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Abusnina W, Merdler I, Cellamare M, Chitturi KR, Chaturvedi A, Feuerstein IM, Zhang C, Ozturk ST, Deksissa T, Sawant V, Lopez K, Lupu L, Haberman D, Ben-Dor I, Satler LF, Waksman R, Hashim HD, Case BC. Epicardial Fat Tissue: A Potential Marker for Coronary Microvascular Dysfunction. J Am Heart Assoc 2025; 14:e038484. [PMID: 39895522 DOI: 10.1161/jaha.124.038484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Accepted: 10/28/2024] [Indexed: 02/04/2025]
Abstract
BACKGROUND Coronary microvascular dysfunction (CMD), which mimics symptoms of obstructive coronary artery disease, has significant prognostic implications. While epicardial adipose tissue normally has a protective role, increased epicardial adipose tissue is associated with inflammation and may contribute to CMD. However, a direct correlation remains unclear. We aimed to investigate this association. METHODS AND RESULTS The CMDR (Coronary Microvascular Disease Registry) is a prospective, 2-center registry that is enrolling patients with angina and nonobstructive coronary artery disease who underwent invasive hemodynamic assessment of the coronary microvasculature. Patients with chest computed tomography within 1 year of CMD evaluation were included. We measured epicardial fat volume (EFV) and calculated the EFV index. Logistic regression analysis was used to investigate the association between EFV and EFV index to CMD. Our study included 130 CMDR patients with associated chest CT; 35 were diagnosed with CMD. The CMD-negative patients were younger than the CMD-positive patients (58.52±11.97 versus 63.37±9.56 years; P=0.033), with numerically fewer women (64.2% versus 74.3%; P=0.279). Univariate regression analysis demonstrated a statistically significant association between EFV index and CMD diagnosis (odds ratio, 1.037 [95% CI, 1.014-1.063]; P=0.003), while no significance was observed for EFV (odds ratio, 1.006 [95% CI, 0.995-1.017]; P=0.292). CONCLUSIONS Our results suggest a strong association between EFV index (a significant risk factor) and the presence of CMD. Future studies involving larger cohorts are needed to confirm the association of epicardial adipose tissue with CMD and investigate therapeutic targets to prevent CMD. REGISTRATION URL: https://www.clinicaltrials.gov; unique identifier: NCT05960474.
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Affiliation(s)
- Waiel Abusnina
- Section of Interventional Cardiology MedStar Washington Hospital Center Washington DC USA
| | - Ilan Merdler
- Section of Interventional Cardiology MedStar Washington Hospital Center Washington DC USA
| | - Matteo Cellamare
- Section of Interventional Cardiology MedStar Washington Hospital Center Washington DC USA
| | - Kalyan R Chitturi
- Section of Interventional Cardiology MedStar Washington Hospital Center Washington DC USA
| | - Abhishek Chaturvedi
- Section of Interventional Cardiology MedStar Washington Hospital Center Washington DC USA
| | | | - Cheng Zhang
- Section of Interventional Cardiology MedStar Washington Hospital Center Washington DC USA
| | - Sevket Tolga Ozturk
- Section of Interventional Cardiology MedStar Washington Hospital Center Washington DC USA
| | - Teshome Deksissa
- Section of Interventional Cardiology MedStar Washington Hospital Center Washington DC USA
| | - Vaishnavi Sawant
- Section of Interventional Cardiology MedStar Washington Hospital Center Washington DC USA
| | - Kassandra Lopez
- Section of Interventional Cardiology MedStar Washington Hospital Center Washington DC USA
| | - Lior Lupu
- Section of Interventional Cardiology MedStar Washington Hospital Center Washington DC USA
| | - Dan Haberman
- Section of Interventional Cardiology MedStar Washington Hospital Center Washington DC USA
| | - Itsik Ben-Dor
- Section of Interventional Cardiology MedStar Washington Hospital Center Washington DC USA
| | - Lowell F Satler
- Section of Interventional Cardiology MedStar Washington Hospital Center Washington DC USA
| | - Ron Waksman
- Section of Interventional Cardiology MedStar Washington Hospital Center Washington DC USA
| | - Hayder D Hashim
- Section of Interventional Cardiology MedStar Washington Hospital Center Washington DC USA
| | - Brian C Case
- Section of Interventional Cardiology MedStar Washington Hospital Center Washington DC USA
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Nishihara T, Miyoshi T, Ejiri K, Osawa K, Fuke S, Seiyama K, Doi M, Nakashima M, Miki T, Yuasa S. Evaluating Pericoronary Adipose Tissue Attenuation to Predict Cardiovascular Events: A Multicenter Study in East Asians. JACC. ASIA 2025; 5:1-11. [PMID: 39886202 PMCID: PMC11775815 DOI: 10.1016/j.jacasi.2024.09.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Revised: 09/10/2024] [Accepted: 09/17/2024] [Indexed: 02/01/2025]
Abstract
Background Pericoronary adipose tissue attenuation (PCATA) is a novel imaging biomarker of pericoronary inflammation associated with coronary artery disease. Several studies have reported the usefulness of PCATA among people of European ethnicity; however, data are lacking concerning those of Asian ethnicity. Objectives This multicenter study aimed to evaluate the effect of PCATA on prognosis in East Asian patients. Methods Between August 2011 and December 2016, 2,172 patients underwent clinically indicated coronary computed tomography angiography (CTA) at 4 hospitals in Japan. Among them, 1,270 patients were analyzed. PCATA was evaluated using coronary CTA to measure pericoronary adipose tissue density surrounding the 3 major coronary arteries. The outcomes were composite cardiovascular events, including cardiovascular death and acute coronary syndrome; 33 cardiovascular events observed during a median follow-up of 6.0 years (Q1-Q3: 3.6-8.2 years). Results Right coronary artery (RCA)-PCATA was significantly higher in patients with cardiovascular events than in those without (-63.7 ± 8.9 HU vs -67.4 ± 9.1 HU, respectively; P = 0.021). High RCA-PCATA was significantly associated with cardiovascular events in a model that included the Hisayama risk score and adverse coronary CTA findings (HR: 1.55; 95% CI: 1.07-2.24; P = 0.019). Conclusions High RCA-PCATA showed significant association with future cardiovascular events after adjusting conventional risk factors and adverse coronary CTA findings in East Asian patients who underwent clinically indicated coronary CTA.
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Affiliation(s)
- Takahiro Nishihara
- Department of Cardiovascular Medicine, Faculty of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Okayama, Japan
| | - Toru Miyoshi
- Department of Cardiovascular Medicine, Faculty of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Okayama, Japan
| | - Kentaro Ejiri
- Department of Cardiovascular Medicine, Faculty of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Okayama, Japan
| | - Kazuhiro Osawa
- Department of General Internal Medicine 3, Kawasaki Medical School General Medicine Center, Okayama, Japan
| | - Soichiro Fuke
- Department of Cardiovascular Medicine, Japanese Red Cross Okayama Hospital, Okayama, Japan
| | - Kousuke Seiyama
- Department of Cardiology, Kagawa Prefectural Central Hospital, Takamatsu, Japan
| | - Masayuki Doi
- Department of Cardiology, Kagawa Prefectural Central Hospital, Takamatsu, Japan
| | - Mitsutaka Nakashima
- Department of Cardiovascular Medicine, Faculty of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Okayama, Japan
| | - Takashi Miki
- Department of Cardiovascular Medicine, Faculty of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Okayama, Japan
| | - Shinsuke Yuasa
- Department of Cardiovascular Medicine, Faculty of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Okayama, Japan
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Wei Q, Chen Y, Yuan D, Nie F, Li J, Yu K, Zhang C. Chest-CT-based radiomics feature of epicardial adipose tissue for screening coronary atherosclerosis. Heart Vessels 2024:10.1007/s00380-024-02479-2. [PMID: 39540983 DOI: 10.1007/s00380-024-02479-2] [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: 03/19/2024] [Accepted: 10/23/2024] [Indexed: 11/16/2024]
Abstract
BACKGROUND AND AIMS This study aims to investigate the diagnostic value of chest-CT epicardial adipose tissue (EAT) radiomics feature in coronary atherosclerotic stenosis. METHODS Clinical data from 215 individuals who underwent coronary angiography and chest-CT scan from January to July 2022 at our institution were retrospectively analyzed. Based on the coronary angiography results, the total population, men, and women were divided into the CAD group and non-CAD group. radiomics feature of EAT at the level of the bifurcation of the left-main coronary artery on the transverse level of chest CT were measured. The features contain both first-order feature and shape-order feature.The differences between groups were analyzed using the t test or Chi-square test. The diagnostic efficacy of each parameter in diagnosing atherosclerotic stenosis of coronary arteries was assessed by plotting the receiver operating characteristic (ROC) curve. RESULTS First-order features: Mean, IntDen, Median, and RawIntDen; shape-order features: Area, Perim, Round, and BSA index; and clinical index: HbA1c showed statistical significance between the CAD group and the non-CAD group. The ROC curve analysis demonstrated high diagnostic efficacy, with the best for diagnostic efficacy being Median for the first-order feature parameter (AUC, 0.753; 95% confidence interval [CI], 0.689-0.817; t = 4.785, p < 0.001), Round for the shape-order feature (AUC, 0.775; 95% CI, 0.714-0.836; t = 7.842, p < 0.001), and HbA1c for the clinical index (AUC, 0.797; 95% CI, 0.783-0.856; t = 6.406, p < 0.001). After dividing the participants into male and female subgroups, the best diagnostic efficacy was observed with the BSA index for men (AUC, 0.743; 95% CI, 0.656-0.829; t = 5.128, p < 0.001) and Round for women (AUC, 0.871; 95% CI, 0.793-0.949; t = 7.247, p < 0.001). CONCLUSIONS Median, Round in radiomics feature of EAT on chest CT may play a role in the assessment of coronary atherosclerotic stenosis.
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Affiliation(s)
- Qin Wei
- Health Management Centre, The Second Affiliated Hospital of Chengdu Medical College, Nuclear Industry 416 Hospital, Chengdu, 610051, China
| | - Yanling Chen
- Occupational Diseases Section, The Second Affiliated Hospital of Chengdu Medical College, Nuclear Industry 416 Hospital, Chengdu, 610051, China
| | - Deqing Yuan
- Health Management Centre, The Second Affiliated Hospital of Chengdu Medical College, Nuclear Industry 416 Hospital, Chengdu, 610051, China
| | - Fumei Nie
- Health Management Centre, The Second Affiliated Hospital of Chengdu Medical College, Nuclear Industry 416 Hospital, Chengdu, 610051, China
| | - Jian Li
- Radiology department,, The Second Affiliated Hospital of Chengdu Medical College, Nuclear Industry 416 Hospital, Chengdu, 610051, China
| | - KeBing Yu
- Radiology department,, The Second Affiliated Hospital of Chengdu Medical College, Nuclear Industry 416 Hospital, Chengdu, 610051, China
| | - Chengwei Zhang
- Cardiovascular Medicine, The Second Affiliated Hospital of Chengdu Medical College, Nuclear Industry 416 Hospital, Chengdu, 610051, China.
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Duca F, Mascherbauer K, Donà C, Koschutnik M, Binder C, Nitsche C, Halavina K, Beitzke D, Loewe C, Bartko P, Waldmann E, Mascherbauer J, Hengstenberg C, Kammerlander A. Association of epicardial adipose tissue on magnetic resonance imaging with cardiovascular outcomes: Quality over quantity? Obesity (Silver Spring) 2024; 32:1670-1679. [PMID: 39192763 DOI: 10.1002/oby.24105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Revised: 05/14/2024] [Accepted: 06/03/2024] [Indexed: 08/29/2024]
Abstract
OBJECTIVE Epicardial adipose tissue (EAT) quantity is associated with poor cardiovascular outcomes. However, the quality of EAT may be of incremental prognostic value. Cardiac magnetic resonance (CMR) is the gold standard for tissue characterization but has never been applied for EAT quality assessment. We aimed to investigate EAT quality measured on CMR T1 mapping as a predictor of poor outcomes in an all-comer cohort. METHODS We investigated the association of EAT area and EAT T1 times (EAT-T1) with a composite endpoint of nonfatal myocardial infarction, heart failure hospitalization, and all-cause death. RESULTS A total of 966 participants were included (47.2% female; mean age: 58.4 years) in this prospective observational CMR registry. Mean EAT area and EAT-T1 were 7.3 cm2 and 268 ms, respectively. On linear regression, EAT-T1 was not associated with markers of obesity, dyslipidemia, or comorbidities such as diabetes (p > 0.05 for all). During a follow-up of 57.7 months, a total of 280 (29.0%) events occurred. EAT-T1 was independently associated (adjusted hazard ratio per SD: 1.202; 95% CI: 1.022-1.413; p = 0.026) with the composite endpoint when adjusted for established clinical risk. CONCLUSIONS EAT quality (as assessed via CMR T1 times), but not EAT quantity, is independently associated with a composite endpoint of nonfatal myocardial infarction, heart failure hospitalization, and all-cause death.
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Affiliation(s)
- Franz Duca
- Division of Cardiology, Medical University of Vienna, Vienna, Austria
| | | | - Carolina Donà
- Division of Cardiology, Medical University of Vienna, Vienna, Austria
| | | | - Christina Binder
- Division of Cardiology, Medical University of Vienna, Vienna, Austria
| | - Christian Nitsche
- Division of Cardiology, Medical University of Vienna, Vienna, Austria
| | - Kseniya Halavina
- Division of Cardiology, Medical University of Vienna, Vienna, Austria
| | - Dietrich Beitzke
- Division of Cardiovascular and Interventional Radiology, Medical University of Vienna, Vienna, Austria
| | - Christian Loewe
- Division of Cardiovascular and Interventional Radiology, Medical University of Vienna, Vienna, Austria
| | - Philipp Bartko
- Division of Cardiology, Medical University of Vienna, Vienna, Austria
| | - Elisabeth Waldmann
- Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna, Austria
| | - Julia Mascherbauer
- Division of Cardiology, Medical University of Vienna, Vienna, Austria
- Department of Internal Medicine 3, University Hospital, Karl Landsteiner University of Health Sciences, Krems, Austria
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Nodera M, Ishida T, Hasegawa K, Kakehashi S, Mukai M, Aoyama D, Miyazaki S, Uzui H, Tada H. Epicardial adipose tissue density predicts the presence of atrial fibrillation and its recurrence after catheter ablation: three-dimensional reconstructed image analysis. Heart Vessels 2024; 39:696-705. [PMID: 38494555 DOI: 10.1007/s00380-024-02384-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 02/28/2024] [Indexed: 03/19/2024]
Abstract
Epicardial adipose tissue (EAT) induces inflammation in the atria and is associated with atrial fibrillation (AF). Several studies have examined the relationship between EAT volume (EAT-V) and density (EAT-D) and the presence of AF after catheter ablation. However, conclusions have been inconsistent. This study included 43 consecutive patients who underwent catheter ablation for AF and 30 control patients. EAT-V and EAT-D around the entire heart, entire atrium, left atrium (LA), and right atrium (RA) were measured in detail using reconstructed three-dimensional (3D) EAT images from dual-source computed tomography (CT). None of the measurements of EAT-V differed significantly between patients with AF and controls or between patients with recurrent AF and those without. On the other hand, all measurements of EAT-D were higher in patients with AF than in controls (entire atrium, p < 0.001; RA, p < 0.001; LA, p = 0.002). All EAT-D measurements were associated with the presence of AF. Among patients with AF who underwent ablation, all EAT-D measurements were higher in patients with recurrent AF than in those without. The difference was significant for EATRA-D (p = 0.032). All atrial EAT-D values predicted recurrent AF (EATRA-D: hazard ratio [HR], 1.208; 95% confidence interval [95% CI], 1.053-1.387; p = 0.007; EATLA-D: HR, 1.108; 95% CI 1.001-1.225; p = 0.047; EATatrial-D: HR, 1.174; 95% CI 1.040-1.325; p = 0.010). The most sensitive cutoffs for predicting recurrent AF were highly accurate for EATRA-D (area under the curve [AUC], 0.76; p < 0.01) and EATatrial-D (AUC = 0.75, p < 0.05), while the cutoff for EATLA-D had low accuracy (AUC, 0.65; p = 0.209). For predicting the presence of AF and recurrent AF after catheter ablation, 3D analysis of atrial EAT-D, rather than EAT-V, is useful.
