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Nie JY, Chen WX, Wu QD. Relationship Analysis Between Pericoronary Fat Attenuation Index and Parameters of Single Plaque. J Comput Assist Tomogr 2024; 48:647-651. [PMID: 38335944 DOI: 10.1097/rct.0000000000001589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/12/2024]
Abstract
OBJECTIVE The aim of the study is to investigate the relationship between plaque parameters and pericoronary fat attenuation index (FAI). METHODS A retrospective collection was performed on 227 patients with coronary heart disease who underwent coronary computed tomography angiography examinations in our hospital from May 2021 to April 2023, with a total of 254 right coronary or left anterior descending coronary arteries exhibiting solitary plaques within the FAI measurement area. Based on whether the proximal coronary FAI value was ≥ -70.0 HU, patients and coronary arteries were divided into FAI-positive group (67 cases, 73 coronary arteries) and FAI-negative group (160 cases, 181 coronary arteries). Quantitative parameters of coronary solitary plaques were collected, including stenosis severity, plaque length, plaque volume, plaque composition ratios, minimal luminal area, and calcification score, as well as qualitative parameters such as plaque types and high-risk plaques. Differences in plaque parameters between the FAI-positive and FAI-negative groups were compared. RESULTS The proportion of positive remodeling in the FAI-positive group (73 coronary arteries) was higher than that in the FAI-negative group (181 coronary arteries) with statistical significance (89.0% vs 78.5%, P = 0.049). Multivariate analysis revealed that positive remodeling was a risk factor for abnormal FAI values in solitary plaques (odds ratio, 2.271, P = 0.049). CONCLUSIONS The FAI-positive group had a higher proportion of positive remodeling, and positive remodeling was an independent risk factor for positive FAI values.
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Affiliation(s)
| | | | - Qing-De Wu
- Radiology, Shunde Hospital, Guangzhou University of Chinese Medicine
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2
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Zhang X, Cao Z, Xu J, Guan X, He H, Duan L, Ji L, Liu G, Guo Q, You Y, Zheng M, Wei M. Peri-coronary fat attenuation index combined with high-risk plaque characteristics quantified from coronary computed tomography angiography for risk stratification in new-onset chest pain individuals without acute myocardial infarction. PLoS One 2024; 19:e0304137. [PMID: 38805487 PMCID: PMC11132441 DOI: 10.1371/journal.pone.0304137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 05/07/2024] [Indexed: 05/30/2024] Open
Abstract
This study aims to evaluate the role of the peri-coronary Fat Attenuation Index (FAI) and High-Risk Plaque Characteristics (HRPC) in the assessment of coronary heart disease risk. By conducting coronary CT angiography and coronary angiography on 217 patients with newly developed chest pain (excluding acute myocardial infarction), their degree of vascular stenosis, FAI, and the presence and quantity of HRPC were assessed. The study results demonstrate a correlation between FAI and HRPC, and the combined use of FAI and HRPC can more accurately predict the risk of major adverse cardiovascular events (MACE). Additionally, the study found that patients with high FAI were more prone to exhibit high-risk plaque characteristics, severe stenosis, and multiple vessel disease. After adjustment, the combination of FAI and HRPC improved the ability to identify and reclassify MACE. Furthermore, the study identified high FAI as an independent predictor of MACE in patients undergoing revascularization, while HRPC served as an independent predictor of MACE in patients not undergoing revascularization. These findings suggest the potential clinical value of FAI and HRPC in the assessment of coronary heart disease risk, particularly in patients with newly developed chest pain excluding acute myocardial infarction.
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Affiliation(s)
- Xuelong Zhang
- The First Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
- Graduate School of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Zelong Cao
- The First Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Jianan Xu
- The First Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
- Graduate School of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Xing Guan
- The First Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Honghou He
- The First Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
- Graduate School of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Linan Duan
- The First Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Lishuang Ji
- The First Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Gang Liu
- The First Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Qifeng Guo
- The First Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
- Graduate School of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Yang You
- The First Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Mingqi Zheng
- The First Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
- Hebei Key Laboratory of Heart and Metabolism, Shijiazhuang, Hebei, China
| | - Mei Wei
- The First Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
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3
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Yang W, Wen D, Li S, Zhao H, Xu J, Liu J, Chang Y, Xu J, Zheng M. Prognostic Value of Non-alcoholic Fatty Liver Disease and RCA Pericoronary Adipose Tissue CT Attenuation in Patients with Acute Chest Pain. Acad Radiol 2024; 31:1773-1783. [PMID: 38160090 DOI: 10.1016/j.acra.2023.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Revised: 11/22/2023] [Accepted: 12/01/2023] [Indexed: 01/03/2024]
Abstract
RATIONALE AND OBJECTIVES Pericoronary adipose tissue (PCAT) CT attenuation of right coronary artery (RCA) and non-alcoholic fatty liver disease (NAFLD) have prognostic value for major adverse cardiovascular events (MACE) in patients with coronary artery disease. However, the superior prognostic value between RCA PCAT CT attenuation and NAFLD remains unclear in patients with acute chest pain. This study is to evaluate the prognostic value of NAFLD for MACE, and further assess the incremental prognostic value of NAFLD over PCAT CT attenuation. MATERIALS AND METHODS Between January 2011 and December 2021, all consecutive emergency patients with acute chest pain referred for coronary CT angiography (CCTA) were retrospectively enrolled. MACE included unstable angina requiring hospitalization, coronary revascularization, non-fatal myocardial infarction, and all-cause death. Patients' baseline and CCTA characteristics, RCA PCAT CT attenuation, and the presence of NAFLD were used to evaluate risk factors of MACE using multivariable Cox regression analysis. The prognostic value of NAFLD compared to RCA PCAT CT attenuation was analyzed. RESULTS A total of 514 patients were enrolled (mean age, 58.36 ± 13.05 years; 310 men). During a median follow-up of 31 months, 60 patients (11.67%) experienced MACE. NAFLD (HR = 2.599, 95% CI: 1.207, 5.598, P = 0.015) and RCA PCAT CT attenuation (HR = 1.026, 95% CI: 1.001, 1.051, P = 0.038) were independent predictors of MACE. The global Chi-square analysis showed that NAFLD improved the risk of MACE more than that using clinical risk factors and CCTA metrics (59.51 vs 54.44, P = 0.024) or combined with RCA PCAT CT attenuation (63.75 vs 59.51, P = 0.040). CONCLUSION NAFLD and RCA PCAT CT attenuation were predictors of MACE. NAFLD had an incremental prognostic value beyond RCA PCAT CT attenuation for MACE in patients with acute chest pain. Adding CT-FFR into the risk prediction of patients with acute chest pain is worth considering.
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Affiliation(s)
- Wenxuan Yang
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, China (W.Y., D.W., S.L., M.Z.)
| | - Didi Wen
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, China (W.Y., D.W., S.L., M.Z.)
| | - Shuangxin Li
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, China (W.Y., D.W., S.L., M.Z.)
| | - Hongliang Zhao
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, China (W.Y., D.W., S.L., M.Z.)
| | - Jingji Xu
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, China (W.Y., D.W., S.L., M.Z.)
| | - Jiali Liu
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, China (W.Y., D.W., S.L., M.Z.)
| | - Yingjuan Chang
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, China (W.Y., D.W., S.L., M.Z.)
| | - Jian Xu
- Interventional Surgery Center, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, China (H.Z., J.X., J.L., Y.C., J.X.)
| | - Minwen Zheng
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, China (W.Y., D.W., S.L., M.Z.).
