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Haidar A, Srikanthan P, Watson K, Allison M, Kronmal R, Horwich T. Associations Between Visceral Fat, Abdominal Muscle, and Coronary Artery Calcification: A Cross-Sectional Analysis of the Multi-Ethnic Study of Atherosclerosis. Am J Cardiol 2024; 217:77-85. [PMID: 38432335 PMCID: PMC11005919 DOI: 10.1016/j.amjcard.2024.02.030] [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: 12/11/2023] [Revised: 02/07/2024] [Accepted: 02/25/2024] [Indexed: 03/05/2024]
Abstract
The associations of body composition components, including muscle and adipose tissue, and markers of subclinical coronary artery disease are unclear. We examined the relation between abdominal computed tomography (CT)-derived measures of the area and density of fat and muscle with coronary artery calcification (CAC), using data from the Multi-Ethnic Study of Atherosclerosis (MESA). A total of 1,974 randomly selected MESA participants free of coronary heart disease underwent abdominal CT scans at examinations 2 or 3, with the resulting images interrogated for abdominal body composition. Using 6 cross-sectional slices spanning L2 to L5, the Medical Imaging Processing Analysis and Visualization software was used to determine abdominal muscle and fat composition using appropriate Hounsfield units ranges. CT chest scans were used to obtain CAC scores, calculated using the Agatston method and spatially weighted calcium score. Multivariable linear and logistic regression analyses were performed to assess the relation between abdominal visceral fat and muscle area and density to prevalent CAC. A total of 1,089 participants had a CAC >0, with an average CAC score of 310. In the fully adjusted model, for every 10-cm2 increase in visceral fat area, the likelihood of having a CAC greater than 0 increased by 0.60% (p <0.001). In the minimally adjusted model, abdominal muscle area was significantly associated with CAC >0, which became nonsignificant in the fully adjusted model. For the density of visceral fat, every 1-Hounsfield unit increase (less lipid-dense fat tissue), the likelihood of having a CAC score >0 decreased by 0.29% (p <0.05). No significant relation was observed between density of abdominal muscle and CAC >0. A greater area and higher lipid density of abdominal visceral fat were associated with an increased likelihood of having CAC, whereas there was no significant relation between abdominal muscle area or density and CAC. The quantity and the quality of fat have associations, with an important marker of subclinical atherosclerosis, CAC, and their significance with respect to cardiovascular outcomes, require further evaluation.
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Affiliation(s)
- Amier Haidar
- Division of Cardiology, David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Preethi Srikanthan
- Division of Cardiology, David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Karol Watson
- Division of Cardiology, David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Matthew Allison
- Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California
| | - Richard Kronmal
- Department of Biostatistics, University of Washington, Seattle, Washington
| | - Tamara Horwich
- Division of Cardiology, David Geffen School of Medicine at UCLA, Los Angeles, California.
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Park SS, Ahn CH, Kim SW, Yoon JW, Kim JH. Subtype-specific Body Composition and Metabolic Risk in Patients With Primary Aldosteronism. J Clin Endocrinol Metab 2024; 109:e788-e798. [PMID: 37647891 DOI: 10.1210/clinem/dgad520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 08/15/2023] [Accepted: 08/28/2023] [Indexed: 09/01/2023]
Abstract
BACKGROUND Primary aldosteronism (PA) is associated with increased metabolic risks. However, controversy exists as to which subtype of PA has a higher metabolic risk between bilateral and lateralized PA. This study aimed to assess the body composition of 2 PA subtypes, bilateral PA and lateralized PA, according to sex and autonomous cortisol secretion (ACS) and their contribution to comorbidities. DESIGN AND METHODS A total of 400 patients with PA (females, n = 210) and 1:10 age- and sex-matched healthy controls (n = 4000) were enrolled. The skeletal muscle area (SMA), subcutaneous fat area, and visceral fat area (VFA) at the third lumbar spine were calculated using abdominal computed tomography-based body composition analysis. RESULTS Patients with bilateral PA had higher body mass index (BMI) in both sexes (all P < .05). Hemoglobin A1c level and the prevalence of diabetes were higher in female patients with bilateral PA than in those with lateralized PA (all P < .05). The VFA/BMI ratio was significantly higher in bilateral PA patients than in lateralized PA patients (5.77 ± 2.69 vs 4.56 ± 2.35 in men; 4.03 ± 2.58 vs 2.53 ± 2.05 in women, all P < .001). PA patients with ACS showed decreased SMA compared to those without ACS. Compared with healthy controls, all patients with bilateral PA and female patients with lateralized PA showed significantly higher VFA and VFA/BMI. CONCLUSIONS Patients with bilateral PA were more obese and had higher VFA levels than those with lateralized PA. Despite a milder form of PA, this metabolically unfavorable visceral fat distribution may lead to a higher metabolic risk in patients with bilateral PA.
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Affiliation(s)
- Seung Shin Park
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul 03080, South Korea
- Department of Internal medicine, Seoul National University Hospital, Seoul 03080, South Korea
| | - Chang Ho Ahn
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul 03080, South Korea
- Department of Internal Medicine, Seoul National University Bundang Hospital, Sungnam 13620, South Korea
| | - Sang Wan Kim
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul 03080, South Korea
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Boramae Medical Center, Seoul 07061, South Korea
| | - Ji Won Yoon
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul 03080, South Korea
- Division of Endocrinology, Department of Internal Medicine, Healthcare System Gangnam Center, Healthcare Research Institute, Seoul National University Hospital, Seoul 06236, South Korea
| | - Jung Hee Kim
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul 03080, South Korea
- Department of Internal medicine, Seoul National University Hospital, Seoul 03080, South Korea
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Chan J, Thakur U, Tan S, Muthalaly RG, Thakkar H, Goel V, Cheen YC, Dey D, Brown AJ, Wong DTL, Nerlekar N. Inter-software and inter-scan variability in measurement of epicardial adipose tissue: a three-way comparison of a research-specific, a freeware and a coronary application software platform. Eur Radiol 2023; 33:8445-8453. [PMID: 37369831 PMCID: PMC10667389 DOI: 10.1007/s00330-023-09878-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 03/26/2023] [Accepted: 04/27/2023] [Indexed: 06/29/2023]
Abstract
OBJECTIVES Epicardial adipose tissue (EAT) is a proposed marker of cardiovascular risk; however, clinical application may be limited by variability in post-processing software platforms. We assessed inter-vendor agreement of EAT volume (EATv) and attenuation on both contrast-enhanced (CE) and non-contrast CT (NCT) using a standard coronary CT reporting software (Vitrea), an EAT research-specific software (QFAT) and a freeware imaging software (OsiriX). METHODS Seventy-six consecutive patients undergoing simultaneous CE and NCT had complete volumetric EAT measurement. Between-software, within-software NCT vs. CE, and inter- and intra-observer agreement were evaluated with analysis by ANOVA (with post hoc adjustment), Bland-Altman with 95% levels of agreement (LoA) and intraclass correlation coefficient (ICC). RESULTS Mean EATv (freeware 53 ± 31 mL vs. research 93 ± 43 mL vs. coronary 157 ± 64 mL) and attenuation (freeware - 72 ± 25 HU vs. research - 75 ± 3 HU vs. coronary - 61 ± 10 HU) were significantly different between all vendors (ANOVA p < 0.001). EATv was consistently higher in NCT vs. CE for all software packages, with most reproducibility found in research software (bias 26 mL, 95% LoA: 2 to 56 mL), compared to freeware (bias 11 mL 95% LoA: - 46 mL to 69 mL) and coronary software (bias 10 mL 95% LoA: - 127 to 147 mL). Research software had more comparable NCT vs. CE attenuation (- 75 vs. - 72 HU) compared to freeware (- 72 vs. - 57 HU) and coronary (- 61 vs. - 39 HU). Excellent inter-observer agreement was seen with research (ICC 0.98) compared to freeware (ICC 0.73) and coronary software (ICC 0.75) with narrow LoA on Bland-Altman analysis. CONCLUSION There are significant inter-vendor differences in EAT assessment. Our study suggests that research-specific software has better agreement and reproducibility compared to freeware or coronary software platforms. KEY POINTS • There are significant differences between EAT volume and attenuation values between software platforms, regardless of scan type. • Non-contrast scans routinely have higher mean EAT volume and attenuation; however, this finding is only consistently seen with research-specific software. • Of the three analyzed packages, research-specific software demonstrates the highest reproducibility, agreement, and reliability for both inter-scan and inter-observer agreement.
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Affiliation(s)
- Jasmine Chan
- Monash Cardiovascular Research Centre, Monash University and MonashHeart, Monash Health, Clayton, VIC, Australia
| | - Udit Thakur
- Monash Cardiovascular Research Centre, Monash University and MonashHeart, Monash Health, Clayton, VIC, Australia
| | - Sean Tan
- Monash Cardiovascular Research Centre, Monash University and MonashHeart, Monash Health, Clayton, VIC, Australia
| | - Rahul G Muthalaly
- Monash Cardiovascular Research Centre, Monash University and MonashHeart, Monash Health, Clayton, VIC, Australia
| | - Harsh Thakkar
- Monash Cardiovascular Research Centre, Monash University and MonashHeart, Monash Health, Clayton, VIC, Australia
| | - Vinay Goel
- Monash Cardiovascular Research Centre, Monash University and MonashHeart, Monash Health, Clayton, VIC, Australia
| | - Yeong-Chee Cheen
- Monash Cardiovascular Research Centre, Monash University and MonashHeart, Monash Health, Clayton, VIC, Australia
| | - Damini Dey
- Cedars Sinai Medical Center, Biomedical Imaging Research Institute, Los Angeles, CA, USA
| | - Adam J Brown
- Monash Cardiovascular Research Centre, Monash University and MonashHeart, Monash Health, Clayton, VIC, Australia
| | - Dennis T L Wong
- Monash Cardiovascular Research Centre, Monash University and MonashHeart, Monash Health, Clayton, VIC, Australia
| | - Nitesh Nerlekar
- Monash Cardiovascular Research Centre, Monash University and MonashHeart, Monash Health, Clayton, VIC, Australia.
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia.
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Choi SJ, Yoon SH, Sung JJ, Lee JH. Association Between Fat Depletion and Prognosis of Amyotrophic Lateral Sclerosis: CT-Based Body Composition Analysis. Ann Neurol 2023; 94:1116-1125. [PMID: 37612833 DOI: 10.1002/ana.26775] [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: 03/21/2023] [Revised: 08/20/2023] [Accepted: 08/21/2023] [Indexed: 08/25/2023]
Abstract
OBJECTIVE The purpose of this study was to present the results of our investigation of the prognostic value of adipopenia and sarcopenia in patients with amyotrophic lateral sclerosis (ALS). METHODS Consecutive patients with ALS with abdominal computed tomography (CT) were retrospectively identified at a single tertiary hospital between January 2010 and July 2021. Deep learning-based volumetric CT body composition analysis software was used to obtain abdominal waist fat volume, fat attenuation, and skeletal muscle area at the L3 level, then normalized to the fat volume index (FVI) and skeletal muscle index (SMI). Adipopenia and sarcopenia were defined as the sex-specific lowest quartile and SMI reference values, respectively. The associations of CT-derived body composition parameters with clinical variables, such as body mass index (BMI) and creatinine, were evaluated by Pearson correlation analyses, and associations with survival were assessed using the multivariable Cox regression analysis. RESULTS Eighty subjects (40 men, 65.5 ± 9.4 years of age) were investigated (median interval between disease onset and CT examination = 25 months). The mean BMI at the CT examination was 20.3 ± 4.3 kg/m2 . The BMI showed a positive correlation with both FVI (R = 0.70, p < 0.001) and SMI (R = 0.63, p < 0.001), and the serum creatinine level was associated with SMI (R = 0.68, p < 0.001). After adjusting for sex, age, King's stage, BMI, creatinine, progression rate, and sarcopenia, adipopenia was associated with shorter survival (hazard ratio [HR] = 5.94, 95% confidence interval [CI] = 1.01, 35.0, p = 0.049). In a subgroup analysis for subjects with nutritional failure (stage 4a), the HR of adipopenia was 15.1 (95% CI = 2.45, 93.4, p = 0.003). INTERPRETATION Deep learning-based CT-derived adipopenia in patients with ALS is an independent poor prognostic factor for survival. ANN NEUROL 2023;94:1116-1125.
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Affiliation(s)
- Seok-Jin Choi
- Department of Neurology, Seoul National University Hospital, Seoul, Republic of Korea
- Center for Hospital Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Soon Ho Yoon
- Department of Radiology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Jung-Joon Sung
- Department of Neurology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Jong Hyuk Lee
- Department of Radiology, Seoul National University Hospital, Seoul, Republic of Korea
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Mundt P, Tharmaseelan H, Hertel A, Rotkopf LT, Nörenberg D, Riffel P, Schoenberg SO, Froelich MF, Ayx I. Periaortic adipose radiomics texture features associated with increased coronary calcium score-first results on a photon-counting-CT. BMC Med Imaging 2023; 23:97. [PMID: 37495950 PMCID: PMC10373379 DOI: 10.1186/s12880-023-01058-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Accepted: 07/19/2023] [Indexed: 07/28/2023] Open
Abstract
BACKGROUND Cardiovascular diseases remain the world's primary cause of death. The identification and treatment of patients at risk of cardiovascular events thus are as important as ever. Adipose tissue is a classic risk factor for cardiovascular diseases, has been linked to systemic inflammation, and is suspected to contribute to vascular calcification. To further investigate this issue, the use of texture analysis of adipose tissue using radiomics features could prove a feasible option. METHODS In this retrospective single-center study, 55 patients (mean age 56, 34 male, 21 female) were scanned on a first-generation photon-counting CT. On axial unenhanced images, periaortic adipose tissue surrounding the thoracic descending aorta was segmented manually. For feature extraction, patients were divided into three groups, depending on coronary artery calcification (Agatston Score 0, Agatston Score 1-99, Agatston Score ≥ 100). 106 features were extracted using pyradiomics. R statistics was used for statistical analysis, calculating mean and standard deviation with Pearson correlation coefficient for feature correlation. Random Forest classification was carried out for feature selection and Boxplots and heatmaps were used for visualization. Additionally, monovariable logistic regression predicting an Agatston Score > 0 was performed, selected features were tested for multicollinearity and a 10-fold cross-validation investigated the stability of the leading feature. RESULTS Two higher-order radiomics features, namely "glcm_ClusterProminence" and "glcm_ClusterTendency" were found to differ between patients without coronary artery calcification and those with coronary artery calcification (Agatston Score ≥ 100) through Random Forest classification. As the leading differentiating feature "glcm_ClusterProminence" was identified. CONCLUSION Changes in periaortic adipose tissue texture seem to correlate with coronary artery calcium score, supporting a possible influence of inflammatory or fibrotic activity in perivascular adipose tissue. Radiomics features may potentially aid as corresponding biomarkers in the future.
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Affiliation(s)
- Peter Mundt
- Department of Radiology and Nuclear Medicine, University Medical Centre Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Hishan Tharmaseelan
- Department of Radiology and Nuclear Medicine, University Medical Centre Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Alexander Hertel
- Department of Radiology and Nuclear Medicine, University Medical Centre Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Lukas T Rotkopf
- Department of Radiology and Nuclear Medicine, University Medical Centre Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
- Department of Radiology, German Cancer Research Centre, Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Dominik Nörenberg
- Department of Radiology and Nuclear Medicine, University Medical Centre Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Philipp Riffel
- Department of Radiology and Nuclear Medicine, University Medical Centre Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Stefan O Schoenberg
- Department of Radiology and Nuclear Medicine, University Medical Centre Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Matthias F Froelich
- Department of Radiology and Nuclear Medicine, University Medical Centre Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Isabelle Ayx
- Department of Radiology and Nuclear Medicine, University Medical Centre Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany.
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Guaraldi G, Bonfanti P, Di Biagio A, Gori A, Milić J, Saltini P, Segala FV, Squillace N, Taramasso L, Cingolani A. Evidence gaps on weight gain in people living with HIV: a scoping review to define a research agenda. BMC Infect Dis 2023; 23:230. [PMID: 37060030 PMCID: PMC10103467 DOI: 10.1186/s12879-023-08174-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 03/17/2023] [Indexed: 04/16/2023] Open
Abstract
BACKGROUND Combined antiretroviral therapy (cART) dramatically improved survival in people living with HIV (PLWH) but is associated with weight gain (WG), raising concern for a possible obesity epidemic in PLWH. This scoping review aims to identify the gaps in the existing evidence on WG in PLWH and generate a future research agenda. METHODS This review was conducted according to the methodology for scoping studies and reported according to the PRISMA Extension for Scoping Review checklist. Articles published in English in the last 10 years indexed in Pubmed, WHO Global Index Medicus, or Embase were searched using specific queries focused on WG in PLWH. RESULTS Following the selection process, 175 included articles were reviewed to search for the available evidence on four specific topics: (I) definition of WG in PLWH, (II) pathogenesis of WG in PLWH, (III) impact of ART on WG, (IV) correlation of WG with clinical outcomes. A summary of the data enabled us to identify gaps and clearly define the following research agenda: (I) develop a data-driven definition of WG in PLWH and define noninvasive assessment methods for body weight and fat composition; (II) further investigate the interaction between HIV/cART and immunity, metabolism, and adipose tissue; (III) establish the specific role of individual drugs on WG; (IV) clarify the independent role of WG, cART, HIV, and metabolic factors on clinical events. CONCLUSIONS The proposed research agenda may help define future research and fill the knowledge gaps that have emerged from this review.
