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Rejnmark L, Gosmanova EO, Khan AA, Makita N, Imanishi Y, Takeuchi Y, Sprague S, Shoback DM, Kohlmeier L, Rubin MR, Palermo A, Schwarz P, Gagnon C, Tsourdi E, Zhao C, Makara MA, Ominsky MS, Lai B, Ukena J, Sibley CT, Shu AD. Palopegteriparatide Treatment Improves Renal Function in Adults with Chronic Hypoparathyroidism: 1-Year Results from the Phase 3 PaTHway Trial. Adv Ther 2024:10.1007/s12325-024-02843-8. [PMID: 38691316 DOI: 10.1007/s12325-024-02843-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Accepted: 03/12/2024] [Indexed: 05/03/2024]
Abstract
INTRODUCTION Individuals with chronic hypoparathyroidism managed with conventional therapy (active vitamin D and calcium) have an increased risk for renal dysfunction versus age- and sex-matched controls. Treatments that replace the physiologic effects of parathyroid hormone (PTH) while reducing the need for conventional therapy may help prevent a decline in renal function in this population. This post hoc analysis examined the impact of palopegteriparatide treatment on renal function in adults with chronic hypoparathyroidism. METHODS PaTHway is a phase 3 trial of palopegteriparatide in adults with chronic hypoparathyroidism that included a randomized, double-blind, placebo-controlled 26-week period followed by an ongoing 156-week open-label extension (OLE) period. Changes in renal function over 52 weeks (26 weeks blinded + 26 weeks OLE) were assessed using estimated glomerular filtration rate (eGFR). A subgroup analysis was performed with participants stratified by baseline eGFR < 60 or ≥ 60 mL/min/1.73 m2. RESULTS At week 52, over 95% (78/82) of participants remained enrolled in the OLE and of those, 86% maintained normocalcemia and 95% achieved independence from conventional therapy (no active vitamin D and ≤ 600 mg/day of calcium), with none requiring active vitamin D. Treatment with palopegteriparatide over 52 weeks resulted in a mean (SD) increase in eGFR of 9.3 (11.7) mL/min/1.73 m2 from baseline (P < 0.0001) and 43% of participants had an increase ≥ 10 mL/min/1.73 m2. In participants with baseline eGFR < 60 mL/min/1.73 m2, 52 weeks of treatment with palopegteriparatide resulted in a mean (SD) increase of 11.5 (11.3) mL/min/1.73 m2 (P < 0.001). One case of nephrolithiasis was reported for a participant in the placebo group during blinded treatment; none were reported through week 52 with palopegteriparatide. CONCLUSION In this post hoc analysis of the PaTHway trial, palopegteriparatide treatment was associated with significantly improved eGFR at week 52 in addition to previously reported maintenance and normalization of serum and urine biochemistries. Further investigation of palopegteriparatide for the preservation of renal function in hypoparathyroidism is warranted. TRIAL REGISTRATION ClinicalTrials.gov NCT04701203.
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Affiliation(s)
| | | | | | - Noriko Makita
- The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Yasuo Imanishi
- Osaka Metropolitan University Graduate School of Medicine, Osaka, Japan
| | - Yasuhiro Takeuchi
- Toranomon Hospital and Okinaka Memorial Institute for Medical Research, Tokyo, Japan
| | - Stuart Sprague
- NorthShore University Health System-University of Chicago Pritzker School of Medicine, Chicago, IL, USA
| | - Dolores M Shoback
- University of California, San Francisco and VA Medical Center, San Francisco, CA, USA
| | - Lynn Kohlmeier
- Endocrinology and Spokane Osteoporosis, Spokane, WA, USA
| | | | - Andrea Palermo
- Fondazione Policlinico Campus Bio-Medico and Unit of Endocrinology and Diabetes, Campus Bio-Medico University, Rome, Italy
| | | | - Claudia Gagnon
- CHU de Québec-Université Laval Research Centre and Department of Medicine, Université Laval, Quebec City, QC, Canada
| | - Elena Tsourdi
- Department of Medicine III and Center for Healthy Aging, Technische Universität Dresden, Dresden, Germany
| | - Carol Zhao
- Ascendis Pharma Inc., 1000 Page Mill Rd., Palo Alto, CA, 94304, USA
| | - Michael A Makara
- Ascendis Pharma Inc., 1000 Page Mill Rd., Palo Alto, CA, 94304, USA
| | | | - Bryant Lai
- Ascendis Pharma Inc., 1000 Page Mill Rd., Palo Alto, CA, 94304, USA
| | - Jenny Ukena
- Ascendis Pharma Inc., 1000 Page Mill Rd., Palo Alto, CA, 94304, USA
| | | | - Aimee D Shu
- Ascendis Pharma Inc., 1000 Page Mill Rd., Palo Alto, CA, 94304, USA.
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Khan AA, Rubin MR, Schwarz P, Vokes T, Shoback DM, Gagnon C, Palermo A, Marcocci C, Clarke BL, Abbott LG, Hofbauer LC, Kohlmeier L, Pihl S, An X, Eng WF, Smith AR, Ukena J, Sibley CT, Shu AD, Rejnmark L. Efficacy and Safety of Parathyroid Hormone Replacement With TransCon PTH in Hypoparathyroidism: 26-Week Results From the Phase 3 PaTHway Trial. J Bone Miner Res 2023; 38:14-25. [PMID: 36271471 PMCID: PMC10099823 DOI: 10.1002/jbmr.4726] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Revised: 09/22/2022] [Accepted: 10/19/2022] [Indexed: 01/10/2023]
Abstract
Conventional therapy for hypoparathyroidism consisting of active vitamin D and calcium aims to alleviate hypocalcemia but fails to restore normal parathyroid hormone (PTH) physiology. PTH replacement therapy is the ideal physiologic treatment for hypoparathyroidism. The double-blind, placebo-controlled, 26-week, phase 3 PaTHway trial assessed the efficacy and safety of PTH replacement therapy for hypoparathyroidism individuals with the investigational drug TransCon PTH (palopegteriparatide). Participants (n = 84) were randomized 3:1 to once-daily TransCon PTH (initially 18 μg/d) or placebo, both co-administered with conventional therapy. The study drug and conventional therapy were titrated according to a dosing algorithm guided by serum calcium. The composite primary efficacy endpoint was the proportion of participants at week 26 who achieved normal albumin-adjusted serum calcium levels (8.3-10.6 mg/dL), independence from conventional therapy (requiring no active vitamin D and ≤600 mg/d of calcium), and no increase in study drug over 4 weeks before week 26. Other outcomes of interest included health-related quality of life measured by the 36-Item Short Form Survey (SF-36), hypoparathyroidism-related symptoms, functioning, and well-being measured by the Hypoparathyroidism Patient Experience Scale (HPES), and urinary calcium excretion. At week 26, 79% (48/61) of participants treated with TransCon PTH versus 5% (1/21) wiplacebo met the composite primary efficacy endpoint (p < 0.0001). TransCon PTH treatment demonstrated a significant improvement in all key secondary endpoint HPES domain scores (all p < 0.01) and the SF-36 Physical Functioning subscale score (p = 0.0347) compared with placebo. Additionally, 93% (57/61) of participants treated with TransCon PTH achieved independence from conventional therapy. TransCon PTH treatment normalized mean 24-hour urine calcium. Overall, 82% (50/61) treated with TransCon PTH and 100% (21/21) wiplacebo experienced adverse events; most were mild (46%) or moderate (46%). No study drug-related withdrawals occurred. In conclusion, TransCon PTH maintained normocalcemia while permitting independence from conventional therapy and was well-tolerated in individuals with hypoparathyroidism. © 2022 The Authors. Journal of Bone and Mineral Research published by Wiley Periodicals LLC on behalf of American Society for Bone and Mineral Research (ASBMR).
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Affiliation(s)
- Aliya A Khan
- Endocrinology, Metabolism, and Geriatrics, McMaster University, Hamilton, Ontario, Canada
| | | | - Peter Schwarz
- Internal Medicine and Endocrinology, Rigshospitalet, Copenhagen, Denmark
| | - Tamara Vokes
- Endocrinology, Diabetes, and Metabolism, University of Chicago, Chicago, Illinois, USA
| | - Dolores M Shoback
- Endocrinology, UCSF/VA Medical Center, San Francisco, California, USA
| | - Claudia Gagnon
- CHU de Québec-Université Laval Research Centre and Department of Medicine, Université Laval, Quebec City, Quebec, Canada
| | - Andrea Palermo
- Unit of Metabolic Bone and Thyroid Disorders, Fondazione Policlinico Campus Bio-medico, and Unit of Endocrinology and Diabetes, Campus Bio-medico University, Rome, Italy
| | | | - Bart L Clarke
- Endocrinology, Mayo Clinic E18-A, Rochester, Minnesota, USA
| | - Lisa G Abbott
- Northern Nevada Endocrinology, University of Nevada, Reno, Nevada, USA
| | - Lorenz C Hofbauer
- Endocrinology, Diabetes, and Metabolic Bone Diseases, Technische Universität Dresden Medical Center, Dresden, Germany
| | - Lynn Kohlmeier
- Endocrinology, Endocrinology and Spokane Osteoporosis, Spokane, Washington, USA
| | - Susanne Pihl
- Biolanalysis and Pharmacokinetics/Pharmacodynamics, Ascendis Pharma A/S, Hellerup, Denmark
| | - Xuebei An
- Endocrine Medical Sciences, Ascendis Pharma Inc, Palo Alto, California, USA
| | - Walter Frank Eng
- Endocrine Medical Sciences, Ascendis Pharma Inc, Palo Alto, California, USA
| | - Alden R Smith
- Endocrine Medical Sciences, Ascendis Pharma Inc, Palo Alto, California, USA
| | - Jenny Ukena
- Endocrine Medical Sciences, Ascendis Pharma Inc, Palo Alto, California, USA
| | | | - Aimee D Shu
- Endocrine Medical Sciences, Ascendis Pharma Inc, Palo Alto, California, USA
| | - Lars Rejnmark
- Clinical Medicine and Endocrinology, Aarhus University Hospital, Aarhus, Denmark
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Chorath A, Choi Y, Turkbey EB, Ahlman MA, Sibley CT, Liu S, Bluemke DA, Sandfort V. Coronary CT Angiography and Carotid MRI Improve Phenotyping of Disease Extent Compared with ACC/AHA Risk Score Alone. Radiol Cardiothorac Imaging 2020; 2:e190068. [PMID: 32715300 PMCID: PMC7053177 DOI: 10.1148/ryct.2020190068] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Revised: 11/06/2019] [Accepted: 11/25/2019] [Indexed: 06/11/2023]
Abstract
PURPOSE To determine the relationship between the American College of Cardiology/American Heart Association (ACC/AHA) risk score and plaque phenotype of the coronary and carotid arteries assessed directly using CT angiography and MRI. MATERIALS AND METHODS Asymptomatic subjects eligible for statin therapy by risk score were enrolled in a prospective study of disease burden using coronary artery calcium (CAC) scoring, coronary CT angiography, and MRI of the carotid arteries. Quartiles were calculated for noncalcified plaque, CAC, and average carotid wall volume and were compared with ACC/AHA risk quartiles. RESULTS Two hundred three subjects were studied (60% men; mean age, 65 years). There were weak correlations between risk and carotid wall volume (Kendall tau = 0.29), noncalcified plaque (tau = 0.16), and CAC (tau = 0.33). ACC/AHA risk alone misclassified plaque extent compared with measurement by carotid wall volume, CAC, and noncalcified plaque in 22.1%, 24.1%, and 29.6% of subjects, respectively. On average, 13% of the subjects were underclassified, and 12.5% were overclassified. CONCLUSION Approximately 25% of subjects had large discrepancies between ACC/AHA risk and plaque burden at imaging. These results suggest that clinical risk score models alone do not fully reflect the amount of atherosclerotic disease present.© RSNA, 2020See also the commentary by Truong and Villines in this issue.
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Mongraw-Chaffin M, Foster MC, Anderson CAM, Burke GL, Haq N, Kalyani RR, Ouyang P, Sibley CT, Tracy R, Woodward M, Vaidya D. Metabolically Healthy Obesity, Transition to Metabolic Syndrome, and Cardiovascular Risk. J Am Coll Cardiol 2018; 71:1857-1865. [PMID: 29699611 PMCID: PMC6002856 DOI: 10.1016/j.jacc.2018.02.055] [Citation(s) in RCA: 239] [Impact Index Per Article: 39.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2017] [Revised: 02/08/2018] [Accepted: 02/09/2018] [Indexed: 12/29/2022]
Abstract
BACKGROUND Debate over the cardiometabolic risk associated with metabolically healthy obesity (MHO) continues. Many studies have investigated this relationship by examining MHO at baseline with longitudinal follow-up, with inconsistent results. OBJECTIVES The authors hypothesized that MHO at baseline is transient and that transition to metabolic syndrome (MetS) and duration of MetS explains heterogeneity in incident cardiovascular disease (CVD) and all-cause mortality. METHODS Among 6,809 participants of the MESA (Multi-Ethnic Study of Atherosclerosis) the authors used Cox proportional hazards and logistic regression models to investigate the joint association of obesity (≥30 kg/m2) and MetS (International Diabetes Federation consensus definition) with CVD and mortality across a median of 12.2 years. We tested for interaction and conducted sensitivity analyses for a number of conditions. RESULTS Compared with metabolically healthy normal weight, baseline MHO was not significantly associated with incident CVD; however, almost one-half of those participants developed MetS during follow-up (unstable MHO). Those who had unstable MHO had increased odds of CVD (odds ratio [OR]: 1.60; 95% confidence interval [CI]: 1.14 to 2.25), compared with those with stable MHO or healthy normal weight. Dose response for duration of MetS was significantly and linearly associated with CVD (1 visit with MetS OR: 1.62; 95% CI: 1.27 to 2.07; 2 visits, OR: 1.92; 95% CI: 1.48 to 2.49; 3+ visits, OR: 2.33; 95% CI: 1.89 to 2.87; p value for trend <0.001) and MetS mediated approximately 62% (44% to 100%) of the relationship between obesity at any point during follow-up and CVD. CONCLUSIONS Metabolically healthy obesity is not a stable or reliable indicator of future risk for CVD. Weight loss and lifestyle management for CVD risk factors should be recommended to all individuals with obesity.
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Affiliation(s)
- Morgana Mongraw-Chaffin
- Department of Epidemiology & Prevention, Wake Forest School of Medicine, Winston-Salem, North Carolina.
| | | | - Cheryl A M Anderson
- Department of Family Medicine and Public Health, University of California-San Diego, La Jolla, California; Department of Medicine, University of California-San Diego, La Jolla, California; Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland
| | - Gregory L Burke
- Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Nowreen Haq
- New York University School of Medicine, New York, New York
| | - Rita R Kalyani
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Pamela Ouyang
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland
| | | | - Russell Tracy
- Departments of Pathology & Laboratory Medicine and Biochemistry, Larner College of Medicine at the University of Vermont, Colchester, Vermont
| | - Mark Woodward
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland; The George Institute for Global Health, University of Oxford, Oxford, United Kingdom; The George Institute for Global Health, University of New South Wales, Australia
| | - Dhananjay Vaidya
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland
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Nacif MS, Raman FS, Gai N, Jones J, van der Geest RJ, T Sibley C, Liu S, David AB. Myocardial T1 mapping and determination of partition coefficients at 3 tesla: comparison between gadobenate dimeglumine and gadofosveset trisodium. Radiol Bras 2018; 51:13-19. [PMID: 29559761 PMCID: PMC5846320 DOI: 10.1590/0100-3984.2016.0071] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Objective To compare an albumin-bound gadolinium chelate (gadofosveset trisodium) and
an extracellular contrast agent (gadobenate dimeglumine), in terms of their
effects on myocardial longitudinal (T1) relaxation time and partition
coefficient. Materials and Methods Study subjects underwent two imaging sessions for T1 mapping at 3 tesla with
a modified look-locker inversion recovery (MOLLI) pulse sequence to obtain
one pre-contrast T1 map and two post-contrast T1 maps (mean 15 and 21 min,
respectively). The partition coefficient was calculated as
ΔR1myocardium
/ΔR1blood , where
R1 is 1/T1. Results A total of 252 myocardial and blood pool T1 values were obtained in 21
healthy subjects. After gadolinium administration, the myocardial T1 was
longer for gadofosveset than for gadobenate, the mean difference between the
two contrast agents being −7.6 ± 60 ms (p = 0.41).
The inverse was true for the blood pool T1, which was longer for gadobenate
than for gadofosveset, the mean difference being 56.5 ± 67 ms
(p < 0.001). The partition coefficient (λ)
was higher for gadobenate than gadofosveset (0.41 vs. 0.33), indicating
slower blood pool washout for gadofosveset than for gadobenate. Conclusion Myocardial T1 times did not differ significantly between gadobenate and
gadofosveset. At typical clinical doses of the contrast agents, partition
coefficients were significantly lower for the intravascular contrast agent
than for the extravascular agent.
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Affiliation(s)
- Marcelo Souto Nacif
- MD, PhD, Universidade Federal Fluminense (UFF), Niterói, RJ, Brazil, National Institutes of Health Clinical Center, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
| | - Fabio S Raman
- Biomedical Engineer, National Institutes of Health Clinical Center, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
| | - Neville Gai
- MD, National Institutes of Health Clinical Center, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
| | - Jacquin Jones
- PhD, National Institutes of Health Clinical Center, Bethesda, MD, USA
| | | | - Christopher T Sibley
- MD, National Institutes of Health Clinical Center, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
| | - Songtao Liu
- MD, National Institutes of Health Clinical Center, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
| | - A Bluemke David
- MD, PhD, National Institutes of Health Clinical Center, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
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Nacif MS, Almeida ALC, Young AA, Cowan BR, Armstrong AC, Yang E, Sibley CT, Hundley WG, Liu S, Lima JA, Bluemke DA. Three-Dimensional Volumetric Assessment of Diastolic Function by Cardiac Magnetic Resonance Imaging: The Multi-Ethnic Study of Atherosclerosis (MESA). Arq Bras Cardiol 2017; 108:552-563. [PMID: 28562831 PMCID: PMC5489326 DOI: 10.5935/abc.20170063] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2016] [Accepted: 12/19/2016] [Indexed: 11/20/2022] Open
Abstract
Background: Cardiac Magnetic Resonance is in need of a simple and robust method for diastolic function assessment that can be done with routine protocol sequences. Objective: To develop and validate a three-dimensional (3D) model-based volumetric assessment of diastolic function using cardiac magnetic resonance (CMR) imaging and compare the results obtained with the model with those obtained by echocardiography. Methods: The study participants provided written informed consent and were included if having undergone both echocardiography and cine steady-state free precession (SSFP) CMR on the same day. Guide points at the septal and lateral mitral annulus were used to define the early longitudinal relaxation rate (E'), while a time-volume curve from the 3D model was used to assess diastolic filling parameters. We determined the correlation between 3D CMR and echocardiography and the accuracy of CMR in classifying the diastolic function grade. Results: The study included 102 subjects. The E/A ratio by CMR was positively associated with the E/A ratio by echocardiography (r = 0.71, p < 0.0001). The early diastolic relaxation velocity by tissue Doppler and longitudinal relaxation rate for the lateral mitral annulus displacement were positively associated (p = 0.007), as were the ratio between Doppler E/e' and CMR E/E' (p = 0.01). CMR-determined normalized peak E (NE) and deceleration time (DT) were able to predict diastolic dysfunction (areas under the curve [AUCs] = 0.70 and 0.72, respectively). In addition, the lateral E/E' ratio showed good utility in identifying diastolic dysfunction (AUC = 0.80). Overall, echocardiography and CMR interobserver and intraobserver agreements were excellent (intraclass correlation coefficient range 0.72 - 0.97). Conclusion: 3D modeling of standard cine CMR images was able to identify study subjects with reduced diastolic function and showed good reproducibility, suggesting a potential for a routine diastolic function assessment by CMR. Fundamento: A ressonância magnética cardíaca necessita de um método simples e robusto para a avaliação da função diastólica que pode ser feito com sequências protocolares de rotina. Objetivo: Desenvolver e validar a avaliação volumétrica da função diastólica através de um modelo tridimensional (3D) com utilização de imagens de ressonância magnética cardíaca (RMC) e comparar os resultados obtidos com este modelo com os obtidos por ecocardiografia. Métodos: Os participantes do estudo assinaram um termo de consentimento e foram incluídos se tivessem sido submetidos no mesmo dia tanto à ecocardiografia quanto à cine RMC com precessão livre no estado estacionário (steady-state free precession, SSFP). Pontos-guia foram utilizados no anel mitral septal e lateral para definir a velocidade de estiramento no início da diástole (E'), enquanto curvas de volume-tempo do modelo 3D foram utilizadas para avaliar os parâmetros de enchimento diastólico. Foram determinadas a correlação entre a RMC 3D e a ecocardiografia, além da acurácia da RMC em classificar o grau de função diastólica. Resultados: Ao todo, 102 sujeitos foram incluídos no estudo. A razão E/A pela RMC esteve positivamente associada com a razão E/A obtida pela ecocardiografia (r = 0,71, p < 0,0001). Estiveram positivamente associadas a velocidade de relaxamento diastólico inicial ao Doppler tecidual e a velocidade de relaxamento longitudinal de deslocamento do anel mitral lateral (p = 0,007), bem como a razão entre E/e' por Doppler e E/E' pela RMC (p = 0,01). A velocidade normalizada de pico de enchimento (EM) determinada pela RMC e o tempo de desaceleração (TD) foram capazes de predizer a disfunção diastólica (áreas sob a curva [AUCs] = 0,70 e 0,72, respectivamente). Além disso, a razão E/E' lateral mostrou boa utilidade para a identificação da disfunção diastólica (AUC = 0,80). No geral, a ecocardiografia e a RMC apresentaram excelente concordância interobservador e intraobservador (coeficiente de correlação intraclasse 0,72 - 0,97). Conclusão: Uma modelagem 3D de imagens padrões de cine RMC foi capaz de identificar os indivíduos do estudo com função diastólica reduzida e mostrou uma boa reprodutibilidade, sugerindo ter potencial na avaliação rotineira da função diastólica por RMC.
