1
|
Fu Y, Wang C, Gao Z, Liao Y, Peng M, Fu F, Li G, Su D, Guo J, Shan Y. Microbes: Drivers of Chenpi manufacturing, biotransformation, and physiological effects. Food Chem 2024; 464:141631. [PMID: 39454433 DOI: 10.1016/j.foodchem.2024.141631] [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: 05/27/2024] [Revised: 09/16/2024] [Accepted: 10/11/2024] [Indexed: 10/28/2024]
Abstract
Chenpi holds a rich history of both edible and medicinal applications worldwide, garnering increased attention from researchers in recent years due to its diverse physiological effects. While current research predominantly exploresed its chemical composition and physiological effects, there remains a notable gap in knowledge concerning its manufacturing, characteristic chemical substances, and the underlying mechanisms driving its physiological effects. In this review, the impacts of microbes on the manufacturing, biotransformation, and physiological effects of Chenpi were summarized, as well as the present status of product development. Furthermore, this review engaged in an in-depth discussion highlighting the challenges and shortcomings in recent research, while proposing potential directions and prospects. Additionally, the claim that "The longer the aging, the better the quality" of Chenpi was scientifically evaluated for the first time, providing a solid theoretical foundation for advancing the Chenpi industry.
Collapse
Affiliation(s)
- Yanjiao Fu
- Longping Branch, College of Biology, Hunan University, Changsha 410125, China; Hunan Agriculture Product Processing Institute; Dongting Laboratory; Hunan Academy of Agricultural Sciences, Changsha 410125, China
| | - Chao Wang
- Longping Branch, College of Biology, Hunan University, Changsha 410125, China; Hunan Agriculture Product Processing Institute; Dongting Laboratory; Hunan Academy of Agricultural Sciences, Changsha 410125, China
| | - Zhipeng Gao
- Fisheries College, Hunan Agricultural University, Changsha 410128, China
| | - Yanfang Liao
- Longping Branch, College of Biology, Hunan University, Changsha 410125, China; Hunan Agriculture Product Processing Institute; Dongting Laboratory; Hunan Academy of Agricultural Sciences, Changsha 410125, China
| | - Mingfang Peng
- Longping Branch, College of Biology, Hunan University, Changsha 410125, China; Hunan Agriculture Product Processing Institute; Dongting Laboratory; Hunan Academy of Agricultural Sciences, Changsha 410125, China
| | - Fuhua Fu
- Longping Branch, College of Biology, Hunan University, Changsha 410125, China; Hunan Agriculture Product Processing Institute; Dongting Laboratory; Hunan Academy of Agricultural Sciences, Changsha 410125, China
| | - Gaoyang Li
- Longping Branch, College of Biology, Hunan University, Changsha 410125, China; Hunan Agriculture Product Processing Institute; Dongting Laboratory; Hunan Academy of Agricultural Sciences, Changsha 410125, China
| | - Donglin Su
- Longping Branch, College of Biology, Hunan University, Changsha 410125, China; Hunan Agriculture Product Processing Institute; Dongting Laboratory; Hunan Academy of Agricultural Sciences, Changsha 410125, China
| | - Jiajing Guo
- Hunan Agriculture Product Processing Institute; Dongting Laboratory; Hunan Academy of Agricultural Sciences, Changsha 410125, China.
| | - Yang Shan
- Longping Branch, College of Biology, Hunan University, Changsha 410125, China; Hunan Agriculture Product Processing Institute; Dongting Laboratory; Hunan Academy of Agricultural Sciences, Changsha 410125, China.
| |
Collapse
|
2
|
Ktenopoulos N, Sagris M, Gerogianni M, Pamporis K, Apostolos A, Balampanis K, Tsioufis K, Toutouzas K, Tousoulis D. Non-Alcoholic Fatty Liver Disease and Coronary Artery Disease: A Bidirectional Association Based on Endothelial Dysfunction. Int J Mol Sci 2024; 25:10595. [PMID: 39408924 PMCID: PMC11477211 DOI: 10.3390/ijms251910595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2024] [Revised: 09/23/2024] [Accepted: 09/29/2024] [Indexed: 10/20/2024] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is the most common cause of chronic liver disease and is regarded as a liver manifestation of metabolic syndrome. It is linked to insulin resistance, obesity, and diabetes mellitus, all of which increase the risk of cardiovascular complications. Endothelial dysfunction (EnD) constitutes the main driver in the progression of atherosclerosis and coronary artery disease (CAD). Several pathophysiological alterations and molecular mechanisms are involved in the development of EnD in patients with NAFLD. Our aim is to examine the association of NAFLD and CAD with the parallel assessment of EnD, discussing the pathophysiological mechanisms and the genetic background that underpin this relationship. This review delves into the management of the condition, exploring potential clinical implications and available medical treatment options to facilitate the deployment of optimal treatment strategies for these patients.
Collapse
Affiliation(s)
- Nikolaos Ktenopoulos
- First Department of Cardiology, ‘Hippokration’ General Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece; (M.S.); (A.A.); (K.T.); (K.T.); (D.T.)
| | - Marios Sagris
- First Department of Cardiology, ‘Hippokration’ General Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece; (M.S.); (A.A.); (K.T.); (K.T.); (D.T.)
| | - Maria Gerogianni
- Endocrine Unit, 2nd Propaedeutic Department of Internal Medicine, School of Medicine, Research Institute and Diabetes Center, Attikon University Hospital, National and Kapodistrian University of Athens, 12641 Athens, Greece;
- Second Department of Internal Medicine, Attikon University Hospital, Medical School, National and Kapodistrian University of Athens, 12462 Athens, Greece;
| | - Konstantinos Pamporis
- Department of Hygiene, Social-Preventive Medicine & Medical Statistics, Medical School, Aristotle University of Thessaloniki, University Campus, 54124 Thessaloniki, Greece;
| | - Anastasios Apostolos
- First Department of Cardiology, ‘Hippokration’ General Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece; (M.S.); (A.A.); (K.T.); (K.T.); (D.T.)
| | - Konstantinos Balampanis
- Second Department of Internal Medicine, Attikon University Hospital, Medical School, National and Kapodistrian University of Athens, 12462 Athens, Greece;
| | - Konstantinos Tsioufis
- First Department of Cardiology, ‘Hippokration’ General Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece; (M.S.); (A.A.); (K.T.); (K.T.); (D.T.)
| | - Konstantinos Toutouzas
- First Department of Cardiology, ‘Hippokration’ General Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece; (M.S.); (A.A.); (K.T.); (K.T.); (D.T.)
| | - Dimitris Tousoulis
- First Department of Cardiology, ‘Hippokration’ General Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece; (M.S.); (A.A.); (K.T.); (K.T.); (D.T.)
| |
Collapse
|
3
|
Wang M, Ma Y, Lan Y, Bai R, Yang L, Hou Y. Association of liver multi-parameter quantitative metrics determined by dual-layer spectral detector computed tomography (SDCT) with coronary plaque scores. Quant Imaging Med Surg 2024; 14:7392-7405. [PMID: 39429605 PMCID: PMC11485365 DOI: 10.21037/qims-24-53] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Accepted: 08/15/2024] [Indexed: 10/22/2024]
Abstract
Background Hepatic steatosis is closely related to the occurrence and development of coronary plaques. Spectral detector computed tomography (SDCT) can provide more precise multiparameter quantitative parameters for hepatic steatosis. Hence, the purpose of this cross-sectional study was to explore the effect of quantitative liver metrics measured using SDCT on the extent and severity of coronary plaques. Methods In patients who underwent upper abdomen unenhanced SDCT and coronary computed tomography angiography, plaque extent and severity were assessed using segmental involvement score (SIS) and segmental stenosis score (SSS). Liver fat quantification was evaluated by polychromatic and virtual mono-energetic images at 40 and 70 kev, spectral attenuation curve slope, and effective atomic number (CT40 keV, CT70 kev, λHU, and Zeff, respectively). A logistic regression model evaluated the factors influencing high SIS and SSS. Results Enrolled patients (n=644) were divided into groups: low SIS (<5) (n=451), high SIS (≥5) (n=193), low SSS (<5) (n=461), and high SSS (≥5) (n=183). Zeff was more closely correlated with SIS (standard partial regression coefficient =-0.422, P<0.001) and SSS (standard partial regression coefficient =-0.346, P<0.001). Zeff was divided into four groups using interquartile intervals. Compared with the patients in the lowest quartile, those in the second [odds ratio (OR) =2.116, 95% confidence interval (CI): 1.134-3.949, P=0.018], third (OR =2.832, 95% CI: 1.461-5.491, P=0.002), and fourth (OR =3.584, 95% CI: 1.857-6.918, P<0.001) quartiles showed higher risk for high SIS. And correspondingly, the second (OR =1.933, 95% CI: 1.040-3.592, P=0.037), third (OR =2.900, 95% CI: 1.499-5.609, P=0.002), and fourth (OR =3.368, 95% CI: 1.743-6.510, P<0.001) quartiles showed higher risk for high SSS, especially in those who were <60 years old, male and had visceral adipose tissue/subcutaneous adipose tissue <1.18. Conclusions The SDCT-Zeff was an independent factor associated with high SIS and SSS. The quantification of liver fat may be useful for evaluating the risk and prognosis of coronary atherosclerosis.
Collapse
Affiliation(s)
- Min Wang
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Yue Ma
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Yu Lan
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Ruobing Bai
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Linlin Yang
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Yang Hou
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, China
| |
Collapse
|
4
|
Sposito AC. Accelerated Pace of Atherosclerosis in Steatotic Liver Disease: Implications for Risk Stratification. Circ Cardiovasc Imaging 2024; 17:e017376. [PMID: 39288208 DOI: 10.1161/circimaging.124.017376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/19/2024]
Affiliation(s)
- Andrei C Sposito
- Atherosclerosis and Vascular Biology Laboratory, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Brazil
| |
Collapse
|
5
|
De Filippo O, Di Pietro G, Nebiolo M, Ribaldone DG, Gatti M, Bruno F, Gallone G, Armandi A, Birtolo LI, Zullino V, Mennini G, Corradini SG, Mancone M, Bugianesi E, Iannaccone M, De Ferrari GM, D'Ascenzo F. Increased prevalence of high-risk coronary plaques in metabolic dysfunction associated steatotic liver disease patients: A meta-analysis. Eur J Clin Invest 2024; 54:e14188. [PMID: 38396359 DOI: 10.1111/eci.14188] [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: 12/07/2023] [Accepted: 02/15/2024] [Indexed: 02/25/2024]
Abstract
BACKGROUND Metabolic dysfunction associated steatotic liver disease (MASLD) is associated with an increased risk of coronary artery disease. Computed Tomography Coronary Angiography (CTCA) can assess both the extent and the features of coronary plaques. We aimed to gather evidence about the prevalence and features of coronary plaques among MASLD patients. METHODS PubMed, Scopus, and Google Scholar databases were searched for randomized controlled trials and adjusted observational studies assessing the prevalence and features of coronary plaques by means of CTCA in MASLD patients as compared with a control group. The prevalence of coronary stenosis (defined as >30% and >50% diameter of stenosis), of increasing coronary artery calcium (CAC) score and of high-risk features (namely low-attenuation plaques, napkin ring sign, spotty calcification and positive remodelling) in MASLD patients were the endpoints of interest. RESULTS Twenty-four observational studies were included. MASLD was associated with an increased prevalence of critical coronary stenosis compared with controls (odds ratio [OR] 1.54, 95%CI 1.23-1.93). Increased values of CAC score were observed in MASLD patients (OR 1.35, 95%CI 1.02-1.78 and OR 2.26, 95%CI 1.57-3.23 for CAC score 0-100 and >100, respectively). An increased risk of 'high-risk' coronary plaques was observed in MASLD patients (OR 2.13, 95%CI 1.42-3.19). As high-risk features plaques, a higher prevalence of positive remodelling and spotty calcification characterize MASLD patients (OR 2.92, 95%CI 1.79-4.77 and OR 2.96, 95%CI 1.22-7.20). CONCLUSIONS Patients with MASLD are at increased risk of developing critical coronary stenosis and coronary plaques characterized by high-risk features as detected by CTCA.