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Affiliation(s)
- Giovanni Guaraldi
- HIV Metabolic Clinic, University of Modena and Reggio Emilia, Modena, Italy
| | - Paolo Bonfanti
- Infectious Diseases Unit, Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy
- University of Milano-Bicocca, Milan, Italy
| | - Antonio Di Biagio
- Infectious Diseases Unit, Ospedale Policlinico San Martino, University of Genova, Genova, Italy
| | - Andrea Gori
- Infectious Diseases Unit, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
- Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy.
| | - Jovana Milić
- HIV Metabolic Clinic, University of Modena and Reggio Emilia, Modena, Italy
| | - Paola Saltini
- Infectious Diseases Unit, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
- Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | - Francesco V Segala
- Infectious Diseases Unit, Fondazione Policlinico Universitario A. Gemelli-Università Cattolica Del Sacro Cuore, Rome, Italy
| | - Nicola Squillace
- Infectious Diseases Unit, Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy
| | - Lucia Taramasso
- Infectious Diseases Unit, Ospedale Policlinico San Martino, University of Genova, Genova, Italy
| | - Antonella Cingolani
- Infectious Diseases Unit, Fondazione Policlinico Universitario A. Gemelli-Università Cattolica Del Sacro Cuore, Rome, Italy
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Liu Z, Neuber S, Klose K, Jiang M, Kelle S, Zhou N, Wang S, Stamm C, Luo F. Relationship between epicardial adipose tissue attenuation and coronary artery disease in type 2 diabetes mellitus patients. J Cardiovasc Med (Hagerstown) 2023; 24:244-252. [PMID: 36938808 DOI: 10.2459/jcm.0000000000001454] [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: 03/21/2023]
Abstract
BACKGROUND AND AIMS High epicardial adipose tissue (EAT) attenuation is a key characteristic of adipose tissue dysfunction and associated with coronary artery disease (CAD). As little is known about the modulation of EAT attenuation by metabolic disorders, we investigated the association between EAT attenuation and CAD risk factors, CAD presence and CAD severity in type 2 diabetes mellitus (T2DM) patients. METHODS We included 276 inpatients with T2DM and 305 control patients with normal glucose metabolism (NGM), who underwent cardiac computed tomography angiography (CCTA) and coronary artery calcium (CAC) scoring. EAT attenuation and volume were evaluated by contrast-enhanced CCTA image analysis. Furthermore, segment stenosis scores (SSSs) of the left main coronary artery (LMCA), left anterior descending artery (LAD), left circumflex artery (LCX), right coronary artery (RCA), diagonal/intermediate branch (D/I) and obtuse marginal branch (OM) were calculated to assess CAD severity. RESULTS T2DM patients showed higher significant CAC scores, coronary plaque prevalence, total SSSs and LMCA-SSSs, LAD-SSSs, LCX-SSSs, RCA-SSSs and D/I-SSSs compared with NGM controls. In contrast to NGM controls, EAT volume was significantly increased in T2DM patients, whereas EAT attenuation was similar. In T2DM patients, EAT attenuation was associated with discrete CAD risk factors, the presence of coronary and triple-vessel plaques, as well as LAD-SSSs, LCX-SSSs, RCA-SSSs and total SSSs. In addition, EAT attenuation was only associated with the total SSS of calcified plaques, but not with noncalcified plaques. CONCLUSION In T2DM patients, high EAT attenuation is associated with the presence and severity of CAD in general and with coronary stenosis caused by calcified plaques in particular.
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Affiliation(s)
- Zihou Liu
- Berlin Institute of Health at Charité - Universitätsmedizin Berlin, BIH Center for Regenerative Therapies (BCRT), Berlin, Germany
- Department of Cardiac Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, PR China
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Sebastian Neuber
- Berlin Institute of Health at Charité - Universitätsmedizin Berlin, BIH Center for Regenerative Therapies (BCRT), Berlin, Germany
- Deutsches Herzzentrum der Charité (DHZC), Department of Cardiothoracic and Vascular Surgery, Berlin, Germany
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Centre for Cardiovascular Research (DZHK), Partner Site Berlin, Berlin, Germany
| | - Kristin Klose
- Berlin Institute of Health at Charité - Universitätsmedizin Berlin, BIH Center for Regenerative Therapies (BCRT), Berlin, Germany
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Meng Jiang
- Berlin Institute of Health at Charité - Universitätsmedizin Berlin, BIH Center for Regenerative Therapies (BCRT), Berlin, Germany
- Department of Cardiac Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, PR China
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Sebastian Kelle
- German Centre for Cardiovascular Research (DZHK), Partner Site Berlin, Berlin, Germany
- Department of Internal Medicine/Cardiology, Deutsches Herzzentrum der Charité (DHZC), Berlin, Germany
| | - Ningbo Zhou
- Department of Cardiac Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, PR China
| | - Shunjun Wang
- Department of Cardiac Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, PR China
| | - Christof Stamm
- Berlin Institute of Health at Charité - Universitätsmedizin Berlin, BIH Center for Regenerative Therapies (BCRT), Berlin, Germany
- Deutsches Herzzentrum der Charité (DHZC), Department of Cardiothoracic and Vascular Surgery, Berlin, Germany
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Centre for Cardiovascular Research (DZHK), Partner Site Berlin, Berlin, Germany
| | - Fanyan Luo
- Department of Cardiac Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, PR China
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Zhang QH, Li Y, Xie LH, Ren X, Zhao Y, Wang N, Chen LH, Ju Y, Liu YJ, Xie LZ, Lin LJ, Liu AL. Association Between Perivascular Adipose Tissue Density and Atherosclerosis in the Descending Thoracic Aorta. Angiology 2023; 74:216-226. [PMID: 35500088 DOI: 10.1177/00033197221098894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Radiodensity measured by computed tomography (CT) in Hounsfield Units (HU) is emerging as a clinical tool for detecting perivascular adipose tissue (PVAT) inflammation. In the present study, we hypothesized that PVAT radiodensity might predict the risk of descending thoracic aorta atherosclerosis. A total of 73 subjects who underwent CT angiography to investigate aortic disease were retrospectively analyzed. PVAT radiodensity, aortic complex plaque (ACP), mean plaque-burden score (MPBS), and plaque density were measured, and the association between them was analyzed. Perivascular adipose tissue radiodensity (HU) in patients with different aortic plaques grades (grade 1, 2, 3, and 4) were -93.71 ± 2.50, -93.63 ± 3.93, -90.24 ± 4.49, and -89.90 ± 5.18, respectively, and the difference was significant (P = .010). In the regression analysis, PVAT radiodensity was an independent predictor of ACP, with an OR of 1.263. In the linear analysis, PVAT radiodensity was an independent predictor of MPBS, with a β-coefficient of .073. In the univariate analysis, only the PVAT radiodensity was significantly associated with plaque density, with a β-coefficient of -1.666. In conclusion, PVAT density was independently related to descending thoracic aorta atherosclerosis.
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Affiliation(s)
- Qin-He Zhang
- Department of Radiology, 74710the First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Ye Li
- Department of Radiology, 74710the First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Lu-Han Xie
- Department of Pathology and Forensics, 36674Dalian Medical University, Dalian, China
| | - Xue Ren
- Department of Radiology, 74710the First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Ying Zhao
- Department of Radiology, 74710the First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Nan Wang
- Department of Radiology, 74710the First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Li-Hua Chen
- Department of Radiology, 74710the First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Ye Ju
- Department of Radiology, 74710the First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Yi-Jun Liu
- Department of Radiology, 74710the First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Li-Zhi Xie
- MR Research, 33112GE Healthcare, Beijing, China
| | - Liang-Jie Lin
- 244810Clinical and Technical Support, Philips Healthcare, Beijing, China
| | - Ai-Lian Liu
- Department of Radiology, 74710the First Affiliated Hospital of Dalian Medical University, Dalian, China
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Marsh JF, Vercnocke AJ, Rajendran K, Tao S, Anderson JL, Ritman EL, Leng S, McCollough CH. Measurement of enhanced vasa vasorum density in a porcine carotid model using photon counting detector CT. J Med Imaging (Bellingham) 2023; 10:016001. [PMID: 36778671 PMCID: PMC9900679 DOI: 10.1117/1.jmi.10.1.016001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 01/16/2023] [Indexed: 02/08/2023] Open
Abstract
Purpose The onset of atherosclerosis is preceded by changes in blood perfusion within the arterial wall due to localized proliferation of the vasa vasorum. The purpose of this study was to quantify these changes in spatial density of the vasa vasorum using a research whole-body photon-counting detector CT (PCD-CT) scanner and a porcine model. Approach Vasa vasorum angiogenesis was stimulated in the left carotid artery wall of anesthetized pigs ( n = 5 ) while the right carotid served as a control. After a 6-week recovery period, the animals were scanned on the PCD-CT prior to and after injection of iodinated contrast. Annular regions of interest were used to measure wall enhancement in the injured and control arteries. The exact Wilcoxon-signed rank test was used to determine whether a significant difference in contrast enhancement existed between the injured and control arterial walls. Results The greatest arterial wall enhancement was observed following contrast recirculation. The wall enhancement measurements made over these time points revealed that the enhancement was greater in the injured artery for 13/16 scanned arterial regions. Using an exact Wilcoxon-signed rank test, a significantly increased enhancement ratio was found in injured arteries compared with control arteries ( p = 0.013 ). Vasa vasorum angiogenesis was confirmed in micro-CT scans of excised arteries. Conclusions Whole-body PCD-CT scanners can be used to detect and quantify the increased perfusion occurring within the porcine carotid arterial wall resulting from an increased density of vasa vasorum.
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Affiliation(s)
- Jeffrey F. Marsh
- Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States
| | | | - Kishore Rajendran
- Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States
| | - Shengzhen Tao
- Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States
| | - Jill L. Anderson
- Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States
| | - Erik L. Ritman
- Mayo Clinic, Department of Physiology and Biomedical Engineering, Rochester, Minnesota, United States
| | - Shuai Leng
- Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States
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10
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Hwang JJ, Pak K. Development of automated segmentation of visceral adipose tissue in computed tomography. Eur J Radiol 2022; 157:110559. [PMID: 36327856 DOI: 10.1016/j.ejrad.2022.110559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 09/26/2022] [Accepted: 10/10/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE Imaging modalities such as computed tomography (CT) or magnetic resonance imaging have been used to measure adiposity. However, manual segmentation of visceral adipose tissue (VAT) in the entire abdomen is laborious and time-consuming. We aimed to develop a new method for accurate visceral fat segmentation by automatically dividing the three anatomical compartments of the lung, soft tissue, and post-vertebral spaces. METHODS To automatically separate visceral fat, a three-step process was performed that sequentially divided tissues and regions in a three-dimensional CT image. Manual segmentation was performed in 99 individuals who underwent 18-fluoro-2-deoxyglucosepositron emission tomography/CT for cancer screening between January 2010 and December 2018 to validate the automated segmentation. The similarity index and Pearson's correlation analysis were performed to compare automated segmentation with manual segmentation. Clinical data, such as weight, height, and glucose and insulin levels, were measured. Pearson's correlation analysis was performed to investigate the association between the two methods. RESULTS VAT volume of automated segmentation (3,594.6 ± 1,776.5 cm3) strongly correlated with that of manual segmentation (3,375.7 ± 1567.5 cm3) (r = 0.9676, p < 0.0001). The similarity index positively correlated with the VAT volume (r = 0.6396, p < 0.0001) and negatively correlated with the mean Hounsfield units (HU) (r = -0.4328, p < 0.0001). Bland-Altman plots are presented with 5.1 % for VAT volume and 7.1 % for mean HU were outside 1.96 standard deviation from the mean value. CONCLUSION We developed an automated segmentation method for VAT in the entire abdomen. This automated segmentation method is feasible for measuring the VAT volume and VAT HU. This method could be employed in daily clinical practice to provide more detailed information about VAT.
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11
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Xie F, Xiao Y, Li X, Wu Y. Association between the weight-adjusted-waist index and abdominal aortic calcification in United States adults: Results from the national health and nutrition examination survey 2013–2014. Front Cardiovasc Med 2022; 9:948194. [PMID: 36186965 PMCID: PMC9515490 DOI: 10.3389/fcvm.2022.948194] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 08/25/2022] [Indexed: 11/27/2022] Open
Abstract
Background Abdominal aortic calcification (AAC) is recognized as a strong predictor of cardiovascular disease (CVD) events. This study aimed to evaluate the association between weight-adjusted-waist index (WWI) and AAC in United States adults aged ≥ 40 years. Materials and methods Data were derived from the 2013–2014 National Health and Nutrition Examination Survey (NHANES). WWI was calculated as waist circumference divided by the square root of weight. AAC scores were quantified by the Kauppila scoring system, and severe AAC was defined as an AAC score ≥ 6. Weighted multivariable regression analysis and subgroup analysis were performed to evaluate the relationship between WWI with AAC scores and severe AAC. The restricted cubic spline model was used for the dose-response analysis. Results A total of 2,772 participants were included with the mean WWI of 11.17 ± 0.73 cm/√kg and mean AAC score of 1.48 ± 3.27. The prevalence of severe AAC was 9.64%. WWI was positively associated with higher AAC scores [β = 0.95, 95% confidence interval (CI): 0.65–1.25, P < 0.001] and increased risk of severe AAC [odds ratio (OR) = 1.82; 95% CI: 1.20–2.75; P = 0.005]. A nearly linear relationship between the WWI and the odds of severe AAC was found after adjustment for multiple potential covariates (P for non-linear = 0.625). Subgroup analysis indicated that the association between WWI and AAC was similar in different population settings. Conclusion Higher WWI was associated with higher AAC score and increased risk of severe AAC in United States adults. Further studies are needed to confirm this relationship.
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Affiliation(s)
- Feng Xie
- Department of Cardiovascular Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Yuan Xiao
- Department of Ultrasonic, Jiangxi Pingxiang People’s Hospital, Pingxiang, Jiangxi, China
| | - Xiaozhong Li
- Department of Cardiovascular Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Yanqing Wu
- Department of Cardiovascular Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
- *Correspondence: Yanqing Wu,
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12
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Ebadi M, Dunichand-Hoedl AR, Rider E, Kneteman NM, Shapiro J, Bigam D, Dajani K, Mazurak VC, Baracos VE, Montano-Loza AJ. Higher subcutaneous adipose tissue radiodensity is associated with increased mortality in patients with cirrhosis. JHEP Rep 2022; 4:100495. [PMID: 35600667 PMCID: PMC9117882 DOI: 10.1016/j.jhepr.2022.100495] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 02/24/2022] [Accepted: 03/30/2022] [Indexed: 11/21/2022] Open
Abstract
Background & Aims Association between sarcopenia and mortality in cirrhosis is well recognised; however, little is known about the clinical implications of adipose tissue radiodensity, indicative of biological features. This study aimed to determine an association between high subcutaneous adipose tissue (SAT) radiodensity and survival, compare the prevalence of high SAT radiodensity between healthy population and patients with cirrhosis, and identify an association between computed tomography (CT)-measured SAT radiodensity and histological characteristics. Methods Adult patients with cirrhosis (n = 786) and healthy donors (n = 129) with CT images taken as part of the liver transplant (LT) assessment were included. Abdominal SAT biopsies (1–2 g) were harvested from the incision site at the time of LT from 12 patients with cirrhosis. Results The majority of patients were male (67%) with a mean model for end-stage liver disease (MELD) score of 15 ± 8. SAT radiodensity above -83 HU in females (sub-distribution hazard ratio [sHR] 1.84, 95% CI 1.20–2.85, p = 0.006) and higher than -74 HU in males (sHR 1.51, 95% CI 1.05–1.18, p = 0.02) was associated with the highest mortality risk after adjusting for confounders in competing risk analysis. The frequency of high SAT radiodensity was 26% for those with cirrhosis, compared with 2% in healthy donors (p <0.001). An inverse correlation was found between SAT radiodensity and the mean cross-sectional area of SAT adipocytes (r = -0.67, p = 0.02). Shrunken, smaller adipocytes with expanded interstitial space were predominant in patients with high SAT radiodensity, whereas larger adipocytes with a thin rim of cytoplasm were observed in patients with low SAT radiodensity (744 ± 400 vs. 1,521 ± 1,035 μm2, p <0.001). Conclusion High SAT radiodensity frequently presents and is associated with a higher mortality in cirrhosis. SAT morphological rearrangement in patients with high SAT radiodensity might indicate diminished lipid stores and alterations in tissue characteristics. Lay summary Poor quality of subcutaneous adipose tissue (fat under the skin) is associated with higher mortality in patients with end-stage liver disease. Fat cells are smaller in patients with poor adipose tissue quality. Subcutaneous adipose tissue (SAT) radiodensity can be objectively measured by CT in Hounsfield units (HU). SAT radiodensity constitutes an indirect surrogate marker of adipose tissue quality. High SAT radiodensity in cirrhosis was defined as >-83 HU in females and >-74 HU in males. High SAT radiodensity presents in more than a quarter of patients with cirrhosis and is associated with higher mortality. High SAT radiodensity might indicate adipose tissue remodelling with morphological features of atrophy.