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Affiliation(s)
- Marcelo S Nacif
- Radiology and Imaging Sciences - National Institutes of Health Clinical Center, Bethesda, MD, USA.,Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.,Radiology Department, Universidade Federal Fluminense, Niterói, RJ, Brazil
| | - Andre L C Almeida
- Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Alistair A Young
- Auckland MRI Research Group, University of Auckland, Auckland, New Zealand
| | - Brett R Cowan
- Auckland MRI Research Group, University of Auckland, Auckland, New Zealand
| | - Anderson C Armstrong
- Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Eunice Yang
- Radiology and Imaging Sciences - National Institutes of Health Clinical Center, Bethesda, MD, USA
| | - Christopher T Sibley
- Radiology and Imaging Sciences - National Institutes of Health Clinical Center, Bethesda, MD, USA
| | - W Gregory Hundley
- Department of Internal Medicine and Radiology, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Songtao Liu
- Radiology and Imaging Sciences - National Institutes of Health Clinical Center, Bethesda, MD, USA
| | - Joao Ac Lima
- Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - David A Bluemke
- Radiology and Imaging Sciences - National Institutes of Health Clinical Center, Bethesda, MD, USA.,Molecular Biomedical Imaging Laboratory, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
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Sandfort V, Lai S, Ahlman MA, Mallek M, Liu S, Sibley CT, Turkbey EB, Lima JAC, Bluemke DA. Obesity Is Associated With Progression of Atherosclerosis During Statin Treatment. J Am Heart Assoc 2016; 5:JAHA.116.003621. [PMID: 27413040 PMCID: PMC5015399 DOI: 10.1161/jaha.116.003621] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Background This study aimed to determine the relationship of statin therapy and cardiovascular risk factors to changes in atherosclerosis in the carotid artery. Methods and Results Carotid magnetic resonance imaging was used to evaluate 106 hyperlipidemic participants at baseline and after 12 months of 3‐hydroxy‐3‐methylglutaryl coenzyme A reductase inhibitor (statin) treatment. Multivariable logistic regression was used to determine factors associated with progression (change in carotid wall volume >0) or regression (change ≤0) of carotid atherosclerosis. Computed tomography coronary calcium scores were obtained at baseline for all participants. The median age was 65 years (interquartile range 60–69 years), and 63% of the participants were male. Body mass index >30, elevated C‐reactive protein, and hypertension were associated with increased carotid wall volume (obesity: odds ratio for progression 4.6, 95% CI 1.8–12.4, P<0.01; C‐reactive protein: odds ratio for progression 2.56, 95% CI 1.17–5.73, P=0.02; hypertension: odds ratio 2.4, 95% CI 1.1–5.3, P<0.05). Higher statin dose was associated with regression of carotid wall volume (P<0.05). In multivariable analysis, obesity remained associated with progression (P<0.01), whereas statin use remained associated with regression (P<0.05). Change in atheroma volume in obese participants was +4.8% versus −4.2% in nonobese participants (P<0.05) despite greater low‐density lipoprotein cholesterol reduction in obese participants. Conclusions In a population with hyperlipidemia, obese patients showed atheroma progression despite optimized statin therapy. Clinical Trial Registration URL: http://www.clinicaltrials.gov. Unique identifier: NCT01212900.
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Affiliation(s)
- Veit Sandfort
- Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD
| | | | - Mark A Ahlman
- Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD
| | - Marissa Mallek
- Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD
| | - Songtao Liu
- Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD
| | - Christopher T Sibley
- Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD
| | - Evrim B Turkbey
- Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD
| | | | - David A Bluemke
- Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD
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8
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Yeboah J, Young R, McClelland RL, Delaney JC, Polonsky TS, Dawood FZ, Blaha MJ, Miedema MD, Sibley CT, Carr JJ, Burke GL, Goff DC, Psaty BM, Greenland P, Herrington DM. Utility of Nontraditional Risk Markers in Atherosclerotic Cardiovascular Disease Risk Assessment. J Am Coll Cardiol 2016; 67:139-147. [PMID: 26791059 DOI: 10.1016/j.jacc.2015.10.058] [Citation(s) in RCA: 202] [Impact Index Per Article: 25.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2015] [Revised: 09/08/2015] [Accepted: 10/27/2015] [Indexed: 10/22/2022]
Abstract
BACKGROUND The improvement in discrimination gained by adding nontraditional cardiovascular risk markers cited in the 2013 American College of Cardiology/American Heart Association cholesterol guidelines to the atherosclerotic cardiovascular disease (ASCVD) risk estimator (pooled cohort equation [PCE]) is untested. OBJECTIVES This study assessed the predictive accuracy and improvement in reclassification gained by the addition of the coronary artery calcium (CAC) score, the ankle-brachial index (ABI), high-sensitivity C-reactive protein (hsCRP) levels, and family history (FH) of ASCVD to the PCE in participants of MESA (Multi-Ethnic Study of Atherosclerosis). METHODS The PCE was calibrated (cPCE) and used for this analysis. The Cox proportional hazards survival model, Harrell's C statistics, and net reclassification improvement analyses were used. ASCVD was defined as myocardial infarction, coronary heart disease-related death, or fatal or nonfatal stroke. RESULTS Of 6,814 MESA participants not prescribed statins at baseline, 5,185 had complete data and were included in this analysis. Their mean age was 61 years; 53.1% were women, 9.8% had diabetes, and 13.6% were current smokers. After 10 years of follow-up, 320 (6.2%) ASCVD events occurred. CAC score, ABI, and FH were independent predictors of ASCVD events in the multivariable Cox models. CAC score modestly improved the Harrell's C statistic (0.74 vs. 0.76; p = 0.04); ABI, hsCRP levels, and FH produced no improvement in Harrell's C statistic when added to the cPCE. CONCLUSIONS CAC score, ABI, and FH were independent predictors of ASCVD events. CAC score modestly improved the discriminative ability of the cPCE compared with other nontraditional risk markers.
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Affiliation(s)
- Joseph Yeboah
- Department of Heart and Vascular Center of Excellence, Wake Forest Baptist Health, Winston-Salem, North Carolina.
| | - Rebekah Young
- Department of Biostatistics, University of Washington, Seattle, Washington
| | - Robyn L McClelland
- Department of Biostatistics, University of Washington, Seattle, Washington
| | - Joseph C Delaney
- Department of Biostatistics, University of Washington, Seattle, Washington
| | - Tamar S Polonsky
- Section of Cardiology, Department of Internal Medicine, University of Chicago, Chicago, Illinois
| | - Farah Z Dawood
- Department of Heart and Vascular Center of Excellence, Wake Forest Baptist Health, Winston-Salem, North Carolina
| | - Michael J Blaha
- Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Michael D Miedema
- Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, Minneapolis, Minnesota
| | | | - J Jeffrey Carr
- Department of Radiology, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Gregory L Burke
- Public Health, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - David C Goff
- Public Health, University of Colorado School of Public Health, Aurora, Colorado
| | - Bruce M Psaty
- Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology and Health Services, University of Washington, Seattle, Washington
| | - Philip Greenland
- Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - David M Herrington
- Department of Heart and Vascular Center of Excellence, Wake Forest Baptist Health, Winston-Salem, North Carolina
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9
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Blaha MJ, Cainzos-Achirica M, Greenland P, McEvoy JW, Blankstein R, Budoff MJ, Dardari Z, Sibley CT, Burke GL, Kronmal RA, Szklo M, Blumenthal RS, Nasir K. Role of Coronary Artery Calcium Score of Zero and Other Negative Risk Markers for Cardiovascular Disease: The Multi-Ethnic Study of Atherosclerosis (MESA). Circulation 2016; 133:849-58. [PMID: 26801055 DOI: 10.1161/circulationaha.115.018524] [Citation(s) in RCA: 307] [Impact Index Per Article: 38.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2015] [Accepted: 01/14/2016] [Indexed: 11/16/2022]
Abstract
BACKGROUND Limited attention has been paid to negative cardiovascular disease (CVD) risk markers despite their potential to improve medical decision making. We compared 13 negative risk markers using diagnostic likelihood ratios (DLRs), which model the change in risk for an individual after the result of an additional test. METHODS AND RESULTS We examined 6814 participants from the Multi-Ethnic Study of Atherosclerosis. Coronary artery calcium score of 0, carotid intima-media thickness <25th percentile, absence of carotid plaque, brachial flow-mediated dilation >5% change, ankle-brachial index >0.9 and <1.3, high-sensitivity C-reactive protein <2 mg/L, homocysteine <10 µmol/L, N-terminal pro-brain natriuretic peptide <100 pg/mL, no microalbuminuria, no family history of coronary heart disease (any/premature), absence of metabolic syndrome, and healthy lifestyle were compared for all and hard coronary heart disease and all CVD events over the 10-year follow-up. Models were adjusted for traditional CVD risk factors. Among all negative risk markers, coronary artery calcium score of 0 was the strongest, with an adjusted mean DLR of 0.41 (SD, 0.12) for all coronary heart disease and 0.54 (SD, 0.12) for CVD, followed by carotid intima-media thickness <25th percentile (DLR, 0.65 [SD, 0.04] and 0.75 [SD, 0.04], respectively). High-sensitivity C-reactive protein <2 mg/L and normal ankle-brachial index had DLRs >0.80. Among clinical features, absence of any family history of coronary heart disease was the strongest (DLRs, 0.76 [SD, 0.07] and 0.81 [SD, 0.06], respectively). Net reclassification improvement analyses yielded similar findings, with coronary artery calcium score of 0 resulting in the largest, most accurate downward risk reclassification. CONCLUSIONS Negative results of atherosclerosis-imaging tests, particularly coronary artery calcium score of 0, resulted in the greatest downward shift in estimated CVD risk. These results may help guide discussions on the identification of individuals less likely to receive net benefit from lifelong preventive pharmacotherapy.
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Affiliation(s)
- Michael J Blaha
- From Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins Medical Institutions, Baltimore, MD (M.J.B., M.C.-A., J.W.M., Z.D., R.S.B., K.N.); Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD (M.C.-A.); Departments of Medicine and Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL (P.G.); Brigham and Women's Hospital, Boston, MA (R.B.); Los Angeles Biomedical Research Institute at Harbor-UCLA, Torrance, CA (M.J.B.); Knight Cardiovascular Institute, Oregon Health and Science University, Portland (C.T.S.); Department of Public Health Sciences, Wake Forest University, Winston-Salem, NC (G.L.B.); University of Washington, Seattle (R.A.K.); Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (M.J.B., M.S.); Center for Healthcare Advancement and Outcomes, and Miami Cardiac and Vascular Institute, Baptist Heath South Florida, Miami (K.N.).
| | - Miguel Cainzos-Achirica
- From Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins Medical Institutions, Baltimore, MD (M.J.B., M.C.-A., J.W.M., Z.D., R.S.B., K.N.); Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD (M.C.-A.); Departments of Medicine and Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL (P.G.); Brigham and Women's Hospital, Boston, MA (R.B.); Los Angeles Biomedical Research Institute at Harbor-UCLA, Torrance, CA (M.J.B.); Knight Cardiovascular Institute, Oregon Health and Science University, Portland (C.T.S.); Department of Public Health Sciences, Wake Forest University, Winston-Salem, NC (G.L.B.); University of Washington, Seattle (R.A.K.); Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (M.J.B., M.S.); Center for Healthcare Advancement and Outcomes, and Miami Cardiac and Vascular Institute, Baptist Heath South Florida, Miami (K.N.)
| | - Philip Greenland
- From Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins Medical Institutions, Baltimore, MD (M.J.B., M.C.-A., J.W.M., Z.D., R.S.B., K.N.); Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD (M.C.-A.); Departments of Medicine and Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL (P.G.); Brigham and Women's Hospital, Boston, MA (R.B.); Los Angeles Biomedical Research Institute at Harbor-UCLA, Torrance, CA (M.J.B.); Knight Cardiovascular Institute, Oregon Health and Science University, Portland (C.T.S.); Department of Public Health Sciences, Wake Forest University, Winston-Salem, NC (G.L.B.); University of Washington, Seattle (R.A.K.); Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (M.J.B., M.S.); Center for Healthcare Advancement and Outcomes, and Miami Cardiac and Vascular Institute, Baptist Heath South Florida, Miami (K.N.)
| | - John W McEvoy
- From Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins Medical Institutions, Baltimore, MD (M.J.B., M.C.-A., J.W.M., Z.D., R.S.B., K.N.); Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD (M.C.-A.); Departments of Medicine and Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL (P.G.); Brigham and Women's Hospital, Boston, MA (R.B.); Los Angeles Biomedical Research Institute at Harbor-UCLA, Torrance, CA (M.J.B.); Knight Cardiovascular Institute, Oregon Health and Science University, Portland (C.T.S.); Department of Public Health Sciences, Wake Forest University, Winston-Salem, NC (G.L.B.); University of Washington, Seattle (R.A.K.); Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (M.J.B., M.S.); Center for Healthcare Advancement and Outcomes, and Miami Cardiac and Vascular Institute, Baptist Heath South Florida, Miami (K.N.)
| | - Ron Blankstein
- From Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins Medical Institutions, Baltimore, MD (M.J.B., M.C.-A., J.W.M., Z.D., R.S.B., K.N.); Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD (M.C.-A.); Departments of Medicine and Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL (P.G.); Brigham and Women's Hospital, Boston, MA (R.B.); Los Angeles Biomedical Research Institute at Harbor-UCLA, Torrance, CA (M.J.B.); Knight Cardiovascular Institute, Oregon Health and Science University, Portland (C.T.S.); Department of Public Health Sciences, Wake Forest University, Winston-Salem, NC (G.L.B.); University of Washington, Seattle (R.A.K.); Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (M.J.B., M.S.); Center for Healthcare Advancement and Outcomes, and Miami Cardiac and Vascular Institute, Baptist Heath South Florida, Miami (K.N.)
| | - Matthew J Budoff
- From Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins Medical Institutions, Baltimore, MD (M.J.B., M.C.-A., J.W.M., Z.D., R.S.B., K.N.); Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD (M.C.-A.); Departments of Medicine and Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL (P.G.); Brigham and Women's Hospital, Boston, MA (R.B.); Los Angeles Biomedical Research Institute at Harbor-UCLA, Torrance, CA (M.J.B.); Knight Cardiovascular Institute, Oregon Health and Science University, Portland (C.T.S.); Department of Public Health Sciences, Wake Forest University, Winston-Salem, NC (G.L.B.); University of Washington, Seattle (R.A.K.); Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (M.J.B., M.S.); Center for Healthcare Advancement and Outcomes, and Miami Cardiac and Vascular Institute, Baptist Heath South Florida, Miami (K.N.)
| | - Zeina Dardari
- From Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins Medical Institutions, Baltimore, MD (M.J.B., M.C.-A., J.W.M., Z.D., R.S.B., K.N.); Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD (M.C.-A.); Departments of Medicine and Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL (P.G.); Brigham and Women's Hospital, Boston, MA (R.B.); Los Angeles Biomedical Research Institute at Harbor-UCLA, Torrance, CA (M.J.B.); Knight Cardiovascular Institute, Oregon Health and Science University, Portland (C.T.S.); Department of Public Health Sciences, Wake Forest University, Winston-Salem, NC (G.L.B.); University of Washington, Seattle (R.A.K.); Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (M.J.B., M.S.); Center for Healthcare Advancement and Outcomes, and Miami Cardiac and Vascular Institute, Baptist Heath South Florida, Miami (K.N.)
| | - Christopher T Sibley
- From Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins Medical Institutions, Baltimore, MD (M.J.B., M.C.-A., J.W.M., Z.D., R.S.B., K.N.); Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD (M.C.-A.); Departments of Medicine and Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL (P.G.); Brigham and Women's Hospital, Boston, MA (R.B.); Los Angeles Biomedical Research Institute at Harbor-UCLA, Torrance, CA (M.J.B.); Knight Cardiovascular Institute, Oregon Health and Science University, Portland (C.T.S.); Department of Public Health Sciences, Wake Forest University, Winston-Salem, NC (G.L.B.); University of Washington, Seattle (R.A.K.); Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (M.J.B., M.S.); Center for Healthcare Advancement and Outcomes, and Miami Cardiac and Vascular Institute, Baptist Heath South Florida, Miami (K.N.)
| | - Gregory L Burke
- From Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins Medical Institutions, Baltimore, MD (M.J.B., M.C.-A., J.W.M., Z.D., R.S.B., K.N.); Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD (M.C.-A.); Departments of Medicine and Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL (P.G.); Brigham and Women's Hospital, Boston, MA (R.B.); Los Angeles Biomedical Research Institute at Harbor-UCLA, Torrance, CA (M.J.B.); Knight Cardiovascular Institute, Oregon Health and Science University, Portland (C.T.S.); Department of Public Health Sciences, Wake Forest University, Winston-Salem, NC (G.L.B.); University of Washington, Seattle (R.A.K.); Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (M.J.B., M.S.); Center for Healthcare Advancement and Outcomes, and Miami Cardiac and Vascular Institute, Baptist Heath South Florida, Miami (K.N.)
| | - Richard A Kronmal
- From Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins Medical Institutions, Baltimore, MD (M.J.B., M.C.-A., J.W.M., Z.D., R.S.B., K.N.); Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD (M.C.-A.); Departments of Medicine and Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL (P.G.); Brigham and Women's Hospital, Boston, MA (R.B.); Los Angeles Biomedical Research Institute at Harbor-UCLA, Torrance, CA (M.J.B.); Knight Cardiovascular Institute, Oregon Health and Science University, Portland (C.T.S.); Department of Public Health Sciences, Wake Forest University, Winston-Salem, NC (G.L.B.); University of Washington, Seattle (R.A.K.); Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (M.J.B., M.S.); Center for Healthcare Advancement and Outcomes, and Miami Cardiac and Vascular Institute, Baptist Heath South Florida, Miami (K.N.)
| | - Moyses Szklo
- From Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins Medical Institutions, Baltimore, MD (M.J.B., M.C.-A., J.W.M., Z.D., R.S.B., K.N.); Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD (M.C.-A.); Departments of Medicine and Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL (P.G.); Brigham and Women's Hospital, Boston, MA (R.B.); Los Angeles Biomedical Research Institute at Harbor-UCLA, Torrance, CA (M.J.B.); Knight Cardiovascular Institute, Oregon Health and Science University, Portland (C.T.S.); Department of Public Health Sciences, Wake Forest University, Winston-Salem, NC (G.L.B.); University of Washington, Seattle (R.A.K.); Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (M.J.B., M.S.); Center for Healthcare Advancement and Outcomes, and Miami Cardiac and Vascular Institute, Baptist Heath South Florida, Miami (K.N.)
| | - Roger S Blumenthal
- From Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins Medical Institutions, Baltimore, MD (M.J.B., M.C.-A., J.W.M., Z.D., R.S.B., K.N.); Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD (M.C.-A.); Departments of Medicine and Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL (P.G.); Brigham and Women's Hospital, Boston, MA (R.B.); Los Angeles Biomedical Research Institute at Harbor-UCLA, Torrance, CA (M.J.B.); Knight Cardiovascular Institute, Oregon Health and Science University, Portland (C.T.S.); Department of Public Health Sciences, Wake Forest University, Winston-Salem, NC (G.L.B.); University of Washington, Seattle (R.A.K.); Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (M.J.B., M.S.); Center for Healthcare Advancement and Outcomes, and Miami Cardiac and Vascular Institute, Baptist Heath South Florida, Miami (K.N.)
| | - Khurram Nasir
- From Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins Medical Institutions, Baltimore, MD (M.J.B., M.C.-A., J.W.M., Z.D., R.S.B., K.N.); Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD (M.C.-A.); Departments of Medicine and Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL (P.G.); Brigham and Women's Hospital, Boston, MA (R.B.); Los Angeles Biomedical Research Institute at Harbor-UCLA, Torrance, CA (M.J.B.); Knight Cardiovascular Institute, Oregon Health and Science University, Portland (C.T.S.); Department of Public Health Sciences, Wake Forest University, Winston-Salem, NC (G.L.B.); University of Washington, Seattle (R.A.K.); Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (M.J.B., M.S.); Center for Healthcare Advancement and Outcomes, and Miami Cardiac and Vascular Institute, Baptist Heath South Florida, Miami (K.N.)
