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BACKGROUND: Hereditary transthyretin amyloidosis (ATTRv) is associated with polyneuropathy, cardiomyopathy, or both. The effects of eplontersen on cardiac structure and function were assessed. METHODS AND RESULTS: NEURO-TTRansform was an open-label trial involving 144 adults with ATTRv polyneuropathy (49 patients [34%] with cardiomyopathy) receiving eplontersen throughout and compared with a historical placebo group (nâ¯=â¯60; 30 patients [50%] with cardiomyopathy) from the NEURO-TTR trial at week 65. Treatment effect (eplontersen vs placebo), presented as mean difference (95% confidence interval) was analyzed after adjusting for age, sex, region, baseline value, ATTRv disease stage, previous ATTRv treatment, and V30M transthyretin variant. There were notable differences at baseline between the eplontersen group and historical placebo. In the cardiomyopathy subgroup, 65 weeks of eplontersen treatment was associated with improvement from baseline relative to placebo in left ventricular ejection fraction of 4.3% (95% confidence interval 1.40-21.01; Pâ¯=â¯.049) and stroke volume 10.64 mL (95% confidence interval 3.99-17.29; Pâ¯=â¯.002) while the remainder of echocardiographic parameters remained stable. CONCLUSIONS: Eplontersen was associated with stable or improved measures of cardiac structure and function vs historical placebo in patients with ATTRv polyneuropathy and cardiomyopathy. Further investigation into eplontersen's effect on transthyretin amyloid cardiomyopathy is being conducted in the CARDIO-TTRansform trial.
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AIMS: The transition from hypertension to heart failure (HF) remains poorly understood. We hypothesized that insufficient perfusion to match global metabolic demand, reflected by a low ratio of myocardial blood flow to global myocardial mass, may be a HF risk marker. METHODS AND RESULTS: A retrospective cohort (n = 346) of patients with hypertension who underwent clinical positron emission tomography (PET) myocardial perfusion imaging for chest pain and/or dyspnoea at Brigham and Women's Hospital (Boston, MA, USA) were studied. Patients without obstructive coronary artery disease by history or PET perfusion (summed stress score <3), HF, cardiomyopathy, or ejection fraction (EF) <40% were followed for HF hospitalization (primary outcome), all-cause death, and their composite. Myocardial blood flow, left ventricular (LV) mass, volumes, and EF were obtained from PET, and a 'flow/mass ratio' was determined as hyperaemic myocardial blood flow over LV mass indexed to body surface area. A lower flow/mass ratio was independently associated with larger end-diastolic (ß = -0.44, P < 0.001) and end-systolic volume (ß = -0.48, P < 0.001) and lower EF (ß = 0.33, P < 0.001). A flow/mass ratio below the median was associated with an adjusted hazard ratio of 2.47 [95% confidence interval (CI) 1.24-4.93; P = 0.01] for HF hospitalization, 1.95 (95% CI 1.12-3.41; P = 0.02) for death, and 2.20 (95% CI 1.39-3.49; P < 0.001) for the composite. CONCLUSION: An integrated physiological measure of insufficient myocardial perfusion to match global metabolic demand identifies subclinical hypertensive heart disease and elevated risk of HF and death in symptomatic patients with hypertension but without flow-limiting coronary artery disease.