Collapse
Affiliation(s)
- Ovidio De Filippo
- Division of Cardiology, Cardiovascular and Thoracic Department, Città della Salute e della Scienza Hospital, Turin, Italy
- Department of Medical Sciences, University of Turin, Turin, Italy
| | - Gianluca Di Pietro
- Division of Cardiology, Cardiovascular and Thoracic Department, Città della Salute e della Scienza Hospital, Turin, Italy
- Department of Clinical Internal, Anaesthesiological and Cardiovascular Sciences, Sapienza University of Rome, Rome, Italy
| | - Marco Nebiolo
- Department of Medical Sciences, University of Turin, Turin, Italy
| | - Davide Giuseppe Ribaldone
- Department of Medical Sciences, University of Turin, Turin, Italy
- Division of Gastroenterology and Hepatology, Città della Salute e della Scienza di Torino, Turin, Italy
| | - Marco Gatti
- Radiology Unit, Department of Surgical Sciences, University of Turin, Turin, Italy
| | - Francesco Bruno
- Division of Cardiology, Cardiovascular and Thoracic Department, Città della Salute e della Scienza Hospital, Turin, Italy
- Department of Medical Sciences, University of Turin, Turin, Italy
| | | | - Angelo Armandi
- Department of Medical Sciences, University of Turin, Turin, Italy
- Metabolic Liver Disease Research Program, University Medical Center of the Johannes Gutenberg University of Mainz, Mainz, Germany
| | - Lucia Ilaria Birtolo
- Department of Clinical Internal, Anaesthesiological and Cardiovascular Sciences, Sapienza University of Rome, Rome, Italy
| | - Veronica Zullino
- Department of General Surgery, Surgical Specialties and Organ Transplantation "Paride Stefanini" Sapienza University of Rome, Rome, Italy
| | - Gianluca Mennini
- Department of General Surgery, Surgical Specialties and Organ Transplantation "Paride Stefanini" Sapienza University of Rome, Rome, Italy
| | | | - Massimo Mancone
- Department of Clinical Internal, Anaesthesiological and Cardiovascular Sciences, Sapienza University of Rome, Rome, Italy
| | - Elisabetta Bugianesi
- Department of Medical Sciences, University of Turin, Turin, Italy
- Division of Gastroenterology and Hepatology, Città della Salute e della Scienza di Torino, Turin, Italy
| | | | - Gaetano Maria De Ferrari
- Division of Cardiology, Cardiovascular and Thoracic Department, Città della Salute e della Scienza Hospital, Turin, Italy
- Department of Medical Sciences, University of Turin, Turin, Italy
| | - Fabrizio D'Ascenzo
- Division of Cardiology, Cardiovascular and Thoracic Department, Città della Salute e della Scienza Hospital, Turin, Italy
- Department of Medical Sciences, University of Turin, Turin, Italy
| |
Collapse
|
6
|
Qi H, Jiang S, Nan J, Guo H, Cheng C, He X, Jin H, Zhang R, Lei J. Application and research progress of magnetic resonance proton density fat fraction in metabolic dysfunction-associated steatotic liver disease: a comprehensive review. Abdom Radiol (NY) 2024:10.1007/s00261-024-04448-9. [PMID: 39048719 DOI: 10.1007/s00261-024-04448-9] [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: 04/29/2024] [Revised: 06/06/2024] [Accepted: 06/07/2024] [Indexed: 07/27/2024]
Abstract
Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD), formerly known as Non-Alcoholic Fatty Liver Disease (NAFLD), is a chronic liver disorder associated with disturbances in lipid metabolism. The disease is prevalent worldwide, particularly closely linked with metabolic syndromes such as obesity and diabetes. Magnetic Resonance Proton Density Fat Fraction (MRI-PDFF), serving as a non-invasive and highly quantitative imaging assessment tool, holds promising applications in the diagnosis and research of MASLD. This paper aims to comprehensively review and summarize the applications and research progress of MRI-PDFF technology in MASLD, analyze its strengths and challenges, and anticipate its future developments in clinical practice.
Collapse
Affiliation(s)
- Hongyan Qi
- The First Clinical Medical College of Lanzhou University, No.1 Donggang West Road, Chengguan District, Lanzhou City, 730000, Gansu Province, China
| | | | - Jiang Nan
- Department of Radiology, The First Hospital of Lanzhou University, Lanzhou, Gansu, China
| | - Hang Guo
- Department of Radiology, The First Hospital of Lanzhou University, Lanzhou, Gansu, China
| | - Cai Cheng
- Department of Radiology, The First Hospital of Lanzhou University, Lanzhou, Gansu, China
| | - Xin He
- Department of Radiology, The First Hospital of Lanzhou University, Lanzhou, Gansu, China
| | - Hongyang Jin
- Department of Radiology, The First Hospital of Lanzhou University, Lanzhou, Gansu, China
| | - Rongfan Zhang
- Department of Radiology, The First Hospital of Lanzhou University, Lanzhou, Gansu, China
| | - Junqiang Lei
- The First Clinical Medical College of Lanzhou University, No.1 Donggang West Road, Chengguan District, Lanzhou City, 730000, Gansu Province, China.
- Department of Radiology, The First Hospital of Lanzhou University, Lanzhou, Gansu, China.
- Radiological Clinical Medicine Research Center of Gansu Province, Lanzhou, Gansu, China.
| |
Collapse
|
7
|
Sukudom S, Wee J, Huangfu G, Ayonrinde O, Fegan PG, Ihdayhid A, Watts GF, Dwivedi G. Hepatic Steatosis and High-Risk Coronary Plaque: A Systematic Review. JACC Cardiovasc Imaging 2024:S1936-878X(24)00250-X. [PMID: 39093253 DOI: 10.1016/j.jcmg.2024.06.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 06/17/2024] [Accepted: 06/20/2024] [Indexed: 08/04/2024]
|
8
|
Manolis AA, Manolis TA, Manolis AS. Managing chronic coronary syndrome: how do we achieve optimal patient outcomes? Expert Rev Cardiovasc Ther 2024; 22:243-263. [PMID: 38757743 DOI: 10.1080/14779072.2024.2357344] [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: 01/06/2024] [Accepted: 05/15/2024] [Indexed: 05/18/2024]
Abstract
INTRODUCTION Chronic coronary syndrome (CCS) remains the leading cause of death worldwide with high admission/re-admission rates. Medical databases were searched on CCS & its management. AREAS COVERED This review discusses phenotypes per stress-echocardiography, noninvasive/invasive testing (coronary computed-tomography angiography-CCTA; coronary artery calcium - CAC score; echocardiography assessing wall-motion, LV function, valvular disease; biomarkers), multidisciplinary management (risk factors/anti-inflammatory/anti-ischemic/antithrombotic therapies and revascularization), newer treatments (colchicine/ivabradine/ranolazine/melatonin), cardiac rehabilitation/exercise improving physical activity and quality-of-life, use of the implantable-defibrillator, and treatment with extracorporeal shockwave-revascularization for refractory symptoms. EXPERT OPINION CCS is age-dependent, leading cause of death worldwide with high hospitalization rates. Stress-echocardiography defines phenotypes and guides prophylaxis and management. CAC is a surrogate for atherosclerosis burden, best for patients of intermediate/borderline risk. Higher CAC-scores indicate more severe coronary abnormalities. CCTA is preferred for noninvasive detection of CAC and atherosclerosis burden, determining stenosis' functional significance, and guiding management. Combining CAC score with CCTA improves diagnostic yield and assists prognosis. Echocardiography assesses LV wall-motion and function and valvular disease. Biomarkers guide diagnosis/prognosis. CCS management is multidisciplinary: risk-factor management, anti-inflammatory/anti-ischemic/antithrombotic therapies, and revascularization. Newer therapies comprise colchicine, ivabradine, ranolazine, melatonin, glucagon-like peptide-1-receptor antagonists. Cardiac rehabilitation/exercise improves physical activity and quality-of-life. An ICD protects from sudden death. Extracorporeal shockwave-revascularization treats refractory symptoms.
Collapse
Affiliation(s)
| | - Theodora A Manolis
- Department of Psychiatry, Aiginiteio University Hospital, Athens, Greece
| | - Antonis S Manolis
- First Department of Cardiology, Ippokrateio University Hospital, Athens, Greece
| |
Collapse
|
9
|
Karady J, McGarrah RW, Nguyen M, Giamberardino SN, Meyersohn N, Lu MT, Staziaki PV, Puchner SB, Bittner DO, Foldyna B, Mayrhofer T, Connelly MA, Tchernof A, White PJ, Nasir K, Corey K, Voora D, Pagidipati N, Ginsburg GS, Kraus WE, Hoffmann U, Douglas PS, Shah SH, Ferencik M. Lipoprotein subclasses are associated with Hepatic steatosis: insights from the prospective multicenter imaging study for the evaluation of chest pain (PROMISE) clinical trial. Am J Prev Cardiol 2024; 18:100680. [PMID: 38764778 PMCID: PMC11101949 DOI: 10.1016/j.ajpc.2024.100680] [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: 02/14/2024] [Revised: 04/12/2024] [Accepted: 04/27/2024] [Indexed: 05/21/2024] Open
Abstract
Objectives To determine the relationship between lipoprotein particle size/number with hepatic steatosis (HS), given its association with traditional lipoproteins and coronary atherosclerosis. Methods Individuals with available CT data and blood samples enrolled in the PROMISE trial were studied. HS was defined based on CT attenuation. Lipoprotein particle size/number were measured by nuclear magnetic resonance spectroscopy. Principal components analysis (PCA) was used for dimensionality reduction. The association of PCA factors and individual lipoprotein particle size/number with HS were assessed in multivariable regression models. Associations were validated in an independent cohort of 59 individuals with histopathology defined HS. Results Individuals with HS (n=410/1,509) vs those without (n=1,099/1,509), were younger (59±8 vs 61±8 years) and less often females (47.6 % vs 55.9 %). All PCA factors were associated with HS: factor 1 (OR:1.36, 95 %CI:1.21-1.53), factor 3 (OR:1.75, 95 %CI:1.53-2.02) and factor 4 (OR:1.49; 95 %CI:1.32-1.68) were weighted heavily with small low density lipoprotein (LDL) and triglyceride-rich (TRL) particles, while factor 2 (OR:0.86, 95 %CI:0.77-0.97) and factor 5 (OR:0.74, 95 %CI:0.65-0.84) were heavily loaded with high density lipoprotein (HDL) and larger LDL particles. These observations were confirmed with the analysis of individual lipoprotein particles in PROMISE. In the validation cohort, association between HS and large TRL (OR: 8.16, 95 %CI:1.82-61.98), and mean sizes of TRL- (OR: 2.82, 95 %CI:1.14-9.29) and HDL (OR:0.35, 95 %CI:0.13-0.72) were confirmed. Conclusions Large TRL, mean sizes of TRL-, and HDL were associated with radiographic and histopathologic HS. The use of lipoprotein particle size/number could improve cardiovascular risk assessment in HS.