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4
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Botezatu SB, Yu X, Meah MN, Williams MC, Dey D, Newby DE, Tzolos E, Dweck MR. Aortic valve perivascular adipose tissue computed tomography attenuation in patients with aortic stenosis. Heart 2024; 110:657-665. [PMID: 37918901 DOI: 10.1136/heartjnl-2023-323217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 10/10/2023] [Indexed: 11/04/2023] Open
Abstract
OBJECTIVE Aortic stenosis (AS) shares pathophysiological similarities with atherosclerosis including active inflammation. CT attenuation of perivascular adipose tissue provides a measure of vascular inflammation that is linked to prognosis and has the potential to be applied to the aortic valve. We investigated perivascular adipose tissue attenuation around the aortic valve in patients with AS. METHODS CT attenuation was measured in the perivascular adipose tissue extending 3 mm radially and 10 mm longitudinally around the aortic valve in patients with and without AS. Associations between perivascular adipose tissue attenuation and AS disease severity, activity and progression were investigated. RESULTS Perivascular adipose tissue attenuation around the aortic valve demonstrated good intraobserver and interobserver repeatability (interobserver: intraclass correlation coefficient 0.977 (95% CI: 0.94, 0.99)) but was similar between patients with AS (n=120) and control subjects (n=80) (-62.4 (-68.7, -56.5) Hounsfield units (HU) vs -61.2 (-65.3, -55.6) HU, p=0.099). There were no differences between perivascular adipose tissue attenuation in patients with mild (-60.2 (-66.9, -55.1) HU), moderate (-62.8 (-69.6, -56.80) HU) or severe (-62.3 (-69.3, -55.4) HU) AS (all p>0.05), and perivascular adipose tissue attenuation did not demonstrate an association with AS severity as assessed by echocardiography or CT calcium scoring, nor with disease activity assessed by 18F-sodium fluoride positron emission tomography. Moreover, there was no association between baseline aortic valve perivascular adipose tissue attenuation and subsequent AS progression (annualised change in peak velocity: r=0.072, p=0.458). Similar results were found using five other image analysis methods. CONCLUSIONS CT-derived aortic valve perivascular adipose tissue attenuation is not associated with AS disease severity, activity or progression suggesting that it has no value in the investigation and management of patients with AS.
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Affiliation(s)
- Simona B Botezatu
- British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh, Edinburgh, UK
- Cardiology Department, Euroecolab, University of Medicine and Pharmacy 'Carol Davila', Bucharest, Romania
| | - Xinming Yu
- British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh, Edinburgh, UK
| | - Mohammed N Meah
- British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh, Edinburgh, UK
| | - Michelle C Williams
- British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh, Edinburgh, UK
| | - Damini Dey
- Biomedical Imaging Research Institute, Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - David E Newby
- British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh, Edinburgh, UK
| | - Evangelos Tzolos
- British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh, Edinburgh, UK
| | - Marc R Dweck
- British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh, Edinburgh, UK
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5
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Liu H, Li D. Analysis of the correlation between pericoronary adipose tissue mean attenuation and plaque characteristics and stenosis in coronary CT angiography. Medicine (Baltimore) 2024; 103:e37014. [PMID: 38335380 PMCID: PMC10860938 DOI: 10.1097/md.0000000000037014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 12/01/2023] [Accepted: 01/02/2024] [Indexed: 02/12/2024] Open
Abstract
Coronary artery disease (CAD) is a predominant cardiovascular disorder, particularly in the aging population. The pathophysiology of atherosclerosis involves lipid deposition and inflammation of the arterial walls. With coronary computed tomography angiography offering insights into coronary anatomy and pathology, parameters such as pericoronary adipose tissue mean attenuation (PCATMA) have gained significance in the understanding of cardiac diseases. A retrospective study encompassing 130 patients with CAD was conducted to analyze 269 observation points. Coronary CT Angiography was employed, with specific attention paid to the measurement of PCATMA and a qualitative and quantitative assessment of plaques. Statistical analyses were performed using Statistical Package for the Social Sciences software (version 27.0), independent samples t test, one-way ANOVA, and multivariate logistic regression analysis. There was a notable correlation between PCATMA expression and severity of coronary artery calcification and stenosis. Patients with higher coronary artery calcification scores and more pronounced stenosis had elevated PCATMA values. Variances in PCATMA based on plaque type and degree of stenosis were significant (P < .05). Multivariate logistic regression revealed that plaque presence, type, and degree of stenosis were independent determinants of PCATMA expression. PCATMA expression is closely associated with CAD progression. As plaque calcification and arterial stenosis increase, there is a concomitant increase in PCATMA expression, potentially serving as a pivotal prognostic indicator.
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Affiliation(s)
- Haolei Liu
- Department of Cardiothoracic Imaging, Tianjin Medical University, Tianjin, China
- Department of Cardiothoracic Imaging, Cangzhou People’s Hospital, Cangzhou, China
| | - Dong Li
- Department of Radiology, Tianjin General Hospital of Tianjin Medical University, Tianjin, China
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6
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Vecsey-Nagy M, Kolossváry M, Varga-Szemes A, Boussoussou M, Vattay B, Nagy M, Juhász D, Merkely B, Radovits T, Szilveszter B. Low-attenuation coronary plaque burden and troponin release in chronic coronary syndrome: A mediation analysis. J Cardiovasc Comput Tomogr 2024; 18:18-25. [PMID: 37867127 DOI: 10.1016/j.jcct.2023.10.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 10/01/2023] [Accepted: 10/16/2023] [Indexed: 10/24/2023]
Abstract
BACKGROUND Coronary low-attenuation plaque (LAP) burden is a strong predictor of myocardial infarction in patients with stable chest pain. We aimed to assess the relationship between LAP burden and circulating levels of high-sensitivity cardiac troponin T (hs-cTnT), and to explore the potential underlying etiology in patients undergoing clinically indicated coronary CT angiography (CCTA). METHODS A comprehensive metabolic and lipid panel, as well as C-reactive protein (CRP) and hs-cTnT tests were obtained from consecutive patients with stable chest pain at the time of CCTA. Qualitative and quantitative coronary plaque analysis, CT-derived fractional flow reserve (FFR) calculation, and pericoronary adipose tissue (PCAT) attenuation measurement around the right coronary artery were performed on CCTA images. Linear regression analyses were performed to identify independent associations with hs-cTnT concentration and mediation analysis was used to assess whether ischemia or markers of inflammation mediate hs-cTnT elevation. RESULTS In total, 114 patients (56.3 ± 10.6 years, 44.7 % female) were enrolled. In multivariable analysis, age (β = 0.04 [95%CI: 0.02; 0.06], p < 0.001), female sex (β = -0.77 [95%CI: -1.20; 0.33], p < 0.001), and LAP burden (β = 0.03 [95%CI: 0.001; 0.06], p = 0.04) were independently associated with hs-cTnT levels. Mediation analysis, on the other hand, did not identify a significant mediating effect of lesion-specific ischemia based on CT-FFR, circulating CRP levels, or PCAT values between LAP burden and hs-cTnT levels (all p > 0.05). CONCLUSION Although ischemia and inflammation have previously been proposed to mediate the association between LAP burden and hs-cTnT levels, our results did not confirm the role of these pathophysiological pathways in patients with stable chest pain.