Subject(s)
Coronary Artery Disease , Heart Failure , Hypertension , Coronary Artery Disease/complications , Coronary Artery Disease/diagnostic imaging , Female , Heart Failure/etiology , Humans , Hypertension/complications , Retrospective Studies , Stroke VolumeABSTRACT
BACKGROUND: Impaired MFR in the absence of flow-limiting CAD is associated with adverse events. Cardiovascular disease is an important cause of morbidity and mortality in patients with breast cancer. We sought to test the utility of MFR to predict outcomes in a cohort of patients with breast cancer. METHODS: We retrospectively studied consecutive patients with breast cancer or breast cancer survivors who underwent cardiac stress PET imaging from 2006 to 2017 at Brigham and Women's Hospital. Patients with a history of clinically overt CAD, LVEF < 45%, or abnormal myocardial perfusion were excluded. Subjects were followed from time of PET to the occurrence of a first major adverse cardiovascular event (MACE) and all-cause death. RESULTS: The final cohort included 87 patients (median age 69.0 years, 98.9% female, mean MFR 2.05). Over a median follow-up of 7.6 years after PET, the lowest MFR tertile was associated with higher cumulative incidence of MACE (adjusted subdistribution hazard ratio 4.91; 95% CI 1.68-14.38; p = 0.004) when compared with the highest MFR tertile. CONCLUSIONS: In patients with breast cancer, coronary vasomotor dysfunction was associated with incident cardiovascular events. MFR may have potential as a risk stratification biomarker among patients with/survivors of breast cancer.
Subject(s)
Breast Neoplasms , Cardiovascular Diseases , Coronary Artery Disease , Fractional Flow Reserve, Myocardial , Myocardial Perfusion Imaging , Humans , Female , Aged , Male , Retrospective Studies , Breast Neoplasms/diagnostic imaging , Heart , Positron-Emission Tomography , Myocardial Perfusion Imaging/methods , Coronary Artery Disease/diagnostic imaging , Coronary CirculationABSTRACT
BACKGROUND: Coronary vasomotion abnormalities have been described in small studies but not studied systematically. We aimed to review the present literature and analyze it to improve our understanding of chronic kidney disease (CKD) related-coronary microvascular dysfunction. OBJECTIVE: Coronary flow reserve (CFR) is a well-known measure of coronary vasomotion. We aimed to assess the difference in CFR among participants with and without CKD. METHODS: PubMed, Embase, and Cochrane CENTRAL were systematically reviewed to identify studies that compared CFR in participants with and without CKD. We estimated standardized mean differences in mean CFR reported in these studies. We performed subgroup analyses according to imaging modality, and the presence of significant epicardial coronary artery disease. RESULTS: In 14 observational studies with 5966 and 1410 patients with and without CKD, the mean estimated glomerular filtration rate (eGFR) was 29 ± 04 and 87 ± 25 ml/min/1.73 m2 , respectively. Mean CFR was consistently lower in patients with CKD in all studies and the cumulative mean difference was statistically significant (2.1 ± .3 vs. 2.7 ± .5, standardized mean difference -.8, 95% CI -1.1, -.6, p < .05). The lower mean CFR was driven by both significantly higher mean resting flow velocity (.58 cm/s, 95% CI .17, .98) and lower mean stress flow velocity (-.94 cm/s, 95% CI -1.75, -.13) in studies with CKD. This difference remained significant across diagnostic modalities and even in absence of epicardial coronary artery disease. In meta-regression, there was a significant positive relationship between mean eGFR and mean CFR (p < .05). CONCLUSION: Patients with CKD have a significantly lower CFR versus those without CKD, even in absence of epicardial coronary artery disease. There is a linear association between eGFR and CFR. Future studies are required to understand the mechanisms and therapeutic implications of these findings. KEY POINTS: In this meta-analysis of observational studies, there was a significant reduction in coronary flow reserve in studies with chronic kidney disease versus those without. This difference was seen even in absence of epicardial coronary artery disease. In meta-regression, a lower estimate glomerular filtration rate was a significant predictor of lower coronary flow reserve. Coronary microvascular dysfunction, rather than atherosclerosis-related epicardial disease may underly increase cardiovascular risk in a patient with chronic kidney disease.