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Affiliation(s)
- Minoru Nodera
- Department of Cardiovascular Medicine, Faculty of Medical Sciences, University of Fukui, 23-3 Matsuokashimoaizuki, Eiheiji-Cho, Yoshida-Gun, Fukui, 910-1193, Japan.
| | - Tomokazu Ishida
- Department of Radiology, University of Fukui Hospital, Fukui, Japan
| | - Kanae Hasegawa
- Department of Cardiovascular Medicine, Faculty of Medical Sciences, University of Fukui, 23-3 Matsuokashimoaizuki, Eiheiji-Cho, Yoshida-Gun, Fukui, 910-1193, Japan
| | - Shota Kakehashi
- Department of Cardiovascular Medicine, Faculty of Medical Sciences, University of Fukui, 23-3 Matsuokashimoaizuki, Eiheiji-Cho, Yoshida-Gun, Fukui, 910-1193, Japan
| | - Moe Mukai
- Department of Cardiovascular Medicine, Faculty of Medical Sciences, University of Fukui, 23-3 Matsuokashimoaizuki, Eiheiji-Cho, Yoshida-Gun, Fukui, 910-1193, Japan
| | - Daisetsu Aoyama
- Department of Cardiovascular Medicine, Faculty of Medical Sciences, University of Fukui, 23-3 Matsuokashimoaizuki, Eiheiji-Cho, Yoshida-Gun, Fukui, 910-1193, Japan
| | - Shinsuke Miyazaki
- Department of Cardiovascular Medicine, Faculty of Medical Sciences, University of Fukui, 23-3 Matsuokashimoaizuki, Eiheiji-Cho, Yoshida-Gun, Fukui, 910-1193, Japan
| | - Hiroyasu Uzui
- Department of Cardiovascular Medicine, Faculty of Medical Sciences, University of Fukui, 23-3 Matsuokashimoaizuki, Eiheiji-Cho, Yoshida-Gun, Fukui, 910-1193, Japan
| | - Hiroshi Tada
- Department of Cardiovascular Medicine, Faculty of Medical Sciences, University of Fukui, 23-3 Matsuokashimoaizuki, Eiheiji-Cho, Yoshida-Gun, Fukui, 910-1193, Japan
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6
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Huber AT, Fankhauser S, Wittmer S, Chollet L, Lam A, Maurhofer J, Madaffari A, Seiler J, Servatius H, Haeberlin A, Noti F, Brugger N, von Tengg-Kobligk H, Gräni C, Roten L, Tanner H, Reichlin T. Epicardial adipose tissue dispersion at CT and recurrent atrial fibrillation after pulmonary vein isolation. Eur Radiol 2024; 34:4928-4938. [PMID: 38197916 PMCID: PMC11255050 DOI: 10.1007/s00330-023-10498-2] [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: 10/03/2023] [Revised: 10/03/2023] [Accepted: 11/06/2023] [Indexed: 01/11/2024]
Abstract
OBJECTIVES Epicardial adipose tissue (EAT) remodeling is associated with atrial fibrillation (AF). Left atrial (LA) EAT dispersion on cardiac CT is a non-invasive imaging biomarker reflecting EAT heterogeneity. We aimed to investigate the association of LA EAT dispersion with AF recurrence after pulmonary vein isolation (PVI). METHODS In a prospective registry of consecutive patients undergoing first PVI, mean EAT attenuation values were measured on contrast-enhanced cardiac CT scans in Hounsfield units (HU) within low (- 195 to - 45 HU) and high (- 44 to - 15 HU) threshold EAT compartments around the left atrium (LA). EAT dispersion was defined as the difference between the mean HU values within the two EAT compartments. Continuous variables were compared between groups using the Mann-Whitney U test and cox proportional hazard models were used to calculate hazard ratios of predictors of 1-year AF recurrence. RESULTS A total of 208 patients were included, 135 with paroxysmal AF and 73 with persistent AF. LA EAT dispersion was significantly larger in patients with persistent compared to paroxysmal AF (52.6 HU vs. 49.9 HU; p = 0.001). After 1 year of follow-up, LA EAT dispersion above the mean (> 50.8 HU) was associated with a higher risk of AF recurrence (HR 2.3, 95% CI 1.5-3.6; p < 0.001). It retained its predictive value when corrected for age, sex, body mass index, LA volume, and AF type (HR 2.8, 95% CI 1.6-4.6; p < 0.001). CONCLUSION A larger LA EAT dispersion on contrast-enhanced cardiac CT scans, reflecting EAT heterogeneity, is independently associated with AF recurrence after PVI. CLINICAL RELEVANCE STATEMENT Based on LA EAT dispersion assessment, a more accurate risk stratification and patient selection may be possible based on a pre-procedural cardiac CT when planning PVI. KEY POINTS • Epicardial adipose tissue (EAT) remodeling is associated with atrial fibrillation (AF). • A larger left atrial EAT dispersion in a pre-procedural cardiac CT was associated with a higher 1-year AF recurrence risk after pulmonary vein isolation. • A pre-procedural cardiac CT with left atrial EAT dispersion assessment may provide a more accurate risk stratification and patient selection for PVI.
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Affiliation(s)
- Adrian Thomas Huber
- Department of Diagnostic, Interventional and Pediatric Radiology, Inselspital University Hospital, University of Bern, Freiburgstrasse, 3010, Bern, Switzerland.
- Department of Radiology and Nuclear Medicine, Lucerne Cantonal Hospital, University of Lucerne, Lucerne, Switzerland, Lucerne, Switzerland.
| | - Severin Fankhauser
- Department of Diagnostic, Interventional and Pediatric Radiology, Inselspital University Hospital, University of Bern, Freiburgstrasse, 3010, Bern, Switzerland
- Department of Cardiology, Inselspital University Hospital, University of Bern, Bern, Switzerland
| | - Severin Wittmer
- Department of Cardiology, Inselspital University Hospital, University of Bern, Bern, Switzerland
| | - Laureve Chollet
- Department of Cardiology, Inselspital University Hospital, University of Bern, Bern, Switzerland
| | - Anna Lam
- Department of Cardiology, Inselspital University Hospital, University of Bern, Bern, Switzerland
| | - Jens Maurhofer
- Department of Cardiology, Inselspital University Hospital, University of Bern, Bern, Switzerland
| | - Antonio Madaffari
- Department of Cardiology, Inselspital University Hospital, University of Bern, Bern, Switzerland
| | - Jens Seiler
- Department of Cardiology, Inselspital University Hospital, University of Bern, Bern, Switzerland
| | - Helge Servatius
- Department of Cardiology, Inselspital University Hospital, University of Bern, Bern, Switzerland
| | - Andreas Haeberlin
- Department of Cardiology, Inselspital University Hospital, University of Bern, Bern, Switzerland
| | - Fabian Noti
- Department of Cardiology, Inselspital University Hospital, University of Bern, Bern, Switzerland
| | - Nicolas Brugger
- Department of Cardiology, Inselspital University Hospital, University of Bern, Bern, Switzerland
| | - Hendrik von Tengg-Kobligk
- Department of Diagnostic, Interventional and Pediatric Radiology, Inselspital University Hospital, University of Bern, Freiburgstrasse, 3010, Bern, Switzerland
| | - Christoph Gräni
- Department of Cardiology, Inselspital University Hospital, University of Bern, Bern, Switzerland
| | - Laurent Roten
- Department of Cardiology, Inselspital University Hospital, University of Bern, Bern, Switzerland
| | - Hildegard Tanner
- Department of Cardiology, Inselspital University Hospital, University of Bern, Bern, Switzerland
| | - Tobias Reichlin
- Department of Cardiology, Inselspital University Hospital, University of Bern, Bern, Switzerland
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Salam B, Al-Kassou B, Weinhold L, Sprinkart AM, Nowak S, Theis M, Schmid M, Al Zaidi M, Weber M, Pieper CC, Kuetting D, Shamekhi J, Nickenig G, Attenberger U, Zimmer S, Luetkens JA. CT-derived Epicardial Adipose Tissue Inflammation Predicts Outcome in Patients Undergoing Transcatheter Aortic Valve Replacement. J Thorac Imaging 2024; 39:224-231. [PMID: 38389116 DOI: 10.1097/rti.0000000000000776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/24/2024]
Abstract
PURPOSE Inflammatory changes in epicardial (EAT) and pericardial adipose tissue (PAT) are associated with increased overall cardiovascular risk. Using routine, preinterventional cardiac CT data, we examined the predictive value of quantity and quality of EAT and PAT for outcome after transcatheter aortic valve replacement (TAVR). MATERIALS AND METHODS Cardiac CT data of 1197 patients who underwent TAVR at the in-house heart center between 2011 and 2020 were retrospectively analyzed. The amount and density of EAT and PAT were quantified from single-slice CT images at the level of the aortic valve. Using established risk scores and known independent risk factors, a clinical benchmark model (BMI, Chronic kidney disease stage, EuroSCORE 2, STS Prom, year of intervention) for outcome prediction (2-year mortality) after TAVR was established. Subsequently, we tested whether the additional inclusion of area and density values of EAT and PAT in the clinical benchmark model improved prediction. For this purpose, the cohort was divided into a training (n=798) and a test cohort (n=399). RESULTS Within the 2-year follow-up, 264 patients died. In the training cohort, particularly the addition of EAT density to the clinical benchmark model showed a significant association with outcome (hazard ratio 1.04, 95% CI: 1.01-1.07; P =0.013). In the test cohort, the outcome prediction of the clinical benchmark model was also significantly improved with the inclusion of EAT density (c-statistic: 0.589 vs. 0.628; P =0.026). CONCLUSIONS EAT density as a surrogate marker of EAT inflammation was associated with 2-year mortality after TAVR and may improve outcome prediction independent of established risk parameters.
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Affiliation(s)
- Babak Salam
- Departments of Diagnostic and Interventional Radiology
- Quantitative Imaging Lab Bonn (QILaB), Bonn, Germany
| | | | - Leonie Weinhold
- Medical Biometry, Informatics, and Epidemiology, University Hospital Bonn
| | - Alois M Sprinkart
- Departments of Diagnostic and Interventional Radiology
- Quantitative Imaging Lab Bonn (QILaB), Bonn, Germany
| | - Sebastian Nowak
- Departments of Diagnostic and Interventional Radiology
- Quantitative Imaging Lab Bonn (QILaB), Bonn, Germany
| | - Maike Theis
- Departments of Diagnostic and Interventional Radiology
- Quantitative Imaging Lab Bonn (QILaB), Bonn, Germany
| | - Matthias Schmid
- Medical Biometry, Informatics, and Epidemiology, University Hospital Bonn
| | | | | | | | - Daniel Kuetting
- Departments of Diagnostic and Interventional Radiology
- Quantitative Imaging Lab Bonn (QILaB), Bonn, Germany
| | | | | | | | | | - Julian A Luetkens
- Departments of Diagnostic and Interventional Radiology
- Quantitative Imaging Lab Bonn (QILaB), Bonn, Germany
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8
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Cui M, Bao S, Li J, Dong H, Xu Z, Yan F, Yang W. CT radiomic features reproducibility of virtual non-contrast series derived from photon-counting CCTA datasets using a novel calcium-preserving reconstruction algorithm compared with standard non-contrast series: focusing on epicardial adipose tissue. THE INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING 2024; 40:1257-1267. [PMID: 38587689 DOI: 10.1007/s10554-024-03096-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Accepted: 03/26/2024] [Indexed: 04/09/2024]
Abstract
PURPOSE We aimed to evaluate the reproducibility of computed tomography (CT) radiomic features (RFs) about Epicardial Adipose Tissue (EAT). The features derived from coronary photon-counting computed tomography (PCCT) angiography datasets using the PureCalcium (VNCPC) and conventional virtual non-contrast (VNCConv) algorithm were compared with true non-contrast (TNC) series. METHODS RFs of EAT from 52 patients who underwent PCCT were quantified using VNCPC, VNCConv, and TNC series. The agreement of EAT volume (EATV) and EAT density (EATD) was evaluated using Pearson's correlation coefficient and Bland-Altman analysis. A total of 1530 RFs were included. They are divided into 17 feature categories, each containing 90 RFs. The intraclass correlation coefficients (ICCs) and concordance correlation coefficients (CCCs) were calculated to assess the reproducibility of RFs. The cutoff value considered indicative of reproducible features was > 0.75. RESULTS the VNCPC and VNCConv tended to underestimate EATVs and overestimate EATDs. Both EATV and EATD of VNCPC series showed higher correlation and agreement with TNC than VNCConv series. All types of RFs from VNCPC series showed greater reproducibility than VNCConv series. Across all image filters, the Square filter exhibited the highest level of reproducibility (ICC = 67/90, 74.4%; CCC = 67/90, 74.4%). GLDM_GrayLevelNonUniformity feature had the highest reproducibility in the original image (ICC = 0.957, CCC = 0.958), exhibiting a high degree of reproducibility across all image filters. CONCLUSION The accuracy evaluation of EATV and EATD and the reproducibility of RFs from VNCPC series make it an excellent substitute for TNC series exceeding VNCConv series.
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Affiliation(s)
- MengXu Cui
- Department of Radiology, Ruijin Hospital affiliated to School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - ShouYu Bao
- Department of Radiology, Ruijin Hospital affiliated to School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - JiQiang Li
- Department of Radiology, Ruijin Hospital affiliated to School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - HaiPeng Dong
- Department of Radiology, Ruijin Hospital affiliated to School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - ZhiHan Xu
- Siemens Healthineers CT Collaboration, Erlangen, Germany
| | - Fuhua Yan
- Department of Radiology, Ruijin Hospital affiliated to School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Wenjie Yang
- Department of Radiology, Ruijin Hospital affiliated to School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
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9
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Kuo L, Wang GJ, Su PH, Chang SL, Lin YJ, Chung FP, Lo LW, Hu YF, Lin CY, Chang TY, Chen SA, Lu CF. Deep learning-based workflow for automatic extraction of atria and epicardial adipose tissue on cardiac computed tomography in atrial fibrillation. J Chin Med Assoc 2024; 87:471-479. [PMID: 38380919 DOI: 10.1097/jcma.0000000000001076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/22/2024] Open
Abstract
BACKGROUND Preoperative estimation of the volume of the left atrium (LA) and epicardial adipose tissue (EAT) on computed tomography (CT) images is associated with an increased risk of atrial fibrillation (AF) recurrence. We aimed to design a deep learning-based workflow to provide reliable automatic segmentation of the atria, pericardium, and EAT for future applications in the management of AF. METHODS This study enrolled 157 patients with AF who underwent first-time catheter ablation between January 2015 and December 2017 at Taipei Veterans General Hospital. Three-dimensional (3D) U-Net models of the LA, right atrium (RA), and pericardium were used to develop a pipeline for total, LA-EAT, and RA-EAT automatic segmentation. We defined fat within the pericardium as tissue with attenuation between -190 and -30 HU and quantified the total EAT. Regions between the dilated endocardial boundaries and endocardial walls of the LA or RA within the pericardium were used to detect voxels attributed to fat, thus estimating LA-EAT and RA-EAT. RESULTS The LA, RA, and pericardium segmentation models achieved Dice coefficients of 0.960 ± 0.010, 0.945 ± 0.013, and 0.967 ± 0.006, respectively. The 3D segmentation models correlated well with the ground truth for the LA, RA, and pericardium ( r = 0.99 and p < 0.001 for all). The Dice coefficients of our proposed method for EAT, LA-EAT, and RA-EAT were 0.870 ± 0.027, 0.846 ± 0.057, and 0.841 ± 0.071, respectively. CONCLUSION Our proposed workflow for automatic LA, RA, and EAT segmentation using 3D U-Nets on CT images is reliable in patients with AF.