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13
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Tharmaseelan H, Froelich MF, Nörenberg D, Overhoff D, Rotkopf LT, Riffel P, Schoenberg SO, Ayx I. Influence of local aortic calcification on periaortic adipose tissue radiomics texture features-a primary analysis on PCCT. Int J Cardiovasc Imaging 2022; 38:2459-2467. [PMID: 36434338 PMCID: PMC9700618 DOI: 10.1007/s10554-022-02656-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Accepted: 05/22/2022] [Indexed: 12/14/2022]
Abstract
Perivascular adipose tissue is known to be metabolically active. Volume and density of periaortic adipose tissue are associated with aortic calcification as well as aortic diameter indicating a possible influence of periaortic adipose tissue on the development of aortic calcification. Due to better spatial resolution and signal-to-noise ratio, new CT technologies such as photon-counting computed tomography may allow the detection of texture alterations of periaortic adipose tissue depending on the existence of local aortic calcification possibly outlining a biomarker for the development of arteriosclerosis. In this retrospective, single-center, IRB-approved study, periaortic adipose tissue was segmented semiautomatically and radiomics features were extracted using pyradiomics. Statistical analysis was performed in R statistics calculating mean and standard deviation with Pearson correlation coefficient for feature correlation. For feature selection Random Forest classification was performed. A two-tailed unpaired t test was applied to the final feature set. Results were visualized as boxplots and heatmaps. A total of 30 patients (66.6% female, median age 57 years) were enrolled in this study. Patients were divided into two subgroups depending on the presence of local aortic calcification. By Random Forest feature selection a set of seven higher-order features could be defined to discriminate periaortic adipose tissue texture between these two groups. The t test showed a statistic significant discrimination for all features (p < 0.05). Texture changes of periaortic adipose tissue associated with the existence of local aortic calcification may lay the foundation for finding a biomarker for development of arteriosclerosis.
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Affiliation(s)
- Hishan Tharmaseelan
- grid.411778.c0000 0001 2162 1728Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany
| | - Matthias F. Froelich
- grid.411778.c0000 0001 2162 1728Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany
| | - Dominik Nörenberg
- grid.411778.c0000 0001 2162 1728Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany
| | - Daniel Overhoff
- grid.411778.c0000 0001 2162 1728Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany ,Department of Diagnostic and Interventional Radiology and Neuroradiology, Bundeswehr Central Hospital Koblenz, Rübenacher Straße 170, 56072 Koblenz, Germany
| | - Lukas T. Rotkopf
- grid.7497.d0000 0004 0492 0584Department of Radiology, German Cancer Research Center, Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Philipp Riffel
- grid.411778.c0000 0001 2162 1728Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany
| | - Stefan O. Schoenberg
- grid.411778.c0000 0001 2162 1728Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany
| | - Isabelle Ayx
- grid.411778.c0000 0001 2162 1728Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany
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14
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Monti CB, Schiaffino S, Galimberti Ortiz MDM, Capra D, Zanardo M, De Benedictis E, Luporini AG, Spagnolo P, Secchi F, Sardanelli F. Potential role of epicardial adipose tissue as a biomarker of anthracycline cardiotoxicity. Insights Imaging 2021; 12:161. [PMID: 34741673 PMCID: PMC8571675 DOI: 10.1186/s13244-021-01069-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Accepted: 08/07/2021] [Indexed: 01/21/2023] Open
Abstract
Background We investigated the radiodensity of epicardial (EAT), subcutaneous (SAT), and visceral adipose tissue (VAT) before and after treatment with anthracyclines in a population of breast cancer (BC) patients, and in controls not treated with anthracyclines, to detect a potential role of EAT density as a biomarker of changes related to chemotherapy cardiotoxicity. Methods We reviewed BC patients treated with anthracyclines who underwent CT before (CT-t0) and after (CT-t1) chemotherapy, and age- and sex-matched controls who underwent two CT examinations at comparable intervals. On non-contrast scans, EAT was segmented contouring the pericardium and thresholding between -190 and -30 Hounsfield units (HU), and SAT and VAT were segmented with two 15-mm diameter regions of interest thresholded between -195 and -45 HU. Results Thirty-two female patients and 32 controls were included. There were no differences in age (p = 0.439) and follow-up duration (p = 0.162) between patients and controls. Between CT-t0 and CT-t1, EAT density decreased in BC patients (-66 HU, interquartile range [IQR] -71 to -63 HU, to -71 HU, IQR -75 to -66 HU, p = 0.003), while it did not vary in controls (p = 0.955). SAT density increased from CT-t0 to CT-t1 in BC patients (-107 HU, IQR -111 to -105 HU, to -105 HU, IQR -110 to -100 HU, p = 0.014), whereas it did not change in controls (p = 0.477). VAT density did not vary in either BC patients (p = 0.911) or controls (p = 0.627). Conclusions EAT density appears to be influenced by anthracycline treatment for BC, well known for its cardiotoxicity, shifting towards lower values indicative of a less active metabolism.
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Affiliation(s)
- Caterina Beatrice Monti
- Department of Biomedical Sciences for Health, Università Degli Studi Di Milano, Via Mangiagalli 31, 20133, Milano, Italy
| | - Simone Schiaffino
- Unit of Radiology, IRCCS Policlinico San Donato, Via Morandi 30, 20097, San Donato Milanese, Italy
| | - Maria Del Mar Galimberti Ortiz
- Department of Biomedical Sciences for Health, Università Degli Studi Di Milano, Via Mangiagalli 31, 20133, Milano, Italy
| | - Davide Capra
- Department of Biomedical Sciences for Health, Università Degli Studi Di Milano, Via Mangiagalli 31, 20133, Milano, Italy.
| | - Moreno Zanardo
- Department of Biomedical Sciences for Health, Università Degli Studi Di Milano, Via Mangiagalli 31, 20133, Milano, Italy
| | - Elena De Benedictis
- Unit of Medical Oncology, Policlinico Di Monza, Via Amati 111, 20900, Monza, Italy
| | - Alberto Gianluigi Luporini
- Unit of Medical Oncology, IRCCS Policlinico San Donato, Via Morandi 30, 20097, San Donato Milanese, Italy
| | - Pietro Spagnolo
- Unit of Radiology, IRCCS Policlinico San Donato, Via Morandi 30, 20097, San Donato Milanese, Italy
| | - Francesco Secchi
- Department of Biomedical Sciences for Health, Università Degli Studi Di Milano, Via Mangiagalli 31, 20133, Milano, Italy.,Unit of Radiology, IRCCS Policlinico San Donato, Via Morandi 30, 20097, San Donato Milanese, Italy
| | - Francesco Sardanelli
- Department of Biomedical Sciences for Health, Università Degli Studi Di Milano, Via Mangiagalli 31, 20133, Milano, Italy.,Unit of Radiology, IRCCS Policlinico San Donato, Via Morandi 30, 20097, San Donato Milanese, Italy
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15
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Vučić D, Bijelić N, Rođak E, Rajc J, Dumenčić B, Belovari T, Mihić D, Selthofer-Relatić K. Right Heart Morphology and Its Association With Excessive and Deficient Cardiac Visceral Adipose Tissue. CLINICAL MEDICINE INSIGHTS-CARDIOLOGY 2021; 15:11795468211041330. [PMID: 34602829 PMCID: PMC8485260 DOI: 10.1177/11795468211041330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2021] [Accepted: 07/11/2021] [Indexed: 11/21/2022]
Abstract
Visceral adipose tissue is an independent risk factor for the development of atherosclerotic coronary disease, arterial hypertension, diabetes and metabolic syndrome. Right heart morphology often involves the presence of adipose tissue, which can be quantified by non-invasive imaging methods. The last decade brought a wealth of new insights into the function and morphology of adipose tissue, with great emphasis on its role in the pathogenesis of heart disease. Cardiac adipose tissue is involved in thermogenesis, mechanical protection of the heart and energy storage. However, it can also be an endocrine organ that synthesises numerous pro-inflammatory and anti-inflammatory cytokines, the effect of which is accomplished by paracrine and vasocrine mechanisms. Visceral adipose tissue has several compartments that differ in their embryological origin and vascularisation. Deficiency of cardiac adipose tissue, often due to chronic pathological conditions such as oncological diseases or chronic infectious diseases, predicts increased mortality and morbidity. To date, knowledge about the influence of visceral adipose tissue on cardiac morphology is limited, especially the effect on the morphology of the right heart in a state of excess or deficient visceral adipose tissue.
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Affiliation(s)
- Domagoj Vučić
- Department for Internal Medicine, Division of Cardiology, General Hospital Doctor Josip Benčević, Slavonski Brod, Croatia
| | - Nikola Bijelić
- Department for Histology and Embriology, Faculty of Medicine, University Josip Juraj Strossmayer in Osijek, Osijek, Croatia
| | - Edi Rođak
- Department for Histology and Embriology, Faculty of Medicine, University Josip Juraj Strossmayer in Osijek, Osijek, Croatia
| | - Jasmina Rajc
- Department for Pathology and Forensic Medicine, University Hospital Center Osijek, Osijek, Croatia.,Department for Pathology, Faculty of Medicine, University Josip Juraj Strossmayer in Osijek, Osijek, Croatia
| | - Boris Dumenčić
- Department for Pathology and Forensic Medicine, University Hospital Center Osijek, Osijek, Croatia.,Department for Pathology, Faculty of Medicine, University Josip Juraj Strossmayer in Osijek, Osijek, Croatia
| | - Tatjana Belovari
- Department for Histology and Embriology, Faculty of Medicine, University Josip Juraj Strossmayer in Osijek, Osijek, Croatia
| | - Damir Mihić
- Department of Intensive Care Medicine, University Center Hospital Osijek, Osijek, Croatia.,Department for Internal Medicine, Faculty of Medicine, University Josip Juraj Strossmayer in Osijek, Osijek, Croatia
| | - Kristina Selthofer-Relatić
- Department for Internal Medicine, Faculty of Medicine, University Josip Juraj Strossmayer in Osijek, Osijek, Croatia.,Department for Heart and Vascular Diseases, University Center Hospital Osijek, Osijek, Croatia
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16
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Monti CB, Capra D, Zanardo M, Guarnieri G, Schiaffino S, Secchi F, Sardanelli F. CT-derived epicardial adipose tissue density: Systematic review and meta-analysis. Eur J Radiol 2021; 143:109902. [PMID: 34482178 DOI: 10.1016/j.ejrad.2021.109902] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 05/22/2021] [Accepted: 08/05/2021] [Indexed: 01/16/2023]
Abstract
PURPOSE The aim of our work was to systematically review and meta-analyze epicardial adipose tissue (EAT) density values reported in literature, assessing potential correlations of EAT density with segmentation thresholds and other technical and clinical variables. METHOD A systematic search was performed, aiming for papers reporting global EAT density values in Hounsfield Units (HU) in patients undergoing chest CT for any clinical indication. After screening titles, abstract and full text of each retrieved work, studies reporting mean and standard deviation for EAT density were ultimately included. Technical, clinical and EAT data were extracted, and divided into subgroups according to clinical conditions of reported subjects. Pooled density analyses were performed both overall and for subgroups according to clinical conditions. Metaregression analyses were done to appraise the impact of clinical and technical variables on EAT volume. RESULTS Out of 152 initially retrieved works, 13 were ultimately included, totaling for 7683 subjects. EAT density showed an overall pooled value of -85.86 HU (95% confidence interval [95% CI] -91.84, -79.89 HU), being -86.40 HU (95% CI -112.69, -60.12 HU) in healthy subjects and -80.71 HU (95% CI -87.43, -73.99 HU) in patients with coronary artery disease. EAT volume and lower and higher segmentation thresholds were found to be significantly correlated with EAT density (p = 0.044, p < 0.001 and p< 0.001 respectively). CONCLUSIONS Patients with coronary artery disease appear to present with higher EAT density values, while the correlations observed at metaregression highlight the need for well-established, shared thresholds for EAT segmentation.
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Affiliation(s)
- Caterina B Monti
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, Milano, Italy.
| | - Davide Capra
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, Milano, Italy
| | - Moreno Zanardo
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, Milano, Italy
| | - Gianluca Guarnieri
- Postgraduation School in Cardiology, Università degli Studi di Milano, Milano, Italy
| | - Simone Schiaffino
- Unit of Radiology, IRCCS Policlinico San Donato, San Donato Milanese, Milano, Italy
| | - Francesco Secchi
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, Milano, Italy; Unit of Radiology, IRCCS Policlinico San Donato, San Donato Milanese, Milano, Italy
| | - Francesco Sardanelli
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, Milano, Italy; Unit of Radiology, IRCCS Policlinico San Donato, San Donato Milanese, Milano, Italy
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17
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Lake JE, La K, Erlandson KM, Adrian S, Yenokyan G, Scherzinger A, Dubé MP, Stanley T, Grinspoon S, Falutz J, Mamputu JC, Marsolais C, McComsey GA, Brown TT. Tesamorelin improves fat quality independent of changes in fat quantity. AIDS 2021; 35:1395-1402. [PMID: 33756511 PMCID: PMC8243807 DOI: 10.1097/qad.0000000000002897] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Fat quality and quantity may affect health similarly or differently. Fat quality can be assessed by measuring fat density on CT scan (greater density = smaller, higher quality adipocytes). We assessed the effects of tesamorelin, a growth hormone-releasing hormone analogue that reduces visceral fat (VAT) quantity in some people living with HIV (PWH), on fat density. DESIGN Participants from two completed, placebo-controlled, randomized trials of tesamorelin for central adiposity treatment in PWH were included if they had either a clinical response to tesamorelin (VAT decrease ≥8%, ≈70% of participants) or were placebo-treated. METHODS CT VAT and subcutaneous fat (SAT) density (Hounsfield Units, HU) were measured by a central blinded reader. RESULTS Participants (193 responders, 148 placebo) were 87% male and 83% white. Baseline characteristics were similar across arms, including VAT (-91 HU both arms, P = 0.80) and SAT density (-94 HU tesamorelin, -95 HU placebo, P = 0.29). Over 26 weeks, mean (SD) VAT and SAT density increased in tesamorelin-treated participants only [VAT: +6.2 (8.7) HU tesamorelin, +0.3 (4.2) HU placebo, P < 0.0001; SAT: +4.0 (8.7) HU tesamorelin, +0.3 (4.8) HU placebo, P < 0.0001]. The tesamorelin effects persisted after controlling for baseline VAT or SAT HU and area, and VAT [+2.3 HU, 95% confidence interval (4.5-7.3), P = 0.001) or SAT (+3.5 HU, 95% confidence interval (2.3-4.7), P < 0.001] area change. CONCLUSION In PWH with central adiposity who experienced VAT quantity reductions on tesamorelin, VAT and SAT density increased independent of changes in fat quantity, suggesting that tesamorelin also improves VAT and SAT quality in this group.
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Affiliation(s)
- Jordan E Lake
- University of Texas Health Science Center, Houston, Texas
| | - Kristen La
- University of Texas Health Science Center, Houston, Texas
| | | | | | | | | | - Michael P Dubé
- University of Southern California, Los Angeles, California
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18
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Rodrigues IG, Pinho CPS, Sobral Filho D, Leão APD, Oliveira MCM, Barbosa GP, Siqueira AAD, Bandeira F. The impact of visceral fat and levels of vitamin D on coronary artery calcification. Rev Assoc Med Bras (1992) 2021; 67:88-93. [PMID: 34161468 DOI: 10.1590/1806-9282.67.01.20200388] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Accepted: 09/20/2020] [Indexed: 12/19/2022] Open
Abstract
OBJECTIVE To evaluated calcification of the coronary arteries and its association with visceral fat and 25-hydroxyvitamin D (25(OH)D) serum levels. METHODS A cross sectional study involving 140 individuals without any previous diagnosis of cardiovascular disease. A biochemical analysis of vitamin D serum levels was carried out, as well as computed tomography to measure coronary artery calcium score and visceral adipose tissue. RESULTS The mean age of the individuals was 55.9 (±12.4). Coronary artery calcium was observed in 40.7% of the population. Vitamin D presented median serum levels of 30.4 ng/ml (IQ24.5-39.1), with 14,1 and 33.7% of the individuals presenting deficiency and insufficiency, respectively. In the univariate analysis, the calcium score was more prevalent in aged patients (p<0.01), in hypertensive individuals (p<0.01), in diabetics (p=0.02), and in those with a higher concentration of VAT (p=0.02). In the adjusted analysis, it was found that the highest concentration of VAT (OR: 4.0; 95%CI 1.4-11.7), hypertension (OR: 4.8; 95%CI 1.5-15.3), and age (OR: 10.4; 95%CI 3.9-27.6) were predictors of subclinical atherosclerosis, regardless of body mass index, diabetes, and 25OHD. CONCLUSIONS Excess visceral fat was associated with subclinical atherosclerosis, regardless of other risk factors for cardiovascular disease. Serum levels of 25OHD were not associated with CAD in its early stages.