Subject(s)
Coronary Artery Disease , Fractional Flow Reserve, Myocardial , Myocardial Ischemia , Renal Insufficiency, Chronic , Humans , Coronary Artery Disease/complications , Coronary Artery Disease/diagnostic imaging , Renal Insufficiency, Chronic/complications , Renal Insufficiency, Chronic/diagnostic imaging , Glomerular Filtration Rate , Heart , Coronary Circulation , Coronary Vessels/diagnostic imaging , Observational Studies as TopicABSTRACT
BACKGROUND: Cardiac dysfunction and cardiovascular events are prevalent among patients with chronic kidney disease without overt obstructive coronary artery disease, but the mechanisms remain poorly understood. Coronary microvascular dysfunction has been proposed as a link between abnormal renal function and impairment of cardiac function and cardiovascular events. We aimed to investigate the relations between chronic kidney disease, coronary microvascular dysfunction, cardiac dysfunction, and adverse cardiovascular outcomes. METHODS: Patients undergoing cardiac stress positron emission tomography, echocardiogram, and renal function ascertainment at Brigham and Women's Hospital were studied longitudinally. Patients free of overt coronary (summed stress score <3 and without a history of ischemic heart disease), valvular, and end-organ disease were followed up for the adverse composite outcome of death or hospitalization for myocardial infarction or heart failure. Coronary flow reserve (CFR) was determined from positron emission tomography. Echocardiograms were used to measure cardiac mechanics: diastolic (lateral and septal E/e') and systolic (global longitudinal, radial, and circumferential strain). Image analyses and event adjudication were blinded. The associations between estimated glomerular filtration rate (eGFR), CFR, diastolic and systolic indices, and adverse cardiovascular outcomes were assessed in adjusted models and mediation analyses. RESULTS: Of the 352 patients (median age, 65 years; 63% female; 22% black) studied, 35% had an eGFR <60 mL·min-1·1.73 m-2, a median left ventricular ejection fraction of 62%, and a median CFR of 1.8. eGFR and CFR were associated with diastolic and systolic indices, as well as future cardiovascular events (all P<0.05). In multivariable models, CFR, but not eGFR, was independently associated with cardiac mechanics and cardiovascular events. The associations between eGFR, cardiac mechanics, and cardiovascular events were partly mediated via CFR. CONCLUSIONS: Coronary microvascular dysfunction, but not eGFR, was independently associated with abnormal cardiac mechanics and an increased risk of cardiovascular events. Coronary microvascular dysfunction may mediate the effect of chronic kidney disease on abnormal cardiac function and cardiovascular events in those without overt coronary artery disease.
Subject(s)
Coronary Disease , Positron-Emission Tomography , Renal Insufficiency, Chronic , Ventricular Function, Left , Ventricular Remodeling , Aged , Coronary Disease/diagnostic imaging , Coronary Disease/mortality , Coronary Disease/physiopathology , Coronary Disease/therapy , Disease-Free Survival , Female , Follow-Up Studies , Humans , Male , Middle Aged , Renal Insufficiency, Chronic/mortality , Renal Insufficiency, Chronic/physiopathology , Renal Insufficiency, Chronic/therapy , Survival RateABSTRACT
Over the past several decades, molecular imaging techniques to assess cellular processes in vivo have been integral in advancing our understanding of disease pathogenesis. 18F-fluorodeoxyglucose (18-FDG) positron emission tomography (PET) imaging in particular has shaped the field of atherosclerosis research by highlighting the importance of underlying inflammatory processes that are responsible for driving disease progression. The ability to assess physiology using molecular imaging, combining it with anatomic delineation using cardiac coronary angiography (CCTA) and magnetic resonance imaging (MRI) and lab-based techniques, provides a powerful combination to advance both research and ultimately clinical care. In this review, we demonstrate how molecular imaging studies, specifically using 18-FDG PET, have revealed that early vascular disease is a systemic process with multiple, concurrent biological mechanisms using inflammatory diseases as a basis to understand early atherosclerotic mechanisms in humans.