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Nasir K, Bittencourt MS, Blaha MJ, Blankstein R, Agatson AS, Rivera JJ, Miedema MD, Sibley CT, Shaw LJ, Blumenthal RS, Budoff MJ, Krumholz HM. Implications of Coronary Artery Calcium Testing Among Statin Candidates According to American College of Cardiology/American Heart Association Cholesterol Management Guidelines: MESA (Multi-Ethnic Study of Atherosclerosis). J Am Coll Cardiol 2016; 66:1657-68. [PMID: 26449135 DOI: 10.1016/j.jacc.2015.07.066] [Citation(s) in RCA: 338] [Impact Index Per Article: 42.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2015] [Revised: 07/20/2015] [Accepted: 07/20/2015] [Indexed: 11/17/2022]
Abstract
BACKGROUND The American College of Cardiology (ACC)/American Heart Association (AHA) cholesterol management guidelines have significantly broadened the scope of candidates eligible for statin therapy. OBJECTIVES This study evaluated the implications of the absence of coronary artery calcium (CAC) in reclassifying patients from a risk stratum in which statins are recommended to one in which they are not. METHODS MESA (Multi-Ethnic Study of Atherosclerosis) is a longitudinal study of 6,814 men and women 45 to 84 years of age without clinical atherosclerotic cardiovascular disease (ASCVD) risk at enrollment. We excluded 1,100 participants (16%) on lipid-lowering medication, 87 (1.3%) without low-density lipoprotein levels, 26 (0.4%) with missing risk factors for calculation of 10-year risk of ASCVD, 633 (9%) >75 years of age, and 209 (3%) with low-density lipoprotein <70 mg/dl from the analysis. RESULTS The study population consisted of 4,758 participants (age 59 ± 9 years; 47% males). A total of 247 (5.2%) ASCVD and 155 (3.3%) hard coronary heart disease events occurred over a median (interquartile range) follow-up of 10.3 (9.7 to 10.8) years. The new ACC/AHA guidelines recommended 2,377 (50%) MESA participants for moderate- to high-intensity statins; the majority (77%) was eligible because of a 10-year estimated ASCVD risk ≥7.5%. Of those recommended statins, 41% had CAC = 0 and had 5.2 ASCVD events/1,000 person-years. Among 589 participants (12%) considered for moderate-intensity statin, 338 (57%) had a CAC = 0, with an ASCVD event rate of 1.5 per 1,000 person-years. Of participants eligible (recommended or considered) for statins, 44% (1,316 of 2,966) had CAC = 0 at baseline and an observed 10-year ASCVD event rate of 4.2 per 1,000 person-years. CONCLUSIONS Significant ASCVD risk heterogeneity exists among those eligible for statins according to the new guidelines. The absence of CAC reclassifies approximately one-half of candidates as not eligible for statin therapy.
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Affiliation(s)
- Khurram Nasir
- Center for Healthcare Advancement & Outcomes, Baptist Health South Florida, Miami, Florida; Miami Cardiac and Vascular Institute, Baptist Health South Florida, Miami, Florida; The Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, Maryland; Department of Epidemiology, Robert Stempel College of Public Health and Department of Medicine, Herbert Wertheim College of Medicine, Florida International University, Miami, Florida.
| | - Marcio S Bittencourt
- Center for Clinical and Epidemiological Research and Division of Internal Medicine, University Hospital, University of São Paulo, São Paulo, Brazil; Non-Invasive Cardiovascular Imaging Program, Departments of Medicine (Cardiovascular Division) and Radiology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts; Preventive Medicine Centre, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | - Michael J Blaha
- The Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, Maryland
| | - Ron Blankstein
- Non-Invasive Cardiovascular Imaging Program, Departments of Medicine (Cardiovascular Division) and Radiology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Arthur S Agatson
- Center for Healthcare Advancement & Outcomes, Baptist Health South Florida, Miami, Florida
| | | | | | - Christopher T Sibley
- Knight Cardiovascular Institute, Oregon Health & Science University, Portland Oregon
| | - Leslee J Shaw
- Emory Clinical Cardiovascular Research Institute, Emory University, Atlanta, Georgia
| | - Roger S Blumenthal
- The Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, Maryland
| | - Matthew J Budoff
- Division of Cardiology, Los Angeles Biomedical Research Institute at Harbor-UCLA, Torrance, California
| | - Harlan M Krumholz
- Section of Cardiovascular Medicine and Robert Wood Johnson Foundation Clinical Scholars Program, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut; Department of Health Policy and Management, Yale School of Public Health, New Haven, Connecticut; Center for Outcomes Research and Evaluation, Yale-New Haven Hospital, New Haven, Connecticut
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11
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Liu K, Colangelo LA, Daviglus ML, Goff DC, Pletcher M, Schreiner PJ, Sibley CT, Burke GL, Post WS, Michos ED, Lloyd-Jones DM. Can Antihypertensive Treatment Restore the Risk of Cardiovascular Disease to Ideal Levels?: The Coronary Artery Risk Development in Young Adults (CARDIA) Study and the Multi-Ethnic Study of Atherosclerosis (MESA). J Am Heart Assoc 2015; 4:e002275. [PMID: 26391135 PMCID: PMC4599509 DOI: 10.1161/jaha.115.002275] [Citation(s) in RCA: 86] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Background It is unclear whether antihypertensive treatment can restore cardiovascular disease risk to the risk level of persons with ideal blood pressure (BP) levels. Methods and Results Data from the Multi-Ethnic Study of Atherosclerosis (MESA) and the Coronary Artery Risk Development in Young Adults (CARDIA) study were analyzed. Outcomes were compared among participants without or with antihypertensive treatment at 3 BP levels: <120/<80 mm Hg, systolic BP 120 to 139 mm Hg or diastolic BP 80 to 89 mm Hg (120 to 129/≤80 mm Hg for participants with diabetes), and systolic BP ≥140 or diastolic BP ≥90 mm Hg (systolic BP ≥130 or diastolic BP ≥80 mm Hg for participants with diabetes). Among MESA participants aged ≥50 years at baseline, those with BP <120/<80 mm Hg on treatment had higher left ventricular mass index, prevalence of estimated glomerular filtration rate <60 mL/min per 1.73 m2, prevalence of coronary calcium score >100, and twice the incident cardiovascular disease rate over 9.5 years of follow-up than those with BP <120/<80 mm Hg without treatment. In CARDIA at year 25, persons with BP <120/<80 mm Hg with treatment had much longer exposure to higher BP and higher risk of end-organ damage and subclinical atherosclerosis than those with BP <120/<80 mm Hg without treatment. An exploratory analysis suggested that when cumulative systolic BP was high (eg, >3000 mm Hg–years in 25 years), the increase in left ventricular mass index accelerated. Conclusions The data suggest that based on the current approach, antihypertensive treatment cannot restore cardiovascular disease risk to ideal levels. Emphasis should be placed on primordial prevention of BP increases to further reduce cardiovascular disease morbidity and mortality.
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Affiliation(s)
- Kiang Liu
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL (K.L., L.A.C., D.M.L.J.)
| | - Laura A Colangelo
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL (K.L., L.A.C., D.M.L.J.)
| | - Martha L Daviglus
- Institute for Minority Health Research, University of Illinois at Chicago, IL (M.L.D.)
| | - David C Goff
- Colorado School of Public Health, Aurora, CO (D.C.G.)
| | - Mark Pletcher
- Division of Clinical Epidemiology, Department of Epidemiology and Biostatistics, University of California, San Francisco, CA (M.P.)
| | - Pamela J Schreiner
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN (P.J.S.)
| | - Christopher T Sibley
- Knight Cardiovascular Institute, Oregon Health and Science University, Portland, OR (C.T.S.)
| | - Gregory L Burke
- Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC (G.L.B.)
| | - Wendy S Post
- Division of Cardiology, Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD (W.S.P., E.D.M.)
| | - Erin D Michos
- Division of Cardiology, Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD (W.S.P., E.D.M.)
| | - Donald M Lloyd-Jones
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL (K.L., L.A.C., D.M.L.J.)
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Yeboah J, Polonsky TS, Young R, McClelland RL, Delaney JC, Dawood F, Blaha MJ, Miedema MD, Sibley CT, Carr JJ, Burke GL, Goff DC, Psaty BM, Greenland P, Herrington DM. Utility of Nontraditional Risk Markers in Individuals Ineligible for Statin Therapy According to the 2013 American College of Cardiology/American Heart Association Cholesterol Guidelines. Circulation 2015. [PMID: 26224808 DOI: 10.1161/circulationaha.115.016846] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND In the general population, the majority of cardiovascular events occur in people at the low to moderate end of population risk distribution. The 2013 American College of Cardiology/American Heart Association guideline on the treatment of blood cholesterol recommends consideration of statin therapy for adults with an estimated 10-year atherosclerotic cardiovascular disease (ASCVD) risk ≥7.5% based on traditional risk factors. Whether use of nontraditional risk markers can improve risk assessment in those below this threshold for statin therapy is unclear. METHODS AND RESULTS Using data from the Multi-Ethnic Study of Atherosclerosis (MESA), a population sample free of clinical CVD at baseline, we calibrated the Pooled Cohort Equations (cPCE). ASCVD was defined as myocardial infarction, coronary heart disease death, or fatal or nonfatal stroke. Adults with an initial cPCE <7.5% and elevated levels of additional risk markers (abnormal test) whose new calculated risk was ≥7.5% were considered statin eligible: low-density lipoprotein cholesterol ≥160 mg/dL; family history of ASCVD; high-sensitivity C-reactive protein ≥2 mg/dL; coronary artery calcium score ≥300 Agatston units or ≥75th percentile for age, sex, and ethnicity; and ankle-brachial index <0.9. We compared the absolute and relative ASCVD risks among those with versus without elevated posttest estimated risk. We calculated the number needed to screen to identify 1 person with abnormal test for each risk marker, defined as the number of participants with baseline cPCE risk <7.5% divided by the number with an abnormal test reclassified as statin eligible. Of 5185 participants not taking statins with complete data (age, 45-84 years), 4185 had a cPCE risk <7.5%. During 10 years of follow-up, 57% of the ASCVD events (183 of 320) occurred among adults with a cPCE risk <7.5%. When people with diabetes mellitus were excluded, the coronary artery calcium criterion reclassified 6.8% upward, with an event rate of 13.3%, absolute risk of 10%, relative risk of 4.0 (95% confidence interval [CI], 2.8-5.7), and number needed to screen of 14.7. The corresponding numbers for family history of ASCVD were 4.6%, 15.1%, 12%, 4.3 (95% CI, 3.0-6.4), and 21.8; for high-sensitivity C-reactive protein criteria, 2.6%, 10%, 6%, 2.6 (95% CI, 1.4-4.8), and 39.2; for ankle-brachial index criteria, 0.6%, 9%, 5%, 2.3 (95% CI, 0.6-8.6), and 176.5; and for low-density lipoprotein cholesterol criteria, 0.5%, 5%, 1%, 1.2 (95% CI, 0.2-8.4), and 193.3, respectively. Of the 3882 with <7.5% cPCE risk, 431 (11.1%) were reclassified to ≥7.5% (statin eligible) by at least 1 of the additional risk marker criteria. CONCLUSIONS In this generally low-risk population sample, a large proportion of ASCVD events occurred among adults with a 10-year cPCE risk <7.5%. We found that the coronary artery calcium score, high-sensitivity C-reactive protein, family history of ASCVD, and ankle-brachial index recommendations by the American College of Cardiology/American Heart Association cholesterol guidelines (Class IIB) identify small subgroups of asymptomatic population with a 10-year cPCE risk <7.5% but with observed ASCVD event rates >7.5% who may warrant statin therapy considerations.
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Affiliation(s)
- Joseph Yeboah
- From Heart and Vascular Center of Excellence, Wake Forest Baptist Health, Winston Salem, NC (J.Y., F.D., D.M.H.); Section of Cardiology, Department of Internal Medicine, University of Chicago, IL (T.S.P.); Department of Biostatistics (R.Y., R.L.M., J.C.D.) and Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology, and Health Services (B.M.P.), University of Washington, Seattle; Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins University School of Medicine, Baltimore, MD (M.J.B.); Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, MN (M.D.M.); Radiology, Oregon Health and Science University, Portland (C.T.S.); Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.); Public Health, Wake Forest University School of Medicine, Winston Salem, NC (G.L.B.); Public Health, University of Colorado School of Public Health, Aurora (D.C.G.); Group Health Research Institute, Group Health Cooperative, Seattle, WA (B.M.P.); and Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (P.G.).
| | - Tamar S Polonsky
- From Heart and Vascular Center of Excellence, Wake Forest Baptist Health, Winston Salem, NC (J.Y., F.D., D.M.H.); Section of Cardiology, Department of Internal Medicine, University of Chicago, IL (T.S.P.); Department of Biostatistics (R.Y., R.L.M., J.C.D.) and Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology, and Health Services (B.M.P.), University of Washington, Seattle; Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins University School of Medicine, Baltimore, MD (M.J.B.); Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, MN (M.D.M.); Radiology, Oregon Health and Science University, Portland (C.T.S.); Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.); Public Health, Wake Forest University School of Medicine, Winston Salem, NC (G.L.B.); Public Health, University of Colorado School of Public Health, Aurora (D.C.G.); Group Health Research Institute, Group Health Cooperative, Seattle, WA (B.M.P.); and Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (P.G.)
| | - Rebekah Young
- From Heart and Vascular Center of Excellence, Wake Forest Baptist Health, Winston Salem, NC (J.Y., F.D., D.M.H.); Section of Cardiology, Department of Internal Medicine, University of Chicago, IL (T.S.P.); Department of Biostatistics (R.Y., R.L.M., J.C.D.) and Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology, and Health Services (B.M.P.), University of Washington, Seattle; Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins University School of Medicine, Baltimore, MD (M.J.B.); Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, MN (M.D.M.); Radiology, Oregon Health and Science University, Portland (C.T.S.); Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.); Public Health, Wake Forest University School of Medicine, Winston Salem, NC (G.L.B.); Public Health, University of Colorado School of Public Health, Aurora (D.C.G.); Group Health Research Institute, Group Health Cooperative, Seattle, WA (B.M.P.); and Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (P.G.)
| | - Robyn L McClelland
- From Heart and Vascular Center of Excellence, Wake Forest Baptist Health, Winston Salem, NC (J.Y., F.D., D.M.H.); Section of Cardiology, Department of Internal Medicine, University of Chicago, IL (T.S.P.); Department of Biostatistics (R.Y., R.L.M., J.C.D.) and Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology, and Health Services (B.M.P.), University of Washington, Seattle; Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins University School of Medicine, Baltimore, MD (M.J.B.); Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, MN (M.D.M.); Radiology, Oregon Health and Science University, Portland (C.T.S.); Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.); Public Health, Wake Forest University School of Medicine, Winston Salem, NC (G.L.B.); Public Health, University of Colorado School of Public Health, Aurora (D.C.G.); Group Health Research Institute, Group Health Cooperative, Seattle, WA (B.M.P.); and Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (P.G.)
| | - Joseph C Delaney
- From Heart and Vascular Center of Excellence, Wake Forest Baptist Health, Winston Salem, NC (J.Y., F.D., D.M.H.); Section of Cardiology, Department of Internal Medicine, University of Chicago, IL (T.S.P.); Department of Biostatistics (R.Y., R.L.M., J.C.D.) and Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology, and Health Services (B.M.P.), University of Washington, Seattle; Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins University School of Medicine, Baltimore, MD (M.J.B.); Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, MN (M.D.M.); Radiology, Oregon Health and Science University, Portland (C.T.S.); Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.); Public Health, Wake Forest University School of Medicine, Winston Salem, NC (G.L.B.); Public Health, University of Colorado School of Public Health, Aurora (D.C.G.); Group Health Research Institute, Group Health Cooperative, Seattle, WA (B.M.P.); and Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (P.G.)
| | - Farah Dawood
- From Heart and Vascular Center of Excellence, Wake Forest Baptist Health, Winston Salem, NC (J.Y., F.D., D.M.H.); Section of Cardiology, Department of Internal Medicine, University of Chicago, IL (T.S.P.); Department of Biostatistics (R.Y., R.L.M., J.C.D.) and Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology, and Health Services (B.M.P.), University of Washington, Seattle; Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins University School of Medicine, Baltimore, MD (M.J.B.); Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, MN (M.D.M.); Radiology, Oregon Health and Science University, Portland (C.T.S.); Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.); Public Health, Wake Forest University School of Medicine, Winston Salem, NC (G.L.B.); Public Health, University of Colorado School of Public Health, Aurora (D.C.G.); Group Health Research Institute, Group Health Cooperative, Seattle, WA (B.M.P.); and Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (P.G.)
| | - Michael J Blaha
- From Heart and Vascular Center of Excellence, Wake Forest Baptist Health, Winston Salem, NC (J.Y., F.D., D.M.H.); Section of Cardiology, Department of Internal Medicine, University of Chicago, IL (T.S.P.); Department of Biostatistics (R.Y., R.L.M., J.C.D.) and Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology, and Health Services (B.M.P.), University of Washington, Seattle; Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins University School of Medicine, Baltimore, MD (M.J.B.); Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, MN (M.D.M.); Radiology, Oregon Health and Science University, Portland (C.T.S.); Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.); Public Health, Wake Forest University School of Medicine, Winston Salem, NC (G.L.B.); Public Health, University of Colorado School of Public Health, Aurora (D.C.G.); Group Health Research Institute, Group Health Cooperative, Seattle, WA (B.M.P.); and Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (P.G.)
| | - Michael D Miedema
- From Heart and Vascular Center of Excellence, Wake Forest Baptist Health, Winston Salem, NC (J.Y., F.D., D.M.H.); Section of Cardiology, Department of Internal Medicine, University of Chicago, IL (T.S.P.); Department of Biostatistics (R.Y., R.L.M., J.C.D.) and Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology, and Health Services (B.M.P.), University of Washington, Seattle; Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins University School of Medicine, Baltimore, MD (M.J.B.); Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, MN (M.D.M.); Radiology, Oregon Health and Science University, Portland (C.T.S.); Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.); Public Health, Wake Forest University School of Medicine, Winston Salem, NC (G.L.B.); Public Health, University of Colorado School of Public Health, Aurora (D.C.G.); Group Health Research Institute, Group Health Cooperative, Seattle, WA (B.M.P.); and Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (P.G.)
| | - Christopher T Sibley
- From Heart and Vascular Center of Excellence, Wake Forest Baptist Health, Winston Salem, NC (J.Y., F.D., D.M.H.); Section of Cardiology, Department of Internal Medicine, University of Chicago, IL (T.S.P.); Department of Biostatistics (R.Y., R.L.M., J.C.D.) and Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology, and Health Services (B.M.P.), University of Washington, Seattle; Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins University School of Medicine, Baltimore, MD (M.J.B.); Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, MN (M.D.M.); Radiology, Oregon Health and Science University, Portland (C.T.S.); Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.); Public Health, Wake Forest University School of Medicine, Winston Salem, NC (G.L.B.); Public Health, University of Colorado School of Public Health, Aurora (D.C.G.); Group Health Research Institute, Group Health Cooperative, Seattle, WA (B.M.P.); and Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (P.G.)
| | - J Jeffrey Carr
- From Heart and Vascular Center of Excellence, Wake Forest Baptist Health, Winston Salem, NC (J.Y., F.D., D.M.H.); Section of Cardiology, Department of Internal Medicine, University of Chicago, IL (T.S.P.); Department of Biostatistics (R.Y., R.L.M., J.C.D.) and Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology, and Health Services (B.M.P.), University of Washington, Seattle; Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins University School of Medicine, Baltimore, MD (M.J.B.); Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, MN (M.D.M.); Radiology, Oregon Health and Science University, Portland (C.T.S.); Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.); Public Health, Wake Forest University School of Medicine, Winston Salem, NC (G.L.B.); Public Health, University of Colorado School of Public Health, Aurora (D.C.G.); Group Health Research Institute, Group Health Cooperative, Seattle, WA (B.M.P.); and Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (P.G.)
| | - Gregory L Burke
- From Heart and Vascular Center of Excellence, Wake Forest Baptist Health, Winston Salem, NC (J.Y., F.D., D.M.H.); Section of Cardiology, Department of Internal Medicine, University of Chicago, IL (T.S.P.); Department of Biostatistics (R.Y., R.L.M., J.C.D.) and Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology, and Health Services (B.M.P.), University of Washington, Seattle; Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins University School of Medicine, Baltimore, MD (M.J.B.); Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, MN (M.D.M.); Radiology, Oregon Health and Science University, Portland (C.T.S.); Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.); Public Health, Wake Forest University School of Medicine, Winston Salem, NC (G.L.B.); Public Health, University of Colorado School of Public Health, Aurora (D.C.G.); Group Health Research Institute, Group Health Cooperative, Seattle, WA (B.M.P.); and Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (P.G.)
| | - David C Goff
- From Heart and Vascular Center of Excellence, Wake Forest Baptist Health, Winston Salem, NC (J.Y., F.D., D.M.H.); Section of Cardiology, Department of Internal Medicine, University of Chicago, IL (T.S.P.); Department of Biostatistics (R.Y., R.L.M., J.C.D.) and Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology, and Health Services (B.M.P.), University of Washington, Seattle; Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins University School of Medicine, Baltimore, MD (M.J.B.); Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, MN (M.D.M.); Radiology, Oregon Health and Science University, Portland (C.T.S.); Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.); Public Health, Wake Forest University School of Medicine, Winston Salem, NC (G.L.B.); Public Health, University of Colorado School of Public Health, Aurora (D.C.G.); Group Health Research Institute, Group Health Cooperative, Seattle, WA (B.M.P.); and Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (P.G.)
| | - Bruce M Psaty
- From Heart and Vascular Center of Excellence, Wake Forest Baptist Health, Winston Salem, NC (J.Y., F.D., D.M.H.); Section of Cardiology, Department of Internal Medicine, University of Chicago, IL (T.S.P.); Department of Biostatistics (R.Y., R.L.M., J.C.D.) and Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology, and Health Services (B.M.P.), University of Washington, Seattle; Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins University School of Medicine, Baltimore, MD (M.J.B.); Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, MN (M.D.M.); Radiology, Oregon Health and Science University, Portland (C.T.S.); Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.); Public Health, Wake Forest University School of Medicine, Winston Salem, NC (G.L.B.); Public Health, University of Colorado School of Public Health, Aurora (D.C.G.); Group Health Research Institute, Group Health Cooperative, Seattle, WA (B.M.P.); and Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (P.G.)
| | - Philip Greenland
- From Heart and Vascular Center of Excellence, Wake Forest Baptist Health, Winston Salem, NC (J.Y., F.D., D.M.H.); Section of Cardiology, Department of Internal Medicine, University of Chicago, IL (T.S.P.); Department of Biostatistics (R.Y., R.L.M., J.C.D.) and Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology, and Health Services (B.M.P.), University of Washington, Seattle; Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins University School of Medicine, Baltimore, MD (M.J.B.); Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, MN (M.D.M.); Radiology, Oregon Health and Science University, Portland (C.T.S.); Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.); Public Health, Wake Forest University School of Medicine, Winston Salem, NC (G.L.B.); Public Health, University of Colorado School of Public Health, Aurora (D.C.G.); Group Health Research Institute, Group Health Cooperative, Seattle, WA (B.M.P.); and Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (P.G.)
| | - David M Herrington
- From Heart and Vascular Center of Excellence, Wake Forest Baptist Health, Winston Salem, NC (J.Y., F.D., D.M.H.); Section of Cardiology, Department of Internal Medicine, University of Chicago, IL (T.S.P.); Department of Biostatistics (R.Y., R.L.M., J.C.D.) and Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology, and Health Services (B.M.P.), University of Washington, Seattle; Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins University School of Medicine, Baltimore, MD (M.J.B.); Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, MN (M.D.M.); Radiology, Oregon Health and Science University, Portland (C.T.S.); Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.); Public Health, Wake Forest University School of Medicine, Winston Salem, NC (G.L.B.); Public Health, University of Colorado School of Public Health, Aurora (D.C.G.); Group Health Research Institute, Group Health Cooperative, Seattle, WA (B.M.P.); and Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (P.G.)