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Affiliation(s)
- Milán Vecsey-Nagy
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary.
| | - Márton Kolossváry
- Gottsegen National Cardiovascular Center, Budapest, Hungary; Physiological Controls Research Center, Budapest, Hungary
| | - Akos Varga-Szemes
- Department of Radiology and Radiological Science, Medical University of South Carolina, Charleston, SC, USA
| | | | - Borbála Vattay
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Martin Nagy
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Dénes Juhász
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Béla Merkely
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Tamás Radovits
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
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7
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Souza FRD, Rochitte CE, Silva DC, Sampaio B, Passarelli M, Santos MRD, Fonseca GW, Battaglia Filho AC, Correa K, do Val RM, Yonamine M, Pereira RMR, Negrão CE, Kalil-Filho R, Alves MJDNN. Coronary Inflammation by Computed Tomography Pericoronary Fat Attenuation and Increased Cytokines in Young Male Anabolic Androgenic Steroid Users. Arq Bras Cardiol 2023; 120:e20220822. [PMID: 37991119 PMCID: PMC10697680 DOI: 10.36660/abc.20220822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 08/09/2023] [Accepted: 08/16/2023] [Indexed: 11/23/2023] Open
Abstract
BACKGROUND Anabolic androgenic steroid (AAS) abuse has been associated with coronary artery disease (CAD). Pericoronary fat attenuation (pFA) is a marker of coronary inflammation, which is key in the atherosclerotic process. OBJECTIVE To evaluate pFA and inflammatory profile in AAS users. METHODS Twenty strength-trained AAS users (AASU), 20 AAS nonusers (AASNU), and 10 sedentary controls (SC) were evaluated. Coronary inflammation was evaluated by mean pericoronary fat attenuation (mPFA) in the right coronary artery (RCA), left anterior descending coronary artery (LAD), and left circumflex (LCx). Interleukin (IL)-1 (IL-1), IL-6, IL-10, and TNF-alpha were evaluated by optical density (OD) in a spectrophotometer with a 450 nm filter. P<0.05 indicated statistical significance. RESULTS AASU had higher mPFA in the RCA (-65.87 [70.51-60.70] vs. -78.07 [83.66-72.87] vs.-78.46 [85.41-71.99] Hounsfield Units (HU), respectively, p<0.001) and mPFA in the LAD (-71.47 [76.40-66.61] vs. -79.32 [84.37-74.59] vs. -82.52 [88.44-75.81] HU, respectively, p=0.006) compared with AASNU and SC. mPFA in the LCx was not different between AASU, AASNU, and SC (-72.41 [77.17-70.37] vs. -80.13 [86.22-72.23] vs. -78.29 [80.63-72.29] HU, respectively, p=0.163). AASU compared with AASNU and SC, had higher IL-1, (0.975 [0.847-1.250] vs. 0.437 [0.311-0.565] vs. 0.530 [0.402-0.780] OD, respectively, p=0.002), IL-6 (1.195 [0.947-1.405] vs. 0.427 [0.377-0.577] vs. 0.605 [0.332-0.950] OD, p=0.005) and IL-10 (1.145 [0.920-1.292] vs. 0.477 [0.382-0.591] vs. 0.340 [0.316-0.560] OD, p<0.001). TNF-α was not different between the AASU, AASNU, and SC groups (0.520 [0.250-0.610] vs. 0.377 [0.261-0.548] vs. 0.350 [0.182-430]), respectively. CONCLUSION Compared with ASSNU and controls, AASU have higher mPFA and higher systemic inflammatory cytokines profile suggesting that AAS may induce coronary atherosclerosis through coronary and systemic inflammation.
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Affiliation(s)
- Francis Ribeiro de Souza
- Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
| | - Carlos E Rochitte
- Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
| | - Douglas Carli Silva
- Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo , SP - Brasil
| | - Barbara Sampaio
- Instituto de Medicina Tropical de São Paulo , São Paulo , SP - Brasil
| | - Marisa Passarelli
- Universidade de São Paulo - Faculdade de Medicina - Laboratório de Lípides , São Paulo , SP - Brasil
- Universidade Nove de Julho , São Paulo , SP - Brasil
| | - Marcelo R Dos Santos
- Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
- Hospital Israelita Albert Einstein , São Paulo , SP - Brasil
| | - Guilherme W Fonseca
- Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
| | - Antonio Carlos Battaglia Filho
- Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
| | - Kelly Correa
- Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
| | - Renata Margarida do Val
- Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
| | - Maurício Yonamine
- Universidade de São Paulo - Faculdade de Ciências Farmacêuticas , São Paulo , SP - Brasil
| | - Rosa Maria R Pereira
- Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo , SP - Brasil
| | - Carlos Eduardo Negrão
- Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
| | - Roberto Kalil-Filho
- Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
- Hospital Sírio Libanês , São Paulo , SP - Brasil
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Hou J, Zheng G, Han L, Shu Z, Wang H, Yuan Z, Peng J, Gong X. Coronary computed tomography angiography imaging features combined with computed tomography-fractional flow reserve, pericoronary fat attenuation index, and radiomics for the prediction of myocardial ischemia. J Nucl Cardiol 2023; 30:1838-1850. [PMID: 36859595 DOI: 10.1007/s12350-023-03221-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2022] [Accepted: 01/19/2023] [Indexed: 03/03/2023]
Abstract
BACKGROUND This study aimed to predict myocardial ischemia (MIS) by constructing models with imaging features, CT-fractional flow reserve (CT-FFR), pericoronary fat attenuation index (pFAI), and radiomics based on coronary computed tomography angiography (CCTA). METHODS AND RESULTS This study included 96 patients who underwent CCTA and single photon emission computed tomography-myocardial perfusion imaging (SPECT-MPI). According to SPECT-MPI results, there were 72 vessels with MIS in corresponding supply area and 105 vessels with no-MIS. The conventional model [lesion length (LL), MDS (maximum stenosis diameter × 100% / reference vessel diameter), MAS (maximum stenosis area × 100% / reference vessel area) and CT value], radiomics model (radiomics features), and multi-faceted model (all features) were constructed using support vector machine. Conventional and radiomics models showed similar predictive efficacy [AUC: 0.76, CI 0.62-0.90 vs. 0.74, CI 0.61-0.88; p > 0.05]. Adding pFAI to the conventional model showed better predictive efficacy than adding CT-FFR (AUC: 0.88, CI 0.79-0.97 vs. 0.80, CI 0.68-0.92; p < 0.05). Compared with conventional and radiomics model, the multi-faceted model showed the highest predictive efficacy (AUC: 0.92, CI 0.82-0.98, p < 0.05). CONCLUSION pFAI is more effective for predicting MIS than CT-FFR. A multi-faceted model combining imaging features, CT-FFR, pFAI, and radiomics is a potential diagnostic tool for MIS.
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Affiliation(s)
- Jie Hou
- Jinzhou Medical University, Jinzhou, Liaoning Province, China
- Heart Center, Department of Radiology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Address: No. 158 Shangtang Road, Hanghzou City, 310014, Zhejiang Province, China
| | - Guangying Zheng
- Jinzhou Medical University, Jinzhou, Liaoning Province, China
| | - Lu Han
- Jinzhou Medical University, Jinzhou, Liaoning Province, China
| | - Zhenyu Shu
- Heart Center, Department of Radiology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Address: No. 158 Shangtang Road, Hanghzou City, 310014, Zhejiang Province, China
| | - Haochu Wang
- Heart Center, Department of Radiology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Address: No. 158 Shangtang Road, Hanghzou City, 310014, Zhejiang Province, China
| | - Zhongyu Yuan
- Jinzhou Medical University, Jinzhou, Liaoning Province, China
| | - Jiaxuan Peng
- Jinzhou Medical University, Jinzhou, Liaoning Province, China
| | - Xiangyang Gong
- Heart Center, Department of Radiology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Address: No. 158 Shangtang Road, Hanghzou City, 310014, Zhejiang Province, China.