Subject(s)
Inflammation/diagnosis , Molecular Imaging/methods , Translational Research, Biomedical/instrumentation , Fluorodeoxyglucose F18/administration & dosage , Fluorodeoxyglucose F18/therapeutic use , Humans , Inflammation/physiopathology , Molecular Imaging/trends , Radiopharmaceuticals/administration & dosage , Radiopharmaceuticals/therapeutic use , Stress, Psychological/complications , Stress, Psychological/diagnostic imaging , Translational Research, Biomedical/methods , Translational Research, Biomedical/trendsABSTRACT
BACKGROUND: We investigated role of coronary microvascular disease (CMD) in maladaptive LV remodeling and prognosis in patients with aortic sclerosis or stenosis and no overt CAD. METHODS: This was a retrospective cohort study of patients with aortic sclerosis or stenosis, normal myocardial perfusion and LV ejection fraction (EF) > 50% (n = 43) and matched controls without AS (n = 43). PET and echocardiograms were performed within 1 year of each other. Myocardial perfusion and myocardial flow reserve (MFR) were quantified using PET imaging. LV structure and function, including global longitudinal strain (GLS), were quantified by transthoracic echocardiography. RESULTS: Global MFR declined with increasing AS severity (P = 0.04). Probability of impaired MFR increased with severity of adverse LV remodeling (OR 1.88, CI 1.03 to 3.41, P =0.04). Reduced MFR associated with impaired GLS (r = - 0.29, P = 0.002) and associated with reduced MACE-free survival at 7.27 years median follow-up. Adjusted annualized rate of MACE was highest in those with impaired GLS and MFR and lowest in those with normal GLS and MFR (30.99% vs 1.86%, P =0.002). CONCLUSION AND RELEVANCE: In patients with AS and no overt CAD, impaired MFR associates with adverse LV remodeling and subclinical LV mechanical dysfunction, and is a marker increased clinical risk.
Subject(s)
Aortic Valve Stenosis/physiopathology , Coronary Circulation/physiology , Ventricular Remodeling/physiology , Aged , Aged, 80 and over , Aortic Valve Stenosis/complications , Female , Fractional Flow Reserve, Myocardial , Humans , Male , Microcirculation/physiology , Middle Aged , Retrospective StudiesABSTRACT
BACKGROUND: An upcoming national mandate will require consultation of appropriate use criteria (AUC) through a clinical decision support mechanism (CDSM) for advanced imaging. We aimed to evaluate our current ability to ascertain test appropriateness. METHODS: We prospectively collected data on 288 consecutive stress tests and coronary computed tomography angiography studies for medical inpatients. Study appropriateness was determined independently by two physicians using the 2013 Multimodality AUC. RESULTS: The median age of the study population was 66 years [interquartile range (IQR) 56, 75], 40.8% were female, and 52.8% had a history of coronary artery disease. Review of the electronic health record (EHR) alone was sufficient to deem appropriateness for 87.2% of cases. The most common reason it was insufficient was inability to determine if the patient could exercise (59.5%). After reviewing the EHR and pilot CDSM data together, appropriateness could be determined for 95.8% of the cases. The most common reason appropriateness could not be determined was that the exam indication was not addressed by an AUC criterion (83.3%). CONCLUSION: In preparing for the mandate, it will be important for future CDSM to obtain information on the patient's ability to exercise and for future AUC to include additional indications that are not currently addressed.
Subject(s)
Clinical Decision-Making/methods , Exercise Test/standards , Aged , Boston , Coronary Artery Disease/diagnosis , Coronary Artery Disease/diagnostic imaging , Exercise Test/statistics & numerical data , Female , Hospitalization/statistics & numerical data , Hospitals/statistics & numerical data , Humans , Male , Middle AgedABSTRACT
BACKGROUND: Psoriasis is associated with a heightened risk of cardiovascular disease and higher prevalence of metabolic syndrome. OBJECTIVE: Investigate the effect of metabolic syndrome and its factors on early coronary artery disease assessed as noncalcified coronary burden by coronary computed tomography angiography in psoriasis. METHODS: This cross-sectional study consisted of 260 participants with psoriasis and coronary computed tomography angiography characterization. Metabolic syndrome was defined according to the harmonized International Diabetes Federation criteria. RESULTS: Of the 260 participants, 80 had metabolic syndrome (31%). The metabolic syndrome group had a higher burden of cardiometabolic disease, systemic inflammation, noncalcified coronary burden, and high-risk coronary plaque. After adjusting for Framingham risk score, lipid-lowering therapy, and biologic use, metabolic syndrome (ß = .31; P < .001) and its individual factors of waist circumference (ß = .33; P < .001), triglyceride levels (ß = .17; P = .005), blood pressure (ß = .18; P = .005), and fasting glucose (ß = .17; P = .009) were significantly associated with noncalcified coronary burden. After adjusting for all other metabolic syndrome factors, blood pressure and waist circumference remained significantly associated with noncalcified coronary burden. LIMITATIONS: Observational nature with limited ability to control for confounders. CONCLUSIONS: In psoriasis, individuals with metabolic syndrome had more cardiovascular disease risk factors, systemic inflammation, and noncalcified coronary burden. Efforts to increase metabolic syndrome awareness in psoriasis should be undertaken to reduce the heightened cardiovascular disease risk.