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Rodriguez K, Kwan AC, Lai S, Lima JAC, Vigneault D, Sandfort V, Pattanayak P, Ahlman MA, Mallek M, Sibley CT, Bluemke DA. Coronary Plaque Burden at Coronary CT Angiography in Asymptomatic Men and Women. Radiology 2015; 277:73-80. [PMID: 26035436 DOI: 10.1148/radiol.2015142551] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Purpose To assess the relationship between total, calcified, and noncalcified coronary plaque burdens throughout the entire coronary vasculature at coronary computed tomographic (CT) angiography in relationship to cardiovascular risk factors in asymptomatic individuals with low-to-moderate risk. Materials and Methods This HIPAA-compliant study had institutional review board approval, and written informed consent was obtained. Two hundred two subjects were recruited to an ongoing prospective study designed to evaluate the effect of HMG-CoA reductase inhibitors on atherosclerosis. Eligible subjects were asymptomatic individuals older than 55 years who were eligible for statin therapy. Coronary CT angiography was performed by using a 320-detector row scanner. Coronary wall thickness and plaque were evaluated in all epicardial coronary arteries greater than 2 mm in diameter. Images were analyzed by using dedicated software involving an adaptive lumen attenuation algorithm. Total plaque index (calcified plus noncalcified plaque) was defined as plaque volume divided by vessel length. Multivariable regression analysis was performed to determine the relationship between risk factors and plaque indexes. Results The mean age of the subjects was 65.5 years ± 6.9 (standard deviation) (36% women), and the median coronary artery calcium (CAC) score was 73 (interquartile range, 1-434). The total coronary plaque index was higher in men than in women (42.06 mm(2) ± 9.22 vs 34.33 mm(2) ± 8.35; P < .001). In multivariable analysis controlling for all risk factors, total plaque index remained higher in men than in women (by 5.01 mm(2); P = .03) and in those with higher simvastatin doses (by 0.44 mm(2)/10 mg simvastatin dose equivalent; P = .02). Noncalcified plaque index was positively correlated with systolic blood pressure (β = 0.80 mm(2)/10 mm Hg; P = .03), diabetes (β = 4.47 mm(2); P = .03), and low-density lipoprotein (LDL) cholesterol level (β = 0.04 mm(2)/mg/dL; P = .02); the association with LDL cholesterol level remained significant (P = .02) after additional adjustment for the CAC score. Conclusion LDL cholesterol level, systolic blood pressure, and diabetes were associated with noncalcified plaque burden at coronary CT angiography in asymptomatic individuals with low-to-moderate risk. (©) RSNA, 2015 Online supplemental material is available for this article.
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Affiliation(s)
- Karen Rodriguez
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, 10 Center Dr, Bldg 10/1C355, Bethesda, MD 20892 (K.R., A.C.K., D.V., V.S., P.P., M.A.A., M.M., C.T.S., D.A.B.); and Department of Radiology (S.L.) and Cardiology Division, Department of Medicine (J.A.C.L.), Johns Hopkins University, Baltimore, Md
| | - Alan C Kwan
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, 10 Center Dr, Bldg 10/1C355, Bethesda, MD 20892 (K.R., A.C.K., D.V., V.S., P.P., M.A.A., M.M., C.T.S., D.A.B.); and Department of Radiology (S.L.) and Cardiology Division, Department of Medicine (J.A.C.L.), Johns Hopkins University, Baltimore, Md
| | - Shenghan Lai
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, 10 Center Dr, Bldg 10/1C355, Bethesda, MD 20892 (K.R., A.C.K., D.V., V.S., P.P., M.A.A., M.M., C.T.S., D.A.B.); and Department of Radiology (S.L.) and Cardiology Division, Department of Medicine (J.A.C.L.), Johns Hopkins University, Baltimore, Md
| | - João A C Lima
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, 10 Center Dr, Bldg 10/1C355, Bethesda, MD 20892 (K.R., A.C.K., D.V., V.S., P.P., M.A.A., M.M., C.T.S., D.A.B.); and Department of Radiology (S.L.) and Cardiology Division, Department of Medicine (J.A.C.L.), Johns Hopkins University, Baltimore, Md
| | - Davis Vigneault
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, 10 Center Dr, Bldg 10/1C355, Bethesda, MD 20892 (K.R., A.C.K., D.V., V.S., P.P., M.A.A., M.M., C.T.S., D.A.B.); and Department of Radiology (S.L.) and Cardiology Division, Department of Medicine (J.A.C.L.), Johns Hopkins University, Baltimore, Md
| | - Veit Sandfort
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, 10 Center Dr, Bldg 10/1C355, Bethesda, MD 20892 (K.R., A.C.K., D.V., V.S., P.P., M.A.A., M.M., C.T.S., D.A.B.); and Department of Radiology (S.L.) and Cardiology Division, Department of Medicine (J.A.C.L.), Johns Hopkins University, Baltimore, Md
| | - Puskar Pattanayak
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, 10 Center Dr, Bldg 10/1C355, Bethesda, MD 20892 (K.R., A.C.K., D.V., V.S., P.P., M.A.A., M.M., C.T.S., D.A.B.); and Department of Radiology (S.L.) and Cardiology Division, Department of Medicine (J.A.C.L.), Johns Hopkins University, Baltimore, Md
| | - Mark A Ahlman
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, 10 Center Dr, Bldg 10/1C355, Bethesda, MD 20892 (K.R., A.C.K., D.V., V.S., P.P., M.A.A., M.M., C.T.S., D.A.B.); and Department of Radiology (S.L.) and Cardiology Division, Department of Medicine (J.A.C.L.), Johns Hopkins University, Baltimore, Md
| | - Marissa Mallek
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, 10 Center Dr, Bldg 10/1C355, Bethesda, MD 20892 (K.R., A.C.K., D.V., V.S., P.P., M.A.A., M.M., C.T.S., D.A.B.); and Department of Radiology (S.L.) and Cardiology Division, Department of Medicine (J.A.C.L.), Johns Hopkins University, Baltimore, Md
| | - Christopher T Sibley
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, 10 Center Dr, Bldg 10/1C355, Bethesda, MD 20892 (K.R., A.C.K., D.V., V.S., P.P., M.A.A., M.M., C.T.S., D.A.B.); and Department of Radiology (S.L.) and Cardiology Division, Department of Medicine (J.A.C.L.), Johns Hopkins University, Baltimore, Md
| | - David A Bluemke
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, 10 Center Dr, Bldg 10/1C355, Bethesda, MD 20892 (K.R., A.C.K., D.V., V.S., P.P., M.A.A., M.M., C.T.S., D.A.B.); and Department of Radiology (S.L.) and Cardiology Division, Department of Medicine (J.A.C.L.), Johns Hopkins University, Baltimore, Md
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Thiara DK, Liu CY, Raman F, Mangat S, Purdy JB, Duarte HA, Schmidt N, Hur J, Sibley CT, Bluemke DA, Hadigan C. Abnormal Myocardial Function Is Related to Myocardial Steatosis and Diffuse Myocardial Fibrosis in HIV-Infected Adults. J Infect Dis 2015; 212:1544-51. [PMID: 25964507 DOI: 10.1093/infdis/jiv274] [Citation(s) in RCA: 94] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2015] [Accepted: 05/01/2015] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Impaired cardiac function persists in the era of effective human immunodeficiency virus (HIV) therapy, although the etiology is unclear. We used magnetic resonance imaging (MRI) to measure intramyocardial lipid levels and fibrosis as possible contributors to HIV-associated myocardial dysfunction. METHODS A cross-sectional study of 95 HIV-infected and 30 matched-healthy adults, without known cardiovascular disease (CVD) was completed. Intramyocardial lipid levels, myocardial fibrosis, and cardiac function (measured on the basis of strain) were quantified by MRI. RESULTS Systolic function was significantly decreased in HIV-infected subjects as compared to controls (mean radial strain [±SD], 21.7 ± 8.6% vs 30.5 ± 14.2%; P = .004). Intramyocardial lipid level and fibrosis index were both increased in HIV-infected subjects as compared to controls (P ≤ .04 for both) and correlated with the degree of myocardial dysfunction measured by strain parameters. Intramyocardial lipid levels correlated positively with antiretroviral therapy duration and visceral adiposity. Further, impaired myocardial function was strongly correlated with increased monocyte chemoattractant protein 1 levels (r = 0.396, P = .0002) and lipopolysaccharide binding protein levels (r = 0.25, P = .02). CONCLUSIONS HIV-infected adults have reduced myocardial function as compared to controls in the absence of known CVD. Decreased cardiac function was associated with abnormal myocardial tissue composition characterized by increased lipid levels and diffuse myocardial fibrosis. Metabolic alterations related to antiretroviral therapy and chronic inflammation may be important targets for optimizing long-term cardiovascular health in HIV-infected individuals.
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Affiliation(s)
- Diana K Thiara
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases
| | | | - Fabio Raman
- Radiology and Imaging Sciences, Clinical Center Medical Scientist Training Program, University of Alabama at Birmingham
| | - Sabrina Mangat
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases
| | - Julia B Purdy
- Critical Care Medicine Department, National Institutes of Health, Bethesda, Maryland
| | - Horacio A Duarte
- Department of Pediatrics, Seattle Children's Hospital/University of Washington School of Medicine
| | - Nancyanne Schmidt
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases
| | - Jamie Hur
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases
| | | | | | - Colleen Hadigan
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases
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Mackey RH, Mora S, Bertoni AG, Wassel CL, Carnethon MR, Sibley CT, Goff DC. Lipoprotein particles and incident type 2 diabetes in the multi-ethnic study of atherosclerosis. Diabetes Care 2015; 38:628-36. [PMID: 25592196 PMCID: PMC4370328 DOI: 10.2337/dc14-0645] [Citation(s) in RCA: 103] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE In the Multi-Ethnic Study of Atherosclerosis (MESA), we evaluated associations of baseline levels of a lipoprotein-based insulin resistance (IR) index (LP-IR), IR-related lipoprotein particles, mean particle sizes, and lipids, with incident type 2 diabetes, independent of confounders, glucose, insulin, and HOMA-IR. RESEARCH DESIGN AND METHODS Among 5,314 adults aged 45-84 years without baseline diabetes or cardiovascular disease, 656 cases of diabetes were identified during a mean follow-up of 7.7 years. Lipoprotein particle concentrations, size, and LP-IR were determined by nuclear magnetic resonance spectroscopy of stored baseline plasma. Potential effect modification, by race/ethnicity, sex, baseline use of lipid-lowering medications or hormone therapy, or glucose strata (<90, 90-99, and ≥ 100 mg/dL), was also evaluated. RESULTS Higher levels of LP-IR, large VLDL particles (VLDL-P), small LDL particles, triglycerides (TG), and TG-to-HDL cholesterol (HDL-C) ratio and lower levels of large HDL particles, smaller HDL and LDL size, and larger VLDL size were significantly associated with incident diabetes adjusted for confounders and glucose or insulin. These also were similar by race/ethnicity, sex, and treatment group. Associations were similar for LP-IR, large VLDL-P, mean VLDL size, TG, and TG-to-HDL-C ratio; they persisted for LP-IR, large VLDL-P, or mean VLDL size adjusted for HOMA-IR or TG-to-HDL-C ratio and glucose but not for the TG-to-HDL-C ratio adjusted for LP-IR or for HOMA-IR or insulin if adjusted for LP-IR and glucose. CONCLUSIONS Among ethnically diverse men and women, LP-IR, large VLDL-P, large VLDL size, TG, and TG-to-HDL-C ratio were associated with incident diabetes independent of established risk factors, glucose, insulin, or HOMA-IR, as well as the use of lipid-lowering medications or hormone therapy.
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Affiliation(s)
- Rachel H Mackey
- University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA
| | - Samia Mora
- Brigham and Women's Hospital, Boston, MA
| | - Alain G Bertoni
- Division of Public Health Sciences, Wake Forest University Health Sciences, Winston-Salem, NC
| | - Christina L Wassel
- University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA
| | | | - Christopher T Sibley
- Knight Cardiovascular Institute, Oregon Health & Science University, Portland, OR
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Vaidya D, Bennett WL, Sibley CT, Polak JF, Herrington DM, Ouyang P. Association of parity with carotid diameter and distensibility: multi-ethnic study of atherosclerosis. Hypertension 2014; 64:253-8. [PMID: 24842921 DOI: 10.1161/hypertensionaha.114.03285] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Pregnancy and childbirth are associated with hemodynamic changes and vascular remodeling. It is not known whether parity is associated with later adverse vascular properties such as larger arterial diameter, wall thickness, and lower distensibility. We used baseline data from 3283 women free of cardiovascular disease aged 45 to 84 years enrolled in the population-based Multi-Ethnic Study of Atherosclerosis. Participants self-reported parity status. Ultrasound-derived carotid artery lumen diameters and brachial artery blood pressures were measured at peak-systole and end-diastole. Common carotid intima-media thickness was also measured. Regression models to determine the association of carotid distensibility coefficient, lumen diameter, and carotid intima-media thickness with parity were adjusted for age, race, height, weight, diabetes mellitus, current smoking, blood pressure medication use, and total and high-density lipoprotein cholesterol levels. The prevalence of nulliparity was 18%. In adjusted models, carotid distensibility coefficient was 0.09×10−5 Pa−1 lower (P=0.009) in parous versus nulliparous women. Among parous women, there was a nonlinear association with the greatest carotid distensibility coefficient seen in women with 2 live births and significantly lower distensibility seen in primiparas (P=0.04) or with higher parity >2 (P=0.005). No such pattern of association with parity was found for lumen diameter or carotid intima-media thickness. Parity is associated with lower carotid artery distensibility, suggesting arterial remodeling that lasts beyond childbirth. These long-term effects on the vasculature may explain the association of parity with cardiovascular events later in life.
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17
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Sibley CT, Estwick T, Zavodni A, Huang CY, Kwan AC, Soule BP, Long Priel DA, Remaley AT, Rudman Spergel AK, Turkbey EB, Kuhns DB, Holland SM, Malech HL, Zarember KA, Bluemke DA, Gallin JI. Assessment of atherosclerosis in chronic granulomatous disease. Circulation 2014; 130:2031-9. [PMID: 25239440 DOI: 10.1161/circulationaha.113.006824] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Patients with chronic granulomatous disease (CGD) experience immunodeficiency because of defects in the phagocyte NADPH oxidase and the concomitant reduction in reactive oxygen intermediates. This may result in a reduction in atherosclerotic injury. METHODS AND RESULTS We prospectively assessed the prevalence of cardiovascular risk factors, biomarkers of inflammation and neutrophil activation, and the presence of magnetic resonance imaging and computed tomography quantified subclinical atherosclerosis in the carotid and coronary arteries of 41 patients with CGD and 25 healthy controls in the same age range. Univariable and multivariable associations among risk factors, inflammatory markers, and atherosclerosis burden were assessed. Patients with CGD had significant elevations in traditional risk factors and inflammatory markers compared with control subjects, including hypertension, high-sensitivity C-reactive protein, oxidized low-density lipoprotein, and low high-density lipoprotein. Despite this, patients with CGD had a 22% lower internal carotid artery wall volume compared with control subjects (361.3±76.4 mm(3) versus 463.5±104.7 mm(3); P<0.001). This difference was comparable in p47(phox)- and gp91(phox)-deficient subtypes of CGD and independent of risk factors in multivariate regression analysis. In contrast, the prevalence of coronary arterial calcification was similar between patients with CGD and control subjects (14.6%, CGD; 6.3%, controls; P=0.39). CONCLUSIONS The observation by magnetic resonance imaging and computerized tomography of reduced carotid but not coronary artery atherosclerosis in patients with CGD despite the high prevalence of traditional risk factors raises questions about the role of NADPH oxidase in the pathogenesis of clinically significant atherosclerosis. Additional high-resolution studies in multiple vascular beds are required to address the therapeutic potential of NADPH oxidase inhibition in cardiovascular diseases. CLINICAL TRIAL REGISTRATION URL http://www.clinicaltrials.gov. Unique identifier: NCT01063309.