Collapse
Affiliation(s)
- Julia Karady
- Cardiovascular Imaging Research Center, Harvard Medical School - Massachusetts General Hospital, MA, USA
- MTA-SE Cardiovascular Imaging Research Group, Heart and Vascular Center, Semmelweis University, Budapest, Hungary
| | - Robert W McGarrah
- Duke Molecular Physiology Institute, Duke University, Durham, NC, USA
| | - Maggie Nguyen
- Duke Molecular Physiology Institute, Duke University, Durham, NC, USA
| | | | - Nandini Meyersohn
- Cardiovascular Imaging Research Center, Harvard Medical School - Massachusetts General Hospital, MA, USA
| | - Michael T Lu
- Cardiovascular Imaging Research Center, Harvard Medical School - Massachusetts General Hospital, MA, USA
| | - Pedro V Staziaki
- Cardiovascular Imaging Research Center, Harvard Medical School - Massachusetts General Hospital, MA, USA
- University of Vermont Medical Center, Robert Larner College of Medicine at the University of Vermont, Burlington, VT, USA
| | - Stefan B Puchner
- Cardiovascular Imaging Research Center, Harvard Medical School - Massachusetts General Hospital, MA, USA
- Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Daniel O Bittner
- Cardiovascular Imaging Research Center, Harvard Medical School - Massachusetts General Hospital, MA, USA
- Friedrich-Alexander University Erlangen-Nürnberg, Department of Cardiology, University Hospital Erlangen, Germany
| | - Borek Foldyna
- Cardiovascular Imaging Research Center, Harvard Medical School - Massachusetts General Hospital, MA, USA
| | - Thomas Mayrhofer
- Cardiovascular Imaging Research Center, Harvard Medical School - Massachusetts General Hospital, MA, USA
- School of Business Studies, Stralsund University of Applied Sciences, Stralsund, Germany
| | | | - Andre Tchernof
- Quebec Heart and Lung Institute, School of Nutrition, Laval University, Canada; Institute of Nutrition and Functional Foods, Laval University, Canada
| | - Phillip J White
- Duke Molecular Physiology Institute, Duke University, Durham, NC, USA
- Department of Medicine, Division of Endocrinology, Metabolism and Nutrition, Duke University, Durham, NC, USA
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - Khurram Nasir
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - Kathleen Corey
- Division of Gastroenterology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Deepak Voora
- Duke Precision Medicine Program, Duke University School of Medicine, Durham, NC, USA
| | - Neha Pagidipati
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
| | - Geoffrey S Ginsburg
- All of Us Research Program, National Institutes of Health, MD Innovative Imaging, Bethesda, USA
| | - William E Kraus
- Duke Molecular Physiology Institute, Duke University, Durham, NC, USA
| | - Udo Hoffmann
- Cardiovascular Imaging Research Center, Harvard Medical School - Massachusetts General Hospital, MA, USA
- Consulting LLC, Waltham, MA, USA
- Cleerly Inc., Denver, CO, USA
| | - Pamela S Douglas
- Duke Molecular Physiology Institute, Duke University, Durham, NC, USA
| | - Svati H Shah
- Duke Molecular Physiology Institute, Duke University, Durham, NC, USA
| | - Maros Ferencik
- Knight Cardiovascular Institute, Oregon Health and Science University, Portland, OR, USA
| |
Collapse
|
10
|
Okamura T, Tsukamoto K, Arai H, Fujioka Y, Ishigaki Y, Koba S, Ohmura H, Shoji T, Yokote K, Yoshida H, Yoshida M, Deguchi J, Dobashi K, Fujiyoshi A, Hamaguchi H, Hara M, Harada-Shiba M, Hirata T, Iida M, Ikeda Y, Ishibashi S, Kanda H, Kihara S, Kitagawa K, Kodama S, Koseki M, Maezawa Y, Masuda D, Miida T, Miyamoto Y, Nishimura R, Node K, Noguchi M, Ohishi M, Saito I, Sawada S, Sone H, Takemoto M, Wakatsuki A, Yanai H. Japan Atherosclerosis Society (JAS) Guidelines for Prevention of Atherosclerotic Cardiovascular Diseases 2022. J Atheroscler Thromb 2024; 31:641-853. [PMID: 38123343 DOI: 10.5551/jat.gl2022] [Citation(s) in RCA: 29] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2023] Open
Affiliation(s)
- Tomonori Okamura
- Preventive Medicine and Public Health, Keio University School of Medicine
| | | | | | - Yoshio Fujioka
- Faculty of Nutrition, Division of Clinical Nutrition, Kobe Gakuin University
| | - Yasushi Ishigaki
- Division of Diabetes, Metabolism and Endocrinology, Department of Internal Medicine, Iwate Medical University
| | - Shinji Koba
- Division of Cardiology, Department of Medicine, Showa University School of Medicine
| | - Hirotoshi Ohmura
- Department of Cardiovascular Biology and Medicine, Juntendo University Graduate School of Medicine
| | - Tetsuo Shoji
- Department of Vascular Medicine, Osaka Metropolitan University Graduate school of Medicine
| | - Koutaro Yokote
- Department of Endocrinology, Hematology and Gerontology, Chiba University Graduate School of Medicine
| | - Hiroshi Yoshida
- Department of Laboratory Medicine, The Jikei University Kashiwa Hospital
| | | | - Juno Deguchi
- Department of Vascular Surgery, Saitama Medical Center, Saitama Medical University
| | - Kazushige Dobashi
- Department of Pediatrics, School of Medicine, University of Yamanashi
| | | | | | - Masumi Hara
- Department of Internal Medicine, Mizonokuchi Hospital, Teikyo University School of Medicine
| | - Mariko Harada-Shiba
- Cardiovascular Center, Osaka Medical and Pharmaceutical University
- Department of Molecular Pathogenesis, National Cerebral and Cardiovascular Center Research Institute
| | - Takumi Hirata
- Institute for Clinical and Translational Science, Nara Medical University
| | - Mami Iida
- Department of Internal Medicine and Cardiology, Gifu Prefectural General Medical Center
| | - Yoshiyuki Ikeda
- Department of Cardiovascular Medicine and Hypertension, Graduate School of Medical and Dental Sciences, Kagoshima University
| | - Shun Ishibashi
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Jichi Medical University, School of Medicine
- Current affiliation: Ishibashi Diabetes and Endocrine Clinic
| | - Hideyuki Kanda
- Department of Public Health, Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University
| | - Shinji Kihara
- Medical Laboratory Science and Technology, Division of Health Sciences, Osaka University graduate School of medicine
| | - Kazuo Kitagawa
- Department of Neurology, Tokyo Women's Medical University Hospital
| | - Satoru Kodama
- Department of Prevention of Noncommunicable Diseases and Promotion of Health Checkup, Department of Hematology, Endocrinology and Metabolism, Niigata University Faculty of Medicine
| | - Masahiro Koseki
- Department of Cardiovascular Medicine, Osaka University Graduate School of Medicine
| | - Yoshiro Maezawa
- Department of Endocrinology, Hematology and Gerontology, Chiba University Graduate School of Medicine
| | - Daisaku Masuda
- Department of Cardiology, Center for Innovative Medicine and Therapeutics, Dementia Care Center, Doctor's Support Center, Health Care Center, Rinku General Medical Center
| | - Takashi Miida
- Department of Clinical Laboratory Medicine, Juntendo University Graduate School of Medicine
| | | | - Rimei Nishimura
- Department of Diabetes, Metabolism and Endocrinology, The Jikei University School of Medicine
| | - Koichi Node
- Department of Cardiovascular Medicine, Saga University
| | - Midori Noguchi
- Division of Public Health, Department of Social Medicine, Graduate School of Medicine, Osaka University
| | - Mitsuru Ohishi
- Department of Cardiovascular Medicine and Hypertension, Graduate School of Medical and Dental Sciences, Kagoshima University
| | - Isao Saito
- Department of Public Health and Epidemiology, Faculty of Medicine, Oita University
| | - Shojiro Sawada
- Division of Metabolism and Diabetes, Faculty of Medicine, Tohoku Medical and Pharmaceutical University
| | - Hirohito Sone
- Department of Hematology, Endocrinology and Metabolism, Niigata University Faculty of Medicine
| | - Minoru Takemoto
- Department of Diabetes, Metabolism and Endocrinology, International University of Health and Welfare
| | | | - Hidekatsu Yanai
- Department of Diabetes, Endocrinology and Metabolism, National Center for Global Health and Medicine Kohnodai Hospital
| |
Collapse
|
11
|
Yang W, Wen D, Li S, Zhao H, Xu J, Liu J, Chang Y, Xu J, Zheng M. Prognostic Value of Non-alcoholic Fatty Liver Disease and RCA Pericoronary Adipose Tissue CT Attenuation in Patients with Acute Chest Pain. Acad Radiol 2024; 31:1773-1783. [PMID: 38160090 DOI: 10.1016/j.acra.2023.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Revised: 11/22/2023] [Accepted: 12/01/2023] [Indexed: 01/03/2024]
Abstract
RATIONALE AND OBJECTIVES Pericoronary adipose tissue (PCAT) CT attenuation of right coronary artery (RCA) and non-alcoholic fatty liver disease (NAFLD) have prognostic value for major adverse cardiovascular events (MACE) in patients with coronary artery disease. However, the superior prognostic value between RCA PCAT CT attenuation and NAFLD remains unclear in patients with acute chest pain. This study is to evaluate the prognostic value of NAFLD for MACE, and further assess the incremental prognostic value of NAFLD over PCAT CT attenuation. MATERIALS AND METHODS Between January 2011 and December 2021, all consecutive emergency patients with acute chest pain referred for coronary CT angiography (CCTA) were retrospectively enrolled. MACE included unstable angina requiring hospitalization, coronary revascularization, non-fatal myocardial infarction, and all-cause death. Patients' baseline and CCTA characteristics, RCA PCAT CT attenuation, and the presence of NAFLD were used to evaluate risk factors of MACE using multivariable Cox regression analysis. The prognostic value of NAFLD compared to RCA PCAT CT attenuation was analyzed. RESULTS A total of 514 patients were enrolled (mean age, 58.36 ± 13.05 years; 310 men). During a median follow-up of 31 months, 60 patients (11.67%) experienced MACE. NAFLD (HR = 2.599, 95% CI: 1.207, 5.598, P = 0.015) and RCA PCAT CT attenuation (HR = 1.026, 95% CI: 1.001, 1.051, P = 0.038) were independent predictors of MACE. The global Chi-square analysis showed that NAFLD improved the risk of MACE more than that using clinical risk factors and CCTA metrics (59.51 vs 54.44, P = 0.024) or combined with RCA PCAT CT attenuation (63.75 vs 59.51, P = 0.040). CONCLUSION NAFLD and RCA PCAT CT attenuation were predictors of MACE. NAFLD had an incremental prognostic value beyond RCA PCAT CT attenuation for MACE in patients with acute chest pain. Adding CT-FFR into the risk prediction of patients with acute chest pain is worth considering.