Subject(s)
Coronary Artery Disease/epidemiology , Metabolic Syndrome/epidemiology , Psoriasis/complications , Adult , Blood Pressure , Cardiometabolic Risk Factors , Computed Tomography Angiography , Coronary Angiography , Coronary Artery Disease/diagnosis , Coronary Artery Disease/etiology , Coronary Artery Disease/metabolism , Cross-Sectional Studies , Female , Humans , Longitudinal Studies , Male , Metabolic Syndrome/blood , Metabolic Syndrome/diagnosis , Metabolic Syndrome/metabolism , Middle Aged , Prospective Studies , Psoriasis/blood , Psoriasis/metabolism , Risk Assessment/statistics & numerical data , Tomography, X-Ray Computed , Triglycerides/blood , Waist CircumferenceABSTRACT
AIMS: Hypertension is a well-established heart failure (HF) risk factor, especially in the context of adverse left ventricular (LV) remodelling. We aimed to use myocardial flow reserve (MFR) and global longitudinal strain (GLS), markers of subclinical microvascular and myocardial dysfunction, to refine hypertensive HF risk assessment. METHODS AND RESULTS: Consecutive patients undergoing symptom-prompted stress cardiac positron emission tomography (PET)-computed tomography and transthoracic echocardiogram within 90 days without reduced left ventricular ejection fraction (<40%) or flow-limiting coronary artery disease (summed stress score ≥ 3) were included. Global MFR was quantified by PET, and echocardiograms were retrospectively analysed for cardiac structure and function. Patients were followed over a median 8.75 (Q1-3 4.56-10.04) years for HF hospitalization and a composite of death, HF hospitalization, MI, or stroke. Of 194 patients, 155 had adaptive LV remodelling while 39 had maladaptive remodelling, which was associated with lower MFR and impaired GLS. Across the remodelling spectrum, diastolic parameters, GLS, and N-terminal pro-B-type natriuretic peptide were independently associated with MFR. Maladaptive LV remodelling was associated with increased adjusted incidence of HF hospitalization and death. Importantly, the combination of abnormal MFR and GLS was associated with a higher rate of HF hospitalization compared to normal MFR and GLS [adjusted hazard ratio (HR) 3.21, 95% confidence interval (CI) 1.09-9.45, P = 0.034), including in the adaptive remodelling subset (adjusted HR 3.93, 95% CI 1.14-13.56, P = 0.030). CONCLUSION: We have demonstrated important associations between coronary microvascular dysfunction and myocardial mechanics that refine disease characterization and HF risk assessment of patients with hypertension based on subclinical target organ injury.