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9
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Ma GJ, Guo FQ, Hu J, Liu XW, Chen C, Gao B, Li CY. Association of pericoronary adipose tissue with atrial fibrillation recurrence after ablation based on computed tomographic angiography. Jpn J Radiol 2023; 41:955-964. [PMID: 37040024 DOI: 10.1007/s11604-023-01426-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 04/02/2023] [Indexed: 04/12/2023]
Abstract
PURPOSE Quantitative measurement of pericoronary adipose tissue volume (PCATV) and fat attenuation index (FAI) has mostly been used in the study of coronary artery related diseases but rarely in the relationship with atrial fibrillation (AF). This study was conducted to investigate the correlation of PCATV and FAI with the AF recurrence after ablation and the clinical significance. MATERIALS AND METHODS Patients with continuous AF who underwent radiofrequency ablation and computed tomographic angiography (CTA) were retrospectively enrolled. The PCATV, FAI, epicardial adipose tissue volume (EATV) and EAT density (EATD) arround the three main branches of the coronary arteries (LAD, LCX, and RCA) were measured quantitatively with cardiac function software and analyzed. RESULTS 189 patients with continuous AF who underwent radiofrequency ablation for the first time were enrolled. After 12-month follow-up with a mean follow-up time of 10.93 ± 0.16 months, 47 (24.9%) patients were confirmed to have AF recurrence. The 3 V-FAI (- 81.17 ± 4.27 vs. - 83.31 ± 4.59 HU, P = 0.005), LCX-FAI (median - 77 vs. median - 81HU, P < 0.001), EATV (median 141.14vs. median 125.39 ml, P = 0.010), and EATVI (median 70.77 vs. 66.73 ml/m2, P = 0.008) were significantly increased in the recurrence group. EATVI (OR 1.043, 95% CI 1.020-1.066) and LCX-FAI (OR 1.254, 95% CI 1.145-1.374) were two significant independent risk factors for AF recurrence. In the comparison of ROC, the predictive value of LCX-FAI (cut-off value of >- 81.5 HU, area under the curve (AUC) of 0.722) was higher than that of EATVI (cut-off value > 81.07 ml/m2, AUC of 0.630). CONCLUSION EATVI and LCX-FAI were related to recurrence of AF after ablation and have important clinical value in predicting the AF recurrence.
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Affiliation(s)
- Guo-Jing Ma
- Department of Medical Imaging, The Second Hospital of Hebei Medical University, 215 West Heping Road, Shijiazhuang, 050011, Hebei Province, China
- Hebei General Hospital, Shijiazhuang, China
| | - Fu-Qian Guo
- Department of Medical Imaging, The Second Hospital of Hebei Medical University, 215 West Heping Road, Shijiazhuang, 050011, Hebei Province, China
| | - Jie Hu
- The Third Hospital of Shijiazhuang City, Shijiazhuang, China
| | - Xiao-Wei Liu
- Department of Medical Imaging, The Second Hospital of Hebei Medical University, 215 West Heping Road, Shijiazhuang, 050011, Hebei Province, China
| | - Chen Chen
- Hebei General Hospital, Shijiazhuang, China
| | - Bulang Gao
- Department of Medical Imaging, The Second Hospital of Hebei Medical University, 215 West Heping Road, Shijiazhuang, 050011, Hebei Province, China
| | - Cai-Ying Li
- Department of Medical Imaging, The Second Hospital of Hebei Medical University, 215 West Heping Road, Shijiazhuang, 050011, Hebei Province, China.
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Xi Y, Huang L, Hao J, Luo C, Li J, Dong Y, Lin G, Zhuang J, Jia Q, Huang M. Predictive performance of the perivascular fat attenuation index for interventional antegrade percutaneous coronary intervention for chronic total occlusion. Eur Radiol 2022; 33:3041-3051. [PMID: 36571603 DOI: 10.1007/s00330-022-09370-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 11/23/2022] [Accepted: 12/08/2022] [Indexed: 12/27/2022]
Abstract
OBJECTIVES This study aimed to investigate the association between the perivascular fat attenuation index (FAI) and the success of the antegrade percutaneous coronary intervention (PCI) for chronic total occlusion (CTO). METHODS This study evaluated patients with only one CTO lesion observed on conventional coronary angiography (CAG) who underwent coronary computed tomography angiography (CCTA) < 1 month before CAG, from 2018 to 2019. The clinical data, CCTA-based CTO lesion morphologic characteristics, and perivascular FAI of CTO lesions were recorded and analysed. RESULTS In total, 156 patients with CTOs were enrolled in this study. Successful antegrade PCI (A-PCI) was achieved in 105 CTO lesions (67.3%). The perivascular FAI of the failed A-PCI group was significantly lower than the successful A-PCI group (-84.76 ± 10.44 Hounsfield unit (HU) vs. -67.54 ± 9.94 HU; p < 0.001), and the cut-off value determined by the receiver operating characteristic (ROC) curve was -77.50 HU. Multivariable analysis revealed no statistical significance in the clinical data, FAI ≤ -77.50 HU (odds ratio (OR): 33.96), negative remodeling (OR: 4.36), severe calcification degree (OR: 4.43) and occlusion length ≥ 20.25 mm (OR: 3.89) were independent predictors of A-PCI failure. The prediction performance of combining the three morphologic characteristics (severe calcification, occlusion length ≥ 20.25 mm, and negative remodeling) with FAI ≤ -77.50 HU was better than that of the three morphologic characteristics alone (0.93 versus 0.77, p < 0.001). CONCLUSIONS As a non-invasive index for detecting coronary inflammation, FAI complements indicators based on coronary CTA well and may be helpful for choosing appropriate interventional strategies. KEY POINTS • Perivascular FAI of CTO was significantly higher in the failed A-PCI group. • The combination of FAI with other morphological predictors showed higher predictive performance of failed A-PCI for CTOs. • FAI is a good complement to indicators based on coronary CTA.
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Affiliation(s)
- Yue Xi
- Department of Radiology, Guangzhou Women and Children's Medical Center, Guangdong Provincial Clinical Research Center for Child Health, Guangzhou, 510623, China.,Department of Catheterization Lab, Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of South China Structural Heart Disease, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China
| | - Lei Huang
- Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China
| | - Junhai Hao
- Department of Intensive Care Unit of Cardiovascular Surgery, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China
| | - Chun Luo
- Department of Radiology, The First People's Hospital of Foshan, Foshan, 528000, China
| | - Jinglei Li
- Department of Radiology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China
| | - Yuhao Dong
- Department of Catheterization Lab, Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of South China Structural Heart Disease, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China
| | - Guisen Lin
- Department of Radiology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China
| | - Jian Zhuang
- Department of Cardiovascular Surgery, Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of South China Structural Heart Disease, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China
| | - Qianjun Jia
- Department of Catheterization Lab, Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of South China Structural Heart Disease, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China.
| | - Meiping Huang
- Department of Catheterization Lab, Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of South China Structural Heart Disease, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China.
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Hu GQ, Ge YQ, Hu XK, Wei W. Predicting coronary artery calcified plaques using perivascular fat CT radiomics features and clinical risk factors. BMC Med Imaging 2022; 22:134. [PMID: 35906532 PMCID: PMC9338488 DOI: 10.1186/s12880-022-00858-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Accepted: 07/14/2022] [Indexed: 11/10/2022] Open
Abstract
OBJECTIVE The purpose of this study was to develop a combined radiomics model to predict coronary plaque texture using perivascular fat CT radiomics features combined with clinical risk factors. METHODS The data of 200 patients with coronary plaques were retrospectively analyzed and randomly divided into a training group and a validation group at a ratio of 7:3. In the training group, The best feature set was selected by using the maximum correlation minimum redundancy method and the least absolute shrinkage and selection operator. Radiomics models were built based on different machine learning algorithms. The clinical risk factors were then screened using univariate logistic regression analysis. and finally a combined radiomics model was developed using multivariate logistic regression analysis to combine the best performing radiomics model with clinical risk factors and validated in the validation group. The efficacy of the model was assessed by a receiver operating characteristic curve, the consistency of the nomogram was assessed using calibration curves, and the clinical usefulness of the nomogram was assessed using decision curve analysis. RESULTS Twelve radiomics features were used by different machine learning algorithms to construct the radiomics model. Finally, the random forest algorithm built the best radiomics model in terms of efficacy, and this was combined with age to construct a combined radiomics model. The area under curve for the training and validation group were 0.98 (95% confidence interval, 0.95-1.00) and 0.97 (95% confidence interval, 0.92-1.00) with sensitivities of 0.92 and 0.86 and specificities of 0.99 and 1, respectively. The calibration curve demonstrated that the nomogram had good consistency, and the decision curve analysis demonstrated that the nomogram had high clinical utility. CONCLUSIONS The combined radiomics model established based on CT radiomics features and clinical risk factors has high value in predicting coronary artery calcified plaque and can provide a reference for clinical decision-making.
