrated that in addition to plaque burden, quantitative and qualitative assessment of coronary plaque by CCTA can improve the prediction of future major adverse cardiovascular events in diverse coronary artery disease scenarios. The detection of high-risk non-obstructive coronary plaque can lead to higher use of preventive medical therapies such as statins and aspirin, help identify culprit plaque, and differentiate between myocardial infarction types. Even more, over traditional plaque burden, plaque analysis including pericoronary inflammation can potentially be useful tools for tracking disease progression and response to medical therapy. Summary The identification of the higher risk phenotypes with plaque burden, plaque characteristics, or ideally both can allow the allocation of targeted therapies and potentially monitor response. Further observational data are now required to investigate these key issues in diverse populations, followed by rigorous randomized controlled trials.
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- 2023
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