Subject(s)
Heart Failure , Hypertension , Ventricular Dysfunction, Left , Heart Failure/etiology , Humans , Hypertension/complications , Retrospective Studies , Risk Factors , Stroke Volume , Ventricular Dysfunction, Left/diagnostic imaging , Ventricular Dysfunction, Left/etiology , Ventricular Function, LeftABSTRACT
PURPOSE OF REVIEW: This review will discuss the application of various imaging modalities including their advantages and disadvantages in the evaluation of the most common pericardial masses with a focus on pericardial cysts, tumors, and hematomas. RECENT FINDINGS: Accurate identification of pericardial masses and assessment of potential hemodynamic compromise is imperative for management. Cardiac imaging plays a central role in tissue characterization as well as evaluation of extension into neighboring structures. Currently, echocardiography is the preferred modality for the initial evaluation due to its low cost and widespread availability. However, due to potential limitations with echocardiography, computed tomography (CT), and cardiac magnetic resonance (CMR) imaging have become robust complementary imaging tests. CT provides superior spatial resolution and is the ideal test for evaluation of calcified masses while CMR provides excellent tissue characterization through various CMR sequences. Finally, positron emission tomography (PET) imaging can provide additional unique information in the assessment of potentially malignant tumors. An integrated, multi-modality imaging approach is helpful to evaluate the pericardium and diagnose pericardial masses. Advancements in imaging technology have provided improved diagnostic accuracy, with CT and CMR currently serving as complementary imaging techniques to traditional echocardiography imaging. Because each imaging modality has its unique sets of advantages and disadvantages, the choice of modality must be individualized to each patient. Through careful consideration, an integrated imaging approach is crucial in noninvasively providing information on cardiac structure, morphology, function, and associated complications that are important to the diagnosis and management of a variety of pericardial masses.
Subject(s)
Heart Neoplasms/diagnostic imaging , Multimodal Imaging/methods , Pericardium/diagnostic imaging , Cysts/diagnostic imaging , Echocardiography , Hematoma/diagnostic imaging , Humans , Magnetic Resonance Imaging , Positron-Emission Tomography , Tomography, X-Ray ComputedABSTRACT
Background: s: Psoriasis is a disease of systemic inflammation associated with increased cardiometabolic risk. Epicardial adipose tissue (EAT) and thoracic adipose tissue (TAT) are contributing factors for atherosclerosis and cardiac dysfunction. We strove to assess the longitudinal impact of the EAT and TAT on coronary and cardiac characteristics in psoriasis. Methods: The study consisted of 301 patients with baseline coronary computed tomography angiography (CTA), of which 139 had four-year follow up scans. EAT and TAT volumes from non-contrast computed tomography scans were quantified by an automated segmentation framework. Coronary plaque characteristics and left ventricular (LV) mass were quantified by CTA. Results: When stratified by baseline EAT and TAT volume quartiles, a stepwise significant increase in cardiometabolic parameters was observed. EAT and TAT volumes associated with fibro-fatty burden (FFB) (TAT: ρ = 0.394, P < 0.001; EAT: ρ = 0.459, P < 0.001) in adjusted models. Only EAT had a significant four-year time-dependent association with FFB in fully adjusted models (ß = 0.307 P = 0.003), whereas only TAT volume associated with myocardial injury in fully adjusted models (TAT: OR = 1.57 95 % CI = (1.00-2.60); EAT: OR = 1.46 95 % CI = (0.91-2.45). Higher quartiles of EAT and TAT had increased LV mass and developed strong correlation (TAT: ρ = 0.370, P < 0.001; EAT: ρ = 0.512, P < 0.001). Conclusions: Our study is the first to explore how both EAT and TAT volumes associate with increased cardiometabolic risk profile in an inflamed psoriasis cohorts and highlight the need for further studies on its use as a potential prognostic tool for high-risk coronary plaques and cardiac dysfunction.
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Epidemiological and clinical studies have demonstrated a consistent relationship between increased systemic inflammation and increased risk of cardiovascular events. In chronic inflammatory states, traditional risk factors only partially account for the development of coronary artery disease (CAD) but underestimate total cardiovascular risk likely due to the residual risk of inflammation. Computed coronary tomography angiography (CCTA) may aid in risk stratification by noninvasively capturing early CAD, identifying high risk plaque morphology and quantifying plaque at baseline and in response to treatment. In this review, we focus on reviewing studies on subclinical atherosclerosis by CCTA in individuals with chronic inflammatory conditions including rheumatoid arthritis (RA), systemic lupus erythematous (SLE), human immunodeficiency virus (HIV) infection and psoriasis. We start with a brief review on the role of inflammation in atherosclerosis, highlight the utility of using CCTA to delineate vessel wall and plaque characteristics and discuss combining CCTA with laboratory studies and emerging technologies to complement traditional risk stratification in chronic inflammatory states.