Collapse
Affiliation(s)
- Wenxuan Yang
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, China (W.Y., D.W., S.L., M.Z.)
| | - Didi Wen
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, China (W.Y., D.W., S.L., M.Z.)
| | - Shuangxin Li
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, China (W.Y., D.W., S.L., M.Z.)
| | - Hongliang Zhao
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, China (W.Y., D.W., S.L., M.Z.)
| | - Jingji Xu
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, China (W.Y., D.W., S.L., M.Z.)
| | - Jiali Liu
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, China (W.Y., D.W., S.L., M.Z.)
| | - Yingjuan Chang
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, China (W.Y., D.W., S.L., M.Z.)
| | - Jian Xu
- Interventional Surgery Center, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, China (H.Z., J.X., J.L., Y.C., J.X.)
| | - Minwen Zheng
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, China (W.Y., D.W., S.L., M.Z.).
| |
Collapse
|
12
|
Mellemkjær A, Kjær MB, Haldrup D, Grønbæk H, Thomsen KL. Management of cardiovascular risk in patients with metabolic dysfunction-associated steatotic liver disease. Eur J Intern Med 2024; 122:28-34. [PMID: 38008609 DOI: 10.1016/j.ejim.2023.11.012] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Revised: 11/06/2023] [Accepted: 11/08/2023] [Indexed: 11/28/2023]
Abstract
The novel term Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) is proposed to replace non-alcoholic fatty liver disease (NAFLD) to highlight the close association with the metabolic syndrome. MASLD encompasses patients with liver steatosis and at least one of five cardiometabolic risk factors which implies that these patients are at increased risk of cardiovascular disease (CVD). Indeed, the prevalence of CVD in MASLD patients is increased and CVD is recognized as the most common cause of death in MASLD patients. We here present an update on the pathophysiology of CVD in MASLD, discuss the risk factors, and suggest screening for CVD in patients with MASLD. Currently, there is no FDA-approved pharmacological treatment for MASLD, and no specific treatment recommended for CVD in patients with MASLD. Thus, the treatment strategy is based on weight loss and a reduction and treatment of CVD risk factors. We recommend screening of MASLD patients for CVD using the SCORE2 system with guidance to specific treatment algorithms. In all patients with CVD risk factors, lifestyle intervention to induce weight loss through diet and exercise is recommended. Especially a Mediterranean diet may improve hyperlipidemia and if further treatment is needed, statins should be used as first-line treatment. Further, anti-hypertensive drugs should be used to treat hypertension. With the epidemic of obesity and type 2 diabetes mellitus (T2DM) the risk of MASLD and CVD is expected to increase, and preventive measures, screening, and effective treatments are highly needed to reduce morbidity and mortality in MASLD patients.
Collapse
Affiliation(s)
- Anders Mellemkjær
- Department of Hepatology & Gastroenterology, Aarhus University Hospital, Aarhus, Denmark; Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Mikkel Breinholt Kjær
- Department of Hepatology & Gastroenterology, Aarhus University Hospital, Aarhus, Denmark; Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - David Haldrup
- Department of Hepatology & Gastroenterology, Aarhus University Hospital, Aarhus, Denmark; Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Henning Grønbæk
- Department of Hepatology & Gastroenterology, Aarhus University Hospital, Aarhus, Denmark; Department of Clinical Medicine, Aarhus University, Aarhus, Denmark.
| | - Karen Louise Thomsen
- Department of Hepatology & Gastroenterology, Aarhus University Hospital, Aarhus, Denmark; Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| |
Collapse
|
13
|
Li W, Xu H. The differences between patients with nonalcoholic fatty liver disease (NAFLD) and those without NAFLD, as well as predictors of functional coronary artery ischemia in patients with NAFLD. Clin Cardiol 2024; 47:e24205. [PMID: 38108229 PMCID: PMC10823446 DOI: 10.1002/clc.24205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 11/29/2023] [Accepted: 12/04/2023] [Indexed: 12/19/2023] Open
Abstract
BACKGROUND Nonalcoholic fatty liver disease (NAFLD) is a chronic liver disease associated with metabolic syndrome. It is the most common cause of cryptogenic cirrhosis. The disease is also involved in the occurrence and development of type 2 diabetes and atherosclerosis and can directly affect the outcome of patients with coronary heart disease. Therefore, the focus of treatment of nonalcoholic fatty liver disease has also begun to focus on the treatment of risk factors for atherosclerotic heart disease. In this study, we investigated the difference between patients with coronary artery stenosis combined with NAFLD and those without NAFLD and evaluated the predictive factors and value of functional coronary artery ischemia in patients with NAFLD. HYPOTHESIS Many clinical factors (such as age, BMI, hyperglycemia) and imaging parameters (such as CACS grade) in the NAFLD group were different from those in the non-NAFLD group. The predictive model combined with multiple influencing factors has a good value in predicting coronary artery ischemia in patients with NAFLD. METHODS We collected the clinical and imaging data of patients who underwent coronary computed tomography angiography and coronary artery calcification score (CACS) scans between January and June 2023. A total of 392 patients were included and divided into the NAFLD group and the non-NAFLD group. Based on CT fractional flow reserve (CT-FFR), patients with NAFLD were divided into CT-FFR ≤ 0.08 group and CT-FFR > 0.08 group. RESULTS Significant differences were observed between the non-NAFLD and NAFLD groups in terms of age, body mass index, hyperglycemia, hyperlipidemia, triglyceride, high-density lipoprotein, coronary artery disease-reporting and data system (CAD-RADS) classification, CACS classification, number of diseased coronary arteries, and CT-FFR ≤ 0.80 ratio (p < .05). The CAD-RADS and CACS classifications can independently predict functional coronary artery ischemia in NAFLD patients. The combined use of CAD-RADS and CACS classifications resulted in an area under the curve of 0.819 (95% confidence interval: 0.761-0.876) for predicting coronary artery ischemia in NAFLD patients, which was higher than the individual classification methods (CAD-RADS: 0.762, CACS: 0.742) (p = .000). CONCLUSIONS There are differences between patients with coronary artery stenosis and NAFLD and those without NAFLD. The CAD-RADS classification and CACS classification can economically and efficiently predict functional coronary artery ischemia in patients with NAFLD, which has crucial value in clinical diagnosis and treatment.
Collapse
Affiliation(s)
- Wen‐Jing Li
- Department of Medical ImagingFifth Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Hong‐Wei Xu
- Department of Medical ImagingFifth Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| |
Collapse
|
14
|
Doumas SA, Tripathi S, Kashikar A, Khuttan A, Kumar A, Singh H, Canakis JP, Ashish K, Dey D, Oppenheim I, Dey AK. Nonalcoholic Fatty Liver Disease (NAFLD) and Cardiovascular Risk: Is Imaging Helpful? Curr Probl Cardiol 2024; 49:102065. [PMID: 37652112 DOI: 10.1016/j.cpcardiol.2023.102065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 08/26/2023] [Indexed: 09/02/2023]
Abstract
Nonalcoholic Fatty Liver Disease (NAFLD) is proving to be a globally prevalent condition. Moreover, NAFLD may be an independent risk factor associated with higher cardiovascular (CVD) morbidity and mortality. Further studies are needed to assess whether NAFLD needs to be included in the atherosclerotic risk score algorithms or whether patients with NAFLD need to be screened early on to assess their CVD risk especially since imaging such as positron emission tomography can be used to assess both NAFLD and CV disease at the same time. Therefore employing cardiovascular imaging modalities to investigate the incidence, extent, and nature of atherosclerotic lesions in NAFLD may be beneficial. Additionally, whether treating NAFLD halts the progression of CVD on imaging remains to be seen. Further research to delineate NAFLD and CVD associations, deciphering screening imaging modalities, and investigating targeted interventions could improve CVD morbidity and mortality in NAFLD.
Collapse
Affiliation(s)
| | | | - Aditi Kashikar
- The University of Texas Health Science Center, Houston, TX
| | | | - Ashwin Kumar
- Georgetown University Medical Center, Washington, DC
| | - Harjit Singh
- Georgetown University Medical Center, Washington, DC
| | | | | | - Debashish Dey
- Vidyasagar University, Midnapore, India; National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Ian Oppenheim
- Georgetown University Medical Center, Washington, DC
| | - Amit Kumar Dey
- Georgetown University Medical Center, Washington, DC; National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD.
| |
Collapse
|
15
|
Abosheaishaa H, Hussein M, Ghallab M, Abdelhamid M, Balassiano N, Ahammed MR, Baig MA, Khan J, Elshair M, Soliman MY, Abdelwahed M, Ali A, Alzamzamy A, Nassar M. Association between non-alcoholic fatty liver disease and coronary artery disease outcomes: A systematic review and meta-analysis. Diabetes Metab Syndr 2024; 18:102938. [PMID: 38194827 DOI: 10.1016/j.dsx.2023.102938] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2023] [Revised: 09/07/2023] [Accepted: 12/26/2023] [Indexed: 01/11/2024]
Abstract
OBJECTIVES To evaluate the association between non-alcoholic fatty liver disease (NAFLD) and cardiovascular outcomes, including angina, coronary artery disease (CAD), coronary artery calcification (CAC), myocardial infarction (MI), and calcified coronary plaques. METHODS A comprehensive search of databases, including PubMed, EMBASE, and Cochrane Library, was conducted up to January 2023. Studies were included investigating the relationship between NAFLD and cardiovascular outcomes in adult populations. Exclusion criteria were studies on animals, pediatric populations, and those not published in English. Two reviewers assessed the risk of bias in the included studies using the Newcastle-Ottawa Scale. Pooled odds ratios (ORs) and 95% confidence intervals (CIs) were calculated using random-effects models. RESULTS The meta-analysis included 32 studies with a total of 5,610,990 participants. NAFLD demonstrated significant associations with increased risks of angina (Relative Risk (RR): 1.45, 95% CI: 1.17, 1.79), CAD (RR: 1.21, 95% CI: 1.07, 1.38), CAC >0 (RR: 1.39, 95% CI: 1.15, 1.69), and calcified coronary plaques (RR: 1.55, 95% CI: 1.05, 2.27). However, no significant association was found between NAFLD and CAC >100 (RR: 1.16, 95% CI: 0.97, 1.38) or MI (RR: 1.70, 95% CI: 0.16, 18.32). CONCLUSION The meta-analysis demonstrated a significant association between NAFLD and cardiovascular outcomes independent of conventional cardiovascular disease (CVD) risk factors. These findings emphasize the importance of prevention, early detection, and proper management of NAFLD.