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Affiliation(s)
- Ling Kuo
- Department of Biomedical Imaging and Radiological Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
- Heart Rhythm Center, Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Department of Internal Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Guan-Jie Wang
- Department of Biomedical Imaging and Radiological Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Po-Hsun Su
- Department of Biomedical Imaging and Radiological Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Shih-Ling Chang
- Heart Rhythm Center, Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Department of Internal Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Yenn-Jiang Lin
- Heart Rhythm Center, Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Department of Internal Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Fa-Po Chung
- Heart Rhythm Center, Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Department of Internal Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Li-Wei Lo
- Heart Rhythm Center, Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Department of Internal Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Yu-Feng Hu
- Heart Rhythm Center, Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Department of Internal Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Chin-Yu Lin
- Heart Rhythm Center, Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Department of Internal Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Ting-Yung Chang
- Heart Rhythm Center, Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Department of Internal Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Shih-Ann Chen
- Heart Rhythm Center, Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Department of Internal Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
- Cardiovascular Center, Taichung Veterans General Hospital, Taichung, Taiwan, ROC
- College of Medicine, National Chung Hsing University, Taichung, Taiwan, ROC
| | - Chia-Feng Lu
- Department of Biomedical Imaging and Radiological Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
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10
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Mundt P, Hertel A, Tharmaseelan H, Nörenberg D, Papavassiliu T, Schoenberg SO, Froelich MF, Ayx I. Analysis of Epicardial Adipose Tissue Texture in Relation to Coronary Artery Calcification in PCCT: The EAT Signature! Diagnostics (Basel) 2024; 14:277. [PMID: 38337793 PMCID: PMC10854976 DOI: 10.3390/diagnostics14030277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Revised: 01/25/2024] [Accepted: 01/25/2024] [Indexed: 02/12/2024] Open
Abstract
(1) Background: Epicardial adipose tissue influences cardiac biology in physiological and pathological terms. As it is suspected to be linked to coronary artery calcification, identifying improved methods of diagnostics for these patients is important. The use of radiomics and the new Photon-Counting computed tomography (PCCT) may offer a feasible step toward improved diagnostics in these patients. (2) Methods: In this retrospective single-centre study epicardial adipose tissue was segmented manually on axial unenhanced images. Patients were divided into three groups, depending on the severity of coronary artery calcification. Features were extracted using pyradiomics. Mean and standard deviation were calculated with the Pearson correlation coefficient for feature correlation. Random Forest classification was applied for feature selection and ANOVA was performed for group comparison. (3) Results: A total of 53 patients (32 male, 21 female, mean age 57, range from 21 to 80 years) were enrolled in this study and scanned on the novel PCCT. "Original_glrlm_LongRunEmphasis", "original_glrlm_RunVariance", "original_glszm_HighGrayLevelZoneEmphasis", and "original_glszm_SizeZoneNonUniformity" were found to show significant differences between patients with coronary artery calcification (Agatston score 1-99/≥100) and those without. (4) Conclusions: Four texture features of epicardial adipose tissue are associated with coronary artery calcification and may reflect inflammatory reactions of epicardial adipose tissue, offering a potential imaging biomarker for atherosclerosis detection.
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Affiliation(s)
- Peter Mundt
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, 68167 Mannheim, Germany; (P.M.); (A.H.); (H.T.); (D.N.); (S.O.S.); (M.F.F.)
| | - Alexander Hertel
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, 68167 Mannheim, Germany; (P.M.); (A.H.); (H.T.); (D.N.); (S.O.S.); (M.F.F.)
| | - Hishan Tharmaseelan
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, 68167 Mannheim, Germany; (P.M.); (A.H.); (H.T.); (D.N.); (S.O.S.); (M.F.F.)
| | - Dominik Nörenberg
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, 68167 Mannheim, Germany; (P.M.); (A.H.); (H.T.); (D.N.); (S.O.S.); (M.F.F.)
| | - Theano Papavassiliu
- First Department of Internal Medicine-Cardiology, University Medical Centre Mannheim, and DZHK (German Centre for Cardiovascular Research), Partner Site Heidelberg/Mannheim, 68167 Mannheim, Germany
| | - Stefan O. Schoenberg
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, 68167 Mannheim, Germany; (P.M.); (A.H.); (H.T.); (D.N.); (S.O.S.); (M.F.F.)
| | - Matthias F. Froelich
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, 68167 Mannheim, Germany; (P.M.); (A.H.); (H.T.); (D.N.); (S.O.S.); (M.F.F.)
| | - Isabelle Ayx
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, 68167 Mannheim, Germany; (P.M.); (A.H.); (H.T.); (D.N.); (S.O.S.); (M.F.F.)
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11
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Xu S, Ma J, Zheng Y, Ren R, Li W, Zhao W, Ma Y, Zhou T, Zhang Y. Para-perirenal fat thickness is associated with reduced glomerular filtration rate regardless of other obesity-related indicators in patients with type 2 diabetes mellitus. PLoS One 2023; 18:e0293464. [PMID: 37883495 PMCID: PMC10602252 DOI: 10.1371/journal.pone.0293464] [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: 06/16/2023] [Accepted: 10/12/2023] [Indexed: 10/28/2023] Open
Abstract
PURPOSE To investigate the relationship between estimated glomerular filtration rate (eGFR) and para-perirenal fat thickness in comparison with other indices of adiposity in type 2 diabetes mellitus (T2DM). METHODS This single-center, retrospective and cross-sectional study evaluated 337 patients with T2DM. The obesity-related indicators including height, weight, body surface area (BSA), body mass index (BMI), waist circumference (WC), waist-to-hip ratio (WHR), para-perirenal fat thickness (PRFT), total abdominal fat (TAF), subcutaneous adipose tissue (SAT), visceral adipose tissue (VAT). eGFR was calculated by CKD-EPI equation. The correlation between eGFR and obesity-related indicators was performed by pearson or spearman correlation analysis and multivariate linear regression. RESULTS 337 subjects (mean age, 60.2 ± 11.6 years; 195 males, 57.9%) were evaluated. eGFR was negatively correlated with height, weight, BMI, PRFT, TAF, SAT, and VAT, among which the correlation between eGFR and PRFT was the strongest (r = -0.294, p< 0.001). eGFR remained the strongest correlation with PRFT in the subgroup separated by sex (r = -0.319 in the male subgroup, and -0.432 in the female subgroup, respectively, p < 0.001). Age and PRFT were the independent predictive factors for eGFR. PRFT was the best predictor of chronic kidney disease (CKD) in T2DM (AUC = 0.686, p = 0.001, 95% CI: 0.582-0.791). CKD in T2DM can be predicted well by linking age with PRFT (AUC = 0.708, p<0.001, 95% CI = 0.605-0.812). CONCLUSIONS PRFT is more closely related to glomerular filtration rate than other obesity-related indicators in T2DM. The model combining age with PRFT could predict CKD in T2DM well.
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Affiliation(s)
- Sunan Xu
- Department of Radiology, Qilu Hospital of Shandong University, Jinan, China
| | - Junqing Ma
- Department of Radiology, Qilu Hospital of Shandong University, Jinan, China
| | - Yongze Zheng
- Department of Radiology, Qilu Hospital of Shandong University, Jinan, China
| | - Ruichen Ren
- Department of Radiology, Qilu Hospital of Shandong University, Jinan, China
| | - Wenting Li
- Department of Radiology, Qilu Hospital of Shandong University, Jinan, China
| | - Wei Zhao
- Department of Radiology, Qilu Hospital of Shandong University, Jinan, China
| | - Yu Ma
- Department of Radiology, Shandong Rongjun General Hospital, Jinan, China
| | - Tao Zhou
- Department of Radiology, Tai’an First People’s Hospital, Tai’an, Shandong, China
| | - Yang Zhang
- Department of Radiology, Qilu Hospital of Shandong University, Jinan, China
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12
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Qi M, Janssen I, Barinas-Mitchell E, Budoff M, Brooks MM, Karlamangla AS, Derby CA, Chang CCH, Shields KJ, El Khoudary SR. The quantity and quality of cardiovascular fat at mid-life and future cognitive performance among women: The SWAN cardiovascular fat ancillary study. Alzheimers Dement 2023; 19:4073-4083. [PMID: 37212597 PMCID: PMC11221406 DOI: 10.1002/alz.13133] [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: 01/01/2023] [Revised: 04/10/2023] [Accepted: 04/12/2023] [Indexed: 05/23/2023]
Abstract
INTRODUCTION Cardiovascular fat is a novel risk factor that may link to dementia. Fat volume and radiodensity are measurements of fat quantity and quality, respectively. Importantly, high fat radiodensity could indicate healthy or adverse metabolic processes. METHODS The associations of cardiovascular fat (including epicardial, paracardial, and thoracic perivascular adipose tissue [PVAT]) quantity and quality assessed at mean age of 51 with subsequent cognitive performance measured repeatedly over 16 years of follow-up were examined using mixed models among 531 women. RESULTS Higher thoracic PVAT volume was associated with a higher future episodic memory (β[standard error (SE)] = 0.08 [0.04], P = 0.033), while higher thoracic PVAT radiodensity with lower future episodic (β[SE] = -0.06 [0.03], P = 0.045) and working (β[SE] = -0.24 [0.08], P = 0.003) memories. The latter association is prominent at higher volume of thoracic PVAT. DISCUSSION Mid-life thoracic PVAT may have a distinct contribution to future cognition possibly due to its distinct adipose tissue type (brown fat) and anatomical proximity to the brain circulation. HIGHLIGHTS Higher mid-life thoracic perivascular adipose tissue (thoracic PVAT) volume is related to a better future episodic memory in women. Higher mid-life thoracic PVAT radiodensity is related to worse future working and episodic memories. Negative association of high thoracic PVAT radiodensity with working memory is prominent at higher thoracic PVAT volume. Mid-life thoracic PVAT is linked to future memory loss, an early sign of Alzheimer's disease. Mid-life women's epicardial and paracardial fat are not related to future cognition.
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Affiliation(s)
- Meiyuzhen Qi
- University of Pittsburgh School of Public Health, Department of Epidemiology, Pittsburgh, PA, 15261, USA
| | - Imke Janssen
- Rush University Rush Medical Center, Department of Preventive Medicine, Chicago, IL, 60612, USA
| | - Emma Barinas-Mitchell
- University of Pittsburgh School of Public Health, Department of Epidemiology, Pittsburgh, PA, 15261, USA
| | - Matthew Budoff
- Harbor-UCLA Medical Center, Lundquist Institute, Torrance, CA, 90509, USA
| | - Maria M. Brooks
- University of Pittsburgh School of Public Health, Department of Epidemiology, Pittsburgh, PA, 15261, USA
| | - Arun S. Karlamangla
- University of California Los Angeles David Geffen School of Medicine, Los Angeles, CA, 90095, USA
| | - Carol A. Derby
- Albert Einstein College of Medicine Department of Neurology and Department of Epidemiology & Public Health, Bronx, NY, 10461, USA
| | - Chung-Chou H. Chang
- University of Pittsburgh School of Public Health, Department of Epidemiology, Pittsburgh, PA, 15261, USA
| | | | - Samar R. El Khoudary
- University of Pittsburgh School of Public Health, Department of Epidemiology, Pittsburgh, PA, 15261, USA
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13
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Shen J, Zhu D, Chen L, Cang J, Zhao Z, Ji Y, Liu S, Miao H, Liu Y, Zhou Q, He Y, Cai J. Relationship between epicardial adipose tissue measured by computed tomography and premature ventricular complexes originating from different sites. Europace 2023; 25:euad102. [PMID: 37083023 PMCID: PMC10228628 DOI: 10.1093/europace/euad102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Accepted: 03/27/2023] [Indexed: 04/22/2023] Open
Abstract
AIMS This study aims to explore the association between the features of epicardial adipose tissue (EAT) in different zones and premature ventricular complexes (PVCs) originating from different sites by computed tomography (CT). METHODS AND RESULTS A total of 136 patients who underwent radiofrequency ablation for PVCs were incorporated in this study. One hundred and thirty-six matched controls were included in this study using the case-control method (1:1 matching). PVCs were classified into four subgroups: (1) right ventricular outflow tract (RVOT-PVCs), (2) non-RVOT of the right ventricle (RV-PVCs), (3) left ventricular outflow tract (LVOT-PVCs), and (4) non-LVOT of the left ventricle (LV-PVCs). The volume and density of EAT were quantified by CT. Patients with PVCs had a significantly higher volume and lower density of EAT than the controls (P < 0.001). The LVOT-PVCs and LV-PVCs had a higher left ventricle periventricular EAT volume (LV-EATv) proportion (P < 0.05). The right ventricle periventricular EAT volume (RV-EATv) proportion was higher in ROVT-PVCs and LVOT-PVCs (P < 0.05). RVOT-PVC patients had a higher volume ratio and a smaller density differential (P < 0.05). Patients with LVOT-PVCs had a lower volume ratio and the LV-PVCs showed a greater density differential (P < 0.05). CONCLUSION Higher volume and lower density of EAT were significantly associated with frequent PVCs. The RVOT-PVC patients had a higher volume ratio and a smaller density differential. The LVOT-PVCs had a lower volume ratio and the LV-PVCs showed a greater density differential. These suggest a link between EAT structural properties and PVCs and a potential role for regional EAT in the development of PVCs.
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Affiliation(s)
- Junxian Shen
- Department of Cardiology, Zhongda Hospital of Southeast University, Southeast University,Nanjing, China
| | - Didi Zhu
- Department of Cardiology, Zhongda Hospital of Southeast University, Central Gate Street, Gulou District, Nanjing City, Jiangsu Province 210009, China
| | - Long Chen
- Department of Cardiology, Zhongda Hospital of Southeast University, Central Gate Street, Gulou District, Nanjing City, Jiangsu Province 210009, China
| | - Jiehui Cang
- Department of Cardiology, Zhongda Hospital of Southeast University, Southeast University,Nanjing, China
| | - Zhen Zhao
- Department of Radiology, Zhongda Hospital of Southeast University, Nanjing, China
| | - Yuqin Ji
- Department of Cardiology, Zhongda Hospital of Southeast University, Central Gate Street, Gulou District, Nanjing City, Jiangsu Province 210009, China
| | - Shangshang Liu
- Department of Cardiology, Zhongda Hospital of Southeast University, Southeast University,Nanjing, China
| | - Hongyu Miao
- Department of Cardiology, Zhongda Hospital of Southeast University, Southeast University,Nanjing, China
| | - Yaowu Liu
- Department of Cardiology, Zhongda Hospital of Southeast University, Central Gate Street, Gulou District, Nanjing City, Jiangsu Province 210009, China
| | - Qianxing Zhou
- Department of Cardiology, Zhongda Hospital of Southeast University, Central Gate Street, Gulou District, Nanjing City, Jiangsu Province 210009, China
| | - Yanru He
- Department of Cardiology, Zhongda Hospital of Southeast University, Central Gate Street, Gulou District, Nanjing City, Jiangsu Province 210009, China
| | - Junyan Cai
- Department of Cardiology, Zhongda Hospital of Southeast University, Central Gate Street, Gulou District, Nanjing City, Jiangsu Province 210009, China
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Li C, Liu X, Adhikari BK, Chen L, Liu W, Wang Y, Zhang H. The role of epicardial adipose tissue dysfunction in cardiovascular diseases: an overview of pathophysiology, evaluation, and management. Front Endocrinol (Lausanne) 2023; 14:1167952. [PMID: 37260440 PMCID: PMC10229094 DOI: 10.3389/fendo.2023.1167952] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 04/21/2023] [Indexed: 06/02/2023] Open
Abstract
In recent decades, the epicardial adipose tissue (EAT) has been at the forefront of scientific research because of its diverse role in the pathogenesis of cardiovascular diseases (CVDs). EAT lies between the myocardium and the visceral pericardium. The same microcirculation exists both in the epicardial fat and the myocardium. Under physiological circumstances, EAT serves as cushion and protects coronary arteries and myocardium from violent distortion and impact. In addition, EAT acts as an energy lipid source, thermoregulator, and endocrine organ. Under pathological conditions, EAT dysfunction promotes various CVDs progression in several ways. It seems that various secretions of the epicardial fat are responsible for myocardial metabolic disturbances and, finally, leads to CVDs. Therefore, EAT might be an early predictor of CVDs. Furthermore, different non-invasive imaging techniques have been proposed to identify and assess EAT as an important parameter to stratify the CVD risk. We also present the potential therapeutic possibilities aiming at modifying the function of EAT. This paper aims to provide overview of the potential role of EAT in CVDs, discuss different imaging techniques to assess EAT, and provide potential therapeutic options for EAT. Hence, EAT may represent as a potential predictor and a novel therapeutic target for management of CVDs in the future.