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Affiliation(s)
- Christopher T Sibley
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center (C.T.S., A.Z., A.C.K., E.B.T., D.A.B.), Laboratory of Host Defenses (T.E., P.B.S., A.K.R.S., H.L.M., K.A.Z., J.I.G.), Biostatistics Research Branch (C.-Y.H.), and Laboratory of Clinical Infectious Diseases (S.M.H.), National Institute of Allergy and Infectious Diseases and National Heart, Lung, and Blood Institute (A.T.R.), National Institutes of Health, Bethesda, MD
| | - Tyra Estwick
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center (C.T.S., A.Z., A.C.K., E.B.T., D.A.B.), Laboratory of Host Defenses (T.E., P.B.S., A.K.R.S., H.L.M., K.A.Z., J.I.G.), Biostatistics Research Branch (C.-Y.H.), and Laboratory of Clinical Infectious Diseases (S.M.H.), National Institute of Allergy and Infectious Diseases and National Heart, Lung, and Blood Institute (A.T.R.), National Institutes of Health, Bethesda, MD
| | - Anna Zavodni
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center (C.T.S., A.Z., A.C.K., E.B.T., D.A.B.), Laboratory of Host Defenses (T.E., P.B.S., A.K.R.S., H.L.M., K.A.Z., J.I.G.), Biostatistics Research Branch (C.-Y.H.), and Laboratory of Clinical Infectious Diseases (S.M.H.), National Institute of Allergy and Infectious Diseases and National Heart, Lung, and Blood Institute (A.T.R.), National Institutes of Health, Bethesda, MD
| | - Chiung-Yu Huang
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center (C.T.S., A.Z., A.C.K., E.B.T., D.A.B.), Laboratory of Host Defenses (T.E., P.B.S., A.K.R.S., H.L.M., K.A.Z., J.I.G.), Biostatistics Research Branch (C.-Y.H.), and Laboratory of Clinical Infectious Diseases (S.M.H.), National Institute of Allergy and Infectious Diseases and National Heart, Lung, and Blood Institute (A.T.R.), National Institutes of Health, Bethesda, MD
| | - Alan C Kwan
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center (C.T.S., A.Z., A.C.K., E.B.T., D.A.B.), Laboratory of Host Defenses (T.E., P.B.S., A.K.R.S., H.L.M., K.A.Z., J.I.G.), Biostatistics Research Branch (C.-Y.H.), and Laboratory of Clinical Infectious Diseases (S.M.H.), National Institute of Allergy and Infectious Diseases and National Heart, Lung, and Blood Institute (A.T.R.), National Institutes of Health, Bethesda, MD
| | - Benjamin P Soule
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center (C.T.S., A.Z., A.C.K., E.B.T., D.A.B.), Laboratory of Host Defenses (T.E., P.B.S., A.K.R.S., H.L.M., K.A.Z., J.I.G.), Biostatistics Research Branch (C.-Y.H.), and Laboratory of Clinical Infectious Diseases (S.M.H.), National Institute of Allergy and Infectious Diseases and National Heart, Lung, and Blood Institute (A.T.R.), National Institutes of Health, Bethesda, MD
| | - Debra A Long Priel
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center (C.T.S., A.Z., A.C.K., E.B.T., D.A.B.), Laboratory of Host Defenses (T.E., P.B.S., A.K.R.S., H.L.M., K.A.Z., J.I.G.), Biostatistics Research Branch (C.-Y.H.), and Laboratory of Clinical Infectious Diseases (S.M.H.), National Institute of Allergy and Infectious Diseases and National Heart, Lung, and Blood Institute (A.T.R.), National Institutes of Health, Bethesda, MD
| | - Alan T Remaley
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center (C.T.S., A.Z., A.C.K., E.B.T., D.A.B.), Laboratory of Host Defenses (T.E., P.B.S., A.K.R.S., H.L.M., K.A.Z., J.I.G.), Biostatistics Research Branch (C.-Y.H.), and Laboratory of Clinical Infectious Diseases (S.M.H.), National Institute of Allergy and Infectious Diseases and National Heart, Lung, and Blood Institute (A.T.R.), National Institutes of Health, Bethesda, MD
| | - Amanda K Rudman Spergel
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center (C.T.S., A.Z., A.C.K., E.B.T., D.A.B.), Laboratory of Host Defenses (T.E., P.B.S., A.K.R.S., H.L.M., K.A.Z., J.I.G.), Biostatistics Research Branch (C.-Y.H.), and Laboratory of Clinical Infectious Diseases (S.M.H.), National Institute of Allergy and Infectious Diseases and National Heart, Lung, and Blood Institute (A.T.R.), National Institutes of Health, Bethesda, MD
| | - Evrim B Turkbey
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center (C.T.S., A.Z., A.C.K., E.B.T., D.A.B.), Laboratory of Host Defenses (T.E., P.B.S., A.K.R.S., H.L.M., K.A.Z., J.I.G.), Biostatistics Research Branch (C.-Y.H.), and Laboratory of Clinical Infectious Diseases (S.M.H.), National Institute of Allergy and Infectious Diseases and National Heart, Lung, and Blood Institute (A.T.R.), National Institutes of Health, Bethesda, MD
| | - Douglas B Kuhns
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center (C.T.S., A.Z., A.C.K., E.B.T., D.A.B.), Laboratory of Host Defenses (T.E., P.B.S., A.K.R.S., H.L.M., K.A.Z., J.I.G.), Biostatistics Research Branch (C.-Y.H.), and Laboratory of Clinical Infectious Diseases (S.M.H.), National Institute of Allergy and Infectious Diseases and National Heart, Lung, and Blood Institute (A.T.R.), National Institutes of Health, Bethesda, MD
| | - Steven M Holland
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center (C.T.S., A.Z., A.C.K., E.B.T., D.A.B.), Laboratory of Host Defenses (T.E., P.B.S., A.K.R.S., H.L.M., K.A.Z., J.I.G.), Biostatistics Research Branch (C.-Y.H.), and Laboratory of Clinical Infectious Diseases (S.M.H.), National Institute of Allergy and Infectious Diseases and National Heart, Lung, and Blood Institute (A.T.R.), National Institutes of Health, Bethesda, MD
| | - Harry L Malech
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center (C.T.S., A.Z., A.C.K., E.B.T., D.A.B.), Laboratory of Host Defenses (T.E., P.B.S., A.K.R.S., H.L.M., K.A.Z., J.I.G.), Biostatistics Research Branch (C.-Y.H.), and Laboratory of Clinical Infectious Diseases (S.M.H.), National Institute of Allergy and Infectious Diseases and National Heart, Lung, and Blood Institute (A.T.R.), National Institutes of Health, Bethesda, MD
| | - Kol A Zarember
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center (C.T.S., A.Z., A.C.K., E.B.T., D.A.B.), Laboratory of Host Defenses (T.E., P.B.S., A.K.R.S., H.L.M., K.A.Z., J.I.G.), Biostatistics Research Branch (C.-Y.H.), and Laboratory of Clinical Infectious Diseases (S.M.H.), National Institute of Allergy and Infectious Diseases and National Heart, Lung, and Blood Institute (A.T.R.), National Institutes of Health, Bethesda, MD
| | - David A Bluemke
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center (C.T.S., A.Z., A.C.K., E.B.T., D.A.B.), Laboratory of Host Defenses (T.E., P.B.S., A.K.R.S., H.L.M., K.A.Z., J.I.G.), Biostatistics Research Branch (C.-Y.H.), and Laboratory of Clinical Infectious Diseases (S.M.H.), National Institute of Allergy and Infectious Diseases and National Heart, Lung, and Blood Institute (A.T.R.), National Institutes of Health, Bethesda, MD
| | - John I Gallin
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center (C.T.S., A.Z., A.C.K., E.B.T., D.A.B.), Laboratory of Host Defenses (T.E., P.B.S., A.K.R.S., H.L.M., K.A.Z., J.I.G.), Biostatistics Research Branch (C.-Y.H.), and Laboratory of Clinical Infectious Diseases (S.M.H.), National Institute of Allergy and Infectious Diseases and National Heart, Lung, and Blood Institute (A.T.R.), National Institutes of Health, Bethesda, MD.
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Garimella PS, Ix JH, Katz R, Shlipak MG, Criqui MH, Siscovick DS, Kramer H, Sibley CT, Sarnak MJ. Association of albumin-creatinine ratio and cystatin C with change in ankle-brachial index: the Multi-Ethnic Study of Atherosclerosis (MESA). Am J Kidney Dis 2014; 65:33-40. [PMID: 24998036 DOI: 10.1053/j.ajkd.2014.05.014] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2014] [Accepted: 05/13/2014] [Indexed: 01/07/2023]
Abstract
BACKGROUND Low ankle-brachial index (ABI) is a reflection of atherosclerotic disease, and high ABI is an indicator of calcified vessels. The associations of albuminuria and cystatin C level with incidence of either low or high ABI are unknown. STUDY DESIGN Prospective longitudinal cohort study. SETTING & PARTICIPANTS MESA (Multi-Ethnic Study of Atherosclerosis) enrolled community-dwelling adults (N=6,814) aged 45-84 years who were free of clinical cardiovascular disease at baseline. PREDICTORS Baseline albumin-creatinine ratio (ACR) and serum cystatin C level. OUTCOMES Development of low (<0.90), and high (>1.40) ABI using multinomial regression among persons with ABI of 0.90-1.40 at baseline. RESULTS During 9.8 years of follow-up, 221 and 89 participants progressed to low and high ABIs, respectively. Baseline ACR and cystatin C level were higher among progressors compared with nonprogressors. In multivariable analyses, doubling of ACR was associated with increased risk of progression to low (OR, 1.08; 95% CI, 0.99-1.20) and high (OR, 1.16; 95% CI, 1.01-1.32) ABIs. Compared to the lowest quintile, the highest quintile of ACR had a significantly increased risk of progression to low (OR, 1.79; 95% CI, 1.03-3.12) and high (OR, 2.76; 95% CI, 1.32-5.77) ABIs. Higher cystatin C levels were associated with progression to low (OR per 1-SD greater, 1.12; 95% CI, 1.00-1.26) but not high (OR per 1-SD greater, 1.01; 95% CI, 0.81-1.25) ABI, but the highest quintile of cystatin C was not associated independently with either outcome. LIMITATIONS Single measure of albuminuria and low number of progressors to high ABI. CONCLUSIONS In adults free of clinical cardiovascular disease, albuminuria was a strong independent risk factor for the development of both high and low ABIs, important and different measures of peripheral artery disease.
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Yeboah J, Delaney JA, Nance R, McClelland RL, Polak JF, Sibley CT, Bertoni A, Burke GL, Carr JJ, Herrington DM. Mediation of cardiovascular risk factor effects through subclinical vascular disease: the Multi-Ethnic Study of Atherosclerosis. Arterioscler Thromb Vasc Biol 2014; 34:1778-83. [PMID: 24876350 DOI: 10.1161/atvbaha.114.303753] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
OBJECTIVE It is unclear to what extent subclinical cardiovascular disease (CVD) such as coronary artery calcium (CAC), carotid intima-media thickness (CIMT), and brachial flow-mediated dilation (FMD) are mediators of the known associations between traditional cardiovascular risk factors and incident CVD events. We assessed the portion of the effects of risk factors on incident CVD events that are mediated through CAC, CIMT, and FMD. APPROACH AND RESULTS Six thousand three hundred fifty-five of 6814 Multi-Ethnic Study of Atherosclerosis participants were included. Nonlinear implementation of structural equation modeling (STATA mediation package) was used to assess whether CAC, CIMT, or FMD are mediators of the association between traditional risk factors and incident CVD event. Mean age was 62 years, with 47% men, 12% diabetics, and 13% current smokers. After a mean follow-up of 7.5 years, there were 539 CVD adjudicated events. CAC showed the highest mediation while FMD showed the least. Age had the highest percent of total effect mediated via CAC for CVD outcomes, whereas current cigarette smoking had the least percent of total effect mediated via CAC (percent [95% confidence interval]: 80.2 [58.8-126.7] versus 10.6 [6.1-38.5], respectively). Body mass index showed the highest percent of total effect mediated via CIMT (17.7 [11.6-38.9]); only a negligible amount of the association between traditional risk factors and CVD was mediated via FMD. CONCLUSIONS Many of the risk factors for incident CVD (other than age, sex, and body mass index) showed a modest level of mediation via CAC, CIMT, and FMD, suggesting that current subclinical CVD markers may not be optimal intermediaries for gauging upstream risk factor modification.
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Affiliation(s)
- Joseph Yeboah
- From the Heart and Vascular Center of Excellence, Wake Forest University School of Medicine, Winston-Salem, NC (J.Y., D.M.H.); Department of Biostatistics, University of Washington, Seattle, WA (J.A.D., R.N., R.L.M.); Department of Radiology, Tufts Medical Center, Boston, MA (J.F.P.); National Institute of Health, Bethesda, MD (C.T.S.); Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC (A.B., G.L.B.); and Department of Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.).
| | - Joseph A Delaney
- From the Heart and Vascular Center of Excellence, Wake Forest University School of Medicine, Winston-Salem, NC (J.Y., D.M.H.); Department of Biostatistics, University of Washington, Seattle, WA (J.A.D., R.N., R.L.M.); Department of Radiology, Tufts Medical Center, Boston, MA (J.F.P.); National Institute of Health, Bethesda, MD (C.T.S.); Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC (A.B., G.L.B.); and Department of Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.)
| | - Robin Nance
- From the Heart and Vascular Center of Excellence, Wake Forest University School of Medicine, Winston-Salem, NC (J.Y., D.M.H.); Department of Biostatistics, University of Washington, Seattle, WA (J.A.D., R.N., R.L.M.); Department of Radiology, Tufts Medical Center, Boston, MA (J.F.P.); National Institute of Health, Bethesda, MD (C.T.S.); Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC (A.B., G.L.B.); and Department of Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.)
| | - Robyn L McClelland
- From the Heart and Vascular Center of Excellence, Wake Forest University School of Medicine, Winston-Salem, NC (J.Y., D.M.H.); Department of Biostatistics, University of Washington, Seattle, WA (J.A.D., R.N., R.L.M.); Department of Radiology, Tufts Medical Center, Boston, MA (J.F.P.); National Institute of Health, Bethesda, MD (C.T.S.); Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC (A.B., G.L.B.); and Department of Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.)
| | - Joseph F Polak
- From the Heart and Vascular Center of Excellence, Wake Forest University School of Medicine, Winston-Salem, NC (J.Y., D.M.H.); Department of Biostatistics, University of Washington, Seattle, WA (J.A.D., R.N., R.L.M.); Department of Radiology, Tufts Medical Center, Boston, MA (J.F.P.); National Institute of Health, Bethesda, MD (C.T.S.); Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC (A.B., G.L.B.); and Department of Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.)
| | - Christopher T Sibley
- From the Heart and Vascular Center of Excellence, Wake Forest University School of Medicine, Winston-Salem, NC (J.Y., D.M.H.); Department of Biostatistics, University of Washington, Seattle, WA (J.A.D., R.N., R.L.M.); Department of Radiology, Tufts Medical Center, Boston, MA (J.F.P.); National Institute of Health, Bethesda, MD (C.T.S.); Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC (A.B., G.L.B.); and Department of Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.)
| | - Alain Bertoni
- From the Heart and Vascular Center of Excellence, Wake Forest University School of Medicine, Winston-Salem, NC (J.Y., D.M.H.); Department of Biostatistics, University of Washington, Seattle, WA (J.A.D., R.N., R.L.M.); Department of Radiology, Tufts Medical Center, Boston, MA (J.F.P.); National Institute of Health, Bethesda, MD (C.T.S.); Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC (A.B., G.L.B.); and Department of Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.)
| | - Gregory L Burke
- From the Heart and Vascular Center of Excellence, Wake Forest University School of Medicine, Winston-Salem, NC (J.Y., D.M.H.); Department of Biostatistics, University of Washington, Seattle, WA (J.A.D., R.N., R.L.M.); Department of Radiology, Tufts Medical Center, Boston, MA (J.F.P.); National Institute of Health, Bethesda, MD (C.T.S.); Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC (A.B., G.L.B.); and Department of Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.)
| | - J Jeffery Carr
- From the Heart and Vascular Center of Excellence, Wake Forest University School of Medicine, Winston-Salem, NC (J.Y., D.M.H.); Department of Biostatistics, University of Washington, Seattle, WA (J.A.D., R.N., R.L.M.); Department of Radiology, Tufts Medical Center, Boston, MA (J.F.P.); National Institute of Health, Bethesda, MD (C.T.S.); Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC (A.B., G.L.B.); and Department of Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.)
| | - David M Herrington
- From the Heart and Vascular Center of Excellence, Wake Forest University School of Medicine, Winston-Salem, NC (J.Y., D.M.H.); Department of Biostatistics, University of Washington, Seattle, WA (J.A.D., R.N., R.L.M.); Department of Radiology, Tufts Medical Center, Boston, MA (J.F.P.); National Institute of Health, Bethesda, MD (C.T.S.); Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC (A.B., G.L.B.); and Department of Radiology, Vanderbilt University School of Medicine, Nashville, TN (J.J.C.)
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Liu Y, Liu S, Nacif MS, Sibley CT, Bluemke DA, Summers RM, Yao J. A framework to measure myocardial extracellular volume fraction using dual-phase low dose CT images. Med Phys 2014; 40:103501. [PMID: 24089934 DOI: 10.1118/1.4819936] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
PURPOSE Myocardial extracellular volume fraction (ECVF) is a surrogate imaging biomarker of diffuse myocardial fibrosis, a hallmark of pathologic ventricular remodeling. Low dose cardiac CT is emerging as a promising modality to detect diffuse interstitial myocardial fibrosis due to its fast acquisition and low radiation; however, the insufficient contrast in the low dose CT images poses great challenge to measure ECVF from the image. METHODS To deal with this difficulty, the authors present a complete ECVF measurement framework including a point-guided myocardial modeling, a deformable model-based myocardium segmentation, nonrigid registration of pre- and post-CT, and ECVF calculation. RESULTS The proposed method was evaluated on 20 patients by two observers. Compared to the manually delineated reference segmentations, the accuracy of our segmentation in terms of true positive volume fraction (TPVF), false positive volume fraction (FPVF), and average surface distance (ASD), were 92.18% ± 3.52%, 0.31% ± 0.10%, 0.69 ± 0.14 mm, respectively. The interobserver variability measured by concordance correlation coefficient regarding TPVF, FPVF, and ASD were 0.95, 0.90, 0.94, respectively, demonstrating excellent agreement. Bland-Altman method showed 95% limits of agreement between ECVF at CT and ECVF at MR. CONCLUSIONS The proposed framework demonstrates its efficiency, accuracy, and noninvasiveness in ECVF measurement and dramatically advances the ECVF at cardiac CT toward its clinical use.
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Affiliation(s)
- Yixun Liu
- Clinical Image Processing Service, Radiology and Imaging Sciences, NIH Clinical Center, Bethesda, Maryland 20892
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Kwan AC, May HT, Cater G, Sibley CT, Rosen BD, Lima JAC, Rodriguez K, Lappe DL, Muhlestein JB, Anderson JL, Bluemke DA. Coronary artery plaque volume and obesity in patients with diabetes: the factor-64 study. Radiology 2014; 272:690-9. [PMID: 24754493 DOI: 10.1148/radiol.14140611] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
PURPOSE To determine the relationship between coronary plaque detected with coronary computed tomographic (CT) angiography and clinical parameters and cardiovascular risk factors in asymptomatic patients with diabetes. MATERIALS AND METHODS All patients signed institutional review board-approved informed consent forms before enrollment. Two hundred twenty-four asymptomatic diabetic patients (121 men; mean patient age, 61.8 years; mean duration of diabetes, 10.4 years) underwent coronary CT angiography. Total coronary artery wall volume in all three vessels was measured by using semiautomated software. The coronary plaque volume index (PVI) was determined by dividing the wall volume by the coronary length. The relationship between the PVI and cardiovascular risk factors was determined with multivariable analysis. RESULTS The mean PVI (±standard deviation) was 11.2 mm(2) ± 2.7. The mean coronary artery calcium (CAC) score (determined with the Agatston method) was 382; 67% of total plaque was noncalcified. The PVI was related to age (standardized β = 0.32, P < .001), male sex (standardized β = 0.36, P < .001), body mass index (BMI) (standardized β = 0.26, P < .001), and duration of diabetes (standardized β = 0.14, P = .03). A greater percentage of soft plaque was present in younger individuals with a shorter disease duration (P = .02). The soft plaque percentage was directly related to BMI (P = .002). Patients with discrepancies between CAC score and PVI rank quartiles had a higher percentage of soft and fibrous plaque (18.7% ± 3.3 vs 17.4% ± 3.5 [P = .008] and 52.2% ± 7.2 vs 47.2% ± 8.8 [P < .0001], respectively). CONCLUSION In asymptomatic diabetic patients, BMI was the primary modifiable risk factor that was associated with total and soft coronary plaque as assessed with coronary CT angiography.
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Affiliation(s)
- Alan C Kwan
- From the Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, 10 Center Dr, Building 10/1C355, Bethesda, MD 20892 (A.C.K., G.C., C.T.S., K.R., D.A.B.); Intermountain Heart Institute, Intermountain Medical Center, Salt Lake City, Utah (H.T.M., D.L.L., J.B.M., J.L.A.); Cardiology Division, Department of Medicine, Johns Hopkins University, Baltimore, Md (B.D.R., J.A.C.L.); and Cardiology Division, University of Utah, Salt Lake City, Utah (D.L.L., J.B.M., J.L.A.)
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22
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Sibley CT. Spins and loops: linking myocardial t1 time to invasively-measured hemodynamics. J Am Coll Cardiol 2014; 63:1119-20. [PMID: 24412455 DOI: 10.1016/j.jacc.2013.12.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2013] [Accepted: 12/03/2013] [Indexed: 10/25/2022]
Affiliation(s)
- Christopher T Sibley
- Knight Cardiovascular Institute, Oregon Health and Science University, Portland, Oregon.
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Fender EA, Sibley CT, Nazarian S, Cheng A, Spragg DD, Marine JE, Berger RD, Calkins H, Lima JAC, Brinker JA, Henrikson CA. Atrial septal angulation varies widely in patients undergoing pulmonary vein isolation. J Invasive Cardiol 2014; 26:128-131. [PMID: 24610507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
PURPOSE Transseptal puncture (TSP) allows left atrial access for curative procedures. Intracardiac echocardiography (ICE) provides direct visualization of the interatrial septum (IAS), but adds time and expense. We reviewed 100 cardiac multidetector computed tomography (MDCT) scans of patients undergoing AF ablation to determine if the angulation and orientation of the IAS are conserved or variable. Significant variability may suggest a potential role for direct visualization of the IAS during TSP. METHODS We reviewed 100 MDCT scans obtained prior to AF ablation. The IAS plane at the fossa ovalis was identified in axial and coronal images. We measured the angle of the septum relative to an orthogonal plane. Optimal needle orientation was defined as perpendicular to the fossa ovalis. RESULTS The mean axial plane angle was -60.6 ± 10.6°; range, -29.5° to -88.7°). The mean coronal plane angle was 142.6 ± 9.1°; range, 115° to 162°). The axial angle corresponded to variation in the "clock-face" orientation of the needle during puncture, and was calculated between 4 and 6 o'clock. Coronal plane angulation corresponds to the curvature of the needle tip, which varied by 47°. We found no association between patient characteristics and IAS angle. CONCLUSION The septal orientation in the axial plane varied widely and was not predicted by clinical variables such as atrial size or prior valve surgery. The high degree of interpatient variability observed suggests that direct visualization of the septum may be helpful in the performance of TSP.