Collapse
Affiliation(s)
- Hazem Abosheaishaa
- Department of Internal Medicine, Icahn School of Medicine at Mount Sinai / NYC Health + Hospitals Queens, New York, USA
| | - Mai Hussein
- Clinical Research Administration, Alexandria Directorate of Health Affairs, Alexandria, Egypt
| | - Muhammad Ghallab
- Department of Internal Medicine, Icahn School of Medicine at Mount Sinai / NYC Health + Hospitals Queens, New York, USA
| | - Magdy Abdelhamid
- Department of Cardiology, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Natalie Balassiano
- Department of Internal Medicine, Icahn School of Medicine at Mount Sinai / NYC Health + Hospitals Queens, New York, USA
| | - Md Ripon Ahammed
- Department of Internal Medicine, Icahn School of Medicine at Mount Sinai / NYC Health + Hospitals Queens, New York, USA
| | - Muhammad Almas Baig
- Department of Internal Medicine, Icahn School of Medicine at Mount Sinai / NYC Health + Hospitals Queens, New York, USA
| | - Jawad Khan
- Department of Internal Medicine, Icahn School of Medicine at Mount Sinai / NYC Health + Hospitals Queens, New York, USA
| | - Moaz Elshair
- Hepatology, Gastroenterology, and Infectious Disease Department, Al-Azhar University, Cairo, Egypt
| | - Moataz Yousry Soliman
- Hepatology, Gastroenterology, and Infectious Disease Department, Al-Azhar University, Cairo, Egypt
| | - Mohammed Abdelwahed
- Department of Pathology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Uniondale, NY, USA
| | - Amr Ali
- Department of Pathology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Uniondale, NY, USA
| | - Ahmed Alzamzamy
- Department of Gastroenterology and Hepatology, Maadi Armed Forces Medical Complex, Military Medical Academy, Cairo, Egypt
| | - Mahmoud Nassar
- Department of Medicine, Division of Endocrinology, Diabetes and Metabolism, Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, New York, USA.
| |
Collapse
|
16
|
Tan SH, Zhou XL. Early-stage non-alcoholic fatty liver disease in relation to atherosclerosis and inflammation. Clinics (Sao Paulo) 2023; 78:100301. [PMID: 37952443 PMCID: PMC10681951 DOI: 10.1016/j.clinsp.2023.100301] [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: 05/06/2023] [Revised: 10/06/2023] [Accepted: 10/13/2023] [Indexed: 11/14/2023] Open
Abstract
BACKGROUND AND AIMS Non-alcoholic fatty liver disease (NAFLD) is a multisystem disease closely linked to cardiovascular disease (CVD). This study aims to investigate the connection between early-stage NAFLD and atherosclerosis, as well as the correlation between liver fibrosis and coronary heart disease while exploring underlying inflammatory mechanisms. METHODS In this retrospective study, the authors analyzed data from 607 patients who underwent both coronary computed tomography angiography (CCTA) and abdominal ultrasonography (US). Logistic regression was utilized to examine the association between NAFLD and atherosclerosis, while mediation analysis was conducted to explore whether inflammatory markers mediate the link between liver fibrosis and coronary artery disease. RESULTS Among the 607 patients included, 237 (39.0 %) were diagnosed with NAFLD through ultrasonography. After adjusting for traditional cardiovascular risk factors, ALT, and AST, NAFLD demonstrated a significant correlation with carotid intimal thickening (1.58, 95 % CI 1.04‒2.40; p = 0.034) and non-calcified plaque (1.56, 95 % CI 1.03‒2.37; p = 0.038). Additionally, fibrosis predictive markers, including FIB-4 > 1.3 (1.06, 95 % CI 2.30‒5.00; p = 0.035) and APRI (6.26, 95 % CI 1.03‒37.05; p = 0.046), independently correlated with coronary heart disease after adjusting for cardiovascular risk factors. Conversely, among systemic inflammatory markers, only the neutrophil-to-lymphocyte ratio (NLR) and systemic inflammatory response index (SIRI) are independently associated with coronary heart disease. ROC curve analysis indicated that combining predictive fibrosis markers or inflammatory markers with traditional cardiovascular risk factors enhanced the predictive accuracy for coronary heart disease. Mediation analysis revealed that NLR fully mediated the effect of liver fibrosis on coronary heart disease. CONCLUSION NAFLD is associated with carotid intimal thickening and non-calcified plaque, suggesting an increased cardiovascular risk. Furthermore, liver fibrosis independently increases the risk of coronary heart disease in the early-stage NAFLD population, and inflammation may play a fully mediating role in the effect of liver fibrosis on coronary heart disease. Early intervention is crucial for NAFLD patients to mitigate future major adverse cardiovascular events.
Collapse
Affiliation(s)
- Si-Hua Tan
- Department of Cardiology, The First Affiliated Hospital of Chongqing Medical University, China.
| | - Xiao-Li Zhou
- Department of Cardiology, The First Affiliated Hospital of Chongqing Medical University, China.
| |
Collapse
|
17
|
Shi SY, Jia F, Wang MF, Zhou YF, Li JJ. Impacts of Non-alcoholic Fatty Liver Disease on Acute Coronary Syndrome: Evidence and Controversies. Curr Atheroscler Rep 2023; 25:751-768. [PMID: 37768409 PMCID: PMC10564833 DOI: 10.1007/s11883-023-01146-7] [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] [Accepted: 08/23/2023] [Indexed: 09/29/2023]
Abstract
PURPOSE OF REVIEW Acute coronary syndrome (ACS) and non-alcoholic fatty liver disease (NAFLD) are two clinically common disease entities that share numerous risk factors. This review aimed to discuss the impacts of NAFLD on ACS. RECENT FINDINGS In an era of improved control of traditional risk factors, the substantial burden of cardiometabolic abnormalities has caused widespread concern. NAFLD is considered the hepatic component of metabolic syndrome, which can exert an impact on human health beyond the liver. Accumulating studies have demonstrated that NAFLD is closely related to cardiovascular disease, especially coronary artery disease. Interestingly, although recent data have suggested an association between NAFLD and the incidence and outcomes of ACS, the results are not consistent. In this review, we comprehensively summarized evidence and controversies regarding whether NAFLD is a contributor to either the development of ACS or worse outcomes in patients with ACS. The potential pathophysiological and molecular mechanisms involved in the impacts of NAFLD on ACS were also elucidated.
Collapse
Affiliation(s)
- Shun-Yi Shi
- Department of Cardiology, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Fang Jia
- Department of Cardiology, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Meng-Fei Wang
- Department of Cardiology, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Ya-Feng Zhou
- Department of Cardiology, Suzhou Dushu Lake Hospital, Dushu Lake Hospital Affiliated to Soochow University, Medical Center of Soochow University, Suzhou, China
| | - Jian-Jun Li
- Cardio-Metabolism Center, Fu Wai Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College, BeiLiShi Road 167, Beijing, 10037, China.
| |
Collapse
|
18
|
Montazeri Z, Hashemi-Madani N, Iraji H, Sohrabi M, Alaei-Shahmiri F, Emami Z, Babaei MR, Malek M, Khamseh ME. Non-alcoholic fatty liver disease and compromised endothelial function in people with type 2 diabetes. BMC Endocr Disord 2023; 23:202. [PMID: 37749528 PMCID: PMC10518908 DOI: 10.1186/s12902-023-01460-w] [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: 07/12/2023] [Accepted: 09/14/2023] [Indexed: 09/27/2023] Open
Abstract
INTRODUCTION Nonalcoholic fatty liver disease (NAFLD) frequently coexists with type 2 diabetes mellitus (T2DM) and synergistically contributes to the development of atherosclerosis. Flow-mediated dilation (FMD) is a commonly used noninvasive test for assessing endothelial function. The main objective of this study was to explore FMD in patients with T2DM with and without NAFLD. METHODS In this cross-sectional study, conducted on people with T2DM, NAFLD was defined as controlled attenuation parameter (CAP) score > 302 dB/m. Endothelial dysfunction was detected when arterial FMD of brachial artery was equal or less than 0.7%. Regression analyses were applied to assess factors associated with impaired FMD. RESULT A total of 147 patients (72 with NAFLD and 75 without NAFLD) were included in the final analysis. Patients with NAFLD were more likely to develop FMD ≤ 7% (77.8% vs. 58.7%, P = 0.01). In multivariate analysis, NAFLD (OR = 2.581, 95% CI (1.18-5.62), P = 0.017) and hypertension (HTN) (OR = 3.114, 95% CI (1.31-7.35), P = 0.010) were associated with an increased risk of impaired FMD. However, female sex was associated with a decreased risk of impaired FMD (OR = 0.371, 95% CI (0.15-0.87), P = 0.024). CONCLUSION NAFLD is associated with endothelial dysfunction in people with T2DM. This risk is comparable with the risk imposed by HTN, highlighting the importance of screening and management of NAFLD in these patients.
Collapse
Affiliation(s)
- Zeinab Montazeri
- Endocrine Research Center, Institute of Endocrinology and Metabolism, Department of Internal Medicine, School of Medicine, Iran University of Medical Science, Tehran, Iran
| | - Nahid Hashemi-Madani
- Endocrine Research Center, Institute of Endocrinology and Metabolism, Iran University of Medical Science, No. 10, Firoozeh St., Vali-asr Ave., Vali-asr Sq, Tehran, Iran
| | - Hamed Iraji
- Department of Interventional Radiology, Firouzgar Hospital, Iran University of Medical Science (IUMS), Tehran, Iran
| | - Masoudreza Sohrabi
- Gastrointestinal and liver diseases research center, Iran University of Medical Sciences, Tehran, Iran
| | - Fariba Alaei-Shahmiri
- Endocrine Research Center, Institute of Endocrinology and Metabolism, Iran University of Medical Science, No. 10, Firoozeh St., Vali-asr Ave., Vali-asr Sq, Tehran, Iran
| | - Zahra Emami
- Endocrine Research Center, Institute of Endocrinology and Metabolism, Iran University of Medical Science, No. 10, Firoozeh St., Vali-asr Ave., Vali-asr Sq, Tehran, Iran
| | - Mohammad Reza Babaei
- Department of Interventional Radiology, Firouzgar Hospital, Iran University of Medical Science (IUMS), Tehran, Iran
| | - Mojtaba Malek
- Research Center for Prevention of Cardiovascular Disease, Institute of Endocrinology and Metabolism, Iran University of Medical Sciences (IUMS), Tehran, Iran.
| | - Mohammad E Khamseh
- Endocrine Research Center, Institute of Endocrinology and Metabolism, Iran University of Medical Science, No. 10, Firoozeh St., Vali-asr Ave., Vali-asr Sq, Tehran, Iran.
| |
Collapse
|
19
|
Yang K, Song M. New Insights into the Pathogenesis of Metabolic-Associated Fatty Liver Disease (MAFLD): Gut-Liver-Heart Crosstalk. Nutrients 2023; 15:3970. [PMID: 37764755 PMCID: PMC10534946 DOI: 10.3390/nu15183970] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 09/11/2023] [Accepted: 09/13/2023] [Indexed: 09/29/2023] Open
Abstract
Metabolism-associated fatty liver disease (MAFLD) is a multifaceted disease that involves complex interactions between various organs, including the gut and heart. It is defined by hepatic lipid accumulation and is related to metabolic dysfunction, obesity, and diabetes. Understanding the intricate interplay of the gut-liver-heart crosstalk is crucial for unraveling the complexities of MAFLD and developing effective treatment and prevention strategies. The gut-liver crosstalk participates in the regulation of the metabolic and inflammatory processes through host-microbiome interactions. Gut microbiota have been associated with the development and progression of MAFLD, and its dysbiosis contributes to insulin resistance, inflammation, and oxidative stress. Metabolites derived from the gut microbiota enter the systemic circulation and influence both the liver and heart, resulting in the gut-liver-heart axis playing an important role in MAFLD. Furthermore, growing evidence suggests that insulin resistance, endothelial dysfunction, and systemic inflammation in MAFLD may contribute to an increased risk of cardiovascular disease (CVD). Additionally, the dysregulation of lipid metabolism in MAFLD may also lead to cardiac dysfunction and heart failure. Overall, the crosstalk between the liver and heart involves a complex interplay of molecular pathways that contribute to the development of CVD in patients with MAFLD. This review emphasizes the current understanding of the gut-liver-heart crosstalk as a foundation for optimizing patient outcomes with MAFLD.