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Affiliation(s)
- Isa Galvão Rodrigues
- Universidade de Pernambuco, Pronto Socorro Cardiológico Universitário de Pernambuco - Recife (PE), Brasil
| | - Claudia Porto Sabino Pinho
- Universidade de Pernambuco, Pronto Socorro Cardiológico Universitário de Pernambuco - Recife (PE), Brasil
| | - Dário Sobral Filho
- Universidade de Pernambuco, Pronto Socorro Cardiológico Universitário de Pernambuco - Recife (PE), Brasil.,Universidade de Pernambuco, Faculdade de Ciências Médicas - Recife (PE), Brasil
| | - Ana Paula Dornelas Leão
- Universidade de Pernambuco, Pronto Socorro Cardiológico Universitário de Pernambuco - Recife (PE), Brasil
| | | | | | | | - Francisco Bandeira
- Universidade de Pernambuco, Faculdade de Ciências Médicas - Recife (PE), Brasil
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19
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Debroy P, Lake JE, Moser C, Olefsky M, Erlandson KM, Scherzinger A, Stein JH, Currier JS, Brown TT, McComsey GA. Antiretroviral Therapy Initiation Is Associated With Decreased Visceral and Subcutaneous Adipose Tissue Density in People Living With Human Immunodeficiency Virus. Clin Infect Dis 2021; 72:979-986. [PMID: 32107532 PMCID: PMC7958728 DOI: 10.1093/cid/ciaa196] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Accepted: 02/25/2020] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Adipose tissue (AT) alterations are common in people living with human immunodeficiency virus (PLWH). Decreases in AT density suggest disrupted adipocyte function/hypertrophy. We assessed changes in AT density after antiretroviral therapy (ART) initiation and associations with immunometabolic parameters. METHODS In a prospective randomized clinical trial of ART initiation, L4-L5 abdominal CT scans measured subcutaneous AT (SAT) and visceral AT (VAT) area and density in treatment-naive PLWH randomized to tenofovir-emtricitabine plus ritonavir-boosted atazanavir, ritonavir-boosted darunavir, or raltegravir. Linear regression models compared week 0 and week 96 levels, and 96-week changes, in SAT and VAT density (in Hounsfield units [HU]). Spearman correlations assessed relationships between AT density and immunometabolic parameters. RESULTS Of the 228 participants, 89% were male and 44% were white non-Hispanic. Median age was 36 years, baseline HIV-1 RNA was 4.6 log10 copies/mL, and CD4+ T-cell count was 344 cells/μL. Over 96 weeks, SAT and VAT HU decreased significantly in all arms. Less dense week 96 SAT and VAT density correlated with higher high-density lipoprotein (HDL) cholesterol and adiponectin (r = 0.19-0.30) levels and lower interleukin 6, non-HDL cholesterol, triglyceride, leptin, and homeostatic model assessment of insulin resistance (r = -0.23 to -0.68) levels at week 96 after adjusting for baseline CD4+ T-cell count, HIV-1 RNA, and baseline AT area. CONCLUSIONS Following virologic suppression, lower SAT and VAT density was associated with greater plasma measures of systemic inflammation, lipid disturbances, and insulin resistance independent of AT area, suggesting that changes in AT density with ART may lead to adverse health outcomes independent of AT quantity. CLINICAL TRIALS REGISTRATION NCT00851799.
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Affiliation(s)
- Paula Debroy
- University of Texas Health Science Center at Houston, Houston, Texas, USA
| | - Jordan E Lake
- University of Texas Health Science Center at Houston, Houston, Texas, USA
| | | | | | | | | | | | | | - Todd T Brown
- Johns Hopkins University, Baltimore, Maryland, USA
| | - Grace A McComsey
- University Hospitals Cleveland Medical Center and Case Western Reserve University, Cleveland, Ohio, USA
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20
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Figueiredo P, Marques EA, Gudnason V, Lang T, Sigurdsson S, Jonsson PV, Aspelund T, Siggeirsdottir K, Launer L, Eiriksdottir G, Harris TB. Computed tomography-based skeletal muscle and adipose tissue attenuation: Variations by age, sex, and muscle. Exp Gerontol 2021; 149:111306. [PMID: 33713735 DOI: 10.1016/j.exger.2021.111306] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2020] [Revised: 02/17/2021] [Accepted: 03/06/2021] [Indexed: 01/04/2023]
Abstract
OBJECTIVE This study aimed to investigate how skeletal muscle attenuation and adipose tissue (AT) attenuation of the quadriceps, hamstrings, paraspinal muscle groups and the psoas muscle vary according to the targeted muscles, sex, and age. DESIGN Population-based cross-sectional study. SETTING Community-dwelling old population in Reykjavik, Iceland. SUBJECTS A total of 5331 older adults (42.8% women), aged 66-96 years from the Age, Gene/Environment Susceptibility (AGES)- Reykjavik Study, who participated in the baseline visit (between 2002 and 2006) and had valid thigh and abdominal computed tomography (CT) scans were studied. METHODS Muscle attenuation and AT attenuation of the quadriceps, hamstrings, paraspinal muscle groups and the psoas muscle were determined using CT. Linear mixed model analysis of variance was performed for each sex, with skeletal muscle or AT attenuation as the dependent variable. RESULTS Muscle attenuation decreased, and AT attenuation increased with age in both sexes, and these differences were specific for each muscle, although not in all age groups. Age-related differences in muscle and AT attenuation varied with specific muscle. In general, for both sexes, skeletal muscle attenuation of the hamstrings declined more than average with age. Men and women displayed a different pattern in the age differences in AT attenuation for each muscle. CONCLUSIONS Our data support the hypotheses that skeletal muscle attenuation decreases, and AT attenuation increases with aging. In addition, our data add new evidence, supporting that age-related differences in skeletal muscle and AT attenuation vary between muscles.
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Affiliation(s)
- Pedro Figueiredo
- Laboratory of Epidemiology and Population Science, Intramural Research Program, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA; Research Center in Sports Sciences, Health Sciences and Human Development - CIDESD, University Institute of Maia - ISMAI, Maia, Portugal; Portugal Football School, Portuguese Football Federation, Oeiras, Portugal.
| | - Elisa A Marques
- Laboratory of Epidemiology and Population Science, Intramural Research Program, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA; Research Center in Sports Sciences, Health Sciences and Human Development - CIDESD, University Institute of Maia - ISMAI, Maia, Portugal
| | - Vilmundur Gudnason
- Icelandic Heart Association Research Institute, Kópavogur, Iceland; University of Iceland, Reykjavik, Iceland
| | - Thomas Lang
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, CA, USA
| | | | | | - Thor Aspelund
- Icelandic Heart Association Research Institute, Kópavogur, Iceland; Centre of Public Health Sciences, University of Iceland, Reykjavik, Iceland
| | - Kristin Siggeirsdottir
- Icelandic Heart Association Research Institute, Kópavogur, Iceland; Janus Rehabilitation, Reykjavik, Iceland
| | - Lenore Launer
- Laboratory of Epidemiology and Population Science, Intramural Research Program, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA
| | | | - Tamara B Harris
- Laboratory of Epidemiology and Population Science, Intramural Research Program, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA
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21
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Monti CB, Capra D, Malavazos A, Florini G, Parietti C, Schiaffino S, Sardanelli F, Secchi F. Subcutaneous, Paracardiac, and Epicardial Fat CT Density Before/After Contrast Injection: Any Correlation with CAD? J Clin Med 2021; 10:jcm10040735. [PMID: 33673256 PMCID: PMC7918165 DOI: 10.3390/jcm10040735] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Revised: 01/30/2021] [Accepted: 02/02/2021] [Indexed: 02/07/2023] Open
Abstract
Adipose tissue, in particular epicardial adipose tissue, has been identified as a potential biomarker of cardiovascular pathologies such as coronary artery disease (CAD) in the light of its metabolic activity and close anatomic and pathophysiologic relationship to the heart. Our purpose was to evaluate epicardial adipose tissue density at both unenhanced and contrast-enhanced computed tomography (CT), along with CT densities of paracardiac and subcutaneous adipose tissue, as well as the relations of such densities with CAD. We retrospectively reviewed patients who underwent cardiac CT at our institution for CAD assessment. We segmented regions of interest on epicardial, paracardiac, and subcutaneous adipose tissue on unenhanced and contrast-enhanced scans. A total of 480 patients were included, 164 of them presenting with CAD. Median epicardial adipose tissue density measured on contrast-enhanced scans (−81.5 HU; interquartile range −84.9 to −78.0) was higher than that measured on unenhanced scans (−73.4 HU; −76.9 to −69.4) (p < 0.001), whereas paracardiac and subcutaneous adipose tissue densities were not (p ≥ 0.055). Patients with or without CAD, did not show significant differences in density of epicardial, paracardiac, and subcutaneous adipose tissue either on unenhanced or contrast-enhanced scans (p ≥ 0.092). CAD patients may experience different phenomena (inflammation, fibrosis, increase in adipose depots) leading to rises or drops in epicardial adipose tissue density, resulting in variations that are difficult to detect.
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Affiliation(s)
- Caterina Beatrice Monti
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, 20133 Milano, Italy; (C.B.M.); (D.C.); (F.S.)
| | - Davide Capra
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, 20133 Milano, Italy; (C.B.M.); (D.C.); (F.S.)
| | - Alexis Malavazos
- Clinical Nutrition and Cardiovascular Prevention Unit and High Specialty Center for Dietetics, Nutritional Education and Cardiometabolic Prevention, IRCCS Policlinico San Donato, San Donato Milanese, 20097 Milano, Italy;
| | - Giorgia Florini
- School of Medicine and Surgery, Università degli Studi di Milano, 20122 Milano, Italy; (G.F.); (C.P.)
| | - Carlo Parietti
- School of Medicine and Surgery, Università degli Studi di Milano, 20122 Milano, Italy; (G.F.); (C.P.)
| | - Simone Schiaffino
- Department of Radiology, IRCCS Policlinico San Donato, San Donato Milanese, 20097 Milano, Italy;
| | - Francesco Sardanelli
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, 20133 Milano, Italy; (C.B.M.); (D.C.); (F.S.)
- Department of Radiology, IRCCS Policlinico San Donato, San Donato Milanese, 20097 Milano, Italy;
| | - Francesco Secchi
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, 20133 Milano, Italy; (C.B.M.); (D.C.); (F.S.)
- Department of Radiology, IRCCS Policlinico San Donato, San Donato Milanese, 20097 Milano, Italy;
- Correspondence:
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22
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Lambert L, Novak M, Siklova M, Krauzova E, Stich V, Burgetova A. Hybrid and Model-Based Iterative Reconstruction Influences the Volumetry of Visceral and Subcutaneous Adipose Tissue on Ultra-Low-Dose CT. Obesity (Silver Spring) 2020; 28:2083-2089. [PMID: 32929884 DOI: 10.1002/oby.22945] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2020] [Revised: 06/15/2020] [Accepted: 06/16/2020] [Indexed: 01/18/2023]
Abstract
OBJECTIVE The aim of this study was to compare three different reconstruction algorithms for the volumetry of the visceral adipose tissue (VAT) and subcutaneous adipose tissue (SAT) on ultra-low-dose computed tomography (CT) images. METHODS Thirty-seven male patients underwent ultra-low-dose CT at the level of the fourth lumbar vertebra (22.5 mm in z-axis). The acquisitions were reconstructed in 5-mm slices with 50% overlap using filtered back projection (FBP), hybrid iterative reconstruction (HIR), and iterative model-based reconstruction (IMR) techniques. The volume of VAT and SAT was measured using an interactive seed-growing segmentation and by thresholding (-30 to -190 HU). RESULTS The volume of SAT measured by the interactive method was smaller in FBP compared with both HIR (P = 0.0011) and IMR (P = 0.0034), and the volume of VAT was greater in IMR compared with HIR (P = 0.0253) or FBP (P = 0.0065). Using the thresholding method, IMR volumes of VAT were greater compared with HIR (P < 0.0001), and volumes of SAT were greater compared with both HIR and FBP (both P ≤ 0.0001). The VAT to SAT ratio was greater in IMR compared with HIR or FBP (both P < 0.0001). CONCLUSIONS There are significant differences among FBP, HIR, and IMR in the volumetry of SAT and VAT, their ratios, and attenuation measured on ultra-low-dose images.
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Affiliation(s)
- Lukas Lambert
- Department of Radiology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Matej Novak
- Department of Radiology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Michaela Siklova
- Department of Pathophysiology, Third Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Eva Krauzova
- Department of Pathophysiology, Third Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Vladimir Stich
- Department of Pathophysiology, Third Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Andrea Burgetova
- Department of Radiology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
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23
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Pandey NN, Sharma S, Jagia P, Kumar S. Epicardial fat attenuation, not volume, predicts obstructive coronary artery disease and high risk plaque features in patients with atypical chest pain. Br J Radiol 2020; 93:20200540. [PMID: 32706985 DOI: 10.1259/bjr.20200540] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
OBJECTIVE This study sought to investigate the association between volume and attenuation of epicardial fat and presence of obstructive coronary artery disease (CAD) and high-risk plaque features (HRPF) on CT angiography (CTA) in patients with atypical chest pain and whether the association, if any, is independent of conventional cardiovascular risk factors and coronary artery calcium score (CACS). METHODS Patients referred for coronary CTA with atypical chest pain and clinical suspicion of CAD were included in the study. Quantification of CACS, epicardial fat volume (EFV) and epicardial fat attenuation (EFat) was performed on non-contrast images. CTA was evaluated for presence of obstructive CAD and presence of HRPF. RESULTS 255 patients (median age [interquartile range; IQR]: 51[41-60] years, 51.8% males) were included. On CTA, CAD, obstructive CAD (≥50% stenosis) and CTA-derived HRPFs was present in 133 (52.2%), 37 (14.5%) and 82 (32.2%) patients respectively. A significantly lower EFat was seen in patients with obstructive CAD than in those without (-86HU [IQR:-88 to -82 HU] vs -84 [IQR:-87 HU to -82 HU]; p = 0.0486) and in patients with HRPF compared to those without (-86 HU [IQR:-88 to -83 HU] vs -83 HU [-86 HU to -81.750 HU]; p < 0.0001). EFat showed significant association with obstructive CAD (unadjusted Odd's ratio (OR) [95% CI]: 0.90 [0.81-0.99];p = 0.0248) and HRPF (unadjusted OR [95% CI]: 0.83 [0.76-0.90];p < 0.0001) in univariate analysis, which remained significant in multivariate analysis. However, EFV did not show any significant association with neither obstructive CAD nor HRPF in multivariate analysis. Adding EFat to conventional coronary risk factors and CACS in the pre-test probability models increased the area-under curve (AUC) for prediction of both obstructive CAD (AUC[95% CI]: 0.76 [0.70-0.81] vs 0.71 [0.65-0.77)) and HRPF (AUC [95% CI]: 0.92 [0.88-0.95] vs 0.89 [0.85-0.93]), although not reaching statistical significance. CONCLUSION EFat, but not EFV, is an independent predictor of obstructive CAD and HRPF. Addition of EFat to traditional cardiovascular risk factors and CACS improves estimation for pretest probability of obstructive CAD and HRPF. ADVANCES IN KNOWLEDGE EFat is an important attribute of epicardial fat as it reflects the "quality" of fat, taking into account the effects of brown-white fat transformation and fibrosis, as opposed to mere evaluation of "quantity" of fat by EFV. Our study shows that EFat is a better predictor of obstructive CAD and HRPF than EFV and can thus explain the inconsistent association of increased EFV alone with CAD.