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Affiliation(s)
- Guo-Qing Hu
- Department of Radiology, The First Affiliated Hospital of USTC, Wannan Medical College, Wuhu, 241002, Anhui, China
| | - Ya-Qiong Ge
- GE Healthcare China, No. 1 Huatuo Road, Pudong New Town, Shanghai, 210000, China
| | - Xiao-Kun Hu
- Department of Radiology, The First Affiliated Hospital of USTC, Wannan Medical College, Wuhu, 241002, Anhui, China
| | - Wei Wei
- Department of Radiology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230001, Anhui, China.
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Bao W, Chen C, Yang M, Qin L, Xu Z, Yan F, Yang W. A preliminary coronary computed tomography angiography-based study of perivascular fat attenuation index: relation with epicardial adipose tissue and its distribution over the entire coronary vasculature. Eur Radiol 2022; 32:6028-6036. [PMID: 35389051 DOI: 10.1007/s00330-022-08781-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 03/22/2022] [Accepted: 03/27/2022] [Indexed: 11/28/2022]
Abstract
OBJECTIVES To investigate the perivascular fat attenuation index (FAI) in association with epicardial adipose tissue (EAT) parameters and its distribution over the entire coronary vasculature in patients with known or suspected coronary artery disease (CAD). METHODS Patients with known or suspected CAD who underwent coronary computed tomography angiography from January 1, 2019, to June 1, 2019, were retrospectively included. The perivascular FAI was quantified on four main epicardial coronary arteries and seven coronary segments. Moreover, EAT density and volume were measured. RESULTS We included 192 consecutive patients (55 without coronary plaque [mean age 46.4 ± 13.2 years, 69.1% male] and 137 with coronary plaque [mean age 57.9 ± 13.0 years, 84.7% male]). EAT density was lower than perivascular FAI in both groups, but they exhibited substantial correlation (- 83.33 ± 4.54 vs. - 78.22 ± 6.52 HU, p < 0.001; r = 0.667 in plaque- patients and - 83.11 ± 4.48 vs. - 77.81 ± 5.63 HU, p < 0.001; r = 0.778 in plaque+ patients). The left main coronary artery had the highest perivascular FAI, followed by the left circumflex artery. The perivascular FAI in proximal segments was significantly higher compared to that in distal segments (all p < 0.05). Furthermore, the presence of plaque did not alter perivascular FAI on the patient or segmental level. CONCLUSION The perivascular FAI was significantly higher than EAT density and correlated substantially with EAT density. The perivascular FAI distribution over the entire coronary tree varied and prompted for vessel-specific or segment-specific thresholds to determine abnormal perivascular FAI in practice. KEY POINTS • The perivascular FAI correlated well with EAT density and had higher values than EAT density. • The distributions of perivascular FAI differ between coronary vessels or segments; considering segment and vessel confounding factors while conducting a perivascular FAI study is necessary. • No significant difference of perivascular FAI was observed between patients without and with coronary plaque, nor between coronary segments without plaque and those with plaque.
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Affiliation(s)
- Wenrui Bao
- Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin Er Road, Shanghai, 200025, China
| | - Chihua Chen
- Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin Er Road, Shanghai, 200025, China
| | - Min Yang
- Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin Er Road, Shanghai, 200025, China
| | - Le Qin
- Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin Er Road, Shanghai, 200025, China
| | - Zhihan Xu
- Siemens Healthineers CT Collaboration, Shanghai, China
| | - Fuhua Yan
- Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin Er Road, Shanghai, 200025, China
| | - Wenjie Yang
- Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin Er Road, Shanghai, 200025, China.
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Wen D, An R, Lin S, Yang W, Jia Y, Zheng M. Influence of Different Segmentations on the Diagnostic Performance of Pericoronary Adipose Tissue. Front Cardiovasc Med 2022; 9:773524. [PMID: 35310984 PMCID: PMC8929663 DOI: 10.3389/fcvm.2022.773524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Accepted: 02/10/2022] [Indexed: 12/01/2022] Open
Abstract
Objective To investigate the influence of different segmentations on the diagnostic performance of pericoronary adipose tissue (PCAT) CT attenuation and radiomics features for the prediction of ischemic coronary artery stenosis. Methods From June 2016 to December 2018, 108 patients with 135 vessels were retrospectively analyzed in the present study. Vessel-based PCAT was segmented along the 40 mm-long proximal segments of three major epicardial coronary arteries, while lesion-based PCAT was defined around coronary lesions. CT attenuation and radiomics features derived from two segmentations were calculated and extracted. The diagnostic performance of PCAT CT attenuation or radiomics models in predicting ischemic coronary stenosis were also compared between vessel-based and lesion-based segmentations. Results The mean PCAT CT attenuation was −75.7 ± 9.1 HU and −76.1 ± 8.1 HU (p = 0.395) for lesion-based and vessel-based segmentations, respectively. A strong correlation was found between vessel-based and lesion-based PCAT CT attenuation for all cohort and subgroup analyses (all p < 0.01). A good agreement for all cohort and subgroup analyses was also detected between two segmentations. The diagnostic performance was comparable between vessel-based and lesion based PCAT CT attenuation in predicting ischemic stenosis. The radiomics features of PCAT based on vessel or lesion segmentation can both adequately identify the ischemic stenosis. However, no significant difference was detected between the two segmentations. Conclusions The quantitative evaluation of PCAT can be reliably measured both from vessel-based and lesion-based segmentation. Furthermore, the radiomics analysis of PCAT may potentially help predict hemodynamically significant coronary artery stenosis.
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Affiliation(s)
- Didi Wen
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Rui An
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | | | - Wangwei Yang
- Department of Cardiology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Yuyang Jia
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Minwen Zheng
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
- *Correspondence: Minwen Zheng
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Sun JT, Sheng XC, Feng Q, Yin Y, Li Z, Ding S, Pu J. Pericoronary Fat Attenuation Index Is Associated With Vulnerable Plaque Components and Local Immune-Inflammatory Activation in Patients With Non-ST Elevation Acute Coronary Syndrome. J Am Heart Assoc 2022; 11:e022879. [PMID: 35023363 PMCID: PMC9238519 DOI: 10.1161/jaha.121.022879] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Background The pericoronary fat attenuation index (FAI) is assessed using standard coronary computed tomography angiography, and it has emerged as a novel imaging biomarker of coronary inflammation. The present study assessed whether increased pericoronary FAI values on coronary computed tomography angiography were associated with vulnerable plaque components and their intracellular cytokine levels in patients with non-ST elevation acute coronary syndrome. Methods and Results A total of 195 lesions in 130 patients with non-ST elevation acute coronary syndrome were prospectively included. Lesion-specific pericoronary FAI, plaque components and other plaque features were evaluated by coronary computed tomography angiography. Local T cell subsets and their intracellular cytokine levels were detected by flow cytometry. Lesions with pericoronary FAI values >-70.1 Hounsfield units exhibited spotty calcification (43.1% versus 25.0%, P=0.015) and low-attenuation plaques (17.6% versus 4.2%, P=0.016) more frequently than lesions with lower pericoronary FAI values. Further quantitative plaque compositional analysis showed that increased necrotic core volume (Pearson's r=0.324, P<0.001) and fibrofatty volume (Pearson's r=0.270, P<0.001) were positively associated with the pericoronary FAI, and fibrous volume (Pearson's r=-0.333, P<0.001) showed a negative association. An increasing proinflammatory intracellular cytokine profile was found in lesions with higher pericoronary FAI values. Conclusions The pericoronary FAI may be a reliable indicator of local immune-inflammatory response activation, which is closely related to plaque vulnerability. Registration URL: https://www.clinicaltrials.gov; Unique identifier: NCT04792047.