Subject(s)
Coronary Artery Disease , Plaque, Atherosclerotic , Computed Tomography Angiography , Coronary Angiography , Coronary Artery Disease/diagnostic imaging , Humans , Predictive Value of Tests , Tomography, X-Ray ComputedABSTRACT
OBJECTIVES: The authors aimed to study the sensitivity and specificity of exercise treadmill testing (ETT) in the diagnosis of coronary microvascular disease (CMD), as well as the prognostic implications of ETT results in patients with CMD. BACKGROUND: ETT is validated to evaluate for flow-limiting coronary artery disease (CAD), however, little is known about its use for evaluating CMD. METHODS: We retrospectively studied 249 consecutive patients between 2006 and 2016 who underwent ETT and positron emission tomography within 12 months. Patients with obstructive CAD or left ventricular systolic dysfunction were excluded. CMD was defined as a coronary flow reserve <2. Patients were followed for the occurrence of a first major adverse event (composite of death or hospitalization for myocardial infarction or heart failure). RESULTS: The sensitivity and specificity of a positive ETT to detect CMD were 34.7% (95% CI: 25.4%-45.0%) and 64.9% (95% CI: 56.7%-72.5%), respectively. The specificity of a positive ETT to detect CMD increased to 86.8% (95% CI: 80.3%-91.7%) when only classifying studies with ischemic electrocardiogram changes that lasted at least 1 minute into recovery as positive, although at a cost of lower sensitivity (15.3%; 95% CI: 8.8%-24.0%). Over a median follow-up of 6.9 years (IQR: 5.1-8.2 years), 30 (12.1%) patients met the composite endpoint, including 13 (13.3%) with CMD (n = 98). In patients with CMD, ETT result was not associated with the composite endpoint (P = 0.076). CONCLUSIONS: Our data suggest limited sensitivity of ETT to detect CMD. However, a positive ETT with ischemic changes that persist at least 1 minute into recovery in the absence of obstructive CAD should raise suspicion for the presence of CMD given a high specificity. Further study is needed with larger patient sample sizes to assess the association between ETT results and outcomes in patients with CMD.
Subject(s)
Coronary Artery Disease , Tomography, X-Ray Computed , Coronary Angiography/methods , Coronary Artery Disease/complications , Exercise Test , Humans , Predictive Value of Tests , Retrospective StudiesABSTRACT
Cardiac computed tomography angiography (CTA) is an emerging imaging modality for assessing coronary artery as well as various cardiovascular structures. Recently, deep learning (DL) methods have been successfully applied to many applications of medical image analysis including cardiac CTA structure segmentation. However, DL requires a large amounts of data and high-quality labels for training which can be burdensome to obtain due to its labor-intensive nature. In this study, we aim to develop a fully automatic artificial intelligence (AI) system, named DeepHeartCT, for accurate and rapid cardiac CTA segmentation based on DL. The proposed system was trained using a large clinical dataset with computer-generated labels to segment various cardiovascular structures including left and right ventricles (LV, RV), left and right atria (LA, RA), and LV myocardium (LVM). This new system was trained directly using high-quality computer labels generated from our previously developed multi-atlas based AI system. In addition, a reverse ranking strategy was proposed to assess the segmentation quality in the absence of manual reference labels. This strategy allowed the new framework to assemble optimal computer-generated labels from a large dataset for effective training of a deep convolutional neural network (CNN). A large clinical cardiac CTA studies (n = 1,064) were used to train and validate our framework. The trained model was then tested on another independent dataset with manual labels (n = 60). The Dice score, Hausdorff distance and mean surface distance were used to quantify the segmentation accuracy. The proposed DeepHeartCT framework yields a high median Dice score of 0.90 [interquartile range (IQR), 0.90-0.91], a low median Hausdorff distance of 7 mm (IQR, 4-15 mm) and a low mean surface distance of 0.80 mm (IQR, 0.57-1.29 mm) across all segmented structures. An additional experiment was conducted to evaluate the proposed DL-based AI framework trained with a small vs. large dataset. The results show our framework also performed well when trained on a small optimal training dataset (n = 110) with a significantly reduced training time. These results demonstrated that the proposed DeepHeartCT framework provides accurate and rapid cardiac CTA segmentation that can be readily generalized for handling large-scale medical imaging applications.