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Affiliation(s)
- Niraj Nirmal Pandey
- Department of Cardiovascular Radiology & Endovascular Interventions, All India Institute of Medical Sciences, New Delhi-110029, India
| | - Sanjiv Sharma
- Department of Cardiovascular Radiology & Endovascular Interventions, All India Institute of Medical Sciences, New Delhi-110029, India
| | - Priya Jagia
- Department of Cardiovascular Radiology & Endovascular Interventions, All India Institute of Medical Sciences, New Delhi-110029, India
| | - Sanjeev Kumar
- Department of Cardiovascular Radiology & Endovascular Interventions, All India Institute of Medical Sciences, New Delhi-110029, India
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24
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Saba L, Zucca S, Gupta A, Micheletti G, Suri JS, Balestrieri A, Porcu M, Crivelli P, Lanzino G, Qi Y, Nardi V, Faa G, Montisci R. Perivascular Fat Density and Contrast Plaque Enhancement: Does a Correlation Exist? AJNR Am J Neuroradiol 2020; 41:1460-1465. [PMID: 32732275 DOI: 10.3174/ajnr.a6710] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Accepted: 05/18/2020] [Indexed: 12/22/2022]
Abstract
BACKGROUND AND PURPOSE Inflammatory changes in the fat tissue surrounding the coronary arteries have been associated with coronary artery disease and high-risk vulnerable plaques. Our aim was to investigate possible correlations between the presence and degree of perivascular fat density and a marker of vulnerable carotid plaque, namely contrast plaque enhancement on CTA. MATERIALS AND METHODS One-hundred patients (76 men, 24 women; mean age, 69 years) who underwent CT angiography for investigation of carotid artery stenosis were retrospectively analyzed. Contrast plaque enhancement and perivascular fat density were measured in 100 carotid arteries, and values were stratified according to symptomatic (ipsilateral-to-cerebrovascular symptoms)/asymptomatic status (carotid artery with the most severe degree of stenosis). Correlation coefficients (Pearson ρ product moment) were calculated between the contrast plaque enhancement and perivascular fat density. The differences among the correlation ρ values were calculated using the Fisher r-to-z transformation. Mann-Whitney analysis was also calculated to test differences between the groups. RESULTS There was a statistically significant positive correlation between contrast plaque enhancement and perivascular fat density (ρ value = 0.6582, P value = .001). The correlation was stronger for symptomatic rather than asymptomatic patients (ρ value = 0.7052, P value = .001 versus ρ value = 0.4092, P value = .001). CONCLUSIONS There was a positive association between perivascular fat density and contrast plaque enhancement on CTA. This correlation was stronger for symptomatic rather than asymptomatic patients. Our results suggest that perivascular fat density could be used as an indirect marker of plaque instability.
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Affiliation(s)
- L Saba
- From the Departments of Radiology (L.S., S.Z., G.M., A.B., M.P.), Pathology (G.F.), and Vascular Surgery (R.M.), Azienda Ospedaliero Universitaria, Monserrato (Cagliari), Italy; Department of Radiology (A.G.), Weill Cornell Medicine, New York, New York
| | - S Zucca
- From the Departments of Radiology (L.S., S.Z., G.M., A.B., M.P.), Pathology (G.F.), and Vascular Surgery (R.M.), Azienda Ospedaliero Universitaria, Monserrato (Cagliari), Italy; Department of Radiology (A.G.), Weill Cornell Medicine, New York, New York
| | - A Gupta
- Stroke Diagnosis and Monitoring Division (J.S.S.), AtheroPoint (TM), Roseville, California
| | - G Micheletti
- From the Departments of Radiology (L.S., S.Z., G.M., A.B., M.P.), Pathology (G.F.), and Vascular Surgery (R.M.), Azienda Ospedaliero Universitaria, Monserrato (Cagliari), Italy; Department of Radiology (A.G.), Weill Cornell Medicine, New York, New York
| | - J S Suri
- Stroke Diagnosis and Monitoring Division (J.S.S.), AtheroPoint (TM), Roseville, California
| | - A Balestrieri
- From the Departments of Radiology (L.S., S.Z., G.M., A.B., M.P.), Pathology (G.F.), and Vascular Surgery (R.M.), Azienda Ospedaliero Universitaria, Monserrato (Cagliari), Italy; Department of Radiology (A.G.), Weill Cornell Medicine, New York, New York
| | - M Porcu
- From the Departments of Radiology (L.S., S.Z., G.M., A.B., M.P.), Pathology (G.F.), and Vascular Surgery (R.M.), Azienda Ospedaliero Universitaria, Monserrato (Cagliari), Italy; Department of Radiology (A.G.), Weill Cornell Medicine, New York, New York
| | - P Crivelli
- Department of Radiology (P.C.), Azienda Ospedaliero Universitaria, Sassari, Italy
| | - G Lanzino
- Department of Neurologic Surgery (G.L., V.N.), Mayo Clinic, Rochester, Minnesota
| | - Y Qi
- Xuanwu Hospital (Y.Q.), Capital Medical University Beijing, China
| | - V Nardi
- Department of Neurologic Surgery (G.L., V.N.), Mayo Clinic, Rochester, Minnesota
| | - G Faa
- From the Departments of Radiology (L.S., S.Z., G.M., A.B., M.P.), Pathology (G.F.), and Vascular Surgery (R.M.), Azienda Ospedaliero Universitaria, Monserrato (Cagliari), Italy; Department of Radiology (A.G.), Weill Cornell Medicine, New York, New York
| | - R Montisci
- From the Departments of Radiology (L.S., S.Z., G.M., A.B., M.P.), Pathology (G.F.), and Vascular Surgery (R.M.), Azienda Ospedaliero Universitaria, Monserrato (Cagliari), Italy; Department of Radiology (A.G.), Weill Cornell Medicine, New York, New York
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25
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Comparison of anthropometric measurements for prediction of the atherosclerosis and liver histology in young adults with nonalcoholic fatty liver disease. Eur J Gastroenterol Hepatol 2019; 31:1460-1466. [PMID: 31045630 DOI: 10.1097/meg.0000000000001431] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
AIM Anthropometry is a good evaluation tool that establishes the association between body fat distribution and metabolic risk factors precisely. The aim of this study was to test the association of anthropometric measurements with subclinical atherosclerosis and liver fibrosis. METHODS A total of 78 patients with nonalcoholic fatty liver disease (NAFLD) patients who had no known cardiovascular disease risk factors and 26 volunteered healthy controls were enrolled. Patients with suspected fatty liver underwent a liver biopsy. BMI, waist circumference (WC), hip circumference, and neck circumference (NC) were measured. To detect the presence of subclinical atherosclerosis, carotid intima-media thickness and carotid-femoral pulse wave velocity (cf-PWV) were examined. RESULTS NAFLD patients with fibrosis had higher NC, WC, and hip circumference levels, but no difference was observed between NAFLD patients without fibrosis and controls in these parameters. BMI was statistically different among the three groups (P < 0.05). After adjusting for confounding risk factors, the only significant parameter associated with histologic severity of NAFLD was WC, with odds ratio of 1.10. All anthropometric measurements were correlated positively with fibrosis, cf-PWV, and each other. While the association between BMI and cf-PWV remained significant, WC was found to be an independent risk factor for carotid intima-media thickness after adjustment of known cardiovascular risk factors. CONCLUSION WC is the strongest predictor of liver fibrosis as the anthropometric indexes in patients with NAFLD. NC can be used as an additional useful screening test for the primary evaluation of patients with NAFLD, even if it is not an independent risk factor.
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26
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Lake JE, Moser C, Johnston L, Magyar C, Nelson SD, Erlandson KM, Brown TT, McComsey GA. CT Fat Density Accurately Reflects Histologic Fat Quality in Adults With HIV On and Off Antiretroviral Therapy. J Clin Endocrinol Metab 2019; 104:4857-4864. [PMID: 31329901 PMCID: PMC6733493 DOI: 10.1210/jc.2018-02785] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2018] [Accepted: 04/05/2019] [Indexed: 12/21/2022]
Abstract
CONTEXT Microscopic measurement of adipocyte size is the gold standard for determining adipose tissue (AT) quality. AT density on CT may also reflect adipocyte quality (lower density = poorer quality). OBJECTIVE We used abdominal subcutaneous AT (SAT) specimens and CT scans to validate CT SAT density as a marker of SAT quality in adults living with HIV. SETTING AND DESIGN Secondary data analysis from completed trial of antiretroviral therapy (ART) initiation (ACTG A5224s). CT abdominal SAT density was measured in HU. SAT specimens were digitally scanned for calculation of mean adipocyte area. PARTICIPANTS Participants had SAT biopsy and CT data at baseline (n = 54) and HIV-1 RNA <50 copies per milliliter on ART and biopsy or CT data at week 96 (n = 30). OUTCOME MEASURES Spearman correlations and linear regression models adjusting for participant characteristics examined associations between SAT density and adipocyte area. RESULTS Baseline median age was 40 years, CD4+ T lymphocyte count 219 cells per cubic millimeter, and body mass index 26.0 kg/m2; 89% were male and 67% white. Median SAT area and density were 199 cm2 and -100 HU. Over 96 weeks, SAT area increased (+18%) and SAT density decreased (-3%). Mean SAT adipocyte area correlated with SAT density (P < 0.01) off and on ART after adjustment for SAT area, age, race, sex, CD4+ T lymphocyte count, and HIV-1 RNA. CONCLUSIONS CT SAT density correlates with biopsy-quantified SAT adipocyte size in adults with HIV on and off ART, suggesting that CT is a useful tool for noninvasive assessment of SAT quality.
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Affiliation(s)
- Jordan E Lake
- University of California, Los Angeles, California
- University of Texas Health Science Center at Houston, Houston, Texas
| | | | | | - Clara Magyar
- University of California, Los Angeles, California
| | | | | | | | - Grace A McComsey
- University Hospitals Cleveland Medical Center and Case Western Reserve University, Cleveland, Ohio
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27
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Lake JE, Debroy P, Ng D, Erlandson KM, Kingsley LA, Palella FJ, Budoff MJ, Post WS, Brown TT. Associations between subcutaneous fat density and systemic inflammation differ by HIV serostatus and are independent of fat quantity. Eur J Endocrinol 2019; 181:451-459. [PMID: 31430720 PMCID: PMC6992471 DOI: 10.1530/eje-19-0296] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Accepted: 08/20/2019] [Indexed: 11/08/2022]
Abstract
OBJECTIVES Adipose tissue (AT) density measurement may provide information about AT quality among people living with HIV. We assessed AT density and evaluated relationships between AT density and immunometabolic biomarker concentrations in men with HIV. DESIGN Cross-sectional analysis of men enrolled in the Multicenter AIDS Cohort Study. METHODS Abdominal visceral adipose tissue (VAT) and subcutaneous adipose tissue (SAT) density (Hounsfield units, HU; less negative = more dense) were quantified from computed tomography (CT) scans. Multivariate linear regression models described relationships between abdominal AT density and circulating biomarker concentrations. RESULTS HIV+ men had denser SAT (-95 vs -98 HU HIV-, P < 0.001), whereas VAT density was equivalent by HIV serostatus men (382 HIV-, 462 HIV+). Historical thymidine analog nucleoside reverse transcriptase inhibitor (tNRTI) use was associated with denser SAT but not VAT. In adjusted models, a 1 s.d. greater SAT or VAT density was associated with higher levels of adiponectin, leptin, HOMA-IR and triglyceride:HDL cholesterol ratio and lower hs-CRP concentrations in HIV- men. Conversely, in HIV+ men, each s.d. greater SAT density was not associated with metabolic parameter improvements and was significantly (P < 0.05) associated with higher systemic inflammation. Trends toward higher inflammatory biomarker concentrations per 1 s.d. greater VAT density were also observed among HIV+ men. CONCLUSIONS Among men living with HIV, greater SAT density was associated with greater systemic inflammation independent of SAT area. AT density measurement provides additional insight into AT density beyond measurement of AT quantity alone, and may have implications for metabolic disease risk.
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Affiliation(s)
- J E Lake
- University of Texas Health Sciences Center, Houston, Texas, USA
| | - P Debroy
- University of Texas Health Sciences Center, Houston, Texas, USA
| | - D Ng
- Johns Hopkins University, Baltimore, Maryland, USA
| | | | - L A Kingsley
- University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - F J Palella
- Northwestern University, Chicago, Illinois, USA
| | - M J Budoff
- Torrance Los Angeles Biomedical Research Institute, Torrence, California, USA
| | - W S Post
- Johns Hopkins University, Baltimore, Maryland, USA
| | - T T Brown
- Johns Hopkins University, Baltimore, Maryland, USA
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Reijrink M, de Boer SA, Spoor DS, Lefrandt JD, Lambers Heerspink HJ, Boellaard R, Greuter MJ, Borra RJH, Hillebrands JL, Slart RHJA, Mulder DJ. Visceral adipose tissue volume is associated with premature atherosclerosis in early type 2 diabetes mellitus independent of traditional risk factors. Atherosclerosis 2019; 290:87-93. [PMID: 31604171 DOI: 10.1016/j.atherosclerosis.2019.09.016] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Revised: 08/27/2019] [Accepted: 09/25/2019] [Indexed: 11/17/2022]
Abstract
BACKGROUND AND AIMS Type 2 diabetes mellitus (T2DM) is commonly associated with abdominal obesity, predominantly with high visceral adipose tissue (VAT), and is accompanied by premature atherosclerosis. However, the association between VAT and subcutaneous adipose tissue (SAT) with premature atherosclerosis and (i.e. arterial) inflammation is not completely understood. To provide more insight into this association, we investigated the association between arterial 18F-fluordeoxyglucose (FDG) positron emission tomography (PET) uptake, as a measure of arterial inflammation, and metabolic syndrome (MetS) markers in early T2DM patients. METHODS Forty-four patients with early T2DM, without glucose lowering medication, were studied (median age 63 [IQR 54-66] years, median BMI 30.4 [IQR 27.5-35.8]). Arterial inflammation was quantified using glucose corrected maximum standardized uptake value (SUVmax) FDG of the aorta, carotid, iliac, and femoral arteries, and corrected for background activity (blood pool) as target-to-background ratio (meanTBR). VAT and SAT volumes (cm3) were automatically segmented using computed tomography (CT) between levels L1-L5. Non-alcoholic fatty liver disease (NAFLD) was assessed by liver function test and CT. RESULTS VAT volume, but not SAT volume, correlated with meanTBR (r = 0.325, p = 0.031). Linear regression models showed a significant association, even after sequential adjustment for potentially influencing MetS components. Interaction term VAT volume * sex and additional components including HbA1c, insulin resistance, NAFLD, adiponectin, leptin, and C- reactive protein (CRP) did not change the independent association between VAT volume and meanTBR. CONCLUSIONS CT-assessed VAT volume is positively associated with FDG-PET assessed arterial inflammation, independently of factors thought to potentially mediate these effects. These findings suggest that VAT in contrast to SAT is linked to early atherosclerotic changes in T2DM patients.
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Affiliation(s)
- Melanie Reijrink
- University of Groningen, University Medical Center Groningen, Department of Vascular Medicine, Groningen, the Netherlands.
| | - Stefanie A de Boer
- University of Groningen, University Medical Center Groningen, Department of Vascular Medicine, Groningen, the Netherlands
| | - Daan S Spoor
- University of Groningen, University Medical Center Groningen, Medical Imaging Center, Department of Nuclear Medicine and Molecular Imaging, Groningen, the Netherlands
| | - Joop D Lefrandt
- University of Groningen, University Medical Center Groningen, Department of Vascular Medicine, Groningen, the Netherlands
| | - Hiddo J Lambers Heerspink
- University of Groningen, University Medical Center Groningen, Department of Clinical Pharmacy and Pharmacology, Groningen, the Netherlands
| | - Ronald Boellaard
- University of Groningen, University Medical Center Groningen, Medical Imaging Center, Department of Nuclear Medicine and Molecular Imaging, Groningen, the Netherlands; VU University Medical Centre, Amsterdam, Department of Radiology and Nuclear Medicine, the Netherlands
| | - Marcel Jw Greuter
- University of Twente, TechMed Centre, Department of Robotics and Mechatronics, Enschede, the Netherlands; University of Groningen, University Medical Center Groningen, Medical Imaging Center, Department of Radiology, Groningen, the Netherlands
| | - Ronald J H Borra
- University of Groningen, University Medical Center Groningen, Medical Imaging Center, Department of Nuclear Medicine and Molecular Imaging, Groningen, the Netherlands; University of Groningen, University Medical Center Groningen, Medical Imaging Center, Department of Radiology, Groningen, the Netherlands; University of Turku, Turku University Hospital, Medical Imaging Centre of Southwest Finland, Department of Diagnostic Radiology, Turku, Finland
| | - Jan-Luuk Hillebrands
- University of Groningen, University Medical Center Groningen, Department of Pathology and Medical Biology, division of Pathology, Groningen, the Netherlands
| | - Riemer H J A Slart
- University of Groningen, University Medical Center Groningen, Medical Imaging Center, Department of Nuclear Medicine and Molecular Imaging, Groningen, the Netherlands; University of Twente, TechMed Centre, Department of Biomedical Photonic Imaging, Enschede, the Netherlands
| | - Douwe J Mulder
- University of Groningen, University Medical Center Groningen, Department of Vascular Medicine, Groningen, the Netherlands
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Milanese G, Silva M, Bruno L, Goldoni M, Benedetti G, Rossi E, Ferrari C, Grutta LL, Maffei E, Toia P, Forte E, Bonadonna RC, Sverzellati N, Cademartiri F. Quantification of epicardial fat with cardiac CT angiography and association with cardiovascular risk factors in symptomatic patients: from the ALTER-BIO (Alternative Cardiovascular Bio-Imaging markers) registry. ACTA ACUST UNITED AC 2019; 25:35-41. [PMID: 30644366 DOI: 10.5152/dir.2018.18037] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
PURPOSE We aimed to assess the association between features of epicardial adipose tissue and demographic, morphometric and clinical data, in a large population of symptomatic patients with clinical indication to cardiac computed tomography (CT) angiography. METHODS Epicardial fat volume (EFV) and adipose CT density of 1379 patients undergoing cardiac CT angiography (918 men, 66.6%; age range, 18-93 years; median age, 64 years) were semi-automatically quantified. Clinical variables were compared between diabetic and nondiabetic patients to assess potential differences in EFV and adipose CT density. Multiple regression models were calculated to find the clinical variables with a significant association with EFV and adipose CT density. RESULTS The median EFV in diabetic patients (112.87 mL) was higher compared with nondiabetic patients (82.62 mL; P < 0.001). The explanatory model of the multivariable analysis showed the strongest associations between EFV and BMI (β=0.442) and age (β=0.365). Significant yet minor association was found with sex (β=0.203), arterial hypertension (β=0.072), active smoking (β=0.068), diabetes (β=0.068), hypercholesterolemia (β=0.046) and cardiac height (β=0.118). The mean density of epicardial adipose tissue was associated with BMI (β=0.384), age (β=0.105), smoking (β=0.088), and diabetes (β=0.085). CONCLUSION In a large population of symptomatic patients, EFV is higher in diabetic patients compared with nondiabetic patients. Clinical variables are associated with quantitative features of epicardial fat.