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Affiliation(s)
- Jia Teng Sun
- Department of Cardiology Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine Shanghai China
| | - Xin Cheng Sheng
- Department of Cardiology Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine Shanghai China
| | - Qi Feng
- Department of Radiology Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine Shanghai China
| | - Yan Yin
- Department of Radiology Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine Shanghai China
| | - Zheng Li
- Department of Cardiology Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine Shanghai China
| | - Song Ding
- Department of Cardiology Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine Shanghai China
| | - Jun Pu
- Department of Cardiology Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine Shanghai China
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15
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Epicardial Adipose Tissue Attenuation and Fat Attenuation Index: Phantom Study and In-Vivo Measurements With Photon-Counting CT. AJR Am J Roentgenol 2021; 218:822-829. [PMID: 34877869 DOI: 10.2214/ajr.21.26930] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Background: Epicardial adipose tissue (EAT) attenuation is a vascular inflammation marker predictive of adverse cardiac events. Fat attenuation index (FAI) assesses fat attenuation for predefined coronary segments. Photon-counting detector (PCD) CT employs routine virtual monoenergetic image (VMI) reconstructions. VMI energy level may impact EAT attenuation and FAI measurements. Objective: To assess EAT attenuation and FAI measurements at different monoenergetic keV levels in patients undergoing coronary CTA using a first-generation whole-body dual-source PCD CT scanner. Methods: An anthropomorphic phantom at two sizes with a fat-insert was imaged on a first-generation dual-source PCD CT scanner and, as reference, on a conventional energy-integrating detector (EID) CT scanner at 120 kV. Thirty patients (11 women, 19 men; mean age, 48±10 years; Agatston score ≤60) who underwent an ECG-gated unenhanced calcium-scoring scan and contrast-enhanced coronary CTA by PCD CT were retrospectively evaluated. VMI from 55 to 80 keV at 5 keV increments were reconstructed. EAT attenuation was manually measured on unenhanced and contrast-enhanced images. FAI was calculated using semiautomated software. Results: The phantom fat-insert attenuation was -69 HU for the reference EID CT; closest attenuation for PCT CT was observed at 70 keV for small (-69 HU) and large (-70 HU) phantoms. In patients, EAT attenuation increased for unenhanced acquisition from -111±11 HU at 55 keV to -82±9 HU at 80 keV, and for contrast-enhanced acquisition from -104±11 HU at 55 keV to -81±9 HU at 80 keV. Mean attenuation difference between unenhanced and contrast-enhanced scans decreased with increasing keV level (from 7±12 HU to 1±10 HU). FAI increased from -89±8 HU at 55 keV to -77±12 HU at 80 keV for right coronary artery, -95±11 HU at 55 keV to -85±11 HU at 80 keV for left anterior descending artery, and -87±10 HU at 55 keV to -80±12 HU at 80 keV for circumflex artery. Conclusion: EAT attenuation and FAI measurements using PCD CT are impacted by keV level and contrast enhancement. Use of 70 keV provides fat attenuation approximating conventional polychromatic measurements. Clinical impact: The findings may help standardize evaluation of pericoronary inflammation by PCT CT as a measure of patients' cardiac risk.
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Assessment of Coronary Inflammation by Pericoronary Fat Attenuation Index in Clinically Suspected Myocarditis with Infarct-Like Presentation. J Clin Med 2021; 10:jcm10184200. [PMID: 34575310 PMCID: PMC8465666 DOI: 10.3390/jcm10184200] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 09/10/2021] [Accepted: 09/14/2021] [Indexed: 12/19/2022] Open
Abstract
Background: The pathophysiology of angina-like symptoms in myocarditis is still unclear. Perivascular fat attenuation index (pFAI) by coronary computed tomography angiography (CCTA) is a non-invasive marker of coronary inflammation (CI) in atherosclerosis. We explored the presence of CI in clinically suspected myocarditis with infarct-like presentation. Methods: We retrospectively included 15 consecutive patients (67% male, age 30 ± 10 years) with clinically suspected infarct-like myocarditis who underwent CCTA to rule out coronary artery disease. Right coronary artery (RCA) pFAI mean value was compared with that of healthy volunteers. Results: Mean RCA pFAI value was −92.8 ± 8.4 HU, similar to that of healthy volunteers (−95.2 ± 6.0, p = 0.8). We found no correlation between RCA pFAI mean values and peak Troponin I (r = −0.43, p = 0.11) and C-reactive protein at diagnosis (r = −0.25, p = 0.42). Patients with higher pFAI values showed higher biventricular end-systolic volumes (ESV) (p = 0.038 for left and p = 0.024 for right ventricle) and lower right ventricular ejection fraction (RVEF) (p = 0.038) on cardiovascular magnetic resonance. Conclusions: In clinically suspected myocarditis with infarct-like presentation, RCA pFAI values are lower than those validated in atherosclerosis. The correlation between higher pFAI values, higher biventricular ESV and lower RVEF, may suggest a role of pFAI in predicting non-atherosclerotic CI (i.e., infective/immune-mediated “endothelialitis”).
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Baritussio A, Williams MC. Gaining evidence on coronary inflammation. J Cardiovasc Comput Tomogr 2021; 15:455-456. [PMID: 33952437 DOI: 10.1016/j.jcct.2021.04.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Accepted: 04/19/2021] [Indexed: 11/23/2022]
Affiliation(s)
- Anna Baritussio
- Department of Cardiac, Thoracic, Vascular Sciences and Public Health, Azienda Ospedale-Università, University of Padua, Padua, Italy.
| | - Michelle C Williams
- BHF Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK; Edinburgh Imaging Facility QMRI, University of Edinburgh, Edinburgh, UK
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Serruys PW, Hara H, Garg S, Kawashima H, Nørgaard BL, Dweck MR, Bax JJ, Knuuti J, Nieman K, Leipsic JA, Mushtaq S, Andreini D, Onuma Y. Coronary Computed Tomographic Angiography for Complete Assessment of Coronary Artery Disease: JACC State-of-the-Art Review. J Am Coll Cardiol 2021; 78:713-736. [PMID: 34384554 DOI: 10.1016/j.jacc.2021.06.019] [Citation(s) in RCA: 59] [Impact Index Per Article: 19.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 06/02/2021] [Accepted: 06/03/2021] [Indexed: 01/09/2023]
Abstract
Coronary computed tomography angiography (CTA) has shown great technological improvements over the last 2 decades. High accuracy of CTA in detecting significant coronary stenosis has promoted CTA as a substitute for conventional invasive coronary angiography in patients with suspected coronary artery disease. In patients with coronary stenosis, CTA-derived physiological assessment is surrogate for intracoronary pressure and velocity wires, and renders possible decision-making about revascularization solely based on computed tomography. Computed tomography coronary anatomy with functionality assessment could potentially become a first line in diagnosis. Noninvasive imaging assessment of plaque burden and morphology is becoming a valuable substitute for intravascular imaging. Recently, wall shear stress and perivascular inflammation have been introduced. These assessments could support risk management for both primary and secondary cardiovascular prevention. Anatomy, functionality, and plaque composition by CTA tend to replace invasive assessment. Complete CTA assessment could provide a 1-stop-shop for diagnosis, risk management, and decision-making on treatment.