Collapse
Affiliation(s)
| | - Myeongjun Song
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea;
| |
Collapse
|
20
|
Lu C, Chen Y, Zhang Y, Zhao X. Liver Fibrosis Scores and Coronary Artery Disease: Novel Findings in Patients with Metabolic Dysfunction-Associated Fatty Liver Disease. Diabetes Metab Syndr Obes 2023; 16:2627-2637. [PMID: 37663203 PMCID: PMC10474841 DOI: 10.2147/dmso.s426102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Accepted: 08/21/2023] [Indexed: 09/05/2023] Open
Abstract
Background Metabolic dysfunction-associated fatty liver disease (MAFLD) is a recently proposed term as a more appropriate definition for nonalcoholic fatty liver disease (NAFLD). Previous studies have shown an association between liver fibrosis scores and cardiovascular disease (CVD) in patients with NAFLD. In this study, we aimed to investigate the relationship between liver fibrosis scores and coronary artery disease (CAD) severity in patients with MAFLD. Methods This study was conducted on 1346 patients with MAFLD at the Second Hospital of Dalian Medical University between January 2018 and December 2021. We calculated the liver fibrosis scores, including the fibrosis 4 (FIB-4) score, nonalcoholic fatty liver disease fibrosis score (NFS), and aspartate aminotransferase-to-platelet ratio index (APRI). We divided the participants into three groups based on the degree of coronary artery stenosis assessed using coronary computed tomography angiography (CCTA): CAD (≥50%), non-obstructive (1-49%), and normal (no stenosis). Results An increased FIB-4 score and NFS were significantly associated with CAD severity in patients with MAFLD. The percentage of patients with a high FIB-4 score was higher in the CAD group than in the other two groups (5.80%, 4.31%, and 2.24%, respectively; p<0.001), as was the percentage of patients with NFS (11.12%, 5.19%, and 0.93%, respectively; p<0.001). Carotid atherosclerosis, creatinine levels, and CAC scores were significant predictors of CAD. The FIB-4 score and NFS were independently associated with CAD even after adjusting for sex and well-known cardiovascular risk factors. The APRI was not a significant factor for CAD in any model. In the bivariate correlation analysis, the FIB-4 score and NFS were directly correlated with CAC scores. Conclusion Non-invasive liver fibrosis scores (FIB-4 and NFS) were significantly associated with the CAD severity and CAC scores in patients with MAFLD. Screening for CAD may be beneficial for subjects with high liver fibrosis risk MAFLD.
Collapse
Affiliation(s)
- Chuan Lu
- Department of Cardiology, The Second Hospital of Dalian Medical University, Dalian, 116023, People’s Republic of China
| | - Yan Chen
- Department of Cardiology, The Second Hospital of Dalian Medical University, Dalian, 116023, People’s Republic of China
| | - Yue Zhang
- Department of Gastroenterology, The Second Hospital of Dalian Medical University, Dalian, 116023, People’s Republic of China
| | - Xin Zhao
- Department of Cardiology, The Second Hospital of Dalian Medical University, Dalian, 116023, People’s Republic of China
| |
Collapse
|
21
|
Dell’Aversana F, Tedeschi C, Comune R, Gallo L, Ferrandino G, Basco E, Tamburrini S, Sica G, Masala S, Scaglione M, Liguori C. Advanced Cardiac Imaging and Women's Chest Pain: A Question of Gender. Diagnostics (Basel) 2023; 13:2611. [PMID: 37568974 PMCID: PMC10416986 DOI: 10.3390/diagnostics13152611] [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: 07/03/2023] [Revised: 07/29/2023] [Accepted: 08/02/2023] [Indexed: 08/13/2023] Open
Abstract
Awareness of gender differences in cardiovascular disease (CVD) has increased: both the different impact of traditional cardiovascular risk factors on women and the existence of sex-specific risk factors have been demonstrated. Therefore, it is essential to recognize typical aspects of ischemic heart disease (IHD) in women, who usually show a lower prevalence of obstructive coronary artery disease (CAD) as a cause of acute coronary syndrome (ACS). It is also important to know how to recognize pathologies that can cause acute chest pain with a higher incidence in women, such as spontaneous coronary artery dissection (SCAD) and myocardial infarction with non-obstructive coronary arteries (MINOCA). Coronary computed tomography angiography (CCTA) and cardiac magnetic resonance imaging (CMR) gained a pivotal role in the context of cardiac emergencies. Thus, the aim of our review is to investigate the most frequent scenarios in women with acute chest pain and how advanced cardiac imaging can help in the management and diagnosis of ACS.
Collapse
Affiliation(s)
- Federica Dell’Aversana
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, 80138 Napoli, Italy
| | - Carlo Tedeschi
- Operational Unit of Cardiology, Presidio Sanitario Intermedio Napoli Est, ASL-Napoli 1 Centro, 80144 Napoli, Italy;
| | - Rosita Comune
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, 80138 Napoli, Italy
| | - Luigi Gallo
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, 80138 Napoli, Italy
| | - Giovanni Ferrandino
- Department of Radiology, Ospedale del Mare-ASL Napoli 1, 80147 Napoli, Italy; (G.F.)
| | - Emilia Basco
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, 80138 Napoli, Italy
| | - Stefania Tamburrini
- Department of Radiology, Ospedale del Mare-ASL Napoli 1, 80147 Napoli, Italy; (G.F.)
| | - Giacomo Sica
- Department of Radiology, Monaldi Hospital Azienda dei Colli, 80131 Napoli, Italy
| | - Salvatore Masala
- Department of Medical, Surgical and Experimental Sciences, University of Sassari, 07100 Sassari, Italy
| | - Mariano Scaglione
- Department of Medical, Surgical and Experimental Sciences, University of Sassari, 07100 Sassari, Italy
- Department of Radiology, James Cook University Hospital, Middlesbrough TS4 3BW, UK
| | - Carlo Liguori
- Department of Radiology, Ospedale del Mare-ASL Napoli 1, 80147 Napoli, Italy; (G.F.)
| |
Collapse
|
22
|
Shah UA, Ballinger TJ, Bhandari R, Dieli-Conwright CM, Guertin KA, Hibler EA, Kalam F, Lohmann AE, Ippolito JE. Imaging modalities for measuring body composition in patients with cancer: opportunities and challenges. J Natl Cancer Inst Monogr 2023; 2023:56-67. [PMID: 37139984 PMCID: PMC10157788 DOI: 10.1093/jncimonographs/lgad001] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Revised: 12/15/2022] [Accepted: 12/30/2022] [Indexed: 05/05/2023] Open
Abstract
Body composition assessment (ie, the measurement of muscle and adiposity) impacts several cancer-related outcomes including treatment-related toxicities, treatment responses, complications, and prognosis. Traditional modalities for body composition measurement include body mass index, body circumference, skinfold thickness, and bioelectrical impedance analysis; advanced imaging modalities include dual energy x-ray absorptiometry, computerized tomography, magnetic resonance imaging, and positron emission tomography. Each modality has its advantages and disadvantages, thus requiring an individualized approach in identifying the most appropriate measure for specific clinical or research situations. Advancements in imaging approaches have led to an abundance of available data, however, the lack of standardized thresholds for classification of abnormal muscle mass or adiposity has been a barrier to adopting these measurements widely in research and clinical care. In this review, we discuss the different modalities in detail and provide guidance on their unique opportunities and challenges.
Collapse
Affiliation(s)
- Urvi A Shah
- Department of Medicine, Myeloma Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Tarah J Ballinger
- Department of Medicine, Indiana University Simon Comprehensive Cancer Center, Indianapolis, IN, USA
| | - Rusha Bhandari
- Department of Pediatrics, City of Hope, Duarte, CA, USA
- Department of Population Science, City of Hope, Duarte, CA, USA
| | - Christina M Dieli-Conwright
- Division of Population Sciences, Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Kristin A Guertin
- Department of Public Health Sciences, University of Connecticut Health, Farmington, CT, USA
| | - Elizabeth A Hibler
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Faiza Kalam
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Ana Elisa Lohmann
- Department of Medical Oncology, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada
| | - Joseph E Ippolito
- Department of Radiology, Washington University School of Medicine, St. Louis, MO, USA
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St Louis, MO, USA
| |
Collapse
|
23
|
Schwartz FR, Ashton J, Wildman-Tobriner B, Molvin L, Ramirez-Giraldo JC, Samei E, Bashir MR, Marin D. Liver fat quantification in photon counting CT in head to head comparison with clinical MRI - First experience. Eur J Radiol 2023; 161:110734. [PMID: 36842273 DOI: 10.1016/j.ejrad.2023.110734] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 01/18/2023] [Accepted: 02/06/2023] [Indexed: 02/11/2023]
Abstract
PURPOSE To compare liver fat quantification between MRI and photon-counting CT (PCCT). METHOD A cylindrical phantom with inserts containing six concentrations of oil (0, 10, 20, 30, 50 and 100%) and oil-iodine mixtures (0, 10, 20, 30 and 50% fat +3 mg/mL iodine) was imaged with a PCCT (NAEOTOM Alpha) and a 1.5 T MRI system (MR 450w, IDEAL-IQ sequence), using clinical parameters. An IRB-approved prospective clinical evaluation included 12 obese adult patients with known fatty liver disease (seven women, mean age: 61.5 ± 13 years, mean BMI: 30.3 ± 4.7 kg/m2). Patients underwent a same-day clinical MRI and PCCT of the abdomen. Liver fat fractions were calculated for four segments (I, II, IVa and VII) using in- and opposed-phase on MRI ((Meanin - Meanopp)/2*Meanin) and iodine-fat, tissue decomposition analysis in PCCT (Syngo.Via VB60A). CT and MRI Fat fractions were compared using two-sample t-tests with equal variance. Statistical analysis was performed using RStudio (Version1.4.1717). RESULTS Phantom results showed no significant differences between the known fat fractions (P = 0.32) or iodine (P = 0.6) in comparison to PCCT-measured concentrations, and no statistically significant difference between known and MRI-measured fat fractions (P = 0.363). In patients, the mean fat signal fraction measured on MRI and PCCT was 13.1 ± 9.9% and 12.0 ± 9.0%, respectively, with an average difference of 1.1 ± 1.9% between the modalities (P = 0.138). CONCLUSION First experience shows promising accuracy of liver fat fraction quantification for PCCT in obese patients. This method may improve opportunistic screening for CT in the future.