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Affiliation(s)
- Cheng Li
- Department of Cardiovascular Center, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Xinyu Liu
- School of Basic Medical Sciences, Changchun University of Chinese Medicine, Changchun, Jilin, China
| | | | - Liping Chen
- Department of Echocardiography, Cardiovascular Center, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Wenyun Liu
- Department of Radiology, The First Hospital of Jilin University, Jilin Provincial Key Laboratory of Medical Imaging and Big Data, Changchun, Jilin, China
| | - Yonggang Wang
- Department of Cardiovascular Center, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Huimao Zhang
- Department of Radiology, The First Hospital of Jilin University, Jilin Provincial Key Laboratory of Medical Imaging and Big Data, Changchun, Jilin, China
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Agnese M, Toia P, Sollami G, Militello C, Rundo L, Vitabile S, Maffei E, Agnello F, Gagliardo C, Grassedonio E, Galia M, Cademartiri F, Midiri M, La Grutta L. Epicardial and thoracic subcutaneous fat texture analysis in patients undergoing cardiac CT. Heliyon 2023; 9:e15984. [PMID: 37215845 PMCID: PMC10196784 DOI: 10.1016/j.heliyon.2023.e15984] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 04/09/2023] [Accepted: 04/28/2023] [Indexed: 05/24/2023] Open
Abstract
Introduction The aim of our study was to evaluate the feasibility of texture analysis of epicardial fat (EF) and thoracic subcutaneous fat (TSF) in patients undergoing cardiac CT (CCT). Materials and methods We compared a consecutive population of 30 patients with BMI ≤25 kg/m2 (Group A, 60.6 ± 13.7 years) with a control population of 30 patients with BMI >25 kg/m2 (Group B, 63.3 ± 11 years). A dedicated computer application for quantification of EF and a texture analysis application for the study of EF and TSF were employed. Results The volume of EF was higher in group B (mean 116.1 cm3 vs. 86.3 cm3, p = 0.014), despite no differences were found neither in terms of mean density (-69.5 ± 5 HU vs. -68 ± 5 HU, p = 0.28), nor in terms of quartiles distribution (Q1, p = 0.83; Q2, p = 0.22, Q3, p = 0.83, Q4, p = 0.34). The discriminating parameters of the histogram class were mean (p = 0.02), 0,1st (p = 0.001), 10th (p = 0.002), and 50th percentiles (p = 0.02). DifVarnc was the discriminating parameter of the co-occurrence matrix class (p = 0.007).The TSF thickness was 15 ± 6 mm in group A and 19.5 ± 5 mm in group B (p = 0.003). The TSF had a mean density of -97 ± 19 HU in group A and -95.8 ± 19 HU in group B (p = 0.75). The discriminating parameters of texture analysis were 10th (p = 0.03), 50th (p = 0.01), 90th percentiles (p = 0.04), S(0,1)SumAverg (p = 0.02), S(1,-1)SumOfSqs (p = 0.02), S(3,0)Contrast (p = 0.03), S(3,0)SumAverg (p = 0.02), S(4,0)SumAverg (p = 0.04), Horzl_RLNonUni (p = 0.02), and Vertl_LngREmph (p = 0.0005). Conclusions Texture analysis provides distinctive radiomic parameters of EF and TSF. EF and TSF had different radiomic features as the BMI varies.
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Affiliation(s)
- Manfredi Agnese
- Department of Biomedicine, Neurosciences and Advanced Diagnostics - BIND, University of Palermo, Via del Vespro 127, 90100, Palermo, Italy
| | - Patrizia Toia
- Department of Biomedicine, Neurosciences and Advanced Diagnostics - BIND, University of Palermo, Via del Vespro 127, 90100, Palermo, Italy
| | - Giulia Sollami
- Department of Biomedicine, Neurosciences and Advanced Diagnostics - BIND, University of Palermo, Via del Vespro 127, 90100, Palermo, Italy
| | - Carmelo Militello
- Institute for High-Performance Computing and Networking, National Research Council (ICAR-CNR), Palermo, Italy
| | - Leonardo Rundo
- Department of Information and Electrical Engineering and Applied Mathematics (DIEM), University of Salerno, Salerno, Italy
| | - Salvatore Vitabile
- Department of Biomedicine, Neurosciences and Advanced Diagnostics - BIND, University of Palermo, Via del Vespro 127, 90100, Palermo, Italy
| | - Erica Maffei
- Department of Radiology, Fondazione Monasterio, Pisa, Italy
| | - Francesco Agnello
- Department of Biomedicine, Neurosciences and Advanced Diagnostics - BIND, University of Palermo, Via del Vespro 127, 90100, Palermo, Italy
| | - Cesare Gagliardo
- Department of Biomedicine, Neurosciences and Advanced Diagnostics - BIND, University of Palermo, Via del Vespro 127, 90100, Palermo, Italy
| | - Emanuele Grassedonio
- Department of Biomedicine, Neurosciences and Advanced Diagnostics - BIND, University of Palermo, Via del Vespro 127, 90100, Palermo, Italy
| | - Massimo Galia
- Department of Biomedicine, Neurosciences and Advanced Diagnostics - BIND, University of Palermo, Via del Vespro 127, 90100, Palermo, Italy
| | | | - Massimo Midiri
- Department of Biomedicine, Neurosciences and Advanced Diagnostics - BIND, University of Palermo, Via del Vespro 127, 90100, Palermo, Italy
| | - Ludovico La Grutta
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties - ProMISE, University of Palermo, Palermo, 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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Ilyushenkova J, Sazonova S, Popov E, Batalov R, Minin S, Romanov A. Radiomic Phenotype of Periatrial Adipose Tissue in the Prognosis of Late Postablation Recurrence of Idiopathic Atrial Fibrillation. Sovrem Tekhnologii Med 2023; 15:48-58. [PMID: 37389017 PMCID: PMC10306967 DOI: 10.17691/stm2023.15.2.05] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Indexed: 07/01/2023] Open
Abstract
The aim of the study is to find new predictors of postablation atrial fibrillation (AF) recurrence in patients with lone AF using a texture analysis of the periatrial adipose tissue (PAAT) of the left atrium. Materials and Methods Forty-three patients admitted for lone AF catheter ablation, who had undergone multispiral coronary angiography, were enrolled in the study. PAAT segmentation was performed using 3D Slicer application followed by extraction of 93 radiomic features. At the end of the follow-up period, patients were divided into 2 groups depending on the presence or absence of AF recurrence. Results 12 months of follow-up after catheter ablation, postablation AF recurrence was reported in 19 out of 43 patients. Of 93 extracted radiomic features of PAAT, statistically significant differences were observed for 3 features of the Gray Level Size Zone matrix. At the same time, only one radiomic feature of PAAT, Size Zone Non Uniformity Normalized, was an independent predictor of postablative recurrence of AF after catheter ablation and 12 months of follow-up (McFadden's R2=0.451, OR - 0.506, 95% CI: 0.331‒0.776, p<0.001). Conclusion The radiomic analysis of periatrial adipose tissue may be considered as a promising non-invasive method for predicting adverse outcomes of the catheter treatment, which opens the possibilities for planning and correction of patient management tactics after intervention.
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Affiliation(s)
- J.N. Ilyushenkova
- Senior Researcher, Nuclear Medicine Department; Cardiology Research Institute, Tomsk National Research Medical Center of the Russian Academy of Sciences, 111a Kievskaya St., Tomsk, 634012, Russia
| | - S.I. Sazonova
- Head of Nuclear Medicine Department; Cardiology Research Institute, Tomsk National Research Medical Center of the Russian Academy of Sciences, 111a Kievskaya St., Tomsk, 634012, Russia
| | - E.V. Popov
- PhD Student, Nuclear Medicine Department; Cardiology Research Institute, Tomsk National Research Medical Center of the Russian Academy of Sciences, 111a Kievskaya St., Tomsk, 634012, Russia
| | - R.E. Batalov
- Leading Researcher, Department of Surgical Treatment of Advanced Heart Rhythm Disorders and Pacing; Cardiology Research Institute, Tomsk National Research Medical Center of the Russian Academy of Sciences, 111a Kievskaya St., Tomsk, 634012, Russia
| | - S.M. Minin
- Head of the Nuclear Diagnosis Unit, Department of Radiological and Functional Diagnosis; Meshalkin National Medical Research Center of the Ministry of Health of the Russian Federation, 15 Rechkunovskaya St., 630055, Novosibirsk, Russia
| | - A.B. Romanov
- Deputy Director for Science; Meshalkin National Medical Research Center of the Ministry of Health of the Russian Federation, 15 Rechkunovskaya St., 630055, Novosibirsk, Russia
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18
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Ginting RP, Lee JM, Lee MW. The Influence of Ambient Temperature on Adipose Tissue Homeostasis, Metabolic Diseases and Cancers. Cells 2023; 12:cells12060881. [PMID: 36980222 PMCID: PMC10047443 DOI: 10.3390/cells12060881] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 03/10/2023] [Accepted: 03/10/2023] [Indexed: 03/14/2023] Open
Abstract
Adipose tissue is a recognized energy storage organ during excessive energy intake and an endocrine and thermoregulator, which interacts with other tissues to regulate systemic metabolism. Adipose tissue dysfunction is observed in most obese mouse models and humans. However, most studies using mouse models were conducted at room temperature (RT), where mice were chronically exposed to mild cold. In this condition, energy use is prioritized for thermogenesis to maintain body temperature in mice. It also leads to the activation of the sympathetic nervous system, followed by the activation of β-adrenergic signaling. As humans live primarily in their thermoneutral (TN) zone, RT housing for mice limits the interpretation of disease studies from mouse models to humans. Therefore, housing mice in their TN zone (~28–30 °C) can be considered to mimic humans physiologically. However, factors such as temperature ranges and TN pre-acclimatization periods should be examined to obtain reliable results. In this review, we discuss how adipose tissue responds to housing temperature and the outcomes of the TN zone in metabolic disease studies. This review highlights the critical role of TN housing in mouse models for studying adipose tissue function and human metabolic diseases.
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Affiliation(s)
- Rehna Paula Ginting
- Department of Integrated Biomedical Science, Soonchunhyang University, Cheonan 31151, Republic of Korea
| | - Ji-Min Lee
- Soonchunhyang Institute of Medi-Bio Science (SIMS), Soonchunhyang University, Cheonan 31151, Republic of Korea
| | - Min-Woo Lee
- Department of Integrated Biomedical Science, Soonchunhyang University, Cheonan 31151, Republic of Korea
- Soonchunhyang Institute of Medi-Bio Science (SIMS), Soonchunhyang University, Cheonan 31151, Republic of Korea
- Correspondence: ; Tel.: +82-41-413-5029
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Sadouni M, Duquet-Armand M, Alkeddeh MG, El-Far M, Larouche-Anctil E, Tremblay C, Baril JG, Trottier B, Chartrand-Lefebvre C, Durand M. Epicardial fat density, coronary artery disease and inflammation in people living with HIV. Medicine (Baltimore) 2023; 102:e32980. [PMID: 36862874 PMCID: PMC9981370 DOI: 10.1097/md.0000000000032980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/04/2023] Open
Abstract
Studies have shown an increased risk of coronary artery disease (CAD) in the human immunodeficiency virus (HIV) population. Epicardial fat (EF) quality may be linked to this increased risk. In our study, we evaluated the associations between EF density, a qualitative characteristic of fat, and inflammatory markers, cardiovascular risk factors, HIV-related parameters, and CAD. Our study was cross-sectional, nested in the Canadian HIV and Aging Cohort Study, a large prospective cohort that includes participants living with HIV (PLHIV) and healthy controls. Participants underwent cardiac computed tomography angiography to measure volume and density of EF, coronary artery calcium score, coronary plaque, and low attenuation plaque volume. Association between EF density, cardiovascular risk factors, HIV parameters, and CAD were evaluated using adjusted regression analysis. A total of 177 PLHIV and 83 healthy controls were included in this study. EF density was similar between the two groups (-77.4 ± 5.6 HU for PLHIV and -77.0 ± 5.6 HU for uninfected controls, P = .162). Multivariable models showed positive association between EF density and coronary calcium score (odds ratio, 1.07, P = .023). Among the soluble biomarkers measured in our study, adjusted analyses showed that IL2Rα, tumor necrosis factor alpha and luteizing hormone were significantly associated with EF density. Our study showed that an increase in EF density was associated with a higher coronary calcium score and with inflammatory markers in a population that includes PLHIV.
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Affiliation(s)
- Manel Sadouni
- Centre hospitalier de l’Université de Montréal (CHUM) Research Center, Montreal, Canada
- Université de Montréal, Montreal, Canada
| | - Marie Duquet-Armand
- Centre hospitalier de l’Université de Montréal (CHUM) Research Center, Montreal, Canada
- Université de Montréal, Montreal, Canada
- Radiology, CHUM, Montreal, Canada
| | | | - Mohamed El-Far
- Centre hospitalier de l’Université de Montréal (CHUM) Research Center, Montreal, Canada
- Université de Montréal, Montreal, Canada
| | - Etienne Larouche-Anctil
- Centre hospitalier de l’Université de Montréal (CHUM) Research Center, Montreal, Canada
- Université de Montréal, Montreal, Canada
| | - Cécile Tremblay
- Centre hospitalier de l’Université de Montréal (CHUM) Research Center, Montreal, Canada
- Université de Montréal, Montreal, Canada
- Microbiology, CHUM, Montreal, Canada
| | - Jean-Guy Baril
- Centre hospitalier de l’Université de Montréal (CHUM) Research Center, Montreal, Canada
- Université de Montréal, Montreal, Canada
- Medical Clinic Quartier Latin, Montreal, Canada
| | | | - Carl Chartrand-Lefebvre
- Centre hospitalier de l’Université de Montréal (CHUM) Research Center, Montreal, Canada
- Université de Montréal, Montreal, Canada
- Radiology, CHUM, Montreal, Canada
| | - Madeleine Durand
- Centre hospitalier de l’Université de Montréal (CHUM) Research Center, Montreal, Canada
- Université de Montréal, Montreal, Canada
- Internal Medicine, CHUM, Montreal, Canada
- *Correspondence: Madeleine Durand, CHUM (University of Montreal Medical Center), 850 Rue Saint-Denis, Montréal, QC H2X 0A9, Canada (e-mail: )
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20
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Heseltine T, Hughes E, Mattew J, Murray S, Ortega-Martorell S, Olier I, Dey D, Lip GYH, Khoo S. The association of epicardial adipose tissue volume and density with coronary calcium in HIV-positive and HIV-negative patients. J Infect 2023; 86:376-384. [PMID: 36801347 DOI: 10.1016/j.jinf.2023.02.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 01/27/2023] [Accepted: 02/13/2023] [Indexed: 02/18/2023]
Abstract
AIMS We sought to assess and compare the association of epicardial adipose tissue (EAT) with cardiovascular disease (CVD) in HIV-positive and HIV-negative groups. METHODS AND RESULTS Using existing clinical databases, we analyzed 700 patients (195 HIV-positive, 505 HIV-negative). CVD was quantified by the presence of coronary calcification from both dedicated cardiac computed tomography (CT) and non-dedicated CT of the thorax. Epicardial adipose tissue (EAT) was quantified using dedicated software. The HIV-positive group had lower mean age (49.2 versus 57.8, p < 0.005), higher proportion of male sex (75.9 % versus 48.1 %, p < 0.005), and lower rates of coronary calcification (29.2 % versus 58.2 %, p < 0.005). Mean EAT volume was also lower in the HIV-positive group (68mm3 versus 118.3mm3, p < 0.005). Multiple linear regression demonstrated EAT volume was associated with hepatosteatosis (HS) in the HIV-positive group but not the HIV-negative group after adjustment for BMI (p < 0.005 versus p = 0.066). In the multivariate analysis, after adjustment for CVD risk factors, age, sex, statin use, and body mass index (BMI), EAT volume and hepatosteatosis were significantly associated with coronary calcification (odds ratio [OR] 1.14, p < 0.005 and OR 3.17, p < 0.005 respectively). In the HIV-negative group, the only significant association with EAT volume after adjustment was total cholesterol (OR 0.75, p = 0.012). CONCLUSIONS We demonstrated a strong and significant independent association of EAT volume and coronary calcium, after adjustment, in HIV-positive group but not in the HIV-negative group. This result hints at differences in the mechanistic drivers of atherosclerosis between HIV-positive and HIV-negative groups.
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Affiliation(s)
- Thomas Heseltine
- Department of Cardiology, Royal Liverpool University Hospital, Liverpool UK; Institute of Translational Medicine, University of Liverpool, Liverpool, UK; Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, Liverpool UK.
| | - Elen Hughes
- Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, Liverpool UK
| | - Jean Mattew
- Department of Cardiology, Royal Liverpool University Hospital, Liverpool UK
| | - Scott Murray
- Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, Liverpool UK
| | - Sandra Ortega-Martorell
- Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, Liverpool UK; School of Computer Science and Mathematics, Liverpool John Moores University, Liverpool UK
| | - Ivan Olier
- Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, Liverpool UK; School of Computer Science and Mathematics, Liverpool John Moores University, Liverpool UK
| | - Damini Dey
- Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, Los Angeles, USA
| | - Gregory Y H Lip
- Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, Liverpool UK
| | - Saye Khoo
- Institute of Translational Medicine, University of Liverpool, Liverpool, UK
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21
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van Woerden G, van Veldhuisen DJ, Westenbrink BD, de Boer RA, Rienstra M, Gorter TM. Connecting epicardial adipose tissue and heart failure with preserved ejection fraction: mechanisms, management and modern perspectives. Eur J Heart Fail 2022; 24:2238-2250. [PMID: 36394512 PMCID: PMC10100217 DOI: 10.1002/ejhf.2741] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Revised: 10/19/2022] [Accepted: 11/16/2022] [Indexed: 11/19/2022] Open
Abstract
Obesity is very common in patients with heart failure with preserved ejection fraction (HFpEF) and it has been suggested that obesity plays an important role in the pathophysiology of this disease. While body mass index defines the presence of obesity, this measure provides limited information on visceral adiposity, which is probably more relevant in the pathophysiology of HFpEF. Epicardial adipose tissue is the visceral fat situated directly adjacent to the heart and recent data demonstrate that accumulation of epicardial adipose tissue is associated with the onset, symptomatology and outcome of HFpEF. However, the mechanisms by which epicardial adipose tissue may be involved in HFpEF remain unclear. It is also questioned whether epicardial adipose tissue may be a specific target for therapy for this disease. In the present review, we describe the physiology of epicardial adipose tissue and the pathophysiological transformation of epicardial adipose tissue in response to chronic inflammatory diseases, and we postulate conceptual mechanisms on how epicardial adipose tissue may be involved in HFpEF pathophysiology. Lastly, we outline potential treatment strategies, knowledge gaps and directions for further research.