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Affiliation(s)
- Erin A Fender
- Knight Cardiovascular Institute, Oregon Health and Science University, 3181 SW Sam Jackson Park Rd, Portland OR 97239 USA.
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Silverman MG, Blaha MJ, Krumholz HM, Budoff MJ, Blankstein R, Sibley CT, Agatston A, Blumenthal RS, Nasir K. Impact of coronary artery calcium on coronary heart disease events in individuals at the extremes of traditional risk factor burden: the Multi-Ethnic Study of Atherosclerosis. Eur Heart J 2013; 35:2232-41. [PMID: 24366919 DOI: 10.1093/eurheartj/eht508] [Citation(s) in RCA: 220] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
AIMS We sought to evaluate the impact of coronary artery calcium (CAC) in individuals at the extremes of risk factor (RF) burden. METHODS AND RESULTS 6698 individuals from the Multi-Ethnic Study of Atherosclerosis (MESA) were followed for coronary heart disease (CHD) events over mean 7.1 ± 1 years. Annualized CHD event rates were compared among each RF category (0, 1, 2, or ≥3) after stratification by CAC score (0, 1-100, 101-300, and >300). The following traditional modifiable RFs were considered: cigarette smoking, LDL cholesterol ≥3.4 mmol/L, low HDL cholesterol, hypertension, and diabetes. There were 1067 subjects (16%) with 0 RFs, whereas 1205 (18%) had ≥3 RFs. Among individuals with 0 RFs, 68% had CAC 0, whereas 12 and 5% had CAC >100 and >300, respectively. Among individuals with ≥3 RFs, 35% had CAC 0, whereas 34 and 19% had CAC >100 and >300, respectively. Overall, 339 (5.1%) CHD events occurred. Individuals with 0 RFs and CAC >300 had an event rate 3.5 times higher than individuals with ≥3 RFs and CAC 0 (10.9/1000 vs. 3.1/1000 person-years). Similar results were seen across categories of Framingham risk score. CONCLUSION Among individuals at the extremes of RF burden, the distribution of CAC is heterogeneous. The presence of a high CAC burden, even among individuals without RFs, is associated with an elevated event rate, whereas the absence of CAC, even among those with many RF, is associated with a low event rate. Coronary artery calcium has the potential to further risk stratify asymptomatic individuals at the extremes of RF burden.
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Affiliation(s)
- Michael G Silverman
- The Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD, USA Brigham and Women's Hospital, Cardiovascular Division, Boston, MA, USA
| | - Michael J Blaha
- The Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD, USA
| | - Harlan M Krumholz
- Section of Cardiovascular Medicine and the Robert Wood Johnson Clinical Scholars Program, Department of Internal Medicine, Yale University School of Medicine, and Section of Health Policy and Administration, Yale School of Public Health; and the Center for Outcomes Research and Evaluation, Yale-New Haven Hospital, New Haven, CT, USA
| | - Matthew J Budoff
- Los Angeles Biomedical Research Institute at Harbor-UCLA, Torrance, CA, USA
| | - Ron Blankstein
- Brigham and Women's Hospital, Cardiovascular Division, Boston, MA, USA
| | | | - Arthur Agatston
- Center for Prevention and Wellness Research, Baptist Health Medical Group, 1691 Michigan Avenue, Suite 500, Miami Beach, FL 33139, USA
| | - Roger S Blumenthal
- The Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD, USA
| | - Khurram Nasir
- The Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD, USA Center for Prevention and Wellness Research, Baptist Health Medical Group, 1691 Michigan Avenue, Suite 500, Miami Beach, FL 33139, USA Department of Medicine, Herbert Wertheim College of Medicine, Florida International University, Miami, Florida Department of Epidemiology, Robert Stempel College of Public Health, Florida International University, Miami, Florida
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25
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Liu Y, Nacif MS, Liu S, Sibley CT, Bluemke DA, Summers RM, Yao J. Point-guided modeling and segmentation of myocardium for low dose cardiac CT images. Annu Int Conf IEEE Eng Med Biol Soc 2013; 2012:5327-30. [PMID: 23367132 DOI: 10.1109/embc.2012.6347197] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Cardiac CT is emerging as a preferable modality to detect myocardial stress/rest perfusion; however the insufficient contrast of myocardium on CT image makes its segmentation difficult. In this paper, we present a point-guided modeling and deformable model-based segmentation method. This method first builds a triangular surface model of myocardium through Bézier contour fitting based on a few points selected by clinicians. Then, a deformable model-based segmentation method is developed to refine the segmentation result. The experiments on 8 cases show the accuracy of the segmentation in terms of true positive volume fraction, false positive volume fractions, and average surface distance can reach 91.0%, 0.3%, and 0.6mm, respectively. The comparison between the proposed method and a graph cut-based method is performed. The results demonstrate that this method is effective in improving the accuracy further.
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Affiliation(s)
- Yixun Liu
- Radiology and Imaging Science, National Institutes of Health, MD, USA.
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26
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Pletcher MJ, Sibley CT, Pignone M, Vittinghoff E, Greenland P. Interpretation of the coronary artery calcium score in combination with conventional cardiovascular risk factors: the Multi-Ethnic Study of Atherosclerosis (MESA). Circulation 2013; 128:1076-84. [PMID: 23884352 DOI: 10.1161/circulationaha.113.002598] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND The coronary artery calcium (CAC) score predicts coronary heart disease (CHD) events, but methods for interpreting the score in combination with conventional CHD risk factors have not been established. METHODS AND RESULTS We analyzed CAC scores and CHD risk factor measurements from 6757 black, Chinese, Hispanic, and white men and women aged 45 to 84 years in the Multi-Ethnic Study of Atherosclerosis (MESA). CAC was associated with age, sex, race/ethnicity, and all conventional CHD risk factors. Multivariable models using these factors predicted the presence of CAC (C statistic=0.789) and degree of elevation (16% of variation explained) and can be used to update a "pretest" CHD risk estimate, such as the 10-year Framingham Risk Score, that is based on an individual's conventional risk factors. In scenarios in which a high CAC score is expected, a moderately elevated CAC score of 50 is reassuring (eg, reducing risk from 10% to 6% in a healthy older white man), but when a low/zero CAC score is expected, even with identical pretest CHD risk, the same CAC score of 50 may be alarmingly high (eg, increasing risk from 10% to 20% in a middle-aged black woman with multiple risk factors). Both the magnitude and direction of the shift in risk varied markedly with pretest CHD risk and with the pattern of risk factors. CONCLUSIONS Knowledge of what CAC score to expect for an individual patient, based on their conventional risk factors, may help clinicians decide when to order a CAC test and how to interpret the results.
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Affiliation(s)
- Mark J Pletcher
- Department of Epidemiology and Biostatistics, Division of General Internal Medicine, University of California-San Francisco, 185 Berry St., San Francisco, CA 94107, USA.
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Sibley CT, Vavere AL, Gottlieb I, Cox C, Matheson M, Spooner A, Godoy G, Fernandes V, Wasserman BA, Bluemke DA, Lima JAC. MRI-measured regression of carotid atherosclerosis induced by statins with and without niacin in a randomised controlled trial: the NIA plaque study. Heart 2013; 99:1675-80. [PMID: 23872591 DOI: 10.1136/heartjnl-2013-303926] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
OBJECTIVE To evaluate the benefit of niacin in addition to statin therapy on plaque regression among older individuals with established atherosclerosis. DESIGN Randomised, controlled, double-blind clinical trial. SETTING University outpatient center. PATIENTS 145 patients older than 65 years, half of them older than 75 years of age, with established atherosclerosis were enrolled. INTERVENTIONS Participants received either extended release niacin (1500 mg daily) or placebo in addition to statin therapy to reach their National Cholesterol Education Program-defined low density lipoprotein (LDL) cholesterol target. MAIN OUTCOME MEASURES The primary endpoint was reduction in the wall volume of the internal carotid artery (ICA) measured by MRI. RESULTS After 18 months, high density lipoprotein cholesterol was higher with statins plus niacin compared with statins alone (1.6 ± 0.4 vs 1.4 ± 0.4 mmol/L p<0.001). Both groups had significant decreases in the main outcome measure of ICA wall volume, which regressed at 0.5%/month (SEM 0.2, p=0.004) in the statins plus placebo group and at 0.7%/month in the statins plus niacin group (SEM 0.2, p<0.001). There was no difference in the rate of regression between groups (p=0.49). CONCLUSIONS Treatment with statin therapy to presently recommended LDL levels, with or without niacin, resulted in significant atherosclerosis reduction.
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Affiliation(s)
- Christopher T Sibley
- Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, , Bethesda, Maryland, USA
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Ahmed HM, Blaha MJ, Nasir K, Jones SR, Rivera JJ, Agatston A, Blankstein R, Wong ND, Lakoski S, Budoff MJ, Burke GL, Sibley CT, Ouyang P, Blumenthal RS. Low-risk lifestyle, coronary calcium, cardiovascular events, and mortality: results from MESA. Am J Epidemiol 2013; 178:12-21. [PMID: 23733562 PMCID: PMC3698994 DOI: 10.1093/aje/kws453] [Citation(s) in RCA: 71] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2012] [Accepted: 11/09/2012] [Indexed: 11/14/2022] Open
Abstract
Unhealthy lifestyle habits are a major contributor to coronary artery disease. The purpose of the present study was to investigate the associations of smoking, weight maintenance, physical activity, and diet with coronary calcium, cardiovascular events, and mortality. US participants who were 44-84 years of age (n = 6,229) were followed in the Multi-Ethnic Study of Atherosclerosis from 2000 to 2010. A lifestyle score ranging from 0 to 4 was created using diet, exercise, body mass index, and smoking status. Coronary calcium was measured at baseline and a mean of 3.1 (standard deviation, 1.3) years later to assess calcium progression. Participants who experienced coronary events or died were followed for a median of 7.6 (standard deviation, 1.5) years. Participants with lifestyle scores of 1, 2, 3, and 4 were found to have mean adjusted annual calcium progressions that were 3.5 (95% confidence interval (CI): 0.0, 7.0), 4.2 (95% CI: 0.6, 7.9), 6.8 (95% CI: 2.0, 11.5), and 11.1 (95% CI: 2.2, 20.1) points per year slower, respectively, relative to the reference group (P = 0.003). Unadjusted hazard ratios for death by lifestyle score were as follows: for a score of 1, the hazard ratio was 0.79 (95% CI: 0.61, 1.03); for a score of 2, the hazard ratio was 0.61 (95% CI: 0.46, 0.81); for a score of 3, the hazard ratio was 0.49 (95% CI: 0.32, 0.75); and for a score of 4, the hazard ratio was 0.19 (95% CI: 0.05, 0.75) (P < 0.001 by log-rank test). In conclusion, a combination of regular exercise, healthy diet, smoking avoidance, and weight maintenance was associated with lower coronary calcium incidence, slower calcium progression, and lower all-cause mortality over 7.6 years.
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Affiliation(s)
- Haitham M Ahmed
- Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins Hospital, 600 N.Wolfe St, Baltimore, MD 21287, USA.
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Jorgensen NW, Sibley CT, McClelland RL. Using imputed pre-treatment cholesterol in a propensity score model to reduce confounding by indication: results from the multi-ethnic study of atherosclerosis. BMC Med Res Methodol 2013; 13:81. [PMID: 23800038 PMCID: PMC3694006 DOI: 10.1186/1471-2288-13-81] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2012] [Accepted: 06/19/2013] [Indexed: 11/10/2022] Open
Abstract
Background Studying the effects of medications on endpoints in an observational setting is an important yet challenging problem due to confounding by indication. The purpose of this study is to describe methodology for estimating such effects while including prevalent medication users. These techniques are illustrated in models relating statin use to cardiovascular disease (CVD) in a large multi-ethnic cohort study. Methods The Multi-Ethnic Study of Atherosclerosis (MESA) includes 6814 participants aged 45-84 years free of CVD. Confounding by indication was mitigated using a two step approach: First, the untreated values of cholesterol were treated as missing data and the values imputed as a function of the observed treated value, dose and type of medication, and participant characteristics. Second, we construct a propensity-score modeling the probability of medication initiation as a function of measured covariates and estimated pre-treatment cholesterol value. The effect of statins on CVD endpoints were assessed using weighted Cox proportional hazard models using inverse probability weights based on the propensity score. Results Based on a meta-analysis of randomized controlled trials (RCT) statins are associated with a reduced risk of CVD (relative risk ratio = 0.73, 95% CI: 0.70, 0.77). In an unweighted Cox model adjusting for traditional risk factors we observed little association of statins with CVD (hazard ratio (HR) = 0.97, 95% CI: 0.60, 1.59). Using weights based on a propensity model for statins that did not include the estimated pre-treatment cholesterol we observed a slight protective association (HR = 0.92, 95% CI: 0.54-1.57). Results were similar using a new-user design where prevalent users of statins are excluded (HR = 0.91, 95% CI: 0.45-1.80). Using weights based on a propensity model with estimated pre-treatment cholesterol the effects of statins (HR = 0.74, 95% CI: 0.38, 1.42) were consistent with the RCT literature. Conclusions The imputation of pre-treated cholesterol levels for participants on medication at baseline in conjunction with a propensity score yielded estimates that were consistent with the RCT literature. These techniques could be useful in any example where inclusion of participants exposed at baseline in the analysis is desirable, and reasonable estimates of pre-exposure biomarker values can be estimated.
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Adams NB, Lutsey PL, Folsom AR, Herrington DH, Sibley CT, Zakai NA, Ades S, Burke GL, Cushman M. Statin therapy and levels of hemostatic factors in a healthy population: the Multi-Ethnic Study of Atherosclerosis. J Thromb Haemost 2013; 11:1078-84. [PMID: 23565981 PMCID: PMC3702638 DOI: 10.1111/jth.12223] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2012] [Accepted: 04/01/2013] [Indexed: 11/29/2022]
Abstract
BACKGROUND HMG-CoA reductase inhibitors (statins) reduce the risk of venous thromboembolism (VTE) in healthy people. Statins reduce levels of inflammation biomarkers; however, the mechanism for the reduction in VTE risk is unknown. AIM In a large cohort of healthy people, we studied associations of statin use with plasma hemostatic factors related to VTE risk. METHODS Cross-sectional analyses were performed in the Multi-Ethnic Study of Atherosclerosis (MESA), a cohort study of 6814 healthy men and women aged 45-84 years, free of clinical cardiovascular disease at baseline; 1001 were using statins at baseline. Twenty-three warfarin users were excluded. Age, race and sex-adjusted mean hemostatic factor levels were compared between statin users and non-users, and multivariable linear regression models were used to assess associations of statin use with hemostatic factors, adjusted for age, race/ethnicity, education, income, aspirin use, hormone replacement therapy (in women), and major cardiovascular risk factors. RESULTS Participants using statins had lower adjusted levels of D-dimer (- 9%), C-reactive protein (- 21%) and factor VIII (- 3%) than non-users (P < 0.05). Homocysteine and von Willebrand factor levels were non-significantly lower with statin use. Higher fibrinogen (2%) and plasminogen activator inhibitor-1 (22%) levels were observed among statin users than among non-users (P < 0.05). Further adjustment for LDL and triglyceride levels did not attenuate the observed differences in these factors with statin use. CONCLUSIONS Findings of lower D-dimer, FVIII and C-reactive protein levels with statin use suggest hypotheses for mechanisms whereby statins might lower VTE risk. A prospective study or clinical trial linking these biochemical differences to VTE outcomes in statin users and non-users is warranted.
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Affiliation(s)
- Nathan B. Adams
- Department of Medicine, University of Vermont, Burlington, VT
| | - Pamela L Lutsey
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN
| | - Aaron R Folsom
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN
| | - David H Herrington
- Department of Internal Medicine/Cardiology, Wake Forest University School of Medicine, Winston-Salem, NC
| | | | - Neil A Zakai
- Department of Medicine, University of Vermont, Burlington, VT
- Department of Pathology, University of Vermont
| | - Steven Ades
- Department of Medicine, University of Vermont, Burlington, VT
| | - Gregory L Burke
- Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC
| | - Mary Cushman
- Department of Medicine, University of Vermont, Burlington, VT
- Department of Pathology, University of Vermont
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Desai CS, Ning H, Kang J, Folsom AR, Polak JF, Sibley CT, Tracy R, Lloyd-Jones DM. Competing cardiovascular outcomes associated with subclinical atherosclerosis (from the Multi-Ethnic Study of Atherosclerosis). Am J Cardiol 2013; 111:1541-6. [PMID: 23499272 DOI: 10.1016/j.amjcard.2013.02.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2012] [Revised: 02/03/2013] [Accepted: 02/03/2013] [Indexed: 11/24/2022]
Abstract
Subclinical atherosclerosis measured by coronary artery calcium (CAC) is associated with increased risk for multiple cardiovascular disease (CVD) outcomes and non-CVD death simultaneously. The aim of this study was to determine the competing risks of specific CVD events and non-CVD death associated with varying burdens of subclinical atherosclerosis. A total of 3,095 men and 3,486 women from the Multi-Ethnic Study of Atherosclerosis (MESA), aged 45 to 84 years, from 4 ethnic groups were included. Participants were stratified by CAC score (0, 1 to 99, and ≥100). Competing Cox models were used to determine competing cumulative incidences and hazard ratios within a group (e.g., those with CAC scores ≥100) and hazard ratios for specific events between groups (e.g., CAC score ≥100 vs 0). Risks were compared for specific CVD events and also against non-CVD death. In women, during a mean follow-up period of 7.1 years, the hazard ratios for any CVD event compared with a non-CVD death occurring first for CAC score 0 and CAC score ≥100 were 1.40 (95% confidence interval 0.97 to 2.04) and 3.07 (95% confidence interval 2.02 to 4.67), respectively. Coronary heart disease was the most common first CVD event type at all levels of CAC, and coronary heart disease rates were 9.5% versus 1.6% (hazard ratio 6.24, 95% confidence interval 3.99 to 9.75) for women with CAC scores ≥100 compared with CAC scores of 0. Similar results were observed in men. In conclusion, at all levels of CAC, coronary heart disease was the most common first CVD event, and this analysis represents a novel approach to understanding the temporal sequence of cardiovascular events associated with atherosclerosis.
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Ebong IA, Goff DC, Rodriguez CJ, Chen H, Sibley CT, Bertoni AG. Association of lipids with incident heart failure among adults with and without diabetes mellitus: Multiethnic Study of Atherosclerosis. Circ Heart Fail 2013; 6:371-8. [PMID: 23529112 PMCID: PMC3991930 DOI: 10.1161/circheartfailure.112.000093] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Dyslipidemia is a known risk factor for coronary disease, but its role in heart failure (HF) development is less well-defined. METHODS AND RESULTS We included 5688 participants, aged 45 to 84 years, without clinical cardiovascular disease, and not receiving lipid-lowering medications at baseline, from the Multiethnic Study of Atherosclerosis. Cox-proportional hazards models were used to evaluate associations of triglyceride, total cholesterol/high-density lipoprotein-cholesterol (HDL-C) ratio, HDL-C, and non HDL-C with incident HF. We investigated for effect-modification by diabetes mellitus status and sex. During a median follow-up of 8.5 years, there were 152 incident HF cases. There were no interactions by sex. We observed significant interactions between triglyceride and diabetes mellitus (P(interaction)<0.05). We stratified our analyses by diabetes mellitus status. In participants with diabetes, the hazard ratios were 2.03 (0.97-4.27) and 1.68 (1.18-2.38) for high triglyceride and log of triglyceride, respectively, after adjusting for confounders, comorbidities, and diabetes mellitus severity/treatment. The association of high triglyceride with incident HF was attenuated by interim myocardial infarction. The hazard ratios were greatest in participants with diabetes who also had high triglyceride, low HDL-C, or high total cholesterol/HDL-C ratio (3.59 [2.03-6.33], 3.62 [2.06-6.36], and 3.54 [1.87-6.70], respectively). Lipid measures were not associated with incident HF in individuals without diabetes. CONCLUSIONS The risk of incident HF is greater in individuals with diabetes mellitus who also have high triglyceride, low HDL-C, or high total cholesterol/HDL-C ratio. The association of high triglyceride with incident HF is partly mediated by myocardial infarction.
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Affiliation(s)
- Imo A Ebong
- Department of Medicine, University of Southern California, Los Angeles, CA 90089, USA.