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Affiliation(s)
- Gianluca Milanese
- Division of Radiology, University of Parma, Parma, Italy; Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Mario Silva
- Division of Radiology, University of Parma, Parma, Italy; Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Livia Bruno
- Department of Radiology, University of Palermo, Palermo, Italy
| | - Matteo Goldoni
- Division of Radiology, University of Parma, Parma, Italy; Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Giorgio Benedetti
- Division of Radiology, University of Parma, Parma, Italy; Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Enrica Rossi
- Division of Radiology, University of Parma, Parma, Italy; Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy
| | - Caterina Ferrari
- Division of Radiology, University of Parma, Parma, Italy; Department of Medicine and Surgery, University of Parma, Parma, Italy
| | | | - Erica Maffei
- Division of Radiology, University of Parma, Parma, Italy; Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Patrizia Toia
- Department of Radiology, University of Palermo, Palermo, Italy
| | - Ernesto Forte
- Cardiovascular Imaging Center, SDN IRCCS, Naples, Italy
| | - Riccardo C Bonadonna
- Division of Endocrinology and Metabolic Diseases, Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Nicola Sverzellati
- Division of Radiology, University of Parma, Parma, Italy; Department of Medicine and Surgery, University of Parma, Parma, Italy
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Rodriguez-Granillo GA, Capunay C, Deviggiano A, De Zan M, Carrascosa P. Regional differences of fat depot attenuation using non-contrast, contrast-enhanced, and delayed-enhanced cardiac CT. Acta Radiol 2019; 60:459-467. [PMID: 30060671 DOI: 10.1177/0284185118787356] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
BACKGROUND Regional fat density assessed by computed tomography (CT) has been suggested as a marker of perivascular adipose tissue inflammation. Dual energy CT (DECT) allows improved tissue characterization compared to conventional CT. PURPOSE To explore whether DECT might aid regional fat density discrimination. MATERIAL AND METHODS We included patients who had completed a non-enhanced cardiac CT scan, CT coronary angiography (CTCA), and a delayed enhancement CT. Attenuation levels (Hounsfield units [HU]) were assessed at the epicardial, paracardial, visceral, and subcutaneous fat. The number of coronary segments with disease (SIS) was calculated. RESULTS A total of 36 patients were included in the analysis. Twenty-six (72%) patients had evidence of obstructive disease at CCTA and 25 (69%) patients had evidence of previous myocardial infarction. At non-contrast CT, we did not identify significant attenuation differences between epicardial, paracardial, subcutaneous, and visceral fat depots (-110.8 ± 9 HU, vs. -113.7 ± 9 HU, vs. -114.7 ± 8 HU, vs. -113.8 ± 11 HU, P = 0.36). Significant attenuation differences were detected between fat depots at mid and low energy levels, both at CTCA and delayed-enhancement scans ( P < 0.05 for all). Epicardial fat showed the least negative attenuation, irrespective of the acquisition mode; epicardial fat evaluated at 40 keV was related to the SIS (r = 0.37, P = 0.03). CONCLUSIONS In this study, regional fat depots amenable to examination during thoracic CT scans have distinctive regional attenuation values. Furthermore, such differences were better displayed using contrast-enhanced monochromatic imaging at low energy levels.
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Affiliation(s)
| | - Carlos Capunay
- Department of Cardiovascular Imaging, Diagnóstico Maipú, Buenos Aires, Argentina
| | - Alejandro Deviggiano
- Department of Cardiovascular Imaging, Diagnóstico Maipú, Buenos Aires, Argentina
| | - Macarena De Zan
- Department of Cardiovascular Imaging, Diagnóstico Maipú, Buenos Aires, Argentina
| | - Patricia Carrascosa
- Department of Cardiovascular Imaging, Diagnóstico Maipú, Buenos Aires, Argentina
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Abstract
BACKGROUND Analytic morphomics, or more simply, "morphomics," refers to the measurement of specific biomarkers of body composition from medical imaging, most commonly computed tomography (CT) images. An emerging body of literature supports the use of morphomic markers measured on single-slice CT images for risk prediction in a range of clinical populations. However, uptake by healthcare providers been limited due to the lack of clinician-friendly software to facilitate measurements. The objectives of this study were to describe the interface and functionality of CoreSlicer- a free and open-source web-based interface aiming to facilitate measurement of analytic morphomics by clinicians - and to validate muscle and fat measurements performed in CoreSlicer against reference software. RESULTS Measurements of muscle and fat obtained in CoreSlicer show high agreement with established reference software. CoreSlicer features a full set of DICOM viewing tools and extensible plugin interface to facilitate rapid prototyping and validation of new morphomic markers by researchers. We present published studies illustrating the use of CoreSlicer by clinicians with no prior knowledge of medical image segmentation techniques and no formal training in radiology, where CoreSlicer was successfully used to predict operative risk in three distinct populations of cardiovascular patients. CONCLUSIONS CoreSlicer enables extraction of morphomic markers from CT images by non-technically skilled clinicians. Measurements were reproducible and accurate in relation to reference software.
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Affiliation(s)
- Louis Mullie
- Department of Medicine, McGill University, 3755 Cote Ste Catherine Rd, E-222, Montreal, QC, H3T 1E2, Canada
- Division of Cardiology, McGill University, Montreal, QC, Canada
| | - Jonathan Afilalo
- Department of Medicine, McGill University, 3755 Cote Ste Catherine Rd, E-222, Montreal, QC, H3T 1E2, Canada.
- Division of Cardiology, McGill University, Montreal, QC, Canada.
- Centre for Clinical Epidemiology, Lady Davis Institute, Jewish General Hospital, McGill University, Montreal, QC, Canada.
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32
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Liu Z, Wang S, Wang Y, Zhou N, Shu J, Stamm C, Jiang M, Luo F. Association of epicardial adipose tissue attenuation with coronary atherosclerosis in patients with a high risk of coronary artery disease. Atherosclerosis 2019; 284:230-236. [PMID: 30777338 DOI: 10.1016/j.atherosclerosis.2019.01.033] [Citation(s) in RCA: 51] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2018] [Revised: 01/25/2019] [Accepted: 01/30/2019] [Indexed: 01/07/2023]
Abstract
BACKGROUND AND AIMS Density may indicate some tissue characteristics and help reveal the role of epicardial adipose tissue (EAT) in coronary artery disease (CAD). Therefore, we assessed the association of EAT density with the coronary artery plaque burden in patients presenting with chest pain. METHODS This retrospective cohort study comprised 614 patients (mean age 61 ± 9 years, 61% males) with a high cardiovascular disease risk, who underwent cardiac computed tomography angiography. Density was reflected as attenuation. RESULTS EAT attenuation was significantly associated with EAT volume with a negative Pearson's correlation coefficient and gradually increased across coronary artery calcium (CAC) scores of 0, 1-100, 101-400 and > 400. EAT attenuation was tightly associated with CAD risk factors, including age, sex, BMI, total cholesterol, neutrophil to lymphocyte ratios and CAC score. The association between EAT attenuation and CAC score was strengthened after adjusting for multivariable indices (OR 1.21, 95% CI 1.05-1.40, p = 0.01) and further adjusting for EAT volume (OR 1.26 95% CI 1.06-1.51, p<0.01). However, EAT attenuation was associated only with CAD presence (OR 1.32, 95% CI 1.02-1.69, p<0.05), CAC presence (OR 1.28, 95% CI 1.02-1.60, p<0.05), segment involvement score (OR 1.19, 95% CI 1.01-1.40, p<0.05) and segment stenosis score (OR 1.19, 95% CI 1.01-1.40, p<0.05) in the EAT volume- and multivariable-adjusted model. Additionally, EAT attenuation was not associated with significant coronary artery lesions and triple-vessel plaques. CONCLUSIONS Higher EAT attenuation is associated with a higher risk of CAD.
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Affiliation(s)
- Zihou Liu
- Department of Cardiac Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, PR China; Berlin-Brandenburg Center for Regenerative Therapies (BCRT), Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, Berlin, Germany
| | - Shunjun Wang
- Department of Cardiac Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, PR China
| | - Yongqiang Wang
- Department of Cardiac Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, PR China
| | - Ningbo Zhou
- Department of Cardiac Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, PR China
| | - Jie Shu
- Department of Cardiac Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, PR China
| | - Christof Stamm
- Berlin-Brandenburg Center for Regenerative Therapies (BCRT), Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, Berlin, Germany; Deutsches Herzzentrum Berlin (DHZB), Berlin, Germany
| | - Meng Jiang
- Department of Cardiac Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, PR China
| | - Fanyan Luo
- Department of Cardiac Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, PR China.
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Georgiopoulos G, Kontogiannis C, Stakos D, Bakogiannis C, Koliviras A, Kyrkou A, Karapanou L, Benekos K, Augoulea A, Armeni E, Laina A, Stellos K, Lambrinoudaki I, Stamatelopoulos K. Abdominal Fat Tissue Echogenicity: A Marker of Morbid Obesity. J Clin Endocrinol Metab 2019; 104:301-311. [PMID: 30358874 DOI: 10.1210/jc.2018-01301] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2018] [Accepted: 10/19/2018] [Indexed: 02/09/2023]
Abstract
PURPOSE Menopause-related changes may affect regional but also morphological characteristics of adipose tissue. We sought to assess the clinical value of echogenicity of subcutaneous adipose tissue (SAT) and preperitoneal adipose tissue (pPAT) in postmenopausal women without cardiovascular disease. METHODS In 244 consecutively recruited postmenopausal women, subclinical atherosclerosis was assessed in the femoral and carotid arteries by intima-media thickness (IMT) and atheromatous plaques using high-resolution ultrasonography. In 41 women with a second visit (median follow-up 41.5 months), carotid atherosclerosis was re-evaluated. Images of SAT and pPAT were ultrasonographically acquired, and their echogenicity was evaluated by grayscale mean (GSMn) using a dedicated software. A control group of 20 healthy premenopausal women was used for comparisons in fat echogenicity. RESULTS SAT GSMn but not pPAT was higher in postmenopausal as compared with healthy premenopausal women and was independently associated with metabolic markers of adiposity including body mass index (BMI) and waist circumference (WC). SAT GSMn was associated with carotid IMT and the presence and number of atheromatous plaques [adjusted OR 2.44 and 2.32 per 1-SD increase in GSMn (95% CIs 1.55 to 3.93 and 1.55 to 3.45), respectively]. SAT GSMn conferred incremental value over traditional risk factors, insulin resistance, BMI, and WC for the detection of subclinical atherosclerosis. Increased baseline SAT GSMn was associated with increased rate of progression in carotid IMT. CONCLUSIONS SAT echogenicity may serve as a qualitative marker of adiposity, conferring incremental clinical value over BMI and WC in postmenopausal women. Further investigation is warranted to assess the utility of ultrasonography-derived fat echogenicity as a screening method for morbid obesity.
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Affiliation(s)
- Georgios Georgiopoulos
- Vascular Laboratory, Department of Clinical Therapeutics, Alexandra Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Christos Kontogiannis
- Vascular Laboratory, Department of Clinical Therapeutics, Alexandra Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Dimitrios Stakos
- Cardiology Department, Democritus University of Thrace, Alexandroupolis, Greece
| | - Constantinos Bakogiannis
- 3rd Department of Cardiology, Ippokrateio Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Athanasios Koliviras
- Vascular Laboratory, Department of Clinical Therapeutics, Alexandra Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Aikaterini Kyrkou
- Vascular Laboratory, Department of Clinical Therapeutics, Alexandra Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Labrini Karapanou
- Vascular Laboratory, Department of Clinical Therapeutics, Alexandra Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Kosmas Benekos
- Vascular Laboratory, Department of Clinical Therapeutics, Alexandra Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Areti Augoulea
- 2nd Department of Obstetrics and Gynecology, Aretaieio Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Eleni Armeni
- 2nd Department of Obstetrics and Gynecology, Aretaieio Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Ageliki Laina
- Vascular Laboratory, Department of Clinical Therapeutics, Alexandra Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Konstantinos Stellos
- Cardiovascular Research Centre, Institute of Genetic Medicine, Newcastle University, Newcastle Upon Tyne, United Kingdom
| | - Irene Lambrinoudaki
- 2nd Department of Obstetrics and Gynecology, Aretaieio Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Kimon Stamatelopoulos
- Vascular Laboratory, Department of Clinical Therapeutics, Alexandra Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
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Delouya G, Tiberi D, Bhatnagar SR, Campeau S, Saad F, Taussky D. Impact of adipose tissue on prostate cancer aggressiveness - analysis of a high-risk population. Horm Mol Biol Clin Investig 2018; 36:hmbci-2018-0049. [PMID: 30471220 DOI: 10.1515/hmbci-2018-0049] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Accepted: 09/11/2018] [Indexed: 12/15/2022]
Abstract
Background We investigated whether visceral adiposity is associated with more aggressive disease at prostatectomy. Materials and methods Four hundred and seventy-four patients referred for postoperative adjuvant or salvage radiotherapy were included in this study. Primary endpoints were positive surgical margins (pSM) or extracapsular extension (ECE). Visceral adipose tissue (VAT) and subcutaneous adipose tissue (SAT) were manually contoured. Univariate and multivariate logistic regression was performed. Results In univariate analysis, VAT volume (p = 0.006), adipose tissue ratio (VAT/SAT, p = 0.003), density of the SAT (p = 0.04), as well as age (p < 0.001) were associated with pSM. In the univariate analysis, SAT density was associated with a trend towards a higher rate of ECE (p = 0.051) but visceral fat volume (p = 0.01), as well as the adipose tissue ratio (p = 0.03) were both protective factors. None of the adipose tissue measurements or BMI had an influence on biochemical recurrence or overall survival (all p ≥ 0.5). Conclusions SAT-volume and increased SAT-density were generally associated with more aggressive prostate cancers whereas VAT as a protective factor. These findings emphasize a possible mechanism for the association between obesity and prostate cancer aggressiveness.