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Affiliation(s)
- Patrick W Serruys
- Department of Cardiology, National University of Ireland, Galway (NUIG), Galway, Ireland; NHLI, Imperial College London, London, United Kingdom.
| | - Hironori Hara
- Department of Cardiology, National University of Ireland, Galway (NUIG), Galway, Ireland; Department of Cardiology, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands. https://twitter.com/hara_hironori
| | - Scot Garg
- Department of Cardiology, Royal Blackburn Hospital, Blackburn, United Kingdom
| | - Hideyuki Kawashima
- Department of Cardiology, National University of Ireland, Galway (NUIG), Galway, Ireland; Department of Cardiology, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Bjarne L Nørgaard
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark
| | - Marc R Dweck
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, United Kingdom
| | - Jeroen J Bax
- Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Juhani Knuuti
- Heart Center, Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland
| | - Koen Nieman
- Department of Radiology and Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Jonathon A Leipsic
- Department of Medicine and Radiology, University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Daniele Andreini
- Centro Cardiologico Monzino, IRCCS, Milan, Italy; Department of Clinical Sciences and Community Health, Cardiovascular Section, University of Milan, Milan, Italy
| | - Yoshinobu Onuma
- Department of Cardiology, National University of Ireland, Galway (NUIG), Galway, Ireland
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Yuvaraj J, Cheng K, Lin A, Psaltis PJ, Nicholls SJ, Wong DTL. The Emerging Role of CT-Based Imaging in Adipose Tissue and Coronary Inflammation. Cells 2021; 10:1196. [PMID: 34068406 PMCID: PMC8153638 DOI: 10.3390/cells10051196] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 04/30/2021] [Accepted: 05/07/2021] [Indexed: 12/15/2022] Open
Abstract
A large body of evidence arising from recent randomized clinical trials demonstrate the association of vascular inflammatory mediators with coronary artery disease (CAD). Vascular inflammation localized in the coronary arteries leads to an increased risk of CAD-related events, and produces unique biological alterations to local cardiac adipose tissue depots. Coronary computed tomography angiography (CTA) provides a means of mapping inflammatory changes to both epicardial adipose tissue (EAT) and pericoronary adipose tissue (PCAT) as independent markers of coronary risk. Radiodensity or attenuation of PCAT on coronary CTA, notably, provides indirect quantification of coronary inflammation and is emerging as a promising non-invasive imaging implement. An increasing number of observational studies have shown robust associations between PCAT attenuation and major coronary events, including acute coronary syndrome, and 'vulnerable' atherosclerotic plaque phenotypes that are associated with an increased risk of the said events. This review outlines the biological characteristics of both EAT and PCAT and provides an overview of the current literature on PCAT attenuation as a surrogate marker of coronary inflammation.
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Affiliation(s)
- Jeremy Yuvaraj
- Monash Cardiovascular Research Centre, Victorian Heart Institute, Faculty of Medicine, Nursing and Health Sciences, Monash University and Monash Heart, Monash Health, Clayton, VIC 3168, Australia; (J.Y.); (K.C.); (S.J.N.)
| | - Kevin Cheng
- Monash Cardiovascular Research Centre, Victorian Heart Institute, Faculty of Medicine, Nursing and Health Sciences, Monash University and Monash Heart, Monash Health, Clayton, VIC 3168, Australia; (J.Y.); (K.C.); (S.J.N.)
| | - Andrew Lin
- Cedars-Sinai Medical Center, Biomedical Imaging Research Institute, Los Angeles, CA 90048, USA;
| | - Peter J. Psaltis
- Department of Medicine, University of Adelaide, Adelaide, SA 5005, Australia;
- South Australian Health Medical Research Institute, Adelaide, SA 5000, Australia
| | - Stephen J. Nicholls
- Monash Cardiovascular Research Centre, Victorian Heart Institute, Faculty of Medicine, Nursing and Health Sciences, Monash University and Monash Heart, Monash Health, Clayton, VIC 3168, Australia; (J.Y.); (K.C.); (S.J.N.)
| | - Dennis T. L. Wong
- Monash Cardiovascular Research Centre, Victorian Heart Institute, Faculty of Medicine, Nursing and Health Sciences, Monash University and Monash Heart, Monash Health, Clayton, VIC 3168, Australia; (J.Y.); (K.C.); (S.J.N.)
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20
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Focal pericoronary adipose tissue attenuation is related to plaque presence, plaque type, and stenosis severity in coronary CTA. Eur Radiol 2021; 31:7251-7261. [PMID: 33860371 PMCID: PMC8452552 DOI: 10.1007/s00330-021-07882-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 01/23/2021] [Accepted: 03/15/2021] [Indexed: 11/12/2022]
Abstract
Objectives To investigate the association of pericoronary adipose tissue mean attenuation (PCATMA) with coronary artery disease (CAD) characteristics on coronary computed tomography angiography (CCTA). Methods We retrospectively investigated 165 symptomatic patients who underwent third-generation dual-source CCTA at 70kVp: 93 with and 72 without CAD (204 arteries with plaque, 291 without plaque). CCTA was evaluated for presence and characteristics of CAD per artery. PCATMA was measured proximally and across the most severe stenosis. Patient-level, proximal PCATMA was defined as the mean of the proximal PCATMA of the three main coronary arteries. Analyses were performed on patient and vessel level. Results Mean proximal PCATMA was −96.2 ± 7.1 HU and −95.6 ± 7.8HU for patients with and without CAD (p = 0.644). In arteries with plaque, proximal and lesion-specific PCATMA was similar (−96.1 ± 9.6 HU, −95.9 ± 11.2 HU, p = 0.608). Lesion-specific PCATMA of arteries with plaque (−94.7 HU) differed from proximal PCATMA of arteries without plaque (−97.2 HU, p = 0.015). Minimal stenosis showed higher lesion-specific PCATMA (−94.0 HU) than severe stenosis (−98.5 HU, p = 0.030). Lesion-specific PCATMA of non-calcified, mixed, and calcified plaque was −96.5 HU, −94.6 HU, and −89.9 HU (p = 0.004). Vessel-based total plaque, lipid-rich necrotic core, and calcified plaque burden showed a very weak to moderate correlation with proximal PCATMA. Conclusions Lesion-specific PCATMA was higher in arteries with plaque than proximal PCATMA in arteries without plaque. Lesion-specific PCATMA was higher in non-calcified and mixed plaques compared to calcified plaques, and in minimal stenosis compared to severe; proximal PCATMA did not show these relationships. This suggests that lesion-specific PCATMA is related to plaque development and vulnerability. Key Points • In symptomatic patients undergoing CCTA at 70 kVp, PCATMAwas higher in coronary arteries with plaque than those without plaque. • PCATMAwas higher for non-calcified and mixed plaques compared to calcified plaques, and for minimal stenosis compared to severe stenosis. • In contrast to PCATMAmeasurement of the proximal vessels, lesion-specific PCATMAshowed clear relationships with plaque presence and stenosis degree. Supplementary Information The online version contains supplementary material available at 10.1007/s00330-021-07882-1.
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Bonou M, Mavrogeni S, Kapelios CJ, Markousis-Mavrogenis G, Aggeli C, Cholongitas E, Protogerou AD, Barbetseas J. Cardiac Adiposity and Arrhythmias: The Role of Imaging. Diagnostics (Basel) 2021; 11:diagnostics11020362. [PMID: 33672778 PMCID: PMC7924558 DOI: 10.3390/diagnostics11020362] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 02/07/2021] [Accepted: 02/18/2021] [Indexed: 12/13/2022] Open
Abstract
Increased cardiac fat depots are metabolically active tissues that have a pronounced pro-inflammatory nature. Increasing evidence supports a potential role of cardiac adiposity as a determinant of the substrate of atrial fibrillation and ventricular arrhythmias. The underlying mechanism appears to be multifactorial with local inflammation, fibrosis, adipocyte infiltration, electrical remodeling, autonomic nervous system modulation, oxidative stress and gene expression playing interrelating roles. Current imaging modalities, such as echocardiography, computed tomography and cardiac magnetic resonance, have provided valuable insight into the relationship between cardiac adiposity and arrhythmogenesis, in order to better understand the pathophysiology and improve risk prediction of the patients, over the presence of obesity and traditional risk factors. However, at present, given the insufficient data for the additive value of imaging biomarkers on commonly used risk algorithms, the use of different screening modalities currently is indicated for personalized risk stratification and prognostication in this setting.