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Raman FS, Nacif MS, Cater G, Gai N, Jones J, Li D, Sibley CT, Liu S, Bluemke DA. 3.0-T whole-heart coronary magnetic resonance angiography: comparison of gadobenate dimeglumine and gadofosveset trisodium. Int J Cardiovasc Imaging 2013; 29:1085-94. [PMID: 23515949 DOI: 10.1007/s10554-013-0192-z] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2012] [Accepted: 01/30/2013] [Indexed: 10/27/2022]
Abstract
Gadolinium enhanced coronary magnetic resonance angiography (MRA) at 3 T appears to be superior to non-contrast methods. Gadofosveset is an intravascular contrast agent that may be well suited to this application. The purpose of this study was to perform an intra-individual comparison of gadofosveset and gadobenate for coronary MRA at 3 T. In this prospective randomized study, 22 study subjects [8 (36%) male; 27.9 ± 6 years; BMI = 22.8 ± 2 kg/m(2)] underwent two studies using a contrast-enhanced inversion recovery three-dimensional fast low angle shot MRA at 3 T. The order of contrast agent administration was varied randomly, separated by an average of 30 ± 5 days, using either gadobenate dimeglumine (Gd-BOPTA; Bracco, 0.1 mmol/Kg) or gadofosveset trisodium (MS-325; Lantheus Med, 0.03 mmol/Kg). Acquisition time, signal-to-noise ratio (SNR) of coronary vessels and contrast-to-noise ratio (CNR) were evaluated. Of 308 coronary arteries and veins segment analyzed, overall SNR of coronary arteries and veins segments were not different for the two contrast agents (132 ± 79 for gadofosveset vs. 135 ± 78 for gadobenate, p = 0.69). Coronary artery CNR was greater for gadofosveset in comparison to gadobenate (73.5 ± 46.9 vs. 59.3 ± 75.7 respectively, p = 0.03). Gadofosveset-enhanced MRA images displayed better image quality than gadobenate-enhanced MRA images (2.77 ± 0.61 for gadofosveset vs. 2.11 ± 0.51, p < .001). Inter- and intra-reader variability was excellent (ICC > 0.90) for both contrast agents. Gadofosveset trisodium appears to show slightly better performance for coronary MRA at 3 T compared to gadobenate.
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Affiliation(s)
- Fabio S Raman
- Radiology and Imaging Sciences, National Institutes of Health of Clinical Center, 10 Center Drive, Building 10, Rm 1C355, Bethesda, MD 20892-1182, USA
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Lin SX, Berlin I, Younge R, Jin Z, Sibley CT, Schreiner P, Szklo M, Bertoni AG. Does elevated plasma triglyceride level independently predict impaired fasting glucose?: the Multi-Ethnic Study of Atherosclerosis (MESA). Diabetes Care 2013; 36:342-7. [PMID: 23033247 PMCID: PMC3554324 DOI: 10.2337/dc12-0355] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2012] [Accepted: 07/22/2012] [Indexed: 02/06/2023]
Abstract
OBJECTIVE Elevated plasma triglycerides (TGs) have been included in diabetes risk prediction models. This study examined whether elevated TGs predict risk for impaired fasting glucose (IFG). RESEARCH DESIGN AND METHODS This study used the baseline and longitudinal follow-up data from the Multi-Ethnic Study of Atherosclerosis (MESA). The analysis included non-Hispanic whites, African Americans, Hispanics, and Chinese Americans 45-84 years of age who had fasting glucose <100 mg/dL at baseline and who did not have clinically evident cardiovascular disease or diabetes. Cox proportional regression models were used to examine the association of elevated TGs with incidence of IFG adjusting for central obesity, low HDL cholesterol, elevated blood pressure, baseline fasting glucose, and BMI. Area under the receiver operating characteristic curve (AUC), sensitivity, and specificity of elevated TGs in predicting IFG were calculated. RESULTS The incidence rate of developing IFG was 59.1 per 1,000 person-years during the median 4.75 years of follow-up. African Americans and Hispanics had a higher incidence rate of IFG compared with non-Hispanic whites among people with normal TG concentrations. Elevated TGs (>150 mg/dL) at baseline were independently associated with the incidence of IFG with an adjusted hazard ratio of 1.19 (95% CI 1.04-1.37). However, its predictive value for identifying people at risk for IFG was poor, with <57% AUC. Interactions of elevated TGs with race/ethnicity in predicting IFG were not statistically significant. CONCLUSIONS Elevated TGs were moderately associated with risk for IFG, and it was a poor risk prediction tool for IFG.
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Affiliation(s)
- Susan X Lin
- 1Center for Family and Community Medicine, Columbia University, New York, NY, USA.
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Mukamal KJ, Kizer JR, Djoussé L, Ix JH, Zieman S, Siscovick DS, Sibley CT, Tracy RP, Arnold AM. Prediction and classification of cardiovascular disease risk in older adults with diabetes. Diabetologia 2013; 56:275-83. [PMID: 23143166 PMCID: PMC3537882 DOI: 10.1007/s00125-012-2772-1] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2012] [Accepted: 10/02/2012] [Indexed: 11/25/2022]
Abstract
AIMS/HYPOTHESIS We sought to derive and validate a cardiovascular disease (CVD) prediction algorithm for older adults with diabetes, and evaluate the incremental benefit of adding novel circulating biomarkers and measures of subclinical atherosclerosis. METHODS As part of the Cardiovascular Health Study (CHS), a population-based cohort of adults aged ≥65 years, we examined the 10 year risk of myocardial infarction, stroke and cardiovascular death in 782 older adults with diabetes, in whom 265 events occurred. We validated predictive models in 843 adults with diabetes, who were followed for 7 years in a second cohort, the Multi-Ethnic Study of Atherosclerosis (MESA); here 71 events occurred. RESULTS The best fitting standard model included age, smoking, systolic blood pressure, total and HDL-cholesterol, creatinine and the use of glucose-lowering agents; however, this model had a C statistic of 0.64 and poorly classified risk in men. Novel biomarkers did not improve discrimination or classification. The addition of ankle-brachial index, electrocardiographic left ventricular hypertrophy and internal carotid intima-media thickness modestly improved discrimination (C statistic 0.68; p = 0.002) and classification (net reclassification improvement [NRI] 0.12; p = 0.01), mainly in those remaining free of CVD. Results were qualitatively similar in the MESA, with a change in C statistic from 0.65 to 0.68 and an NRI of 0.09 upon inclusion of subclinical disease measures. CONCLUSIONS/INTERPRETATION Standard clinical risk factors and novel biomarkers poorly discriminate and classify CVD risk in older adults with diabetes. The inclusion of subclinical atherosclerotic measures modestly improves these features, but to develop more robust risk prediction, a better understanding of the pathophysiology and determinants of CVD in this patient group is needed.
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Affiliation(s)
- K J Mukamal
- Division of General Medicine and Primary Care, Beth Israel Deaconess Medical Center, 1309 Beacon Street, Brookline, MA 02446, USA.
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Turkbey EB, Nacif MS, Noureldin RA, Sibley CT, Liu S, Lima JAC, Bluemke DA. Differentiation of myocardial scar from potential pitfalls and artefacts in delayed enhancement MRI. Br J Radiol 2013; 85:e1145-54. [PMID: 23091294 DOI: 10.1259/bjr/25893477] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
Delayed enhancement cardiac magnetic resonance (DE-CMR) imaging is used increasingly to identify and quantify focal myocardial scar. Our objective is to describe factors used in the interpretation of DE-CMR images and to highlight potential pitfalls and artefacts that mimic myocardial scar. Inversion recovery gradient recalled echo sequence is commonly accepted as the standard of reference for DE-CMR. There are also alternative sequences that can be performed in a single breath-hold or with free breathing. Radiologists need to be aware of factors affecting image quality, and potential pitfalls and artefacts that may generate focal hyperintense areas that mimic myocardial scar.
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Affiliation(s)
- E B Turkbey
- Radiology and Imaging Sciences, National Institutes of Health/Clinical Center, Bethesda, MD 20892, USA
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Liu S, Han J, Nacif M, Jones J, Kawel N, Kellman P, Sibley CT, Bluemke DA. Sample size calculation for clinical trials using cardiac magnetic resonance partition coefficient and extracellular volume fraction for the assessment of diffuse myocardial fibrosis. J Cardiovasc Magn Reson 2013. [PMCID: PMC3559964 DOI: 10.1186/1532-429x-15-s1-p39] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
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Liu S, Han J, Nacif MS, Jones J, Kawel N, Kellman P, Sibley CT, Bluemke DA. Diffuse myocardial fibrosis evaluation using cardiac magnetic resonance T1 mapping: sample size considerations for clinical trials. J Cardiovasc Magn Reson 2012; 14:90. [PMID: 23272704 PMCID: PMC3552738 DOI: 10.1186/1532-429x-14-90] [Citation(s) in RCA: 83] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2012] [Accepted: 12/18/2012] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Cardiac magnetic resonance (CMR) T1 mapping has been used to characterize myocardial diffuse fibrosis. The aim of this study is to determine the reproducibility and sample size of CMR fibrosis measurements that would be applicable in clinical trials. METHODS A modified Look-Locker with inversion recovery (MOLLI) sequence was used to determine myocardial T1 values pre-, and 12 and 25min post-administration of a gadolinium-based contrast agent at 3 Tesla. For 24 healthy subjects (8 men; 29 ± 6 years), two separate scans were obtained a) with a bolus of 0.15mmol/kg of gadopentate dimeglumine and b) 0.1mmol/kg of gadobenate dimeglumine, respectively, with averaged of 51 ± 34 days between two scans. Separately, 25 heart failure subjects (12 men; 63 ± 14 years), were evaluated after a bolus of 0.15mmol/kg of gadopentate dimeglumine. Myocardial partition coefficient (λ) was calculated according to (ΔR1myocardium/ΔR1blood), and ECV was derived from λ by adjusting (1-hematocrit). RESULTS Mean ECV and λ were both significantly higher in HF subjects than healthy (ECV: 0.287 ± 0.034 vs. 0.267 ± 0.028, p=0.002; λ: 0.481 ± 0.052 vs. 442 ± 0.037, p < 0.001, respectively). The inter-study ECV and λ variation were about 2.8 times greater than the intra-study ECV and λ variation in healthy subjects (ECV:0.017 vs. 0.006, λ:0.025 vs. 0.009, respectively). The estimated sample size to detect ECV change of 0.038 or λ change of 0.063 (corresponding to ~3% increase of histological myocardial fibrosis) with a power of 80% and an alpha error of 0.05 for heart failure subjects using a two group design was 27 in each group, respectively. CONCLUSION ECV and λ quantification have a low variability across scans, and could be a viable tool for evaluating clinical trial outcome.
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Affiliation(s)
- Songtao Liu
- Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD, USA
- Molecular Biomedical Imaging Laboratory, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
| | - Jing Han
- U.S. Food and Drug Administration, Rockville, MD, USA
| | - Marcelo S Nacif
- Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD, USA
- Molecular Biomedical Imaging Laboratory, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
| | - Jacquin Jones
- Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD, USA
| | - Nadine Kawel
- Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD, USA
| | - Peter Kellman
- Laboratory of Cardiac Energetics, National Heart, Lung and Blood Institute, Bethesda, MD, USA
| | - Christopher T Sibley
- Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD, USA
- Molecular Biomedical Imaging Laboratory, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
| | - David A Bluemke
- Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD, USA
- Molecular Biomedical Imaging Laboratory, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
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Sibley CT, Noureldin RA, Gai N, Nacif MS, Liu S, Turkbey EB, Mudd JO, van der Geest RJ, Lima JAC, Halushka MK, Bluemke DA. T1 Mapping in cardiomyopathy at cardiac MR: comparison with endomyocardial biopsy. Radiology 2012; 265:724-32. [PMID: 23091172 DOI: 10.1148/radiol.12112721] [Citation(s) in RCA: 231] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
PURPOSE To determine the utility of cardiac magnetic resonance (MR) T1 mapping for quantification of diffuse myocardial fibrosis compared with the standard of endomyocardial biopsy. MATERIALS AND METHODS This HIPAA-compliant study was approved by the institutional review board. Cardiomyopathy patients were retrospectively identified who had undergone endomyocardial biopsy and cardiac MR at one institution during a 5-year period. Forty-seven patients (53% male; mean age, 46.8 years) had undergone diagnostic cardiac MR and endomyocardial biopsy. Thirteen healthy volunteers (54% male; mean age, 38.1 years) underwent cardiac MR as a reference. Myocardial T1 mapping was performed 10.7 minutes ± 2.7 (standard deviation) after bolus injection of 0.2 mmol/kg gadolinium chelate by using an inversion-recovery Look-Locker sequence on a 1.5-T MR imager. Late gadolinium enhancement was assessed by using gradient-echo inversion-recovery sequences. Cardiac MR results were the consensus of two radiologists who were blinded to histopathologic findings. Endomyocardial biopsy fibrosis was quantitatively measured by using automated image analysis software with digital images of specimens stained with Masson trichrome. Histopathologic findings were reported by two pathologists blinded to cardiac MR findings. Statistical analyses included Mann-Whitney U test, analysis of variance, and linear regression. RESULTS Median myocardial fibrosis was 8.5% (interquartile range, 5.7-14.4). T1 times were greater in control subjects than in patients without and in patients with evident late gadolinium enhancement (466 msec ± 14, 406 msec ± 59, and 303 msec ± 53, respectively; P < .001). T1 time and histologic fibrosis were inversely correlated (r = -0.57; 95% confidence interval: -0.74, -0.34; P < .0001). The area under the curve for myocardial T1 time to detect fibrosis of greater than 5% was 0.84 at a cutoff of 383 msec. CONCLUSION Cardiac MR with T1 mapping can provide noninvasive evidence of diffuse myocardial fibrosis in patients referred for evaluation of cardiomyopathy.
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Affiliation(s)
- Christopher T Sibley
- Department of Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, National Institute of Biomedical Imaging and Bioengineering, Department of Health and Human Services, 10 Center Dr, Building 10, MSC 1182, Bethesda, MD 20892-1182, USA
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Yeboah J, McClelland RL, Polonsky TS, Burke GL, Sibley CT, O'Leary D, Carr JJ, Goff DC, Greenland P, Herrington DM. Comparison of novel risk markers for improvement in cardiovascular risk assessment in intermediate-risk individuals. JAMA 2012; 308:788-95. [PMID: 22910756 PMCID: PMC4141475 DOI: 10.1001/jama.2012.9624] [Citation(s) in RCA: 787] [Impact Index Per Article: 65.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
CONTEXT Risk markers including coronary artery calcium, carotid intima-media thickness, ankle-brachial index, brachial flow-mediated dilation, high-sensitivity C-reactive protein (CRP), and family history of coronary heart disease (CHD) have been reported to improve on the Framingham Risk Score (FRS) for prediction of CHD, but there are no direct comparisons of these markers for risk prediction in a single cohort. OBJECTIVE We compared improvement in prediction of incident CHD/cardiovascular disease (CVD) of these 6 risk markers within intermediate-risk participants (FRS >5%-<20%) in the Multi-Ethnic Study of Atherosclerosis (MESA). DESIGN, SETTING, AND PARTICIPANTS Of 6814 MESA participants from 6 US field centers, 1330 were intermediate risk, without diabetes mellitus, and had complete data on all 6 markers. Recruitment spanned July 2000 to September 2002, with follow-up through May 2011. Probability-weighted Cox proportional hazard models were used to estimate hazard ratios (HRs). Area under the receiver operator characteristic curve (AUC) and net reclassification improvement were used to compare incremental contributions of each marker when added to the FRS, plus race/ethnicity. MAIN OUTCOME MEASURES Incident CHD defined as myocardial infarction, angina followed by revascularization, resuscitated cardiac arrest, or CHD death. Incident CVD additionally included stroke or CVD death. RESULTS After 7.6-year median follow-up (IQR, 7.3-7.8), 94 CHD and 123 CVD events occurred. Coronary artery calcium, ankle-brachial index, high-sensitivity CRP, and family history were independently associated with incident CHD in multivariable analyses (HR, 2.60 [95% CI, 1.94-3.50]; HR, 0.79 [95% CI, 0.66-0.95]; HR, 1.28 [95% CI, 1.00-1.64]; and HR, 2.18 [95% CI, 1.38-3.42], respectively). Carotid intima-media thickness and brachial flow-mediated dilation were not associated with incident CHD in multivariable analyses (HR, 1.17 [95% CI, 0.95-1.45] and HR, 0.95 [95% CI, 0.78-1.14]). Although addition of the markers individually to the FRS plus race/ethnicity improved AUC, coronary artery calcium afforded the highest increment (0.623 vs 0.784), while brachial flow-mediated dilation had the least (0.623 vs 0.639). For incident CHD, the net reclassification improvement with coronary artery calcium was 0.659, brachial flow-mediated dilation was 0.024, ankle-brachial index was 0.036, carotid intima-media thickness was 0.102, family history was 0.160 and high-sensitivity CRP was 0.079. Similar results were obtained for incident CVD. CONCLUSIONS Coronary artery calcium, ankle-brachial index, high-sensitivity CRP, and family history were independent predictors of incident CHD/CVD in intermediate-risk individuals. Coronary artery calcium provided superior discrimination and risk reclassification compared with other risk markers.
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Affiliation(s)
- Joseph Yeboah
- Department of Internal Medicine/Cardiology, Wake Forest University School of Medicine, Winston-Salem, North Carolina 27157, USA.
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Lamprea-Montealegre JA, Astor BC, McClelland RL, de Boer IH, Burke GL, Sibley CT, O'Leary D, Sharrett AR, Szklo M. CKD, plasma lipids, and common carotid intima-media thickness: results from the multi-ethnic study of atherosclerosis. Clin J Am Soc Nephrol 2012; 7:1777-85. [PMID: 22879436 DOI: 10.2215/cjn.02090212] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
BACKGROUND AND OBJECTIVES Altered levels of atherogenic lipoproteins have been shown to be common in mild kidney dysfunction. This study sought to determine the associations between plasma lipids (including LDL particle distribution) and subclinical atherosclerosis measured by the common carotid intima-media thickness (IMT) across levels of estimated GFR (eGFR) and to assess whether inflammation modifies these associations. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS Cross-sectional analyses of 6572 participants in the Multi-Ethnic Study of Atherosclerosis enrolled from 2000 to 2002 were performed. RESULTS CKD, defined as eGFR <60 ml/min per 1.73 m(2), was present in 853 individuals (13.0%). Associations of total cholesterol and LDL cholesterol (LDL-C) with IMT were J shaped, particularly among participants with CKD (P value for interaction, P=0.01). HDL cholesterol (HDL-C) and small-dense LDL-C were consistently and linearly associated with IMT across levels of eGFR. The results showed differences in IMT of -21.41 (95% confidence interval, -41.00, -1.57) in eGFR ≥60 and -58.49 (-126.61, 9.63) in eGFR <60 per unit difference in log-transformed HDL-C, and 4.83 (3.16, 6.50) in eGFR ≥60 and 7.48 (1.45, 13.50) in eGFR <60 per 100 nmol/L difference in small-dense LDL. Among participants with CKD, inflammation significantly modified the associations of total cholesterol and LDL-C with IMT (P values for interaction, P<0.01 and P<0.001, respectively). CONCLUSIONS Compared with total cholesterol and LDL-C, abnormalities in HDL-C and small-dense LDL-C are more strongly and consistently associated with subclinical atherosclerosis in CKD. Inflammation modifies the association between total cholesterol and LDL-C with IMT.
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de Oliveira Otto MC, Mozaffarian D, Kromhout D, Bertoni AG, Sibley CT, Jacobs DR, Nettleton JA. Dietary intake of saturated fat by food source and incident cardiovascular disease: the Multi-Ethnic Study of Atherosclerosis. Am J Clin Nutr 2012; 96:397-404. [PMID: 22760560 PMCID: PMC3396447 DOI: 10.3945/ajcn.112.037770] [Citation(s) in RCA: 242] [Impact Index Per Article: 20.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2012] [Accepted: 05/04/2012] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Although dietary recommendations have focused on restricting saturated fat (SF) consumption to reduce cardiovascular disease (CVD) risk, evidence from prospective studies has not supported a strong link between total SF intake and CVD events. An understanding of whether food sources of SF influence these relations may provide new insights. OBJECTIVE We investigated the association of SF consumption from different food sources and the incidence of CVD events in a multiethnic population. DESIGN Participants who were 45-84 y old at baseline (n = 5209) were followed from 2000 to 2010. Diet was assessed by using a 120-item food-frequency questionnaire. CVD incidence (316 cases) was assessed during follow-up visits. RESULTS After adjustment for demographics, lifestyle, and dietary confounders, a higher intake of dairy SF was associated with lower CVD risk [HR (95% CI) for +5 g/d and +5% of energy from dairy SF: 0.79 (0.68, 0.92) and 0.62 (0.47, 0.82), respectively]. In contrast, a higher intake of meat SF was associated with greater CVD risk [HR (95% CI) for +5 g/d and a +5% of energy from meat SF: 1.26 (1.02, 1.54) and 1.48 (0.98, 2.23), respectively]. The substitution of 2% of energy from meat SF with energy from dairy SF was associated with a 25% lower CVD risk [HR (95% CI): 0.75 (0.63, 0.91)]. No associations were observed between plant or butter SF and CVD risk, but ranges of intakes were narrow. CONCLUSION Associations of SF with health may depend on food-specific fatty acids or other nutrient constituents in foods that contain SF, in addition to SF.