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Affiliation(s)
- Guila Delouya
- Department of Radiation Oncology, Centre hospitalier de l'Université de Montréal, Montréal, QC, Canada.,CRCHUM-Centre de recherche du Centre Hospitalier de l'Université de Montréal, Montréal, QC, Canada
| | - David Tiberi
- Department of Radiation Oncology, Centre hospitalier de l'Université de Montréal, Montréal, QC, Canada
| | - Sahir R Bhatnagar
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, 1020 Pine Avenue West, Montreal, QC H3A 1A2, Canada.,Lady Davis Institute for Medical Research, Jewish General Hospital, 3755 Côte Ste. Catherine, Montreal, QC H3T 1E2, Canada
| | - Shanie Campeau
- Department of Radiation Oncology, Centre hospitalier de l'Université de Montréal, Montréal, QC, Canada
| | - Fred Saad
- Department of Urology, University of Montreal Health Center, Montreal, Canada
| | - Daniel Taussky
- Department of Radiation Oncology, Centre hospitalier de l'Université de Montréal, Montréal, QC, Canada.,CRCHUM-Centre de recherche du Centre Hospitalier de l'Université de Montréal, Montréal, QC, Canada
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35
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Hanley C, Shields KJ, Matthews KA, Brooks MM, Janssen I, Budoff MJ, Sekikawa A, Mulukutla S, El Khoudary SR. Associations of cardiovascular fat radiodensity and vascular calcification in midlife women: The SWAN cardiovascular fat ancillary study. Atherosclerosis 2018; 279:114-121. [PMID: 30241697 DOI: 10.1016/j.atherosclerosis.2018.09.001] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Revised: 07/18/2018] [Accepted: 09/04/2018] [Indexed: 12/17/2022]
Abstract
BACKGROUND AND AIMS Fat radiodensity, measured via CT Hounsfield units (HU), is a potential marker of fat quality. We sought to determine the cross-sectional associations of total heart fat (TAT) and aortic perivascular fat (PVAT) radiodensity with cardiovascular risk factors, coronary artery calcification (CAC), and aortic calcification (AC) in midlife women. METHODS Fat radiodensity, CAC, and AC were quantified using CT scans. A total of 528 women (mean age: 50.9 ± 2.9 years; 37% Black) were included in analyses. RESULTS Women in the lowest TAT radiodensity tertile were more likely to have adverse cardiovascular risk factors. Independent of cardiovascular risk factors, women in the middle and high TAT radiodensity tertiles were less likely to have CAC (OR (95% CI): 0.32 (0.18, 0.59); 0.43 (0.24, 0.78), respectively) compared with women in the lowest TAT radiodensity tertile. Although adjusting for BMI attenuated the overall association, women in the middle TAT radiodensity tertile remained at significantly lower odds of CAC when compared to the low radiodensity tertile, 0.47 (0.24, 0.93), p=0.03. No significant associations were found for PVAT radiodensity and calcification measures in multivariable analysis. CONCLUSIONS Lower TAT radiodensity was associated with a less favorable cardiometabolic profile. Women with mid-range TAT radiodensity values had a lower odds of CAC presence, independent of CVD risk factors and BMI. More research is necessary to understand radiodensity as a surrogate marker of fat quality in midlife women.
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Affiliation(s)
- Carrie Hanley
- University of Pittsburgh Graduate School of Public Health, Department of Epidemiology, 130 De Soto Street, Pittsburgh, PA, 15261, USA
| | - Kelly J Shields
- Lupus Center of Excellence, Autoimmunity Institute, Department of Medicine, Allegheny Health Network, 320 E. North Avenue, Pittsburgh, PA, 15212, USA
| | - Karen A Matthews
- University of Pittsburgh Graduate School of Public Health, Department of Epidemiology, 130 De Soto Street, Pittsburgh, PA, 15261, USA; University of Pittsburgh School of Medicine, Department of Psychiatry, 3811 O'Hara Street, Pittsburgh, PA, 15213, USA
| | - Maria M Brooks
- University of Pittsburgh Graduate School of Public Health, Department of Epidemiology, 130 De Soto Street, Pittsburgh, PA, 15261, USA
| | - Imke Janssen
- Rush University Medical Center, Department of Preventive Medicine, 1700 W. Van Buren Street, Chicago, IL, 60612, USA
| | - Matthew J Budoff
- Los Angeles Biomedical Research Institute, Division of Cardiology, 1124 W. Carson Street, Torrance, CA, 90502, USA
| | - Akira Sekikawa
- University of Pittsburgh Graduate School of Public Health, Department of Epidemiology, 130 De Soto Street, Pittsburgh, PA, 15261, USA
| | - Suresh Mulukutla
- University of Pittsburgh School of Medicine, Department of Medicine, 200 Lothrop Street, Pittsburgh, PA, 15213, USA
| | - Samar R El Khoudary
- University of Pittsburgh Graduate School of Public Health, Department of Epidemiology, 130 De Soto Street, Pittsburgh, PA, 15261, USA; University of Pittsburgh School of Pharmacy, Department of Pharmacy and Therapeutics, 3501 Terrace Street, Pittsburgh, PA, 15213, USA.
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Faight E, Verdelis K, Ahearn JM, Shields KJ. 3D MicroCT spatial and temporal characterization of thoracic aorta perivascular adipose tissue and plaque volumes in the ApoE-/- mouse model. Adipocyte 2018; 7:156-165. [PMID: 29956579 DOI: 10.1080/21623945.2018.1493900] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Perivascular adipose tissue (PVAT) influences vascular function and pathology. We present a protocol using micro-computed tomography (microCT), a novel imaging technique typically used for hard biological tissue, to characterize the temporal and spatial development of aorta PVAT and luminal plaque soft tissue. Apolipoprotein E deficient (ApoE) and C57Bl/6J (control) mice were fed a high fat western diet up to 30 weeks. 3D microCT reconstructions were used to quantify: 1) vascular wall volume, a surrogate measure of remodeling, was greater in ApoE, 2) aorta PVAT volume was reduced in ApoE, 3) plaque volumes increased over time in ApoE, 4) plaque development co-localized with luminal ostia, origins of branching arteries, which traveled through areas of greatest PVAT volume, 5) qualitatively, the same arteries showed evidence of increased tortuosity in ApoE. This study reflects the potential of microCT analyses to assess vascular wall, PVAT and arterial trajectory modifications in relevant animal models. Abbreviations: PVAT: perivascular adipose tissue; ApoE: apolipoprotein E deficient mouse strain; Control: C57Bl/6J mouse strain; PTA: 0.3% phosphotungstic acid; microCT: micro-computed tomography; CV: cardiovascular; CVD: cardiovascular disease; IQR: interquartile range; PPARγ: peroxisome proliferator activated receptor - gamma; VV: vasa vasorum; 3D: three dimensional.
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Affiliation(s)
- Erin Faight
- Lupus Center of Excellence, Autoimmunity Institute, Department of Medicine, Allegheny Health Network, Pittsburgh, PA, USA
| | - Kostas Verdelis
- Division of Endodontics at the Department of Restorative Dentistry and Comprehensive Care and the Department of Oral Biology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Joseph M. Ahearn
- Lupus Center of Excellence, Autoimmunity Institute, Department of Medicine, Allegheny Health Network, Pittsburgh, PA, USA
| | - Kelly J. Shields
- Lupus Center of Excellence, Autoimmunity Institute, Department of Medicine, Allegheny Health Network, Pittsburgh, PA, USA
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Neeland IJ, de Lemos JA. Time to Retire the BMI?: Evaluating Abdominal Adipose Tissue Imaging as Novel Cardiovascular Risk Biomarker. J Am Coll Cardiol 2018; 68:1522-4. [PMID: 27687193 DOI: 10.1016/j.jacc.2016.03.613] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2016] [Accepted: 03/29/2016] [Indexed: 12/30/2022]
Affiliation(s)
- Ian J Neeland
- Department of Internal Medicine, Division of Cardiology, University of Texas Southwestern Medical Center, Dallas, Texas
| | - James A de Lemos
- Department of Internal Medicine, Division of Cardiology, University of Texas Southwestern Medical Center, Dallas, Texas.
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Foldyna B, Troschel FM, Addison D, Fintelmann FJ, Elmariah S, Furman D, Eslami P, Ghoshhajra B, Lu MT, Murthy VL, Hoffmann U, Shah R. Computed tomography-based fat and muscle characteristics are associated with mortality after transcatheter aortic valve replacement. J Cardiovasc Comput Tomogr 2018; 12:223-228. [PMID: 29606394 PMCID: PMC6336679 DOI: 10.1016/j.jcct.2018.03.007] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2017] [Revised: 02/26/2018] [Accepted: 03/17/2018] [Indexed: 12/12/2022]
Abstract
BACKGROUND Computed tomography (CT)-based fat and muscle measures are associated with outcome in large populations. We tested if muscle and fat characteristics are associated with long-term outcomes after TAVR. METHODS We included 403 clinical CTs performed prior to TAVR at our center between 2008 and 2016, measuring area (cm2) and density (Hounsfield units, HU) of both psoas muscles (PM), subcutaneous adipose (SAT), and visceral adipose tissue (VAT). Area measures were indexed to height, log-transformed and both area and density were standardized for analysis. We assessed the association of each measure with all-cause mortality (adjusted for age, sex, body mass index (BMI), and the Society of Thoracic Surgeons (STS) risk score. RESULTS Of the 403 individuals (83 ± 8 years; 52% female), 167 (41.4%) died during a median follow-up of 458 days (interquartile range IQR 297-840). Fat measures were feasible and rapid. Fat area was available in 242 (60%) patients with an adequate field of view. Individuals with the lowest PM area, SAT area or VAT area exhibited the highest hazard of mortality. In addition, greater SAT density was associated with a higher mortality hazard (adjusted HR per standard deviation increase in density = 1.35, 95%CI 1.10-1.67, P = 0.005). CONCLUSION Rapid CT-based tissue characterization is feasible in patients referred for TAVR. Decreased PM area and increased SAT density are associated with long-term mortality after TAVR, even after accounting for age, sex, BMI, and STS score. Further studies are necessary to interrogate sex-specific relationships between CT tissue metrics and mortality and whether CT measures are incremental to well-established frailty metrics.
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Affiliation(s)
- Borek Foldyna
- Cardiac MR PET CT Program, Massachusetts General Hospital, Harvard Medical School, Boston, USA; Department of Diagnostic and Interventional Radiology, University of Leipzig, Heart Center, Leipzig, Germany.
| | - Fabian M Troschel
- Department of Radiology, Division of Thoracic Imaging and Intervention, Massachusetts General Hospital, Harvard Medical School, Boston, USA
| | - Daniel Addison
- Cardiac MR PET CT Program, Massachusetts General Hospital, Harvard Medical School, Boston, USA
| | - Florian J Fintelmann
- Department of Radiology, Division of Thoracic Imaging and Intervention, Massachusetts General Hospital, Harvard Medical School, Boston, USA
| | - Sammy Elmariah
- Cardiology Division, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, USA
| | - Deborah Furman
- Cardiology Division, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, USA
| | - Parastou Eslami
- Cardiac MR PET CT Program, Massachusetts General Hospital, Harvard Medical School, Boston, USA
| | - Brian Ghoshhajra
- Cardiac MR PET CT Program, Massachusetts General Hospital, Harvard Medical School, Boston, USA
| | - Michael T Lu
- Cardiac MR PET CT Program, Massachusetts General Hospital, Harvard Medical School, Boston, USA
| | - Venkatesh L Murthy
- Division of Cardiovascular Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, USA
| | - Udo Hoffmann
- Cardiac MR PET CT Program, Massachusetts General Hospital, Harvard Medical School, Boston, USA
| | - Ravi Shah
- Cardiac MR PET CT Program, Massachusetts General Hospital, Harvard Medical School, Boston, USA
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Paris MT, Furberg HF, Petruzella S, Akin O, Hötker AM, Mourtzakis M. Influence of Contrast Administration on Computed Tomography-Based Analysis of Visceral Adipose and Skeletal Muscle Tissue in Clear Cell Renal Cell Carcinoma. JPEN J Parenter Enteral Nutr 2018; 42:1148-1155. [PMID: 29350403 DOI: 10.1002/jpen.1067] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2017] [Revised: 10/24/2017] [Accepted: 11/13/2017] [Indexed: 12/20/2022]
Abstract
BACKGROUND Computed tomography (CT) scans are being utilized to examine the influence of skeletal muscle and visceral adipose quantity and quality on health-related outcomes in clinical populations. However, little is known about the influence of contrast administration on these parameters. METHODS Precontrast, arterial, and 3-minute postcontrast CT images of 45 patients with clear cell renal cell carcinoma were downloaded from The Cancer Imaging Archive and retrospectively analyzed for visceral adipose cross-sectional area (CSA) and density, and muscle CSA and density at the third lumbar vertebrae. Low muscle CSA index was defined as ≤38.9 cm2 /m2 for women and ≤55.4 cm2 /m2 for men. Low muscle density was defined as <41 Hounsfield units (HU) for body mass index (BMI) <24.9 kg/m2 and <33 HU for BMI ≥25.0 kg/m2 . RESULTS In both the arterial and 3-minute phases, contrast administration decreased visceral adipose CSA (-20.9 and -20.9 cm2 ; P < .001) and increased visceral adipose density (4.8 and 5.8 HU; P < .001), relative to precontrast images. Muscle CSA index marginally increased in the arterial (0.6 cm2 /m2 ; P = .007) and 3-minute phases (0.8 cm2 /m2 ; P < .001). This likely represents clinically insignificant changes because it does not alter the identification of low muscle CSA (44.4% vs 42.2%; P = 1.00). Skeletal muscle density increased in the arterial (6.4 HU; P < .001) and 3-minute phases (8.7 HU; P < .001), which altered the identification of low muscle density (6.7% vs 31.1%; P < .001). CONCLUSIONS Future analyses should consider the phase of contrast during CT imaging because it may alter the interpretations of several parameters.
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Affiliation(s)
- Michael T Paris
- Department of Kinesiology, University of Waterloo, Waterloo, Ontario, Canada
| | - Helena F Furberg
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Stacey Petruzella
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Oguz Akin
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Andreas M Hötker
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Marina Mourtzakis
- Department of Kinesiology, University of Waterloo, Waterloo, Ontario, Canada
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Relation Between Epicardial Fat and Subclinical Atherosclerosis in Asymptomatic Individuals. J Thorac Imaging 2017; 32:378-382. [DOI: 10.1097/rti.0000000000000296] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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41
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Relation of Epicardial Adipose Tissue Radiodensity to Coronary Artery Calcium on Cardiac Computed Tomography in Patients at High Risk for Cardiovascular Disease. Am J Cardiol 2017; 119:1359-1365. [PMID: 28279438 DOI: 10.1016/j.amjcard.2017.01.031] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2016] [Revised: 01/26/2017] [Accepted: 01/26/2017] [Indexed: 12/14/2022]
Abstract
Adipose tissue radiodensity detected by computed tomography (CT) is hypothesized to be associated with differences in adipose tissue composition which may contribute to the development of coronary atherosclerosis independent of epicardial adipose tissue volume. The aim of the present study is to quantify the relation between epicardial adipose tissue radiodensity and presence, distribution, and density of coronary artery calcium (CAC) in patients at high risk for cardiovascular disease. A total of 140 patients of the Secondary Manifestations of ARTerial disease (SMART) study underwent cardiac-CT angiography. Ordinal logistic and linear regression was used to quantify the relation between epicardial adipose tissue radiodensity (in Hounsfield Units, HU) and CAC. One SD lower attenuation (5 HU) was associated with a 1.90 (95% confidence interval [CI] 1.14 to 3.19) higher odds for men and a 1.07 (95% CI 0.41 to 2.75) higher odds for women of being in a higher CAC class (0, 1 to 100, 101 to 400, and >400), independent of age, coronary artery bypass graft history, epicardial adipose tissue volume, and body mass index. One SD lower attenuation was not associated with more diffuse distribution of CAC, but increased the odds of being in a higher tertile of CAC density per plaque (odds ratio 1.77, 95% CI 1.18 to 2.66). In conclusion, low epicardial adipose tissue CT attenuation is associated with higher CAC scores in men at high risk for cardiovascular disease, independent of epicardial depot volume and body mass index. Present results suggest a potential role for epicardial adipose tissue radiodensity as a measure of adipose tissue composition and may inform on the contribution of epicardial adipose tissue composition to coronary atherosclerosis.
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Yanina IY, Navolokin NA, Svenskaya YI, Bucharskaya AB, Maslyakova GN, Gorin DA, Sukhorukov GB, Tuchin VV. Morphology alterations of skin and subcutaneous fat at NIR laser irradiation combined with delivery of encapsulated indocyanine green. JOURNAL OF BIOMEDICAL OPTICS 2017; 22:55008. [PMID: 28541446 DOI: 10.1117/1.jbo.22.5.055008] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/27/2017] [Accepted: 05/02/2017] [Indexed: 06/07/2023]
Abstract
The goal of this study is to quantify the impact of the in vivo photochemical treatment of rats with obesity using indocyanine green (ICG) dissolved in saline or dispersed in an encapsulated form at NIR laser irradiation, which was monitored by tissue sampling and histochemistry. The subcutaneous injection of the ICG solution or ICG encapsulated into polyelectrolyte microcapsules, followed by diode laser irradiation (808 nm, 8 ?? W / cm 2 , 1 min), resulted in substantial differences in lipolysis of subcutaneous fat. Most of the morphology alterations occurred in response to the laser irradiation if a free-ICG solution had been injected. In such conditions, membrane disruption, stretching, and even delamination in some cases were observed for a number of cells. The encapsulated ICG aroused similar morphology changes but with weakly expressed adipocyte destruction under the laser irradiation. The Cochran Q test rendered the difference between the treatment alternatives statistically significant. By this means, laser treatment using the encapsulated form of ICG seems more promising and could be used for safe layerwise laser treatment of obesity and cellulite.