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Affiliation(s)
- Gijs van Woerden
- Department of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Dirk J van Veldhuisen
- Department of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - B Daan Westenbrink
- Department of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Rudolf A de Boer
- Department of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Michiel Rienstra
- Department of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Thomas M Gorter
- Department of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
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22
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Ilyushenkova J, Sazonova S, Popov E, Zavadovsky K, Batalov R, Archakov E, Moskovskih T, Popov S, Minin S, Romanov A. Radiomic phenotype of epicardial adipose tissue in the prognosis of atrial fibrillation recurrence after catheter ablation in patients with lone atrial fibrillation. J Arrhythm 2022; 38:682-693. [PMID: 36237852 PMCID: PMC9535779 DOI: 10.1002/joa3.12760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 07/10/2022] [Accepted: 07/18/2022] [Indexed: 11/30/2022] Open
Abstract
Background Epicardial adipose tissue (EAT) has been considered as one of the probable triggers of atrial fibrillation (AF). CT-rediomics is a perspective noninvasive method of assessment of EAT. We evaluate the radiomic phenotype of EAT in patients with lone AF in the prognosis of AF recurrence after catheter ablation. Methods A total of 43 patients with lone AF referred for CA and 20 out-hospital patients without arrhythmia underwent multidetector computed tomography coronary angiography. Segmentation of EAT and extraction radiomic features were performed on calcium scoring series using by 3D-Slicer. Clinical follow-up was performed for 12 months period after the CA. Results EAT in patients with lone AF had a distinct radiomic phenotype. Thus, 45 of 93 calculated radiomic features, volume and attenuation of EAT were significantly different between patients with lone AF and persons without any arrhythmia. In addition, 17 radiomic features were significantly different in subgroups with and without AF recurrence. Multivariate regression analysis demonstrated that only gray level nonuniformity normalized (GLSZM) was an independent predictor of AF recurrence (OR 1.0027, 95%CI 1.0009-1.0044, p = 0.002). ROC analysis data showed that GLSZM >1227.4 indicates high probability of AF recurrence during 12 months (sensitivity 89.4%, specificity 70.8%, AUC: 0.809; p = 0.001). Conclusion The radiomic parameter GLSZM is associated with late AF recurrence after CA in patients with lone AF. In current study GLSZM was a stronger predictor of lone AF recurrence in multivariate analysis comparing with other established risk factors and EAT volume and attenuation.
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Affiliation(s)
- Julia Ilyushenkova
- Cardiology Research Institute, Tomsk National Research Medical CentreRussian Academy of SciencesTomskRussian Federation
| | - Svetlana Sazonova
- Cardiology Research Institute, Tomsk National Research Medical CentreRussian Academy of SciencesTomskRussian Federation
| | - Evgeny Popov
- Cardiology Research Institute, Tomsk National Research Medical CentreRussian Academy of SciencesTomskRussian Federation
| | - Konstantin Zavadovsky
- Cardiology Research Institute, Tomsk National Research Medical CentreRussian Academy of SciencesTomskRussian Federation
| | - Roman Batalov
- Cardiology Research Institute, Tomsk National Research Medical CentreRussian Academy of SciencesTomskRussian Federation
| | - Evgeny Archakov
- Cardiology Research Institute, Tomsk National Research Medical CentreRussian Academy of SciencesTomskRussian Federation
| | - Tatyana Moskovskih
- Cardiology Research Institute, Tomsk National Research Medical CentreRussian Academy of SciencesTomskRussian Federation
| | - Sergey Popov
- Cardiology Research Institute, Tomsk National Research Medical CentreRussian Academy of SciencesTomskRussian Federation
| | - Stanislav Minin
- E. Meshalkin National Medical Research Ministry of Health of the Russian FederationNovosibirskRussian Federation
| | - Alexander Romanov
- E. Meshalkin National Medical Research Ministry of Health of the Russian FederationNovosibirskRussian Federation
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23
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Ectopic Fat and Cardiac Health in People with HIV: Serious as a Heart Attack. Curr HIV/AIDS Rep 2022; 19:415-424. [PMID: 35962851 DOI: 10.1007/s11904-022-00620-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/03/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE OF REVIEW This study aims to summarize knowledge of alterations in adipose tissue distribution among people with HIV (PWH), with a focus on the cardiac depot and how this relates to the known higher risk of cardiovascular disease in this unique population. RECENT FINDINGS Similar to the general population, cardiac fat depots mirror visceral adipose tissue in PWH. However, altered fat distribution, altered fat quality, and higher prevalence of enlarged epicardial adipose tissue depots are associated with increased coronary artery disease among PWH. Adipose tissue disturbances present in PWH ultimately contribute to increased risk of cardiovascular disease beyond traditional risk factors. Future research should aim to understand how regulating adipose tissue quantity and quality can modify cardiovascular risk.
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24
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Wang Q, Chi J, Wang C, Yang Y, Tian R, Chen X. Epicardial Adipose Tissue in Patients with Coronary Artery Disease: A Meta-Analysis. J Cardiovasc Dev Dis 2022; 9:jcdd9080253. [PMID: 36005417 PMCID: PMC9410067 DOI: 10.3390/jcdd9080253] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2022] [Revised: 08/02/2022] [Accepted: 08/03/2022] [Indexed: 12/14/2022] Open
Abstract
Objective: The aim of this study is to assess the association between epicardial adipose tissue (EAT) and coronary artery disease (CAD) via meta−analysis. Methods: Specific searches of online databases from January 2000 to May 2022 were conducted. All observational studies evaluating the association between EAT and CAD in PubMed, Web of Science, and the Cochrane Library databases were screened. A meta-analysis was conducted following the Preferred Reporting Items for Systematic Reviews and Meta−Analyses guidelines (PRISMA). In total, 21 studies encompassing 4975 subjects met the inclusion criteria, including 2377 diagnosed and assigned as the CAD group, while the other 2598 were assigned as the non−CAD group. Subjects in the CAD group were further divided into the severe stenosis group (stenosis ≥ 50%, n = 846) and the mild/moderate stenosis group (stenosis < 50%, n = 577). Results: Both the volume and thickness of EAT in the CAD group were larger compared to the non−CAD group (p < 0.00001). In a subgroup analysis within the CAD group, the severe stenosis group had a larger volume and thickness with respect to EAT when compared to the mild/moderate group (p < 0.001). Conclusions: The enlargement of EAT presented in CAD patients with an association with CAD severity. Although limited by different CAD types and measuring methods for EAT, as well as a smaller sample size, our results suggest that EAT is a novel predictor and a potential therapeutic target for CAD.
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Affiliation(s)
- Qingpeng Wang
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Jiangyang Chi
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Chen Wang
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Yun Yang
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Rui Tian
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Xinzhong Chen
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
- Correspondence:
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Bao W, Chen C, Yang M, Qin L, Xu Z, Yan F, Yang W. A preliminary coronary computed tomography angiography-based study of perivascular fat attenuation index: relation with epicardial adipose tissue and its distribution over the entire coronary vasculature. Eur Radiol 2022; 32:6028-6036. [PMID: 35389051 DOI: 10.1007/s00330-022-08781-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 03/22/2022] [Accepted: 03/27/2022] [Indexed: 11/28/2022]
Abstract
OBJECTIVES To investigate the perivascular fat attenuation index (FAI) in association with epicardial adipose tissue (EAT) parameters and its distribution over the entire coronary vasculature in patients with known or suspected coronary artery disease (CAD). METHODS Patients with known or suspected CAD who underwent coronary computed tomography angiography from January 1, 2019, to June 1, 2019, were retrospectively included. The perivascular FAI was quantified on four main epicardial coronary arteries and seven coronary segments. Moreover, EAT density and volume were measured. RESULTS We included 192 consecutive patients (55 without coronary plaque [mean age 46.4 ± 13.2 years, 69.1% male] and 137 with coronary plaque [mean age 57.9 ± 13.0 years, 84.7% male]). EAT density was lower than perivascular FAI in both groups, but they exhibited substantial correlation (- 83.33 ± 4.54 vs. - 78.22 ± 6.52 HU, p < 0.001; r = 0.667 in plaque- patients and - 83.11 ± 4.48 vs. - 77.81 ± 5.63 HU, p < 0.001; r = 0.778 in plaque+ patients). The left main coronary artery had the highest perivascular FAI, followed by the left circumflex artery. The perivascular FAI in proximal segments was significantly higher compared to that in distal segments (all p < 0.05). Furthermore, the presence of plaque did not alter perivascular FAI on the patient or segmental level. CONCLUSION The perivascular FAI was significantly higher than EAT density and correlated substantially with EAT density. The perivascular FAI distribution over the entire coronary tree varied and prompted for vessel-specific or segment-specific thresholds to determine abnormal perivascular FAI in practice. KEY POINTS • The perivascular FAI correlated well with EAT density and had higher values than EAT density. • The distributions of perivascular FAI differ between coronary vessels or segments; considering segment and vessel confounding factors while conducting a perivascular FAI study is necessary. • No significant difference of perivascular FAI was observed between patients without and with coronary plaque, nor between coronary segments without plaque and those with plaque.
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Affiliation(s)
- Wenrui Bao
- Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin Er Road, Shanghai, 200025, China
| | - Chihua Chen
- Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin Er Road, Shanghai, 200025, China
| | - Min Yang
- Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin Er Road, Shanghai, 200025, China
| | - Le Qin
- Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin Er Road, Shanghai, 200025, China
| | - Zhihan Xu
- Siemens Healthineers CT Collaboration, Shanghai, China
| | - Fuhua Yan
- Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin Er Road, Shanghai, 200025, China
| | - Wenjie Yang
- Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No. 197 Ruijin Er Road, Shanghai, 200025, China.
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Abstract
Interest in epicardial adipose tissue (EAT) is growing rapidly, and research in this area appeals to a broad, multidisciplinary audience. EAT is unique in its anatomy and unobstructed proximity to the heart and has a transcriptome and secretome very different from that of other fat depots. EAT has physiological and pathological properties that vary depending on its location. It can be highly protective for the adjacent myocardium through dynamic brown fat-like thermogenic function and harmful via paracrine or vasocrine secretion of pro-inflammatory and profibrotic cytokines. EAT is a modifiable risk factor that can be assessed with traditional and novel imaging techniques. Coronary and left atrial EAT are involved in the pathogenesis of coronary artery disease and atrial fibrillation, respectively, and it also contributes to the development and progression of heart failure. In addition, EAT might have a role in coronavirus disease 2019 (COVID-19)-related cardiac syndrome. EAT is a reliable potential therapeutic target for drugs with cardiovascular benefits such as glucagon-like peptide 1 receptor agonists and sodium–glucose co-transporter 2 inhibitors. This Review provides a comprehensive and up-to-date overview of the role of EAT in cardiovascular disease and highlights the translational nature of EAT research and its applications in contemporary cardiology. In this Review, Iacobellis provides a comprehensive overview of the role of epicardial adipose tissue (EAT) in cardiovascular disease, including coronary artery disease, heart failure and atrial fibrillation, discusses imaging techniques for EAT assessment and highlights the therapeutic potential of targeting EAT in cardiovascular disease. Epicardial adipose tissue (EAT) has anatomical and functional interactions with the heart owing to the shared circulation and the absence of muscle fascia separating the two organs. EAT can be clinically measured with cardiac imaging techniques that can help to predict and stratify cardiovascular risk. Regional distribution of EAT is important because pericoronary EAT and left atrial EAT differently affect the risk of coronary artery diseases and atrial fibrillation, respectively. EAT has a role in the development of several cardiovascular diseases through complex mechanisms, including gene expression profile, pro-inflammatory and profibrotic proteome, neuromodulation, and glucose and lipid metabolism. EAT could be a potential therapeutic target for novel cardiometabolic medications that modulate adipose tissue such as glucagon-like peptide 1 receptor agonists and sodium–glucose co-transporter 2 inhibitors. EAT might be a reservoir of severe acute respiratory syndrome coronavirus 2 and an amplifier of coronavirus disease 2019 (COVID-19)-related cardiac syndrome.
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Affiliation(s)
- Gianluca Iacobellis
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, University of Miami, Miami, FL, USA.
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Sun Y, Li XG, Xu K, Hou J, You HR, Zhang RR, Qi M, Zhang LB, Xu LS, Greenwald SE, Yang BQ. Relationship between epicardial fat volume on cardiac CT and atherosclerosis severity in three-vessel coronary artery disease: a single-center cross-sectional study. BMC Cardiovasc Disord 2022; 22:76. [PMID: 35246047 PMCID: PMC8895769 DOI: 10.1186/s12872-022-02527-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Accepted: 02/24/2022] [Indexed: 12/03/2022] Open
Abstract
Background The ideal treatment strategy for stable three-vessel coronary artery disease (CAD) patients are difficult to determine and for patients undergoing conservative treatment, imaging evidence of coronary atherosclerotic severity progression remains limited. Epicardial fat volume (EFV) on coronary CT angiography (CCTA) has been considered to be associated with coronary atherosclerosis. Therefore, this study aims to evaluate the relationship between EFV level and coronary atherosclerosis severity in three-vessel CAD. Methods This retrospective study enrolled 252 consecutive patients with three-vessel CAD and 252 normal control group participants who underwent CCTA between January 2018 and December 2019. A semi-automatic method was developed for EFV quantification on CCTA images, standardized by body surface area. Coronary atherosclerosis severity was evaluated and scored by the number of coronary arteries with ≥ 50% stenosis on coronary angiography. Patients were subdivided into groups on the basis of lesion severity: mild (score = 3 vessels, n = 85), moderate (3.5 vessels ≤ score < 4 vessels, n = 82), and severe (4 vessels ≤ score ≤ 7 vessels, n = 85). The independent sample t-test, analysis of variance, and logistic regression analysis were used to evaluate the associations between EFV level and severity of coronary atherosclerosis. Results Compared with normal controls, three-vessel CAD patients had significantly higher EFV level (65 ± 22 mL/m2 vs. 48 ± 19 mL/m2; P < 0.001). In patients with three-vessel CAD, there was a progressive decline in EFV level as the score of coronary atherosclerosis severity increased, especially in those patients with a body mass index (BMI) ≥ 25 kg/m2 (75 ± 21 mL/m2 vs. 72 ± 22 mL/m2 vs. 62 ± 17 mL/m2; P < 0.05). Multivariable regression analysis showed that both BMI (OR 3.40, 95% CI 2.00–5.78, P < 0.001) and the score of coronary atherosclerosis severity (OR 0.49, 95% CI 0.26–0.93, P < 0.05) were independently related to the change of EFV level. Conclusion Three-vessel CAD patients do have higher EFV level than the normal controls. While, there may be an inverse relationship between EFV level and the severity of coronary atherosclerosis in patients with three-vessel CAD.