Collapse
Affiliation(s)
| | - Jeffrey Ashton
- Duke University Health System, Department of Radiology, United States.
| | | | - Lior Molvin
- Duke University Health System, Department of Radiology, United States.
| | | | - Ehsan Samei
- Quantitative Imaging and Analysis Lab, United States.
| | | | - Daniele Marin
- Duke University Health System, Department of Radiology, United States.
| |
Collapse
|
24
|
Huangfu G, Jaltotage B, Pang J, Lan NSR, Abraham A, Otto J, Ihdayhid AR, Rankin JM, Chow BJW, Watts GF, Ayonrinde OT, Dwivedi G. Hepatic fat as a novel marker for high-risk coronary atherosclerotic plaque features in familial hypercholesterolaemia. Metabolism 2023; 139:155370. [PMID: 36464035 DOI: 10.1016/j.metabol.2022.155370] [Citation(s) in RCA: 1] [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: 06/04/2022] [Revised: 11/21/2022] [Accepted: 11/25/2022] [Indexed: 12/03/2022]
Abstract
BACKGROUND & AIMS Hepatic steatosis has been associated with increased risk of coronary artery disease. Individuals with familial hypercholesterolaemia have accelerated but variable progression of coronary artery disease. We investigated whether hepatic steatosis is associated with novel coronary atherosclerosis biomarkers in adults with heterozygous familial hypercholesterolaemia, using comprehensive coronary computed tomographic angiography. METHODS We conducted a cross-sectional study of 213 asymptomatic patients with familial hypercholesterolaemia (median age 54.0 years, 59 % female) who underwent coronary computed tomographic angiography for cardiovascular risk assessment in an outpatient clinic. High-risk plaque features, plaque volume and pericoronary adipose tissue attenuation were assessed. From concurrently captured upper abdominal images, severity of hepatic steatosis was computed, as liver minus spleen computed tomography attenuation and stratified into quartiles. RESULTS Of 213 familial hypercholesterolaemia patients, 59 % had coronary artery calcium, 36 % obstructive coronary artery disease (≥50 % stenosis) and 77 % high-risk plaque features. Increasing hepatic steatosis was associated with higher calcium scores, more high-risk plaque features and presence of obstructive coronary artery disease. Hepatic steatosis was associated with the presence of high-risk plaque features (OR: 1.48; 95 % CI: 1.09-2.00; p = 0.01), particularly in the proximal coronary segments (OR: 1.52; 95 % CI: 1.18-1.96; p = 0.001). Associations persisted on multivariable logistic regression analysis adjusting for cardiometabolic factors, obstructive coronary artery disease and calcium score. Hepatic steatosis was associated with higher plaque volumes (Q4: 499 mm3 vs Q1: 414 mm3, p = 0.02), involving mainly low attenuation and noncalcified plaques (both p = 0.03). No differences in pericoronary adipose tissue attenuation were observed. CONCLUSIONS Hepatic steatosis is associated with multiple indices of advanced coronary atherosclerosis in familial hypercholesterolaemia patients, particularly high-risk plaque features, independent of conventional cardiovascular risk factors and markers. This may involve specific mechanisms related to hepatic steatosis. CLINICAL TRIAL NUMBER N/A.
Collapse
Affiliation(s)
- Gavin Huangfu
- Department of Cardiology, Fiona Stanley Hospital, Murdoch, Western Australia, Australia; Medical School, The University of Western Australia, Crawley, Western Australia, Australia; Harry Perkins Institute of Medical Research, Murdoch, Western Australia, Australia
| | - Biyanka Jaltotage
- Department of Cardiology, Fiona Stanley Hospital, Murdoch, Western Australia, Australia
| | - Jing Pang
- Medical School, The University of Western Australia, Crawley, Western Australia, Australia
| | - Nick S R Lan
- Department of Cardiology, Fiona Stanley Hospital, Murdoch, Western Australia, Australia
| | - Arun Abraham
- Department of Cardiology, Fiona Stanley Hospital, Murdoch, Western Australia, Australia
| | - Jacobus Otto
- Department of Radiology, Fiona Stanley Hospital, Murdoch, Western Australia, Australia
| | - Abdul R Ihdayhid
- Department of Cardiology, Fiona Stanley Hospital, Murdoch, Western Australia, Australia; Medical School, The University of Western Australia, Crawley, Western Australia, Australia; Harry Perkins Institute of Medical Research, Murdoch, Western Australia, Australia
| | - James M Rankin
- Department of Cardiology, Fiona Stanley Hospital, Murdoch, Western Australia, Australia
| | - Benjamin J W Chow
- Department of Medicine (Cardiology) and Radiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
| | - Gerald F Watts
- Medical School, The University of Western Australia, Crawley, Western Australia, Australia; Lipid Disorders Clinic, Department of Cardiology, Royal Perth Hospital, Perth, Western Australia, Australia
| | - Oyekoya T Ayonrinde
- Medical School, The University of Western Australia, Crawley, Western Australia, Australia; Department of Gastroenterology and Hepatology, Fiona Stanley Hospital, Murdoch, Western Australia, Australia; Faculty of Health Sciences, Curtin University, Bentley, Western Australia, Australia
| | - Girish Dwivedi
- Department of Cardiology, Fiona Stanley Hospital, Murdoch, Western Australia, Australia; Medical School, The University of Western Australia, Crawley, Western Australia, Australia; Harry Perkins Institute of Medical Research, Murdoch, Western Australia, Australia; Department of Medicine (Cardiology) and Radiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada.
| |
Collapse
|
25
|
Nakashima M, Nakamura K, Nishihara T, Ichikawa K, Nakayama R, Takaya Y, Toh N, Akagi S, Miyoshi T, Akagi T, Ito H. Association between Cardiovascular Disease and Liver Disease, from a Clinically Pragmatic Perspective as a Cardiologist. Nutrients 2023; 15:nu15030748. [PMID: 36771454 PMCID: PMC9919281 DOI: 10.3390/nu15030748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 01/28/2023] [Accepted: 01/30/2023] [Indexed: 02/05/2023] Open
Abstract
Cardiovascular diseases and liver diseases are closely related. Non-alcoholic fatty liver disease has the same risk factors as those for atherosclerotic cardiovascular disease and may also be a risk factor for atherosclerotic cardiovascular disease on its own. Heart failure causes liver fibrosis, and liver fibrosis results in worsened cardiac preload and congestion. Although some previous reports regard the association between cardiovascular diseases and liver disease, the management strategy for liver disease in patients with cardiovascular diseases is not still established. This review summarized the association between cardiovascular diseases and liver disease. In patients with non-alcoholic fatty liver disease, the degree of liver fibrosis progresses with worsening cardiovascular prognosis. In patients with heart failure, liver fibrosis could be a prognostic marker. Liver stiffness assessed with shear wave elastography, the fibrosis-4 index, and non-alcoholic fatty liver disease fibrosis score is associated with both liver fibrosis in patients with liver diseases and worse prognosis in patients with heart failure. With the current population ageing, the importance of management for cardiovascular diseases and liver disease has been increasing. However, whether management and interventions for liver disease improve the prognosis of cardiovascular diseases has not been fully understood. Future investigations are needed.
Collapse
|
26
|
Jeon SK, Lee JM, Joo I, Yoon JH, Lee G. Two-dimensional Convolutional Neural Network Using Quantitative US for Noninvasive Assessment of Hepatic Steatosis in NAFLD. Radiology 2023; 307:e221510. [PMID: 36594835 DOI: 10.1148/radiol.221510] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Background Quantitative US (QUS) using radiofrequency data analysis has been recently introduced for noninvasive evaluation of hepatic steatosis. Deep learning algorithms may improve the diagnostic performance of QUS for hepatic steatosis. Purpose To evaluate a two-dimensional (2D) convolutional neural network (CNN) algorithm using QUS parametric maps and B-mode images for diagnosis of hepatic steatosis, with the MRI-derived proton density fat fraction (PDFF) as the reference standard, in patients with nonalcoholic fatty liver disease (NAFLD). Materials and Methods: Consecutive adult participants with suspected NAFLD were prospectively enrolled at a single academic medical center from July 2020 to June 2021. Using radiofrequency data analysis, two QUS parameters (tissue attenuation imaging [TAI] and tissue scatter-distribution imaging [TSI]) were measured. On B-mode images, hepatic steatosis was graded using visual scoring (none, mild, moderate, or severe). Using B-mode images and two QUS parametric maps (TAI and TSI) as input data, the algorithm estimated the US fat fraction (USFF) as a percentage. The correlation between the USFF and MRI PDFF was evaluated using the Pearson correlation coefficient. The diagnostic performance of the USFF for hepatic steatosis (MRI PDFF ≥5%) was evaluated using receiver operating characteristic curve analysis and compared with that of TAI, TSI, and visual scoring. Results Overall, 173 participants (mean age, 51 years ± 14 [SD]; 96 men) were included, with 126 (73%) having hepatic steatosis (MRI PDFF ≥5%). USFF correlated strongly with MRI PDFF (Pearson r = 0.86, 95% CI: 0.82, 0.90; P < .001). For diagnosing hepatic steatosis (MRI PDFF ≥5%), the USFF yielded an area under the receiver operating characteristic curve of 0.97 (95% CI: 0.93, 0.99), higher than those of TAI, TSI, and visual scoring (P = .015, .006, and < .001, respectively), with a sensitivity of 90% (95% CI: 84, 95 [114 of 126]) and a specificity of 91% (95% CI: 80, 98 [43 of 47]) at a cutoff value of 5.7%. Conclusion A deep learning algorithm using quantitative US parametric maps and B-mode images accurately estimated the hepatic fat fraction and diagnosed hepatic steatosis in participants with nonalcoholic fatty liver disease. ClinicalTrials.gov registration nos. NCT04462562, NCT04180631 © RSNA, 2023 Supplemental material is available for this article. See also the editorial by Sidhu and Fang in this issue.
Collapse
Affiliation(s)
- Sun Kyung Jeon
- From the Department of Radiology, Seoul National University Hospital and Seoul National University College of Medicine, 101 Daehangno, Jongno-gu, Seoul 03080, Korea (S.K.J., J.M.L., I.J., J.H.Y.); Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Korea (J.M.L.); and Ultrasound R&D 2 Group, Health & Medical Equipment Business, Samsung Electronics Co, Ltd, Seoul, Korea (G.L.)
| | - Jeong Min Lee
- From the Department of Radiology, Seoul National University Hospital and Seoul National University College of Medicine, 101 Daehangno, Jongno-gu, Seoul 03080, Korea (S.K.J., J.M.L., I.J., J.H.Y.); Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Korea (J.M.L.); and Ultrasound R&D 2 Group, Health & Medical Equipment Business, Samsung Electronics Co, Ltd, Seoul, Korea (G.L.)
| | - Ijin Joo
- From the Department of Radiology, Seoul National University Hospital and Seoul National University College of Medicine, 101 Daehangno, Jongno-gu, Seoul 03080, Korea (S.K.J., J.M.L., I.J., J.H.Y.); Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Korea (J.M.L.); and Ultrasound R&D 2 Group, Health & Medical Equipment Business, Samsung Electronics Co, Ltd, Seoul, Korea (G.L.)
| | - Jeong Hee Yoon
- From the Department of Radiology, Seoul National University Hospital and Seoul National University College of Medicine, 101 Daehangno, Jongno-gu, Seoul 03080, Korea (S.K.J., J.M.L., I.J., J.H.Y.); Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Korea (J.M.L.); and Ultrasound R&D 2 Group, Health & Medical Equipment Business, Samsung Electronics Co, Ltd, Seoul, Korea (G.L.)