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Affiliation(s)
- Irina Yu Yanina
- Saratov National Research State University, Research-Educational Institute of Optics and Biophotonics, Saratov, RussiabNational Research Tomsk State University, Interdisciplinary Laboratory of Biophotonics, Tomsk, RussiacEducational and Research Institute of Nanostructures and Biosystems, Remote Controlled Theranostic Systems Lab, Saratov, Russia
| | - Nikita A Navolokin
- Educational and Research Institute of Nanostructures and Biosystems, Remote Controlled Theranostic Systems Lab, Saratov, RussiadSaratov State Medical University, Saratov, Russia
| | - Yulia I Svenskaya
- Educational and Research Institute of Nanostructures and Biosystems, Remote Controlled Theranostic Systems Lab, Saratov, Russia
| | | | | | - Dmitry A Gorin
- Educational and Research Institute of Nanostructures and Biosystems, Remote Controlled Theranostic Systems Lab, Saratov, Russia
| | - Gleb B Sukhorukov
- Educational and Research Institute of Nanostructures and Biosystems, Remote Controlled Theranostic Systems Lab, Saratov, RussiaeQueen Mary University of London, School of Engineering and Materials Sciences, London, United Kingdom
| | - Valery V Tuchin
- Saratov National Research State University, Research-Educational Institute of Optics and Biophotonics, Saratov, RussiabNational Research Tomsk State University, Interdisciplinary Laboratory of Biophotonics, Tomsk, RussiafInstitute of the Russian Academy of Sciences, Laboratory of Laser Diagnostics of Technical and Living Systems of Precision Mechanics and Control, Saratov, Russia
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Takayama F, Fujihara Y. How does Eucommia leaf extract prevent smooth muscle cell proliferation induced by high-fat diets at the aortic tunica media? Hypertens Res 2017; 40:541-543. [DOI: 10.1038/hr.2017.22] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
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44
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Multiethnic genome-wide meta-analysis of ectopic fat depots identifies loci associated with adipocyte development and differentiation. Nat Genet 2016; 49:125-130. [PMID: 27918534 DOI: 10.1038/ng.3738] [Citation(s) in RCA: 98] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2016] [Accepted: 11/07/2016] [Indexed: 02/08/2023]
Abstract
Variation in body fat distribution contributes to the metabolic sequelae of obesity. The genetic determinants of body fat distribution are poorly understood. The goal of this study was to gain new insights into the underlying genetics of body fat distribution by conducting sample-size-weighted fixed-effects genome-wide association meta-analyses in up to 9,594 women and 8,738 men of European, African, Hispanic and Chinese ancestry, with and without sex stratification, for six traits associated with ectopic fat (hereinafter referred to as ectopic-fat traits). In total, we identified seven new loci associated with ectopic-fat traits (ATXN1, UBE2E2, EBF1, RREB1, GSDMB, GRAMD3 and ENSA; P < 5 × 10-8; false discovery rate < 1%). Functional analysis of these genes showed that loss of function of either Atxn1 or Ube2e2 in primary mouse adipose progenitor cells impaired adipocyte differentiation, suggesting physiological roles for ATXN1 and UBE2E2 in adipogenesis. Future studies are necessary to further explore the mechanisms by which these genes affect adipocyte biology and how their perturbations contribute to systemic metabolic disease.
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Hamdaoui MH, Snoussi C, Dhaouadi K, Fattouch S, Ducroc R, Le Gall M, Bado A. Tea decoctions prevent body weight gain in rats fed high-fat diet; black tea being more efficient than green tea. JOURNAL OF NUTRITION & INTERMEDIARY METABOLISM 2016. [DOI: 10.1016/j.jnim.2016.07.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
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46
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Garg SK, Lin F, Kandula N, Ding J, Carr J, Allison M, Liu K, Herrington D, Vaidya D, Vittinghoff E, Kanaya AM. Ectopic Fat Depots and Coronary Artery Calcium in South Asians Compared With Other Racial/Ethnic Groups. J Am Heart Assoc 2016; 5:JAHA.116.004257. [PMID: 27856485 PMCID: PMC5210365 DOI: 10.1161/jaha.116.004257] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Background South Asians have a low body mass index and high prevalence of cardiovascular disease (CVD) relative to other racial/ethnic groups. Radiographically detected ectopic fat distribution is better associated with CVD than body mass index. We assessed whether differences in ectopic fat depots explained differences in the prevalence/severity of coronary artery calcium (CAC), a predictor of incident CVD events, among South Asians compared with other racial/ethnic groups. Methods and Results We examined the associations of radiographically detected visceral, intermuscular, intrahepatic, and pericardial fat with CAC among adults without baseline CVD. We compared 803 South Asians in the Mediators of Atherosclerosis in South Asians Living in America to 4 racial/ethnic groups in the Multi‐Ethnic Study of Atherosclerosis: 2622 whites, 1893 blacks, 1496 Latinos, and 803 Chinese Americans. We adjusted for body mass index and known CVD risk factors. South Asians had the highest intrahepatic fat and lowest pericardial fat volume (PFV). There was a positive graded association between ectopic fat and higher CAC scores in all the groups with the strongest associations observed with PFV. PFV was independently associated with CAC severity in South Asians (P=0.01) and blacks (P=0.05) and borderline in whites (P=0.06). PFV partially explained the higher CAC burden in South Asians compared with blacks, but not the other racial/ethnic groups. Conclusions Differences in PFV explain a small fraction of the higher CAC burden in South Asians. Our findings suggest that ectopic fat depots may not explain the elevated CAC risk in South Asians.
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Affiliation(s)
- Sachin K Garg
- University of California San Francisco, San Francisco, CA
| | - Feng Lin
- University of California San Francisco, San Francisco, CA
| | | | - Jingzhong Ding
- Wake Forest University Medical Center, Winston-Salem, NC
| | - Jeffrey Carr
- Vanderbilt University School of Medicine, Nashville, TN
| | | | - Kiang Liu
- Northwestern University, Chicago, IL
| | | | | | | | - Alka M Kanaya
- University of California San Francisco, San Francisco, CA
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47
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Shang X, Scott D, Hodge A, Khan B, Khan N, English DR, Giles GG, Ebeling PR, Sanders KM. Adiposity assessed by anthropometric measures has a similar or greater predictive ability than dual-energy X-ray absorptiometry measures for abdominal aortic calcification in community-dwelling older adults. Int J Cardiovasc Imaging 2016; 32:1451-1460. [PMID: 27246927 DOI: 10.1007/s10554-016-0920-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2016] [Accepted: 05/27/2016] [Indexed: 12/01/2022]
Abstract
To determine whether adiposity assessed by dual-energy X-ray absorptiometry (DXA) compared to simple anthropometric assessments, are more predictive of abdominal aortic calcification (AAC), a risk factor for atherosclerosis. A cross-sectional study of 312 participants (60.3 % female) aged 70.6 ± 5.6 years was conducted in 2010-2011. AAC was assessed by radiography. Adiposity was estimated for whole body, trunk, android, gynoid and visceral regions using DXA in addition to body mass index (BMI), waist circumference (WC) and waist to hip ratio (WHR). WHR [tertile 1 as reference, OR (95 % CI) for tertile 3: 3.62 (1.35-9.72)] and android to gynoid fat ratio [tertile 3: 2.87 (1.03-8.01)] were independent predictors of AAC severity among men. Positive associations with AAC severity were observed for WC [tertile 1 as reference, OR for tertile 3: 2.46 (1.12-5.41)], % trunk fat mass [tertile 2: 3.26 (1.52-7.03)], % android fat mass [tertile 2: 2.42 (1.13-5.18), tertile 3: 2.20 (1.02-4.73)] and visceral fat area [tertile 2: 2.28 (1.06-4.87), tertile 3: 2.32 (1.01-5.34)] among women. Indices of total body composition, BMI and % body fat mass were not associated with AAC severity in either men or women. Simple anthropometric measures, WHR and WC were the best predictors of AAC severity in men and women respectively, although higher android to gynoid fat ratio and central fat, assessed by DXA, were also predictive of higher risks of AAC severity in men and women respectively. Our findings add to existing evidence that relatively inexpensive and easily obtained anthropometric measures can be clinically useful indicators of atherosclerosis risk.
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Affiliation(s)
- Xianwen Shang
- Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne Medical School-Western Campus, Level 3, 176 Furlong Road, St Albans, Melbourne, VIC, 3021, Australia. .,Australian Institute for Musculoskeletal Science, Melbourne, Australia.
| | - David Scott
- Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne Medical School-Western Campus, Level 3, 176 Furlong Road, St Albans, Melbourne, VIC, 3021, Australia.,Australian Institute for Musculoskeletal Science, Melbourne, Australia.,The Department of Medicine, School of Clinical Sciences at Monash Health, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
| | - Allison Hodge
- Cancer Epidemiology Centre, The Cancer Council Victoria, Melbourne, Australia
| | - Belal Khan
- Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne Medical School-Western Campus, Level 3, 176 Furlong Road, St Albans, Melbourne, VIC, 3021, Australia.,Australian Institute for Musculoskeletal Science, Melbourne, Australia.,Department of Medicine, Max Super Speciality Hospital, Patparganj, Delhi, India
| | - Nayab Khan
- Department of Radiology, Diwan Chand Satyapal Aggarwaal Diagnostic Imaging Research Centre, New Delhi, India
| | - Dallas R English
- Cancer Epidemiology Centre, The Cancer Council Victoria, Melbourne, Australia
| | - Graham G Giles
- Cancer Epidemiology Centre, The Cancer Council Victoria, Melbourne, Australia
| | - Peter R Ebeling
- Australian Institute for Musculoskeletal Science, Melbourne, Australia.,The Department of Medicine, School of Clinical Sciences at Monash Health, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
| | - Kerrie M Sanders
- Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne Medical School-Western Campus, Level 3, 176 Furlong Road, St Albans, Melbourne, VIC, 3021, Australia.,Institute for Health and Ageing, Australian Catholic University, Melbourne, Australia
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Epicardial and paracardial adipose tissue volume and attenuation - Association with high-risk coronary plaque on computed tomographic angiography in the ROMICAT II trial. Atherosclerosis 2016; 251:47-54. [PMID: 27266821 DOI: 10.1016/j.atherosclerosis.2016.05.033] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2016] [Revised: 04/27/2016] [Accepted: 05/18/2016] [Indexed: 01/02/2023]
Abstract
BACKGROUND AND AIMS To determine whether epicardial (EAT) and paracardial adipose tissue (PAT) volume and attenuation are associated with high-risk coronary plaque features. METHODS In subjects with suspected acute coronary syndrome (ACS) enrolled in the ROMICAT II trial, EAT and PAT volumes indexed to body surface area (BSA) and attenuation were measured on non-contrast coronary artery calcium score (CACS) CT. High-risk plaque features (napkin-ring sign, positive remodeling, low density plaque, spotty calcium) and stenosis were assessed on coronary CT angiography (CTA). The association of EAT and PAT volume and attenuation with high-risk plaque and whether this was independent of clinical risk assessment, CACS and significant coronary artery disease (CAD) was determined. RESULTS Of 467 (mean 54 ± 8 yrs, 53% male) with CACS and CTA, 167 (36%) had high-risk plaque features. Those with high-risk plaque had significantly higher indexed EAT (median 59 (Q1-Q3:45-75) cc/m(2) vs. 49 (35-65) cc/m(2), p < 0.001) and PAT volume (median:51 (36-73) cc/m(2) vs. 33 (22-52) cc/m(2), p < 0.001). Higher indexed EAT volume was associated with high-risk plaque [univariate OR 1.02 (95%-CI:1.01-1.03) per cc/m(2) of EAT, p < 0.001], which remained significant [univariate OR 1.04 (95%-CI:1.00-1.08) per cc/m(2) of EAT, p = 0.040] after adjustment for risk factors, CACS, and stenosis ≥50%. Higher indexed PAT volume was associated with high-risk plaque in univariate analysis [OR 1.02 (1.01-1.03) per cc/m(2) of PAT, p < 0.001], though this was not significant in multivariate analysis. At a threshold of >62.3 cc/m(2), EAT volume was associated with high-risk plaque [univariate OR 2.50 (95%-CI:1.69-3.72), p < 0.001)], which remained significant [OR 1.83 (95%-CI:1.10-3.05), p = 0.020] after adjustment. Subjects with high-risk plaque had lower mean attenuation EAT (-88.1 vs. -86.9 HU, p = 0.008) and PAT (-106 vs. -103 HU, p < 0.001), though this was not significant in multivariable analysis. CONCLUSIONS Greater volumes of EAT are associated with high-risk plaque independent of risk factors, CACS and obstructive CAD. This observation supports possible local influence of EAT on development of high-risk coronary plaque.
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Comparison of Visceral Fat Measures with Cardiometabolic Risk Factors in Healthy Adults. PLoS One 2016; 11:e0153031. [PMID: 27043708 PMCID: PMC4820273 DOI: 10.1371/journal.pone.0153031] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2015] [Accepted: 03/22/2016] [Indexed: 02/03/2023] Open
Abstract
We aimed to evaluate the associations of visceral adiposity with cardiometabolic risk factors in normal subjects with integrated 18F-Fluorodeoxyglucose (FDG) positron emission tomography (PET)/computed tomography (CT). A total of 58 normal subjects who underwent 18F-FDG PET/CT scan for cancer screening were included in this study. Volume and average Hounsfield unit (HU) of visceral adipose tissue (VAT) was measured from CT components of integrated PET/CT. Standardized uptake values (SUVmax) of liver, spleen, lumbar spine and ascending aorta (AA) were measured from PET components of integrated PET/CT. Body mass index (coefficient 78.25, p = 0.0259), glucose (37.62, p<0.0001), insulin (348.90, p = 0.0011), logarithmic transformation of homeostatic model assessment index-insulin resistance (-2118.37, p = 0.0007), and VAT HU (-134.99, p<0.0001) were independently associated with VAT volume. Glucose (0.1187, p = 0.0098) and VAT volume (-0.004, p<0.0001) were found to be associated with VAT HU. Both VAT volume and VAT HU of whole abdominal cavity is significantly associated with cardiometabolic risk factors.
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Lee JJ, Pedley A, Hoffmann U, Massaro JM, Keaney JF, Vasan RS, Fox CS. Cross-Sectional Associations of Computed Tomography (CT)-Derived Adipose Tissue Density and Adipokines: The Framingham Heart Study. J Am Heart Assoc 2016; 5:e002545. [PMID: 26927600 PMCID: PMC4943240 DOI: 10.1161/jaha.115.002545] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Background Excess accumulation of abdominal subcutaneous (SAT) and visceral adipose tissue (VAT) is associated with adverse levels of adipokines and cardiovascular disease risk. Whether fat quality is associated with adipokines has not been firmly established. This study examined the association between abdominal SAT and VAT density, an indirect measure of fat quality, with a panel of metabolic regulatory biomarkers secreted by adipose tissue or the liver independently of absolute fat volumes. Methods and Results We evaluated 1829 Framingham Heart Study participants (44.9% women). Abdominal SAT and VAT density was estimated indirectly by adipose tissue attenuation using computed tomography. Adipokines included adiponectin, leptin receptor, leptin, fatty acid‐binding protein 4 (FABP‐4), retinol‐binding protein 4 (RBP‐4), and fetuin‐A. Fat density was associated with all the biomarkers evaluated, except fetuin‐A. Lower fat density (ie, more‐negative fat attenuation) was associated with lower adiponectin and leptin receptor, but higher leptin and FABP‐4 levels (all P<0.0001). SAT density was inversely associated with RPB‐4 in both sexes, whereas the association between VAT density and RPB‐4 was only observed in men (P<0.0001). In women, after additional adjustment for respective fat volume, SAT density retained the significant associations with adiponectin, leptin, FABP‐4, and RBP‐4; and VAT density with adiponectin only (all P<0.0001). In men, significant associations were maintained upon additional adjustment for respective fat volume (P<0.005). Conclusions Lower abdominal fat density was associated with a profile of biomarkers suggestive of greater cardiometabolic risk. These observations support that fat density may be a valid biomarker of cardiometabolic risk.
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Affiliation(s)
- Jane J Lee
- National Heart, Lung, and Blood Institute's Division of Intramural Research, The Framingham Heart Study, and the Population Studies Branch, Framingham, MA
| | - Alison Pedley
- National Heart, Lung, and Blood Institute's Division of Intramural Research, The Framingham Heart Study, and the Population Studies Branch, Framingham, MA
| | - Udo Hoffmann
- Department of Radiology, Massachusetts General Hospital, Boston, MA
| | | | - John F Keaney
- Division of Cardiovascular Medicine, University of Massachusetts Medical School, Worcester, MA
| | - Ramachandran S Vasan
- National Heart, Lung, and Blood Institute's Division of Intramural Research, The Framingham Heart Study, and the Population Studies Branch, Framingham, MA Evans Department of Medicine, Whitaker Cardiovascular Institute, Boston University School of Medicine, Boston, MA Sections of Cardiology and Preventive Medicine, Boston University School of Medicine, Boston, MA Department of Epidemiology, Boston University School of Public Health, Boston, MA
| | - Caroline S Fox
- National Heart, Lung, and Blood Institute's Division of Intramural Research, The Framingham Heart Study, and the Population Studies Branch, Framingham, MA Division of Endocrinology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA
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