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Affiliation(s)
- Yu Sun
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, People's Republic of China.,Department of Radiology, General Hospital of Northern Theater Command, 83 Wenhua RoadLiaoning Province, Shenyang, 110016, People's Republic of China.,Key Laboratory of Cardiovascular Imaging and Research of Liaoning Province, Shenyang, People's Republic of China
| | - Xiao-Gang Li
- Department of Radiology, General Hospital of Northern Theater Command, 83 Wenhua RoadLiaoning Province, Shenyang, 110016, People's Republic of China.,Key Laboratory of Cardiovascular Imaging and Research of Liaoning Province, Shenyang, People's Republic of China
| | - Kai Xu
- Department of Cardiology, General Hospital of Northern Theater Command, Shenyang, People's Republic of China
| | - Jie Hou
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, People's Republic of China.,Department of Radiology, General Hospital of Northern Theater Command, 83 Wenhua RoadLiaoning Province, Shenyang, 110016, People's Republic of China.,Key Laboratory of Cardiovascular Imaging and Research of Liaoning Province, Shenyang, People's Republic of China
| | - Hong-Rui You
- Department of Radiology, General Hospital of Northern Theater Command, 83 Wenhua RoadLiaoning Province, Shenyang, 110016, People's Republic of China
| | - Rong-Rong Zhang
- Department of Radiology, General Hospital of Northern Theater Command, 83 Wenhua RoadLiaoning Province, Shenyang, 110016, People's Republic of China
| | - Miao Qi
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, People's Republic of China.,Department of Radiology, General Hospital of Northern Theater Command, 83 Wenhua RoadLiaoning Province, Shenyang, 110016, People's Republic of China.,Key Laboratory of Cardiovascular Imaging and Research of Liaoning Province, Shenyang, People's Republic of China
| | - Li-Bo Zhang
- Department of Radiology, General Hospital of Northern Theater Command, 83 Wenhua RoadLiaoning Province, Shenyang, 110016, People's Republic of China.,Key Laboratory of Cardiovascular Imaging and Research of Liaoning Province, Shenyang, People's Republic of China
| | - Li-Sheng Xu
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, People's Republic of China
| | - Stephen E Greenwald
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Ben-Qiang Yang
- Department of Radiology, General Hospital of Northern Theater Command, 83 Wenhua RoadLiaoning Province, Shenyang, 110016, People's Republic of China. .,Key Laboratory of Cardiovascular Imaging and Research of Liaoning Province, Shenyang, People's Republic of China.
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Hoori A, Hu T, Lee J, Al-Kindi S, Rajagopalan S, Wilson DL. Deep learning segmentation and quantification method for assessing epicardial adipose tissue in CT calcium score scans. Sci Rep 2022; 12:2276. [PMID: 35145186 PMCID: PMC8831577 DOI: 10.1038/s41598-022-06351-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Accepted: 01/11/2022] [Indexed: 11/12/2022] Open
Abstract
Epicardial adipose tissue volume (EAT) has been linked to coronary artery disease and the risk of major adverse cardiac events. As manual quantification of EAT is time-consuming, requires specialized training, and is prone to human error, we developed a deep learning method (DeepFat) for the automatic assessment of EAT on non-contrast low-dose CT calcium score images. Our DeepFat intuitively segmented the tissue enclosed by the pericardial sac on axial slices, using two preprocessing steps. First, we applied a HU-attention-window with a window/level 350/40-HU to draw attention to the sac and reduce numerical errors. Second, we applied a novel look ahead slab-of-slices with bisection ("bisect") in which we split the heart into halves and sequenced the lower half from bottom-to-middle and the upper half from top-to-middle, thereby presenting an always increasing curvature of the sac to the network. EAT volume was obtained by thresholding voxels within the sac in the fat window (- 190/- 30-HU). Compared to manual segmentation, our algorithm gave excellent results with volume Dice = 88.52% ± 3.3, slice Dice = 87.70% ± 7.5, EAT error = 0.5% ± 8.1, and R = 98.52% (p < 0.001). HU-attention-window and bisect improved Dice volume scores by 0.49% and 3.2% absolute, respectively. Variability between analysts was comparable to variability with DeepFat. Results compared favorably to those of previous publications.
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Affiliation(s)
- Ammar Hoori
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, 44106, USA
| | - Tao Hu
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, 44106, USA
| | - Juhwan Lee
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, 44106, USA
| | - Sadeer Al-Kindi
- Department of Cardiology, University Hospitals Cleveland Medical Center, Cleveland, OH, 44106, USA
| | - Sanjay Rajagopalan
- Department of Cardiology, University Hospitals Cleveland Medical Center, Cleveland, OH, 44106, USA
| | - David L Wilson
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, 44106, USA.
- Department of Radiology, Case Western Reserve University, Cleveland, OH, 44106, USA.
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Yuvaraj J, Cameron W, Andrews J, Lin A, Nerlekar N, Nicholls SJ, Hamilton GS, Wong DTL. Coronary computed tomography angiography-based assessment of vascular inflammation in patients with obstructive sleep apnoea and coronary artery disease. Cardiovasc Diagn Ther 2022; 12:123-134. [PMID: 35282672 PMCID: PMC8898693 DOI: 10.21037/cdt-21-338] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 09/12/2021] [Indexed: 11/08/2024]
Abstract
BACKGROUND Obstructive sleep apnoea (OSA) is associated with increased coronary artery disease (CAD) plaque burden, but the role of vascular inflammation in this relationship is unclear. Coronary computed tomography angiography (CTA) enables surrogate assessment of systemic inflammation via subcutaneous adipose tissue attenuation (SCAT-a), and of coronary inflammation via epicardial adipose tissue volume and attenuation (EAT-v and EAT-a) and pericoronary adipose tissue attenuation (PCAT-a). We investigated whether patients with severe OSA and high plaque burden have increased vascular inflammation. METHODS Patients with overnight polysomnography within ≤12 months of coronary CTA were included. Severe OSA was classified as apnoea/hypopnoea index (AHI) >30. High plaque burden was defined as a CT-adapted Leaman score (CT-LeSc) ≥8.3. Patients with both severe OSA and high plaque burden were defined as 'Group 1', all other patients were classified as 'Group 2'. ScAT, PCAT and EAT attenuation and volume were assessed on semi-automated software. RESULTS A total of 91 patients were studied (59.3±11.1 years). Severe OSA was associated with high plaque burden (P=0.02). AHI correlated with CT-LeSc (r=0.24, P=0.023). Group 1 had lower EAT-a and PCAT-a compared to Group 2 (EAT-a: -87.6 vs. -84.0 HU, P=0.011; PCAT-a: -90.4 vs. -83.4 HU, P<0.01). However, among patients with low plaque burden, EAT-a was higher in the presence of severe OSA versus mild-moderate OSA (-80.3 vs. -84.0 HU, P=0.020). On multivariable analysis, severe OSA and high plaque burden associated with EAT-a (P<0.02), and severe OSA and high plaque burden (P<0.01) and hypertension (P<0.01) associated with PCAT-a. CONCLUSIONS EAT and PCAT attenuation are decreased in patients with severe OSA and high plaque burden, but EAT attenuation was increased in patients with severe OSA and low plaque burden. These divergent results suggest vascular inflammation may be increased in OSA independent of CAD, but larger studies are required to validate these findings.
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Affiliation(s)
- Jeremy Yuvaraj
- Monash Cardiovascular Research Centre, Victorian Heart Institute, Monash University and MonashHeart, Monash Health, Clayton, Melbourne, VIC, Australia
- School of Clinical Sciences, Monash University, Clayton, Melbourne, VIC, Australia
| | - William Cameron
- Monash Cardiovascular Research Centre, Victorian Heart Institute, Monash University and MonashHeart, Monash Health, Clayton, Melbourne, VIC, Australia
| | - Jordan Andrews
- South Australian Health and Medical Research Institute, Adelaide, SA, Australia
| | - Andrew Lin
- Monash Cardiovascular Research Centre, Victorian Heart Institute, Monash University and MonashHeart, Monash Health, Clayton, Melbourne, VIC, Australia
- School of Clinical Sciences, Monash University, Clayton, Melbourne, VIC, Australia
| | - Nitesh Nerlekar
- Monash Cardiovascular Research Centre, Victorian Heart Institute, Monash University and MonashHeart, Monash Health, Clayton, Melbourne, VIC, Australia
- School of Clinical Sciences, Monash University, Clayton, Melbourne, VIC, Australia
| | - Stephen J. Nicholls
- Monash Cardiovascular Research Centre, Victorian Heart Institute, Monash University and MonashHeart, Monash Health, Clayton, Melbourne, VIC, Australia
- School of Clinical Sciences, Monash University, Clayton, Melbourne, VIC, Australia
- South Australian Health and Medical Research Institute, Adelaide, SA, Australia
| | - Garun S. Hamilton
- School of Clinical Sciences, Monash University, Clayton, Melbourne, VIC, Australia
- Department of Lung and Sleep Medicine, Monash Health, Clayton, Melbourne, VIC, Australia
| | - Dennis T. L. Wong
- Monash Cardiovascular Research Centre, Victorian Heart Institute, Monash University and MonashHeart, Monash Health, Clayton, Melbourne, VIC, Australia
- School of Clinical Sciences, Monash University, Clayton, Melbourne, VIC, Australia
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Artificial intelligence based automatic quantification of epicardial adipose tissue suitable for large scale population studies. Sci Rep 2021; 11:23905. [PMID: 34903773 PMCID: PMC8669008 DOI: 10.1038/s41598-021-03150-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Accepted: 11/18/2021] [Indexed: 12/16/2022] Open
Abstract
To develop a fully automatic model capable of reliably quantifying epicardial adipose tissue (EAT) volumes and attenuation in large scale population studies to investigate their relation to markers of cardiometabolic risk. Non-contrast cardiac CT images from the SCAPIS study were used to train and test a convolutional neural network based model to quantify EAT by: segmenting the pericardium, suppressing noise-induced artifacts in the heart chambers, and, if image sets were incomplete, imputing missing EAT volumes. The model achieved a mean Dice coefficient of 0.90 when tested against expert manual segmentations on 25 image sets. Tested on 1400 image sets, the model successfully segmented 99.4% of the cases. Automatic imputation of missing EAT volumes had an error of less than 3.1% with up to 20% of the slices in image sets missing. The most important predictors of EAT volumes were weight and waist, while EAT attenuation was predicted mainly by EAT volume. A model with excellent performance, capable of fully automatic handling of the most common challenges in large scale EAT quantification has been developed. In studies of the importance of EAT in disease development, the strong co-variation with anthropometric measures needs to be carefully considered.
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Kwon SS, Choi K, Da Nam B, Lee H, Cho NJ, Park BW, Kim H, Noh H, Jeon JS, Han DC, Oh S, Kwon SH. Epicardial adipose tissue radiodensity is associated with all-cause mortality in patients undergoing hemodialysis. Sci Rep 2021; 11:23090. [PMID: 34845284 PMCID: PMC8630096 DOI: 10.1038/s41598-021-02427-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Accepted: 11/16/2021] [Indexed: 12/30/2022] Open
Abstract
The radiodensity and volume of epicardial adipose tissue (EAT) on computed tomography angiography (CTA) may provide information regarding cardiovascular risk and long-term outcomes. EAT volume is associated with mortality in patients undergoing incident hemodialysis. However, the relationship between EAT radiodensity/volume and all-cause mortality in patients with end-stage renal disease (ESRD) undergoing maintenance hemodialysis remains elusive. In this retrospective study, EAT radiodensity (in Hounsfield units) and volume (in cm3) on coronary CTA were quantified for patients with ESRD using automatic, quantitative measurement software between January 2012 and December 2018. All-cause mortality data (up to December 2019) were obtained from the Korean National Statistical Office. The prognostic values of EAT radiodensity and volume for predicting long-term mortality were assessed using multivariable Cox regression models, which were adjusted for potential confounders. A total of 221 patients (mean age: 64.88 ± 11.09 years; 114 women and 107 men) with ESRD were included. The median follow-up duration (interquartile range) after coronary CTA was 29.63 (range 16.67–44.7) months. During follow-up, 82 (37.1%) deaths occurred. In the multivariable analysis, EAT radiodensity (hazard ratio [HR] 1.055; 95% confidence interval [CI] 1.015–1.095; p = 0.006) was an independent predictor of all-cause mortality in patients with ESRD. However, EAT volume was not associated with mortality. Higher EAT radiodensity on CTA is associated with higher long-term all-cause mortality in patients undergoing prevalent hemodialysis, highlighting its potential as a prognostic imaging biomarker in patients undergoing hemodialysis.
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Affiliation(s)
- Seong Soon Kwon
- Division of Cardiology, Department of Internal Medicine, Soonchunhyang University Seoul Hospital, Seoul, Republic of Korea
| | - Kyoungjin Choi
- Division of Nephrology, Department of Internal Medicine, Soonchunhyang University Seoul Hospital, Seoul, Republic of Korea
| | - Bo Da Nam
- Department of Radiology, Soonchunhyang University Seoul Hospital, Seoul, Republic of Korea.
| | - Haekyung Lee
- Division of Nephrology, Department of Internal Medicine, Soonchunhyang University Seoul Hospital, Seoul, Republic of Korea
| | - Nam-Jun Cho
- Division of Nephrology, Department of Internal Medicine, Soonchunhyang University Cheonan Hospital, Cheonan, Republic of Korea
| | - Byoung Won Park
- Division of Cardiology, Department of Internal Medicine, Soonchunhyang University Seoul Hospital, Seoul, Republic of Korea
| | - Hyoungnae Kim
- Division of Nephrology, Department of Internal Medicine, Soonchunhyang University Seoul Hospital, Seoul, Republic of Korea
| | - Hyunjin Noh
- Division of Nephrology, Department of Internal Medicine, Soonchunhyang University Seoul Hospital, Seoul, Republic of Korea
| | - Jin Seok Jeon
- Division of Nephrology, Department of Internal Medicine, Soonchunhyang University Seoul Hospital, Seoul, Republic of Korea
| | - Dong Cheol Han
- Division of Nephrology, Department of Internal Medicine, Soonchunhyang University Seoul Hospital, Seoul, Republic of Korea
| | - Sujeong Oh
- Department of Radiology, Soonchunhyang University Seoul Hospital, Seoul, Republic of Korea
| | - Soon Hyo Kwon
- Division of Nephrology, Department of Internal Medicine, Soonchunhyang University Seoul Hospital, Seoul, Republic of Korea.
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Zhu X, Chen X, Ma S, Zhou K, Hou Y. Dual-layer spectral detector CT to study the correlation between pericoronary adipose tissue and coronary artery stenosis. J Cardiothorac Surg 2021; 16:325. [PMID: 34743735 PMCID: PMC8574033 DOI: 10.1186/s13019-021-01709-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Accepted: 10/29/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND To investigate the relationship of pericoronary adipose tissue (PCAT) with coronary artery stenosis using dual-layer spectral detector CT (SDCT). METHODS 99 patients were retrospectively divided into normal group, non-significant stenosis group and significant stenosis group (n = 33 in each group). Fat attenuation index (FAI) 40kev, spectral curve slope (λHU), effective atomic number (Eff-Z) and epicardial fat volume (EFV) were quantitatively evaluated of the narrowest part of the lesion tissue by SDCT. RESULTS There were significant differences in PCAT parameters on SDCT (FAI40keV, λHU, Eff-Z and EFV) among the three groups (P < 0.05). FAI40keV, λHU, and Eff-Z in significant stenosis group were statistically different from those in normal group and non-significant stenosis group (P < 0.05). FAI40keV, λHU, and Eff-Z in non-significant stenosis group were statistically different from significant stenosis group (P < 0.05). EFV in normal group were significantly lower in non-significant stenosis group and significant stenosis group (P < 0.001). Univariate and multivariate logistic regression analyses identified FAI40keV (OR = 1.50, 95%CI 1.01 to 1.09) and λHU (OR = 6.81, 95%CI 1.87 to 24.86) as independent predictors of significant stenosis. FAI40keV and λHU had quite good discrimination, with an AUC of 0.84 and 0.80 respectively. CONCLUSION FAI40keV, λHU, and Eff-Z on SDCT in significant stenosis group were significantly different from normal and non-significant stenosis group while EFV in normal group were significantly different from non-significant stenosis group and significant stenosis group. FAI40kev and λHU were risk factors for significant stenosis.