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Affiliation(s)
- Maria Bonou
- Department of Cardiology, Laiko General Hospital, 11527 Athens, Greece; (M.B.); (J.B.)
| | - Sophie Mavrogeni
- Department of Cardiology, Onassis Cardiac Surgery Center, 17674 Athens, Greece; (S.M.); (G.M.-M.)
| | - Chris J. Kapelios
- Department of Cardiology, Laiko General Hospital, 11527 Athens, Greece; (M.B.); (J.B.)
- Correspondence: ; Tel.: +30-213-2061032; Fax: +30-213-2061761
| | | | - Constantina Aggeli
- First Department of Cardiology, Hippokration General Hospital, Medical School of National & Kapodistrian University, 11527 Athens, Greece;
| | - Evangelos Cholongitas
- First Department of Internal Medicine, Medical School of National & Kapodistrian University, 11527 Athens, Greece;
| | - Athanase D. Protogerou
- Cardiovascular Prevention & Research Unit, Clinic and Laboratory of Pathophysiology, National & Kapodistrian University Athens School of Medicine, 11527 Athens, Greece;
| | - John Barbetseas
- Department of Cardiology, Laiko General Hospital, 11527 Athens, Greece; (M.B.); (J.B.)
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22
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Season and clinical factors influence epicardial adipose tissue attenuation measurement on computed tomography and may hamper its utilization as a risk marker. Atherosclerosis 2021; 321:8-13. [PMID: 33588217 DOI: 10.1016/j.atherosclerosis.2021.01.025] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 01/26/2021] [Accepted: 01/29/2021] [Indexed: 11/22/2022]
Abstract
BACKGROUND AND AIMS A small difference in epicardial adipose tissue (EAT) attenuation measured on computed tomography (CT) imaging has been reported between patients who suffered coronary events and event-free patients. EAT consists of beige adipose tissue functionally similar to brown adipose tissue and its attenuation may be affected by seasonal temperature variations and clinical factors. METHODS We retrospectively measured EAT attenuation on cardiac CT in 597 patients submitted to cardiac CT imaging for coronary artery calcium scoring. All scans were performed on the same CT scanner during the summer (June, July, August) or winter (December, January, February) months. EAT attenuation in Hounsfield units (HU) was assessed near the proximal right coronary artery in an area free of artifacts. For comparison, subcutaneous adipose tissue (SCAT) attenuation was measure along the midaxillary line. RESULTS The clinical and demographic characteristics of patients scanned during the summer (N = 253) and the winter (N = 344) months were similar. One third of patients were women, one quarter used statins and anti-hypertensive drugs and 30% were obese. The EAT attenuation was significantly lower during the summer than the winter months (-98.17 ± 6.94 HUs vs -95.64 ± 7.99 HUs; p<0.001). Sex, white race, body mass index, diabetes status, treatment with statins and anti-hypertensive agents significantly modulated the seasonal variation in EAT attenuation. SCAT attenuation was not affected by season or other factors. CONCLUSIONS The measurement of EAT attenuation is complex and is affected by season, demographic and clinical factors. These factors may hinder the utilization of EAT attenuation as a biomarker of cardiovascular risk.
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Honold S, Wildauer M, Beyer C, Feuchtner G, Senoner T, Jaschke W, Gizewski E, Bauer A, Friedrich G, Stühlinger M, Plank F. Reciprocal communication of pericoronary adipose tissue and coronary atherogenesis. Eur J Radiol 2021; 136:109531. [PMID: 33486436 DOI: 10.1016/j.ejrad.2021.109531] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 12/28/2020] [Accepted: 01/05/2021] [Indexed: 11/19/2022]
Abstract
OBJECTIVE Pericoronary adipose tissue (PCAT) has been linked to underlying coronary artery disease (CAD) and proposed to modulate adjacent atherosclerotic plaque formation over pro-inflammatory pathways. In vitro and ex vivo studies support the bilateral communication of adipose tissue and vessel wall. We quantified PCAT and its dynamics in a low coronary risk cohort with a semi-automated software in serial coronary computed tomography angiography (CTA). METHODS We retrospectively included patients from a tertiary care hospital who underwent serial coronary CTA with a low cardiovascular risk profile. All examinations were evaluated in a standardized approach: epicardial adipose tissue (EAT) volume and attenuation was quantified in total, in the atrioventricular (RCA, LCX) or interventricular (LAD) sulcus and within a 5 mm radius for each coronary artery (PCAT). Coronary plaques were quantified using a semi-automated software and compared for progression, stability or regression. RESULTS Of 120 patients (27% females), 59.2% showed atherosclerotic plaques. After 36 months mean follow-up, 22 (18.3%) showed plaque regression, 39 (32.5%) were stable and 49 (40.8%) were progressive. Total EAT volume decreased by -15.6 ± 37.2 mm³ in the regressive group, increased by 2.7 ± 30.6 mm³ in the stable group and by 24.3 ± 37.1 mm³ in the progressive group (p = 0.003). Per-vessel analysis showed a significant decrease of PCAT attenuation in patients with CAD regression (-3.8 ± 7.6HU) compared to the stable (1.2 ± 9.1HU) and progressive group (3.5 ± 8.2HU, p < 0.0001). Mean sulcus EAT attenuation did not show a significant change (p = 0.135). CONCLUSION Epicardial adipose tissue volume is mutually changing with the progression or regression of coronary artery disease. Perivascular but not epicardial attenuation levels correlate to adjacent plaque and support a direct bilateral influence.
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Affiliation(s)
- Sarah Honold
- Medical University Innsbruck, Department of Radiology, Austria.
| | - Matthias Wildauer
- Medical University Innsbruck, Department of Neuroradiology, Austria.
| | - Christoph Beyer
- Medical University Innsbruck, Department of Cardiology and Angiology, Austria.
| | | | - Thomas Senoner
- Medical University Innsbruck, Department of Cardiology and Angiology, Austria.
| | - Werner Jaschke
- Medical University Innsbruck, Department of Radiology, Austria.
| | - Elke Gizewski
- Medical University Innsbruck, Department of Neuroradiology, Austria.
| | - Axel Bauer
- Medical University Innsbruck, Department of Cardiology and Angiology, Austria.
| | - Guy Friedrich
- Medical University Innsbruck, Department of Cardiology and Angiology, Austria.
| | | | - Fabian Plank
- Medical University Innsbruck, Department of Cardiology and Angiology, Austria.
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Milanese G, Silva M, Ledda RE, Goldoni M, Nayak S, Bruno L, Rossi E, Maffei E, Cademartiri F, Sverzellati N. Validity of epicardial fat volume as biomarker of coronary artery disease in symptomatic individuals: Results from the ALTER-BIO registry. Int J Cardiol 2020; 314:20-24. [DOI: 10.1016/j.ijcard.2020.04.031] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Revised: 03/17/2020] [Accepted: 04/09/2020] [Indexed: 01/05/2023]
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Misaka T, Furukawa T, Asato N, Uemura M, Ashikaga R, Ishida T. Perivascular Fat Attenuation Index on Non-Contrast-Enhanced Cardiac Computed Tomography: Comparison with Coronary Computed Tomography Angiography. ACTA ACUST UNITED AC 2020. [DOI: 10.4236/ojrad.2020.103014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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