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Affiliation(s)
- Marcia C de Oliveira Otto
- Division of Epidemiology, Human Genetics and Environmental Sciences, The University of Texas School of Public Health, Houston, USA.
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Mackey RH, Greenland P, Goff DC, Lloyd-Jones D, Sibley CT, Mora S. High-density lipoprotein cholesterol and particle concentrations, carotid atherosclerosis, and coronary events: MESA (multi-ethnic study of atherosclerosis). J Am Coll Cardiol 2012; 60:508-16. [PMID: 22796256 DOI: 10.1016/j.jacc.2012.03.060] [Citation(s) in RCA: 289] [Impact Index Per Article: 24.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2011] [Revised: 03/21/2012] [Accepted: 03/29/2012] [Indexed: 02/06/2023]
Abstract
OBJECTIVES The purpose of this study was to evaluate independent associations of high-density lipoprotein cholesterol (HDL-C) and particle (HDL-P) concentrations with carotid intima-media thickness (cIMT) and incident coronary heart disease (CHD). BACKGROUND HDL-C is inversely related to CHD, and also to triglycerides, low-density lipoprotein particles (LDL-P), and related metabolic risk. HDL-P associations with CHD may be partially independent of these factors. METHODS In a multiethnic study of 5,598 men and women ages 45 to 84 years old, without baseline CHD, excluding subjects on lipid-lowering medications, triglycerides >400 mg/dl, or missing values, we evaluated associations of HDL-C and nuclear magnetic resonance spectroscopy-measured HDL-P with cIMT and incident CHD (myocardial infarction, CHD death, and angina, n = 227 events; mean 6.0 years follow-up). All models were adjusted for age, sex, ethnicity, hypertension, and smoking. RESULTS HDL-C and HDL-P correlated with each other (ρ = 0.69) and LDL-P (ρ = -0.38, -0.25, respectively, p < 0.05 for all). For (1 SD) higher HDL-C (15 mg/dl) or HDL-P (6.64 μmol/l), cIMT differences were - 26.1 (95% confidence interval [CI]: -34.7 to -17.4) μm and -30.1 (95% CI: -38.8 to - 21.4) μm, and CHD hazard ratios were 0.74 (95% CI: 0.63 to 0.88) and 0.70 (95% CI: 0.59 to 0.82), respectively. Adjusted for each other and LDL-P, HDL-C was no longer associated with cIMT (2.3; 95% CI: - 9.5 to 14.2 μm) or CHD (0.97; 95% CI: 0.77 to 1.22), but HDL-P remained independently associated with cIMT (-22.2; 95% CI: - 33.8 to -10.6 μm) and CHD (0.75; 95% CI: 0.61 to 0.93). Interactions by sex, ethnicity, diabetes, and high-sensitivity C-reactive protein were not significant. CONCLUSIONS Adjusting for each other and LDL-P substantially attenuated associations of HDL-C, but not HDL-P, with cIMT and CHD. Potential confounding by related lipids or lipoproteins should be carefully considered when evaluating HDL-related risk.
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Affiliation(s)
- Rachel H Mackey
- University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania 15261, USA.
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Nacif MS, Kawel N, Lee JJ, Chen X, Yao J, Zavodni A, Sibley CT, Lima JAC, Liu S, Bluemke DA. Interstitial myocardial fibrosis assessed as extracellular volume fraction with low-radiation-dose cardiac CT. Radiology 2012; 264:876-83. [PMID: 22771879 DOI: 10.1148/radiol.12112458] [Citation(s) in RCA: 139] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
PURPOSE To develop a cardiac computed tomographic (CT) method with which to determine extracellular volume (ECV) fraction, with cardiac magnetic resonance (MR) imaging as the reference standard. MATERIALS AND METHODS Study participants provided written informed consent to participate in this institutional review board-approved study. ECV was measured in healthy subjects and patients with heart failure by using cardiac CT and cardiac MR imaging. Paired Student t test, linear regression analysis, and Pearson correlation analysis were used to determine the relationship between cardiac CT and MR imaging ECV values and clinical parameters. RESULTS Twenty-four subjects were studied. There was good correlation between myocardial ECV measured at cardiac MR imaging and that measured at cardiac CT (r = 0.82, P < .001). As expected, ECV was higher in patients with heart failure than in healthy control subjects for both cardiac CT and cardiac MR imaging (P = .03, respectively). For both cardiac MR imaging and cardiac CT, ECV was positively associated with end diastolic and end systolic volume and inversely related to ejection fraction (P < .05 for all). Mean radiation dose was 1.98 mSv ± 0.16 (standard deviation) for each cardiac CT acquisition. CONCLUSION ECV at cardiac CT and that at cardiac MR imaging showed good correlation, suggesting the potential for myocardial tissue characterization with cardiac CT.
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Affiliation(s)
- Marcelo Souto Nacif
- Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, 10 Center Dr, Bldg 10, Room 1C355, Bethesda, MD 20892-1182, USA
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Kawel N, Nacif M, Zavodni A, Jones J, Liu S, Sibley CT, Bluemke DA. T1 mapping of the myocardium: intra-individual assessment of the effect of field strength, cardiac cycle and variation by myocardial region. J Cardiovasc Magn Reson 2012; 14:27. [PMID: 22548832 PMCID: PMC3424109 DOI: 10.1186/1532-429x-14-27] [Citation(s) in RCA: 135] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2011] [Accepted: 03/28/2012] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Myocardial T1 relaxation time (T1 time) and extracellular volume fraction (ECV) are altered in the presence of myocardial fibrosis. The purpose of this study was to evaluate acquisition factors that may result in variation of measured T1 time and ECV including magnetic field strength, cardiac phase and myocardial region. METHODS 31 study subjects were enrolled and underwent one cardiovascular MR exam at 1.5 T and two exams at 3 T, each on separate days. A Modified Look-Locker Inversion Recovery (MOLLI) sequence was acquired before and 5, 10, 12, 20, 25 and 30 min after administration of 0.15 mmol/kg gadopentetate dimeglumine (Gd-DTPA; Magnevist) at 1.5 T (exam 1). For exam 2, MOLLI sequences were acquired at 3 T both during diastole and systole, before and after administration of Gd-DTPA (0.15 mmol/kg Magnevist).Exam 3 was identical to exam 2 except gadobenate dimeglumine was administered (Gd-BOPTA; 0.1 mmol/kg Multihance). T1 times were measured in myocardium and blood. ECV was calculated by (ΔR1myocardium/ΔR1blood)*(1-hematocrit). RESULTS Before gadolinium, T1 times of myocardium and blood were significantly greater at 3 T versus 1.5 T (28% and 31% greater, respectively, p < 0.001); after gadolinium, 3 T values remained greater than those at 1.5 T (14% and 12% greater for myocardium and blood at 3 T with Gd-DTPA, respectively, p < 0.0001 and 18% and 15% greater at 3 T with Gd-BOPTA, respectively, p < 0.0001). However, ECV did not vary significantly with field strength when using the same contrast agent at equimolar dose (p = 0.2). Myocardial T1 time was 1% shorter at systole compared to diastole pre-contrast and 2% shorter at diastole compared to systole post-contrast (p < 0.01). ECV values were greater during diastole compared to systole on average by 0.01 (p < 0.01 to p < 0.0001). ECV was significantly higher for the septum compared to the non-septal myocardium for all three exams (p < 0.0001-0.01) with mean absolute differences of 0.01, 0.004, and 0.07, respectively, for exams 1, 2 and 3. CONCLUSION ECV is similar at field strengths of 1.5 T and 3 T. Due to minor variations in T1 time and ECV during the cardiac cycle and in different myocardial regions, T1 measurements should be obtained at the same cardiac phase and myocardial region in order to obtain consistent results.
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Affiliation(s)
- Nadine Kawel
- Radiology and Imaging Sciences and Molecular Biomedical Imaging Laboratory, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
| | - Marcelo Nacif
- Radiology and Imaging Sciences and Molecular Biomedical Imaging Laboratory, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
| | - Anna Zavodni
- Radiology and Imaging Sciences and Molecular Biomedical Imaging Laboratory, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
| | - Jacquin Jones
- Radiology and Imaging Sciences and Molecular Biomedical Imaging Laboratory, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
| | - Songtao Liu
- Radiology and Imaging Sciences and Molecular Biomedical Imaging Laboratory, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
- National Institutes of Health, 10 Center Drive, Bethesda, MD 20892-1074, USA
| | - Christopher T Sibley
- Radiology and Imaging Sciences and Molecular Biomedical Imaging Laboratory, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
| | - David A Bluemke
- Radiology and Imaging Sciences and Molecular Biomedical Imaging Laboratory, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
- National Institutes of Health, 10 Center Drive, Bethesda, MD 20892-1074, USA
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Kawel N, Nacif M, Zavodni A, Jones J, Liu S, Sibley CT, Bluemke DA. T1 mapping of the myocardium: intra-individual assessment of post-contrast T1 time evolution and extracellular volume fraction at 3T for Gd-DTPA and Gd-BOPTA. J Cardiovasc Magn Reson 2012; 14:26. [PMID: 22540153 PMCID: PMC3405486 DOI: 10.1186/1532-429x-14-26] [Citation(s) in RCA: 90] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2011] [Accepted: 04/28/2012] [Indexed: 11/16/2022] Open
Abstract
PURPOSE Myocardial T1 relaxation time (T1 time) and extracellular volume fraction (ECV) are altered in patients with diffuse myocardial fibrosis. The purpose of this study was to perform an intra-individual assessment of normal T1 time and ECV for two different contrast agents. METHODS A modified Look-Locker Inversion Recovery (MOLLI) sequence was acquired at 3 T in 24 healthy subjects (8 men; 28 ± 6 years) at mid-ventricular short axis pre-contrast and every 5 min between 5-45 min after injection of a bolus of 0.15 mmol/kg gadopentetate dimeglumine (Gd-DTPA; Magnevist®) (exam 1) and 0.1 mmol/kg gadobenate dimeglumine (Gd-BOPTA; Multihance®) (exam 2) during two separate scanning sessions. T1 times were measured in myocardium and blood on generated T1 maps. ECVs were calculated as ΔR1 myocardium/ΔR1 blood*1-hematocrit. RESULTS Mean pre-contrast T1 relaxation times for myocardium and blood were similar for both the first and second CMR exam (p > 0.5). Overall mean post-contrast myocardial T1 time was 15 ± 2 ms (2.5 ± 0.7%) shorter for Gd-DTPA at 0.15 mmol/kg compared to Gd-BOPTA at 0.1 mmol/kg (p < 0.01) while there was no significant difference for T1 time of blood pool (p > 0.05). Between 5 and 45 minutes after contrast injection, mean ECV values increased linearly with time for both contrast agents from 0.27 ± 0.03 to 0.30 ± 0.03 (p < 0.0001). Mean ECV values were slightly higher (by 0.01, p < 0.05) for Gd-DTPA compared to Gd-BOPTA. Inter-individual variation of ECV was higher (CV 8.7% [exam 1, Gd-DTPA] and 9.4% [exam 2, Gd-BOPTA], respectively) compared to variation of pre-contrast myocardial T1 relaxation time (CV 4.5% [exam 1] and 3.0% [exam 2], respectively). ECV with Gd-DTPA was highly correlated to ECV by Gd-BOPTA (r = 0.803; p < 0.0001). CONCLUSION In comparison to pre-contrast myocardial T1 relaxation time, variation in ECV values of normal subjects is larger. However, absolute differences in ECV between Gd-DTPA and Gd-BOPTA were small and rank correlation was high. There is a small and linear increase in ECV over time, therefore ideally images should be acquired at the same delay after contrast injection.
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Affiliation(s)
- Nadine Kawel
- Radiology and Imaging Sciences, National Institutes of Health, 10 Center Drive, Bethesda, MD, 20892-1074, USA
- Molecular Biomedical Imaging Laboratory, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, 10 Center Drive, Bethesda, MD, 20892-1074, USA
| | - Marcelo Nacif
- Radiology and Imaging Sciences, National Institutes of Health, 10 Center Drive, Bethesda, MD, 20892-1074, USA
- Molecular Biomedical Imaging Laboratory, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, 10 Center Drive, Bethesda, MD, 20892-1074, USA
| | - Anna Zavodni
- Radiology and Imaging Sciences, National Institutes of Health, 10 Center Drive, Bethesda, MD, 20892-1074, USA
- Molecular Biomedical Imaging Laboratory, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, 10 Center Drive, Bethesda, MD, 20892-1074, USA
| | - Jacquin Jones
- Radiology and Imaging Sciences, National Institutes of Health, 10 Center Drive, Bethesda, MD, 20892-1074, USA
| | - Songtao Liu
- Radiology and Imaging Sciences, National Institutes of Health, 10 Center Drive, Bethesda, MD, 20892-1074, USA
- Molecular Biomedical Imaging Laboratory, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, 10 Center Drive, Bethesda, MD, 20892-1074, USA
| | - Christopher T Sibley
- Radiology and Imaging Sciences, National Institutes of Health, 10 Center Drive, Bethesda, MD, 20892-1074, USA
- Molecular Biomedical Imaging Laboratory, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, 10 Center Drive, Bethesda, MD, 20892-1074, USA
| | - David A Bluemke
- Radiology and Imaging Sciences, National Institutes of Health, 10 Center Drive, Bethesda, MD, 20892-1074, USA
- Molecular Biomedical Imaging Laboratory, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, 10 Center Drive, Bethesda, MD, 20892-1074, USA
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Ugander M, Oki AJ, Hsu LY, Kellman P, Greiser A, Aletras AH, Sibley CT, Chen MY, Bandettini WP, Arai AE. Extracellular volume imaging by magnetic resonance imaging provides insights into overt and sub-clinical myocardial pathology. Eur Heart J 2012; 33:1268-78. [PMID: 22279111 DOI: 10.1093/eurheartj/ehr481] [Citation(s) in RCA: 430] [Impact Index Per Article: 35.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
AIMS Conventional late gadolinium enhancement (LGE) cardiac magnetic resonance can detect myocardial infarction and some forms of non-ischaemic myocardial fibrosis. However, quantitative imaging of extracellular volume fraction (ECV) may be able to detect subtle abnormalities such as diffuse fibrosis or post-infarct remodelling of remote myocardium. The aims were (1) to measure ECV in myocardial infarction and non-ischaemic myocardial fibrosis, (2) to determine whether ECV varies with age, and (3) to detect sub-clinical abnormalities in 'normal appearing' myocardium remote from regions of infarction. METHODS AND RESULTS Cardiac magnetic resonance ECV imaging was performed in 126 patients with T1 mapping before and after injection of gadolinium contrast. Conventional LGE images were acquired for the left ventricle. In patients with a prior myocardial infarction, the infarct region had an ECV of 51 ± 8% which did not overlap with the remote 'normal appearing' myocardium that had an ECV of 27 ± 3% (P < 0.001, n = 36). In patients with non-ischaemic cardiomyopathy, the ECV of atypical LGE was 37 ± 6%, whereas the 'normal appearing' myocardium had an ECV of 26 ± 3% (P < 0.001, n = 30). The ECV of 'normal appearing' myocardium increased with age (r = 0.28, P = 0.01, n = 60). The ECV of 'normal appearing' myocardium remote from myocardial infarctions increased as left ventricular ejection fraction decreased (r = -0.50, P = 0.02). CONCLUSION Extracellular volume fraction imaging can quantitatively characterize myocardial infarction, atypical diffuse fibrosis, and subtle myocardial abnormalities not clinically apparent on LGE images. Taken within the context of prior literature, these subtle ECV abnormalities are consistent with diffuse fibrosis related to age and changes remote from infarction.
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Affiliation(s)
- Martin Ugander
- Cardiovascular and Pulmonary Branch, National Heart, Lung and Blood Institute, National Institutes of Health, US Department of Health and Human Services, 10 Center Drive, Bethesda, MD 20892-1061, USA
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Sibley CT, Huang J, Ugander M, Oki A, Han J, Nacif MS, Greiser A, Messroghli DR, Kellman P, Arai AE, Bluemke DA, Liu S. Myocardial and blood T1 quantification in normal volunteers at 3T. J Cardiovasc Magn Reson 2011. [PMCID: PMC3106825 DOI: 10.1186/1532-429x-13-s1-p51] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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Lee JJ, Liu S, Nacif MS, Ugander M, Han J, Kawel N, Sibley CT, Kellman P, Arai AE, Bluemke DA. Myocardial T1 and extracellular volume fraction mapping at 3 tesla. J Cardiovasc Magn Reson 2011; 13:75. [PMID: 22123333 PMCID: PMC3269374 DOI: 10.1186/1532-429x-13-75] [Citation(s) in RCA: 136] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2011] [Accepted: 11/28/2011] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND To compare 11 heartbeat (HB) and 17 HB modified lock locker inversion recovery (MOLLI) pulse sequence at 3T and to establish preliminary reference values for myocardial T1 and the extracellular volume fraction (ECV). METHODS Both phantoms and normal volunteers were scanned at 3T using 11 HB and 17 HB MOLLI sequence with the following parameters: spatial resolution = 1.75 × 1.75 × 10 mm on a 256 × 180 matrix, TI initial = 110 ms, TI increment = 80 ms, flip angle = 35°, TR/TE = 1.9/1.0 ms. All volunteers were administered Gadolinium-DTPA (Magnevist, 0.15 mmol/kg), and multiple post-contrast MOLLI scans were performed at the same pre-contrast position from 3.5-23.5 minutes after a bolus contrast injection. Late gadolinium enhancement (LGE) images were also acquired 12-30 minutes after the gadolinium bolus. RESULTS T1 values of 11 HB and 17 HB MOLLI displayed good agreement in both phantom and volunteers. The average pre-contrast myocardial and blood T1 was 1315 ± 39 ms and 2020 ± 129 ms, respectively. ECV was stable between 8.5 to 23.5 minutes post contrast with an average of 26.7 ± 1.0%. CONCLUSION The 11 HB MOLLI is a faster method for high-resolution myocardial T1 mapping at 3T. ECV fractions are stable over a wide time range after contrast administration.
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Affiliation(s)
- Jason J Lee
- Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD, USA
| | - Songtao Liu
- Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD, USA
- Molecular Biomedical Imaging Laboratory, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
| | - Marcelo S Nacif
- Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD, USA
| | - Martin Ugander
- Laboratory of Cardiac Energetics, National Heart, Lung and Blood Institute, Bethesda, MD, USA
| | - Jing Han
- U.S. Food and Drug Administration, Rockville, MD, USA
| | - Nadine Kawel
- Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD, USA
| | - Christopher T Sibley
- Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD, USA
- Molecular Biomedical Imaging Laboratory, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
| | - Peter Kellman
- Laboratory of Cardiac Energetics, National Heart, Lung and Blood Institute, Bethesda, MD, USA
| | - Andrew E Arai
- Laboratory of Cardiac Energetics, National Heart, Lung and Blood Institute, Bethesda, MD, USA
| | - David A Bluemke
- Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD, USA
- Molecular Biomedical Imaging Laboratory, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
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Ebong IA, Bertoni AG, Soliman EZ, Guo M, Sibley CT, Chen YDI, Rotter JI, Chen YC, Goff DC. Electrocardiographic abnormalities associated with the metabolic syndrome and its components: the multi-ethnic study of atherosclerosis. Metab Syndr Relat Disord 2011; 10:92-7. [PMID: 22053762 DOI: 10.1089/met.2011.0090] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The association between metabolic syndrome and electrocardiographic (ECG) abnormalities is not well established. METHODS ECG tracings of 6,765 men and women aged 45-84 years, free of clinical cardiovascular disease, from the Multi-Ethnic Study of Atherosclerosis were obtained (2000-2002) and classified as normal or having major or minor abnormalities. We evaluated the associations of metabolic syndrome and its components with ECG abnormalities, adjusting for age, ethnicity, and gender and testing for effect modification by ethnicity and gender. RESULTS The associations of metabolic syndrome, hypertension, and high triglycerides with ECG abnormalities varied significantly by gender. In males, metabolic syndrome and hypertension were significantly associated with major ECG abnormality [1.69 (1.33-2.13), and 2.22 (1.72-2.86), respectively] after adjusting for ethnicity and gender. Hypertension was also associated significantly with minor ECG abnormality in males after adjusting for age and ethnicity. In females, metabolic syndrome and hypertension were significantly associated with major [1.84 (1.44-2.37), and 1.68 (1.27-2.22), respectively] and minor [1.38 (1.19-1.59), and 1.53 (1.32-1.79), respectively] ECG abnormalities after adjusting for age and ethnicity. High triglycerides were only significantly associated with major ECG abnormality in females after adjusting for age and ethnicity. After adjusting for age, ethnicity, and gender, central obesity and high fasting blood glucose were significantly associated with major and minor ECG abnormalities, whereas low high-density lipoprotein cholesterol was significantly associated with major ECG abnormality only. CONCLUSIONS Metabolic syndrome and its components are associated with major and/or minor ECG abnormalities. The relationship of metabolic syndrome, hypertension, and high triglycerides with ECG abnormalities varied according to gender.
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Affiliation(s)
- Imo A Ebong
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston Salem, North Carolina 27157, USA.
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