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Affiliation(s)
- Xiaolong Zhu
- Department of Radiology, Key Laboratory of Intelligent Computing in Medical Image, Ministry of Education, Shengjing Hospital of China Medical University, No.36, Sanhao Street, Heping District, Shenyang, 110004 Liaoning People’s Republic of China
- Department of Medical Imaging, The First Affiliated Hospital of Hebei North University, Zhangjiakou, 075000 People’s Republic of China
| | - Xujiao Chen
- Department of Radiology, Key Laboratory of Intelligent Computing in Medical Image, Ministry of Education, Shengjing Hospital of China Medical University, No.36, Sanhao Street, Heping District, Shenyang, 110004 Liaoning People’s Republic of China
| | - Shaowei Ma
- Department of Radiology, Key Laboratory of Intelligent Computing in Medical Image, Ministry of Education, Shengjing Hospital of China Medical University, No.36, Sanhao Street, Heping District, Shenyang, 110004 Liaoning People’s Republic of China
| | - Ke Zhou
- Department of Radiology, Key Laboratory of Intelligent Computing in Medical Image, Ministry of Education, Shengjing Hospital of China Medical University, No.36, Sanhao Street, Heping District, Shenyang, 110004 Liaoning People’s Republic of China
| | - Yang Hou
- Department of Radiology, Key Laboratory of Intelligent Computing in Medical Image, Ministry of Education, Shengjing Hospital of China Medical University, No.36, Sanhao Street, Heping District, Shenyang, 110004 Liaoning People’s Republic of China
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Perirenal Adipose Tissue from Healthy Donor: Characteristics and Promise as Potential Therapeutic Cell Source. J Clin Med 2021; 10:jcm10215024. [PMID: 34768543 PMCID: PMC8585005 DOI: 10.3390/jcm10215024] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 10/27/2021] [Accepted: 10/27/2021] [Indexed: 12/01/2022] Open
Abstract
Perirenal adipose tissue, one of the fat masses surrounding the kidneys, can be obtained from healthy donors during a kidney transplant. Perirenal adipose tissue has only ever been known as a connective tissue to protect the kidneys and renal blood vessels from external physical stimulation. Yet, recently, as adipose tissue has begun to be considered an endocrine organ, and perirenal adipose tissue is now regarded to have a direct effect on metabolic diseases. The characteristics of perirenal adipose tissue from a healthy donor are that: (1) There are a large number of brown adipose cells (70–80% of the total), (2) Most of the brown adipose cells are inactive in the resting cell cycle, (3) Activating factors are constant low-temperature exposure, hormones, metastasis factors, and environmental factors, (4) Anatomically, a large number of brown adipose cells are distributed close to the adrenal glands, (5) Beige cells, produced by converting white adipocytes to brown-like adipocytes, are highly active, (6) Activated cells secrete BATokines, and (7) Energy consumption efficiency is high. Despite these advantages, all of the perirenal adipose tissue from a healthy donor is incinerated as medical waste. With a view to its use, this review discusses the brown adipocytes and beige cells in perirenal adipose tissue from a healthy donor, and proposes opportunities for their clinical application.
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Dang Y, Chen X, Ma S, Ma Y, Ma Q, Zhou K, Liu T, Wang K, Hou Y. Association of Pericoronary Adipose Tissue Quality Determined by Dual-Layer Spectral Detector CT With Severity of Coronary Artery Disease: A Preliminary Study. Front Cardiovasc Med 2021; 8:720127. [PMID: 34660721 PMCID: PMC8514719 DOI: 10.3389/fcvm.2021.720127] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Accepted: 09/06/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Pericoronary adipose tissue (PCAT) is considered as a source of inflammatory mediators, leading to the development of coronary atherosclerosis. The study aimed to investigate the correlation between PCAT quality derived from dual-layer spectral detector CT (SDCT) and the severity of coronary artery disease (CAD), and whether PCAT parameters were independently associated with the presence of CAD. Materials and Methods: A total of 403 patients with symptoms of chest pain who underwent SDCT were included. PCAT quality including fat attenuation index (FAI) measured from conventional polychromatic CT images (FAI120kvp) and spectral virtual mono-energetic images at 40 keV (FAI40keV), slope of spectral HU curve (λHU), and effective atomic number (Eff-Z) were measured around the lesions representing the maximal degree of vascular stenosis in each patient. Meanwhile, overall epicardial adipose tissue (EAT) attenuation was acquired in the conventional polychromatic energy imaging. Results: FAI40keV, λHU, Eff-Z, and FAI120kvp increased along with the degree of CAD in general and were superior to the overall EAT attenuation for detecting the presence of CAD. Multivariate logistic regression analysis indicated that FAI40keV was the most powerful independent indicator (odds ratio 1.058, 95% CI 1.044–1.073; p < 0.001) of CAD among these parameters. Using an optimal cut-off (−131.8 HU), FAI40keV showed higher diagnostic accuracy of 80.6% compared with the other parameters. Conclusions: These preliminary findings suggest that FAI40keV on SDCT may be an appealing surrogate maker to allow monitoring of PCAT changes in the development of CAD.
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Affiliation(s)
- Yuxue Dang
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Xujiao Chen
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Shaowei Ma
- Department of Cardiology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Yue Ma
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Quanmei Ma
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Ke Zhou
- Department of Cardiac Surgery, Shengjing Hospital of China Medical University, Shenyang, China
| | - Ting Liu
- Department of Radiology, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - Kunhua Wang
- Department of Radiology, The People's Hospital of Liaoning Province, Shenyang, China
| | - Yang Hou
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, China
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Gao Z, Zuo Y, Jia L, Yin Y, Yang X, Fan Y, Liu H. Association between epicardial adipose tissue density and characteristics of coronary plaques assessed by coronary computed tomographic angiography. Int J Cardiovasc Imaging 2021; 38:673-681. [PMID: 34652589 DOI: 10.1007/s10554-021-02428-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Accepted: 09/23/2021] [Indexed: 12/20/2022]
Abstract
To investigate the relationship between the epicardial adipose tissue density (EATD) and the coronary plaque components as assessed by coronary computed tomographic angiography (CCTA). The study cohort included 240 patients with chest pain or precardiac discomfort (mean age 62.01 ± 7.45 years, 55.83% male). Patients were assigned to the high-risk plaque (HRP) group (n = 133) or non-HRP group (n = 107). All patients underwent CCTA to assess plaque composition, and quantitative analysis of EATD and epicardial adipose tissue volume (EATV). Age, gender, EATV, EATD, diabetes history and family history were all correlated with HRP. There was no linear correlation between EATD and EATV among the subjects (R2 = 0.008, p = 0.177), but there was a curvilinear correlation (R2 = 0.102, p < 0.001). After adjusting other traditional factors, and we observed robust associations of EAT volume and density with HRP (all p < 0.05). For per 1 standard deviation increase in EATD, the risk of HRP was 3.120 times the risk than that of non-HRP. For per 1 standard deviation increase in EATV, the risk of HRP was 1.499 times the risk than that of non-HRP. The receiver operating characteristic curve showed that EATD was more predictive of HRP than EATV (AUC = 0.761, 95% CI 0.701-0.822). Our study found that EATD and EATV are both independent factors affecting the presence of HRPs, and EATD had a high predictive value for the presence of HRP.
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Affiliation(s)
- Zhihong Gao
- Department of Physical Examination Center, The Second Hospital of Hebei Medical University, Shijiazhuang, 050005, Hebei, People's Republic of China
| | - Yuqiang Zuo
- Department of Physical Examination Center, The Second Hospital of Hebei Medical University, Shijiazhuang, 050005, Hebei, People's Republic of China
| | - Linyi Jia
- Department of Imaging, Xingtai People's Hospital, Xingtai, 054001, Hebei, People's Republic of China
| | - Yuling Yin
- Department of Physical Examination Center, The Second Hospital of Hebei Medical University, Shijiazhuang, 050005, Hebei, People's Republic of China
| | - Xu Yang
- Department of Physical Examination Center, The Second Hospital of Hebei Medical University, Shijiazhuang, 050005, Hebei, People's Republic of China
| | - Yimeng Fan
- Department of Imaging Center, Shijiazhuang People's Hospital, Shijiazhuang, 050011, Hebei, People's Republic of China
| | - Huaijun Liu
- Department of Radiology, The Second Hospital of Hebei Medical University, Shijiazhuang, 050005, Hebei, People's Republic of China.
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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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Abstract
BACKGROUND Both visceral adipose tissue and epicardial adipose tissue (EAT) have pro-inflammatory properties. The former is associated with Coronavirus Disease 19 (COVID-19) severity. We aimed to investigate whether an association also exists for EAT. MATERIAL AND METHODS We retrospectively measured EAT volume using computed tomography (CT) scans (semi-automatic software) of inpatients with COVID-19 and analyzed the correlation between EAT volume and anthropometric characteristics and comorbidities. We then analyzed the clinicobiological and radiological parameters associated with severe COVID-19 (O2 [Formula: see text] 6 l/min), intensive care unit (ICU) admission or death, and 25% or more CT lung involvement, which are three key indicators of COVID-19 severity. RESULTS We included 100 consecutive patients; 63% were men, mean age was 61.8 ± 16.2 years, 47% were obese, 54% had hypertension, 42% diabetes, and 17.2% a cardiovascular event history. Severe COVID-19 (n = 35, 35%) was associated with EAT volume (132 ± 62 vs 104 ± 40 cm3, p = 0.02), age, ferritinemia, and 25% or more CT lung involvement. ICU admission or death (n = 14, 14%) was associated with EAT volume (153 ± 67 vs 108 ± 45 cm3, p = 0.015), hypertension and 25% or more CT lung involvement. The association between EAT volume and severe COVID-19 remained after adjustment for sex, BMI, ferritinemia and lung involvement, but not after adjustment for age. Instead, the association between EAT volume and ICU admission or death remained after adjustment for all five of these parameters. CONCLUSIONS Our results suggest that measuring EAT volume on chest CT scans at hospital admission in patients diagnosed with COVID-19 might help to assess the risk of disease aggravation.
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Yuvaraj J, Cheng K, Lin A, Psaltis PJ, Nicholls SJ, Wong DTL. The Emerging Role of CT-Based Imaging in Adipose Tissue and Coronary Inflammation. Cells 2021; 10:1196. [PMID: 34068406 PMCID: PMC8153638 DOI: 10.3390/cells10051196] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 04/30/2021] [Accepted: 05/07/2021] [Indexed: 12/15/2022] Open
Abstract
A large body of evidence arising from recent randomized clinical trials demonstrate the association of vascular inflammatory mediators with coronary artery disease (CAD). Vascular inflammation localized in the coronary arteries leads to an increased risk of CAD-related events, and produces unique biological alterations to local cardiac adipose tissue depots. Coronary computed tomography angiography (CTA) provides a means of mapping inflammatory changes to both epicardial adipose tissue (EAT) and pericoronary adipose tissue (PCAT) as independent markers of coronary risk. Radiodensity or attenuation of PCAT on coronary CTA, notably, provides indirect quantification of coronary inflammation and is emerging as a promising non-invasive imaging implement. An increasing number of observational studies have shown robust associations between PCAT attenuation and major coronary events, including acute coronary syndrome, and 'vulnerable' atherosclerotic plaque phenotypes that are associated with an increased risk of the said events. This review outlines the biological characteristics of both EAT and PCAT and provides an overview of the current literature on PCAT attenuation as a surrogate marker of coronary inflammation.
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Affiliation(s)
- Jeremy Yuvaraj
- Monash Cardiovascular Research Centre, Victorian Heart Institute, Faculty of Medicine, Nursing and Health Sciences, Monash University and Monash Heart, Monash Health, Clayton, VIC 3168, Australia; (J.Y.); (K.C.); (S.J.N.)
| | - Kevin Cheng
- Monash Cardiovascular Research Centre, Victorian Heart Institute, Faculty of Medicine, Nursing and Health Sciences, Monash University and Monash Heart, Monash Health, Clayton, VIC 3168, Australia; (J.Y.); (K.C.); (S.J.N.)
| | - Andrew Lin
- Cedars-Sinai Medical Center, Biomedical Imaging Research Institute, Los Angeles, CA 90048, USA;
| | - Peter J. Psaltis
- Department of Medicine, University of Adelaide, Adelaide, SA 5005, Australia;
- South Australian Health Medical Research Institute, Adelaide, SA 5000, Australia
| | - Stephen J. Nicholls
- Monash Cardiovascular Research Centre, Victorian Heart Institute, Faculty of Medicine, Nursing and Health Sciences, Monash University and Monash Heart, Monash Health, Clayton, VIC 3168, Australia; (J.Y.); (K.C.); (S.J.N.)
| | - Dennis T. L. Wong
- Monash Cardiovascular Research Centre, Victorian Heart Institute, Faculty of Medicine, Nursing and Health Sciences, Monash University and Monash Heart, Monash Health, Clayton, VIC 3168, Australia; (J.Y.); (K.C.); (S.J.N.)
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Chen X, Dang Y, Hu H, Ma S, Ma Y, Wang K, Liu T, Lu X, Hou Y. Pericoronary adipose tissue attenuation assessed by dual-layer spectral detector computed tomography is a sensitive imaging marker of high-risk plaques. Quant Imaging Med Surg 2021; 11:2093-2103. [PMID: 33936990 DOI: 10.21037/qims-20-860] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Background The pericoronary fat attenuation index (FAI) derived from conventional polychromatic computed tomography (CT) can capture the presence of coronary inflammation. However, conventional polychromatic CT has limitations in material component differentiation, and spectral CT could have a better ability to discriminate tissue characteristics. Hence, this study sought to assess pericoronary adipose tissue (PCAT) attenuation using spectral CT and explore its association with atherosclerotic plaque characteristics. Methods We enrolled 104 patients with coronary atherosclerosis who met the inclusion criteria and underwent coronary CT angiography with dual-layer spectral detector computed tomography (SDCT). Plaque anatomical characteristics were measured, and the PCAT attenuation was assessed by polychromatic images (CTpoly), virtual mono-energetic images at 40 keV (CT40 keV), the slope of spectral attenuation curve (λHU), and the effective atomic number (Zeff). The association of PCAT attenuation indicators with the presence of high-risk plaques was analyzed, along with the indicators' ability to identify high-risk plaques. Results PCAT attenuation indicators around high-risk plaques were higher than those around non-high-risk plaques, especially CT40 keV [-153.76±24.97 (non-high-risk plaque) vs. -119.87±22.74 (high-risk plaque), P<0.001]. CT40 keV was a predictive factor of high-risk plaques, and high CT40 keV (≥-120.60 HU) could assist in the identification of high-risk plaques, with an area under the curve of 0.883 (95% CI: 0.83-0.94, P<0.05). Conclusions PCAT surrounding high-risk plaques showed higher attenuation; a finding that has been associated with coronary artery inflammation. The metrics derived from SDCT, especially CT40 keV, showed higher discriminatory power for detecting changes in PCAT attenuation than polychromatic CT. PCAT attenuation assessed by CT40 keV may provide a novel imaging marker of plaque vulnerability.
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Affiliation(s)
- Xujiao Chen
- Radiology Department, Shengjing Hospital of China Medical University, Shenyang, China
| | - Yuxue Dang
- Radiology Department, Shengjing Hospital of China Medical University, Shenyang, China
| | - Hong Hu
- Radiology Department, Shengjing Hospital of China Medical University, Shenyang, China
| | - Shaowei Ma
- Department of Cardiology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Yue Ma
- Radiology Department, Shengjing Hospital of China Medical University, Shenyang, China
| | - Kunhua Wang
- Radiology Department, People's Hospital of Liaoning Province, Shenyang, China
| | - Ting Liu
- Radiology Department, the First Affiliated Hospital of China Medical University, Shenyang, China
| | - Xiaomei Lu
- CT Clinical Science, Philips Healthcare, Shenyang, China
| | - Yang Hou
- Radiology Department, Shengjing Hospital of China Medical University, Shenyang, China
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Wang QC, Wang ZY, Xu Q, Li RB, Zhang GG, Shi RZ. Exploring the Role of Epicardial Adipose Tissue in Coronary Artery Disease From the Difference of Gene Expression. Front Physiol 2021; 12:605811. [PMID: 33859569 PMCID: PMC8042318 DOI: 10.3389/fphys.2021.605811] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2020] [Accepted: 02/24/2021] [Indexed: 12/30/2022] Open
Abstract
Objectives Epicardial adipose tissue (EAT) is closely adjacent to the coronary arteries and myocardium, its role as an endocrine organ to affect the pathophysiological processes of the coronary arteries and myocardium has been increasingly recognized. However, the specific gene expression profiles of EAT in coronary artery disease (CAD) has not been well characterized. Our aim was to investigate the role of EAT in CAD at the gene level. Methods Here, we compared the histological and gene expression difference of EAT between CAD and non-CAD. We investigated the gene expression profiles in the EAT of patients with CAD through the high-throughput RNA sequencing. We performed bioinformatics analysis such as functional enrichment analysis and protein-protein interaction network construction to obtain and verify the hub differentially expressed genes (DEGs) in the EAT of CAD. Results Our results showed that the size of epicardial adipocytes in the CAD group was larger than in the control group. Our findings on the EAT gene expression profiles of CAD showed a total of 747 DEGs (fold change >2, p value <0.05). The enrichment analysis of DEGs showed that more pro-inflammatory and immunological genes and pathways were involved in CAD. Ten hub DEGs (GNG3, MCHR1, BDKRB1, MCHR2, CXCL8, CXCR5, CCR8, CCL4L1, TAS2R10, and TAS2R41) were identified. Conclusion Epicardial adipose tissue in CAD shows unique gene expression profiles and may act as key regulators in the CAD pathological process.