ABSTRACT
BACKGROUND: Statin treatment is a potent lipid-lowering therapy associated with decreased cardiovascular risk and mortality. Recent studies including the PARADIGM trial have demonstrated the impact of statins on promoting calcified coronary plaque. HYPOTHESIS: The degree of systemic inflammation impacts the amount of increase in coronary plaque calcification over 2 years of statin treatment. METHODS: A subgroup of 142 participants was analyzed from the Risk Stratification with Image Guidance of HMG CoA Reductase Inhibitor Therapy (RIGHT) study (NCT01212900), who were on statin treatment and underwent cardiac computed tomography angiography (CCTA) at baseline and 2-year follow-up. This cohort was stratified by baseline median levels of high-sensitivity hs-CRP and analyzed with linear regressions using Stata-17 (StataCorp). RESULTS: In the high versus low hs-CRP group, patients with higher baseline median hs-CRP had increased BMI (median [IQR]; 29 [27-31] vs. 27 [24-28]; p < .001), hypertension (59% vs. 41%; p = .03), and LDL-C levels (97 [77-113] vs. 87 [75-97] mg/dl; p = .01). After 2 years of statin treatment, the high hs-CRP group had significant increase in dense-calcified coronary burden versus the low hs-CRP group (1.27 vs. 0.32 mm2 [100×]; p = .02), beyond adjustment (ß = .2; p = .03). CONCLUSIONS: Statin treatment over 2 years associated with a significant increase in coronary calcification in patients with higher systemic inflammation, as measured by hs-CRP. These findings suggest that systemic inflammation plays a role in coronary calcification and further studies should be performed to better elucidate these findings.
Subject(s)
Calcinosis , Coronary Artery Disease , Hydroxymethylglutaryl-CoA Reductase Inhibitors , Plaque, Atherosclerotic , C-Reactive Protein , Coronary Artery Disease/diagnostic imaging , Coronary Artery Disease/drug therapy , Disease Progression , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Inflammation/drug therapy , Prospective Studies , Risk AssessmentABSTRACT
Psoriasis is a systemic inflammatory disease with an increased risk of atherosclerotic events and premature cardiovascular disease. S100A7, A8/A9, and A12 are protein complexes that are produced by activated neutrophils, monocytes, and keratinocytes in psoriasis. Lipid-rich necrotic core (LRNC) is a high-risk coronary plaque feature previously found to be associated with cardiovascular risk factors and psoriasis severity. LRNC can decrease with biologic therapy, but how this occurs remains unknown. We investigated the relationship between S100 proteins, LRNC, and biologic therapy in psoriasis. S100A8/A9 associated with LRNC in fully adjusted models (ß = 0.27, P = 0.009; n = 125 patients with psoriasis with available coronary computed tomography angiography scans; LRNC analyses; and serum S100A7, S100A8, S100A9, S100A12, and S100A8/A9 levels). At 1 year, in patients receiving biologic therapy (36 of 73 patients had 1-year coronary computed tomography angiography scans available), a 79% reduction in S100A8/A9 levels (â172 [â291.7 to 26.4] vs. â29.9 [â137.9 to 50.5]; P = 0.04) and a 0.6 mm2 reduction in average LRNC area (0.04 [â0.48 to 0.77] vs. â0.56 [â1.8 to 0.13]; P = 0.02) were noted. These results highlight the potential role of S100A8/A9 in the development of high-risk coronary plaque in psoriasis.