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Affiliation(s)
- Qian-Chen Wang
- Department of Cardiovascular Medicine, Xiangya Hospital, Central South University, Changsha, China
| | - Zhen-Yu Wang
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Qian Xu
- Department of Cardiovascular Surgery, Xiangya Hospital, Central South University, Changsha, China
| | - Ruo-Bing Li
- Department of Cardiovascular Medicine, Xiangya Hospital, Central South University, Changsha, China
| | - Guo-Gang Zhang
- Department of Cardiovascular Medicine, Xiangya Hospital, Central South University, Changsha, China
| | - Rui-Zheng Shi
- Department of Cardiovascular Medicine, Xiangya Hospital, Central South University, Changsha, China
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Grigoraș A, Balan RA, Căruntu ID, Giușcă SE, Lozneanu L, Avadanei RE, Rusu A, Riscanu LA, Amalinei C. Perirenal Adipose Tissue-Current Knowledge and Future Opportunities. J Clin Med 2021; 10:1291. [PMID: 33800984 PMCID: PMC8004049 DOI: 10.3390/jcm10061291] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 03/16/2021] [Accepted: 03/17/2021] [Indexed: 12/11/2022] Open
Abstract
The perirenal adipose tissue (PRAT), a component of visceral adipose tissue, has been recently recognized as an important factor that contributes to the maintenance of the cardiovascular system and kidney homeostasis. PRAT is a complex microenvironment consisting of a mixture of white adipocytes and dormant and active brown adipocytes, associated with predipocytes, sympathetic nerve endings, vascular structures, and different types of inflammatory cells. In this review, we summarize the current knowledge about PRAT and discuss its role as a major contributing factor in the pathogenesis of hypertension, obesity, chronic renal diseases, and involvement in tumor progression. The new perspectives of PRAT as an endocrine organ and recent knowledge regarding the possible activation of dormant brown adipocytes are nowadays considered as new areas of research in obesity, in close correlation with renal and cardiovascular pathology. Supplementary PRAT complex intervention in tumor progression may reveal new pathways involved in carcinogenesis and, implicitly, may identify additional targets for tailored cancer therapy.
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Affiliation(s)
- Adriana Grigoraș
- Department of Morphofunctional Sciences I, “Grigore T. Popa” University of Medicine and Pharmacy Iasi, Iasi 700115, Romania; (R.A.B.); (I.-D.C.); (S.E.G.); (L.L.); (R.E.A.); (A.R.); (L.A.R.)
| | | | | | | | | | | | | | | | - Cornelia Amalinei
- Department of Morphofunctional Sciences I, “Grigore T. Popa” University of Medicine and Pharmacy Iasi, Iasi 700115, Romania; (R.A.B.); (I.-D.C.); (S.E.G.); (L.L.); (R.E.A.); (A.R.); (L.A.R.)
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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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Hammoud SH, AlZaim I, Al-Dhaheri Y, Eid AH, El-Yazbi AF. Perirenal Adipose Tissue Inflammation: Novel Insights Linking Metabolic Dysfunction to Renal Diseases. Front Endocrinol (Lausanne) 2021; 12:707126. [PMID: 34408726 PMCID: PMC8366229 DOI: 10.3389/fendo.2021.707126] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Accepted: 07/19/2021] [Indexed: 12/15/2022] Open
Abstract
A healthy adipose tissue (AT) is indispensable to human wellbeing. Among other roles, it contributes to energy homeostasis and provides insulation for internal organs. Adipocytes were previously thought to be a passive store of excess calories, however this view evolved to include an endocrine role. Adipose tissue was shown to synthesize and secrete adipokines that are pertinent to glucose and lipid homeostasis, as well as inflammation. Importantly, the obesity-induced adipose tissue expansion stimulates a plethora of signals capable of triggering an inflammatory response. These inflammatory manifestations of obese AT have been linked to insulin resistance, metabolic syndrome, and type 2 diabetes, and proposed to evoke obesity-induced comorbidities including cardiovascular diseases (CVDs). A growing body of evidence suggests that metabolic disorders, characterized by AT inflammation and accumulation around organs may eventually induce organ dysfunction through a direct local mechanism. Interestingly, perirenal adipose tissue (PRAT), surrounding the kidney, influences renal function and metabolism. In this regard, PRAT emerged as an independent risk factor for chronic kidney disease (CKD) and is even correlated with CVD. Here, we review the available evidence on the impact of PRAT alteration in different metabolic states on the renal and cardiovascular function. We present a broad overview of novel insights linking cardiovascular derangements and CKD with a focus on metabolic disorders affecting PRAT. We also argue that the confluence among these pathways may open several perspectives for future pharmacological therapies against CKD and CVD possibly by modulating PRAT immunometabolism.
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Affiliation(s)
- Safaa H. Hammoud
- Department of Pharmacology and Therapeutics, Faculty of Pharmacy, Beirut Arab University, Beirut, Lebanon
| | - Ibrahim AlZaim
- Department of Pharmacology and Toxicology, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
- Departmment of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Yusra Al-Dhaheri
- Department of Biology, United Arab Emirates University, Al-Ain, United Arab Emirates
| | - Ali H. Eid
- Department of Basic Medical Sciences, College of Medicine, Qatar University, Doha, Qatar
- Biomedical and Pharmaceutical Research Unit, Qatar University (QU) Health, Qatar University, Doha, Qatar
| | - Ahmed F. El-Yazbi
- Department of Pharmacology and Toxicology, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Alexandria University, Alexandria, Egypt
- Faculty of Pharmacy, Alalamein International University, Alalamein, Egypt
- *Correspondence: Ahmed F. El-Yazbi,
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Matafome P. Epicardial adipose tissue (dys)function: A new player in heart disease? Rev Port Cardiol 2020; 39:635-637. [PMID: 33143994 DOI: 10.1016/j.repc.2020.10.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
Affiliation(s)
- Paulo Matafome
- University of Coimbra, Coimbra Institute for Clinical and Biomedical Research (iCBR) and Institute of Physiology, Faculty of Medicine, Coimbra, Portugal; University of Coimbra, Center for Innovative Biomedicine and Biotechnology (CIBB), Coimbra, Portugal; Clinical Academic Center of Coimbra (CACC), Coimbra, Portugal.
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Matafome P. Epicardial adipose tissue (dys)function: A new player in heart disease? REVISTA PORTUGUESA DE CARDIOLOGIA (ENGLISH EDITION) 2020. [DOI: 10.1016/j.repce.2020.12.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
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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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Epicardial adipose tissue characteristics and CT high-risk plaque features: correlation with coronary thin-cap fibroatheroma determined by intravascular ultrasound. Int J Cardiovasc Imaging 2020; 36:2281-2289. [PMID: 32535842 DOI: 10.1007/s10554-020-01917-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2020] [Accepted: 06/08/2020] [Indexed: 10/24/2022]
Abstract
To investigate the correlation of epicardial adipose tissue (EAT) characteristics and high-risk plaque features characterized by coronary CT angiography (CCTA) for identifying the presence of thin-cap fibroatheroma (TCFA). Patients who underwent both CCTA and intravascular ultrasound (IVUS) within 4 weeks were retrospectively included. CT-derived quantitative and qualitative parameters, including diameter stenosis, low attenuation plaque (LAP), napkin-ring sign (NRS), positive remodeling and spotty calcification, were recorded. EAT volume and density were also measured. TCFA lesions and non-TCFA lesions were determined by IVUS. Multivariate regression analysis was used to determine the independent predictors of TCFA lesions. Sixty-eight patients (mean age: 68.6 ± 9.7 years; 40 males) with 91 lesions were finally included in our study. For CT-derived plaque features, LAP (77.8% versus 25%, p < 0.001) and NRS (40.7% versus 9.4%, p < 0.001) was more frequently presented in TCFA lesions than was in non-TCFA lesions. For EAT characteristics, EAT volume (110 ± 14 cm3 versus 98 ± 12 cm3, p < 0.001) was significantly larger whereas EAT density (-77 ± 4 HU versus -80 ± 5, p = 0.003) was markedly higher in TCFA lesions. According to multivariate logistic regression analysis, LAP, EAT volume and EAT density were significant predictors (odds ratio: 9.758, 1.095 and 1.202, all p value < 0.05) for the presence of TCFA lesions. EAT volume and density was greater in patients with TCFA lesions whereas LAP and NRS was more frequently presented. In addition, EAT characteristics and LAP were independent predictors of vulnerable plaques as determined by IVUS.
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Di Liberto IA, Pilato G, Buccheri S, Geraci S, Milazzo D, Vaccaro G, Caramanno G. Epicardial fat study-AG: relationship between echocardiographic epicardial fat and coronary artery disease in patients after invasive coronary artery angiography. Future Cardiol 2020; 16:635-643. [PMID: 32519916 DOI: 10.2217/fca-2020-0025] [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: 11/21/2022] Open
Abstract
Background: Epicardial fat increase has not yet a clear correlation with coronary artery disease (CAD). Aim: This study had as goal to demonstrate a relationship between an increase of epicardial fat thickness (EFT) and CAD. Materials & methods: In this observational study, we included 234 patients who underwent invasive coronary angiography. Before invasive coronary angiography, all patients underwent echocardiographic-2D for evaluation of EFT and they were divided into groups based on Gensini score and also on Syntax score. Results: EFT was significantly correlated to the presence and severity of CAD assessed by Gensini score with a cut-off value of 5.2 mm (sensitivity of 90.9%-specificity of 87.3%- area under the ROC curve = 92.1%). Conclusion: EFT increase (fat index ≥5.2 mm) evaluated by echocardiographic-2D could be considered as a risk factor for predicting CAD.
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Affiliation(s)
| | - Gerlando Pilato
- Interventional Cardiology, San Giovanni di Dio Hospital, Agrigento, Italy
| | - Sergio Buccheri
- Department of Medical Sciences-Cardiology, Uppsala Univerisity & Uppsala Clinical Research Center, Uppsala, Sweden
| | - Salvatore Geraci
- Interventional Cardiology, San Giovanni di Dio Hospital, Agrigento, Italy
| | - Diego Milazzo
- Interventional Cardiology, San Giovanni di Dio Hospital, Agrigento, Italy
| | - Giovanni Vaccaro
- Interventional Cardiology, San Giovanni di Dio Hospital, Agrigento, Italy
| | - Giuseppe Caramanno
- Interventional Cardiology, San Giovanni di Dio Hospital, Agrigento, Italy
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Chen Y, Liu F, Han F, Lv L, Tang CE, Xie Z, Luo F. Omentin-1 is associated with atrial fibrillation in patients with cardiac valve disease. BMC Cardiovasc Disord 2020; 20:214. [PMID: 32375640 PMCID: PMC7203903 DOI: 10.1186/s12872-020-01478-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Accepted: 04/12/2020] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Epicardial adipose tissue (EAT) remodeling and adipocytokines are associated with structural remodeling in atrial fibrillation (AF). However, the role of omentin-1, a novel adipocytokine, in structural remodeling remains unknown. METHODS Hematoxylin and eosin (H&E) and Masson's trichrome stains were used to investigate the histology of EAT and right atrial appendages. The expression levels of adipocytokines in these human samples were determined by immunohistochemical assay and western blotting. Models of transforming growth factor (TGF)-β1-induced activation of cardiac fibroblasts (CFs) and TGF-β1-induced endothelial-mesenchymal transition (EndMT) of human umbilical vein endothelial cell (HUVEC) were established to explore roles of omentin-1 in these processes. To determine changes in adipocytokines secretion under hypoxia conditions, adipocytes were treated with 5% O2 and 95% N2, and then CFs and HUVECs were co-cultured with the conditioned medium of adipocytes to determine the effects of hypoxia-treated adipocytes on these cells. RESULTS Expression of omentin-1 was downregulated in the EAT and right atrial appendages from patients with AF compared to samples from patients without AF, while the TGF-β1 level was upregulated in EAT from patients with AF. EAT from patients with AF exhibited adipocyte hypertrophy and severe interstitial fibrosis. Omentin-1 inhibited TGF-β1-induced CF activation and reversed TGF-β1-induced HUVEC EndMT. Adipocytes treated with hypoxia exhibited downregulation of omentin-1 and partly activated CFs. CONCLUSIONS This study demonstrated that omentin-1 was an antifibrotic adipocytokine and was downregulated in patients with AF, which was partly mediated by hypoxia.
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Affiliation(s)
- Yubin Chen
- Department of Cardiac Surgery, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Fen Liu
- The Institute of Medical Science Research, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Fei Han
- Department of Cardiac Surgery, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Lizhi Lv
- Department of Cardiac Surgery, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Can-E Tang
- The Institute of Medical Science Research, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Zhongshang Xie
- Department of Cardiac Surgery, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China.
| | - Fanyan Luo
- Department of Cardiac Surgery, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China.
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Tan L, Xu Q, Wang Q, Shi R, Zhang G. Identification of key genes and pathways affected in epicardial adipose tissue from patients with coronary artery disease by integrated bioinformatics analysis. PeerJ 2020; 8:e8763. [PMID: 32257639 PMCID: PMC7102503 DOI: 10.7717/peerj.8763] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Accepted: 02/17/2020] [Indexed: 12/14/2022] Open
Abstract
Background Coronary artery disease (CAD) is a common disease with high cost and mortality. Here, we studied the differentially expressed genes (DEGs) between epicardial adipose tissue (EAT) and subcutaneous adipose tissue (SAT) from patients with CAD to explore the possible pathways and mechanisms through which EAT participates in the CAD pathological process. Methods Microarray data for EAT and SAT were obtained from the Gene Expression Omnibus database, including three separate expression datasets: GSE24425, GSE64554 and GSE120774. The DEGs between EAT samples and SAT control samples were screened out using the limma package in the R language. Next, we conducted bioinformatic analysis of gene ontology terms and Kyoto Encyclopedia of Genes and Genomes pathways to discover the enriched gene sets and pathways associated with DEGs. Simultaneously, gene set enrichment analysis was carried out to discover enriched gene functions and pathways from all expression data rather than DEGs. The PPI network was constructed to reveal the possible protein interactions consistent with CAD. Mcode and Cytohubba in Cytoscape revealed the possible key CAD genes. In the next step, the corresponding predicted microRNAs (miRNAs) were analysed using miRNA Data Integration Portal. RT-PCR was used to validate the bioinformatic results. Results The three datasets had a total of 89 DEGs (FC log2 > 1 and P value < 0.05). By comparing EAT and SAT, ten common key genes (HOXA5, HOXB5, HOXC6, HOXC8, HOXB7, COL1A1, CCND1, CCL2, HP and TWIST1) were identified. In enrichment analysis, pro-inflammatory and immunological genes and pathways were up-regulated. This could help elucidate the molecular expression mechanism underlying the involvement of EAT in CAD development. Several miRNAs were predicted to regulate these DEGs. In particular, hsa-miR-196a-5p and hsa-miR-196b-5p may be more reliably associated with CAD. Finally, RT-PCR validated the significant difference of OXA5, HOXC6, HOXC8, HOXB7, COL1A1, CCL2 between EAT and SAT (P value < 0.05). Conclusions Between EAT and SAT in CAD patients, a total of 89 DEGs, and 10 key genes, including HOXA5, HOXB5, HOXC6, HOXC8, HOXB7, COL1A1, CCND1, CCL2, HP and TWIST1, and miRNAs hsa-miR-196a-5p and hsa-miR-196b-5p were predicted to play essential roles in CAD pathogenesis. Pro-inflammatory and immunological pathways could act as key EAT regulators by participating in the CAD pathological process.
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Affiliation(s)
- Liao Tan
- Department of Cardiovascular Medicine, Xiangya Hospital, Central South University, Changsha, China.,Institute of Hypertension, Central South University, Changsha, China
| | - Qian Xu
- Institute of Hypertension, Central South University, Changsha, China.,Department of Cardiovascular Surgery, Xiangya Hospital, Central South University, Changsha, China
| | - Qianchen Wang
- Department of Cardiovascular Medicine, Xiangya Hospital, Central South University, Changsha, China.,Institute of Hypertension, Central South University, Changsha, China
| | - Ruizheng Shi
- Department of Cardiovascular Medicine, Xiangya Hospital, Central South University, Changsha, China.,Institute of Hypertension, Central South University, Changsha, China
| | - Guogang Zhang
- Department of Cardiovascular Medicine, Xiangya Hospital, Central South University, Changsha, China.,Institute of Hypertension, Central South University, Changsha, China.,Department of Cardiovascular Medicine, The Third Xiangya Hospital, Central South University, Changsha, China
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