| | - Gunwoo Lee
- From the Department of Radiology, Seoul National University Hospital and Seoul National University College of Medicine, 101 Daehangno, Jongno-gu, Seoul 03080, Korea (S.K.J., J.M.L., I.J., J.H.Y.); Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Korea (J.M.L.); and Ultrasound R&D 2 Group, Health & Medical Equipment Business, Samsung Electronics Co, Ltd, Seoul, Korea (G.L.)
| |
Collapse
|
27
|
Ren Z, Wen D, Xue R, Li S, Wang J, Li J, Wang Q, Zheng M. Nonalcoholic fatty liver disease is associated with myocardial ischemia by CT myocardial perfusion imaging, independent of clinical and coronary CT angiography characteristics. Eur Radiol 2022; 33:3857-3866. [PMID: 36571601 DOI: 10.1007/s00330-022-09306-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 11/10/2022] [Accepted: 11/21/2022] [Indexed: 12/27/2022]
Abstract
OBJECTIVE The aim of this study was to evaluate whether patients with nonalcoholic fatty liver disease (NAFLD) have more myocardial malperfusion on CT myocardial perfusion imaging (CT-MPI), as well as to further assess if NAFLD is a predictor of myocardial ischemia independently. METHODS A total of 310 consecutive patients were included for analysis. All patients were divided into two groups according to the presence or absence of NAFLD, which was diagnosed by noncontrast cardiac CT partially covered liver and spleen. Clinical characteristics as well as imaging features including coronary artery calcium score, CCTA, and CT-MPI findings were analyzed. Univariable and multivariable logistic regression analyses were used to find out the relationship between NAFLD and myocardial ischemia. RESULTS NAFLD (unadjusted hazard ratio [HR]: 2.4, 95% confidence interval [CI]: 1.2 to 4.4, p = 0.008), male (HR: 2.6, 95% CI: 1.5 to 4.5, p = 0.001), obstructive CAD (HR: 2.3, 95% CI: 1.3 to 4.2, p = 0.004), and FAI ≥ -70.1 HU (HR: 3.1, 95% CI: 1.8 to 5.5, p < 0.001) were associated with myocardial ischemia in univariable analysis. After adjusting for traditional CAD risk factors and CT characteristics in the multivariable regression analysis, NAFLD (HR: 2.3, 95% CI: 1.2 to 4.4, p = 0.016) was an independent predictor of myocardial ischemia. CONCLUSION Our data suggest that myocardial ischemia was more prevalent in patients with NAFLD, and NAFLD is a predictor of myocardial ischemia independent of traditional cardiovascular risk factors and CCTA characteristics. KEY POINTS • NAFLD patients had higher calcium score, incidence of obstructive coronary artery disease, grade of CAD-RADS, quantitative plaque characteristics, and incidence of fat attenuation index ≥ -70.1 HU. • NAFLD patients had a higher incidence of myocardial ischemia, myocardial hypoperfusion, and hypoperfusion myocardial segments ratio. • NAFLD was a predictor of myocardial ischemia, independent of traditional cardiovascular risk factors, and CCTA characteristics.
Collapse
Affiliation(s)
- Zilong Ren
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, Shaanxi Province, China
| | - Didi Wen
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, Shaanxi Province, China
| | - Ruijia Xue
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, Shaanxi Province, China
| | - Shuangxin Li
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, Shaanxi Province, China
| | - Jing Wang
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, Shaanxi Province, China
| | - Jiayi Li
- Department of Cardiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, Shaanxi Province, China
| | - Qiong Wang
- Department of Cardiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, Shaanxi Province, China
| | - Minwen Zheng
- Department of Radiology, Xijing Hospital, Fourth Military Medical University, 127# Changle West Road, Xi'an, 710032, Shaanxi Province, China.
| |
Collapse
|
28
|
Josloff K, Beiriger J, Khan A, Gawel RJ, Kirby RS, Kendrick AD, Rao AK, Wang RX, Schafer MM, Pearce ME, Chauhan K, Shah YB, Marhefka GD, Halegoua-DeMarzio D. Comprehensive Review of Cardiovascular Disease Risk in Nonalcoholic Fatty Liver Disease. J Cardiovasc Dev Dis 2022; 9:419. [PMID: 36547416 PMCID: PMC9786069 DOI: 10.3390/jcdd9120419] [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: 10/22/2022] [Revised: 11/16/2022] [Accepted: 11/23/2022] [Indexed: 11/29/2022] Open
Abstract
Nonalcoholic Fatty Liver Disease (NAFLD) is a growing global phenomenon, and its damaging effects in terms of cardiovascular disease (CVD) risk are becoming more apparent. NAFLD is estimated to affect around one quarter of the world population and is often comorbid with other metabolic disorders including diabetes mellitus, hypertension, coronary artery disease, and metabolic syndrome. In this review, we examine the current evidence describing the many ways that NAFLD itself increases CVD risk. We also discuss the emerging and complex biochemical relationship between NAFLD and its common comorbid conditions, and how they coalesce to increase CVD risk. With NAFLD's rising prevalence and deleterious effects on the cardiovascular system, a complete understanding of the disease must be undertaken, as well as effective strategies to prevent and treat its common comorbid conditions.
Collapse
Affiliation(s)
- Kevan Josloff
- Sidney Kimmel Medical College, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA
| | - Jacob Beiriger
- Sidney Kimmel Medical College, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA
| | - Adnan Khan
- Department of Internal Medicine, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA
| | - Richard J. Gawel
- Sidney Kimmel Medical College, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA
| | - Richard S. Kirby
- Sidney Kimmel Medical College, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA
| | - Aaron D. Kendrick
- Sidney Kimmel Medical College, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA
| | - Abhinav K. Rao
- Sidney Kimmel Medical College, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA
| | - Roy X. Wang
- Sidney Kimmel Medical College, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA
| | - Michelle M. Schafer
- Sidney Kimmel Medical College, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA
| | - Margaret E. Pearce
- Sidney Kimmel Medical College, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA
| | - Kashyap Chauhan
- Department of Internal Medicine, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA
| | - Yash B. Shah
- Sidney Kimmel Medical College, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA
| | - Gregary D. Marhefka
- Department of Internal Medicine, Division of Cardiology, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA
| | - Dina Halegoua-DeMarzio
- Department of Internal Medicine, Division of Gastroenterology & Hepatology, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA
| |
Collapse
|
29
|
A Meta-Analysis on the Global Prevalence, Risk factors and Screening of Coronary Heart Disease in Nonalcoholic Fatty Liver Disease. Clin Gastroenterol Hepatol 2022; 20:2462-2473.e10. [PMID: 34560278 DOI: 10.1016/j.cgh.2021.09.021] [Citation(s) in RCA: 51] [Impact Index Per Article: 25.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 09/04/2021] [Accepted: 09/10/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Cardiovascular disease remains the leading cause of death in patients with nonalcoholic fatty liver disease (NAFLD). Studies examining the association of coronary heart disease (CHD) and NAFLD are cofounded by various cardiometabolic factors, particularly diabetes and body mass index. Hence, we seek to explore such association by investigating the global prevalence, independent risk factors, and influence of steatosis grade on manifestation of CHD among patients with NAFLD. METHODS Two databases, Embase and Medline, were utilized to search for articles relating to NAFLD and CHD. Data including, but not limited to, continent, diagnostic methods, baseline characteristics, prevalence of CHD, CHD severity, NAFLD severity, and risk factors were extracted. RESULTS Of the 38 articles included, 14 reported prevalence of clinical coronary artery disease (CAD) and 24 subclinical CAD. The pooled prevalence of CHD was 44.6% (95% confidence interval [CI], 36.0%-53.6%) among 67,070 patients with NAFLD with an odds ratio of 1.33 (95% CI, 1.21%-1.45%; P < .0001). The prevalence of CHD was higher in patients with moderate to severe steatosis (37.5%; 95% CI, 15.0%-67.2%) than those with mild steatosis (29.6%; 95% CI, 13.1%-54.0%). The pooled prevalence of subclinical and clinical CAD was 38.7% (95% CI, 29.8%-48.5%) and 55.4% (95% CI, 39.6%-70.1%), respectively. CONCLUSION Steatosis was found to be related with CHD involvement, with moderate to severe steatosis related to clinical CAD. Early screening and prompt intervention for CHD in NAFLD are warranted for holistic care in NAFLD.
Collapse
|
30
|
Huang DQ, Downes M, Evans RM, Witztum JL, Glass CK, Loomba R. Shared Mechanisms between Cardiovascular Disease and NAFLD. Semin Liver Dis 2022; 42:455-464. [PMID: 36008083 PMCID: PMC9828940 DOI: 10.1055/a-1930-6658] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
The burden of nonalcoholic fatty liver disease (NAFLD) is rising globally. Cardiovascular disease is the leading cause of death in patients with NAFLD. Nearly half of individuals with NAFLD have coronary heart disease, and more than a third have carotid artery atherosclerosis. Individuals with NAFLD are at a substantially higher risk of fatal and nonfatal cardiovascular events. NAFLD and cardiovascular disease share multiple common disease mechanisms, such as systemic inflammation, insulin resistance, genetic risk variants, and gut microbial dysbiosis. In this review, we discuss the epidemiology of cardiovascular disease in NAFLD, and highlight common risk factors. In addition, we examine recent advances evaluating the shared disease mechanisms between NAFLD and cardiovascular disease. In conclusion, multidisciplinary collaborations are required to further our understanding of the complex relationship between NAFLD and cardiovascular disease and potentially identify therapeutic targets.
Collapse
Affiliation(s)
- Daniel Q. Huang
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, San Diego, California,Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore,Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore
| | - Michael Downes
- Gene Expression Laboratory, Salk Institute for Biological Studies, San Diego, California
| | - Ronald M. Evans
- Gene Expression Laboratory, Salk Institute for Biological Studies, San Diego, California
| | - Joseph L. Witztum
- Division of Endocrinology and Metabolism, Department of Medicine, University California San Diego, San Diego, California
| | - Christopher K. Glass
- Department of Cellular and Molecular Medicine, University of California San Diego, San Diego, California,Department of Medicine, University of California San Diego, San Diego, California
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, San Diego, California,Division of Epidemiology, Department of Family Medicine and Public Health, University of California at San Diego, San Diego, California
| |
Collapse
|
31
|
Coronary Computed Tomography Angiography for the Assessment of Sirolimus-Eluting Resorbable Magnesium Scaffold. LIFE (BASEL, SWITZERLAND) 2022; 12:life12101612. [PMID: 36295047 PMCID: PMC9605431 DOI: 10.3390/life12101612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Revised: 10/08/2022] [Accepted: 10/13/2022] [Indexed: 11/06/2022]
Abstract
Background: Little evidence to date has described the feasibility and diagnostic accuracy of coronary computed tomography angiography (CCTA) with noninvasive fractional flow reserve (CT-FFR) in coronary vessels with resorbable magnesium scaffold (RMS). Methods: The SHERPA-MAGIC is a prospective study enrolling patients receiving RMS. The present analysis considered patients undergoing CCTA 18 months after the index procedure. CCTA images were employed to investigate reabsorption status, luminal measurements, and noninvasive FFR. Three-year follow-up was available for all patients. Results: Overall, 26 patients with a total of 29 coronary arteries treated with 35 RMS were considered. The most frequently involved vessel was left anterior descendent (LAD). Median stent length was 25 (20–25) mm, with a median diameter of 3 (3–3.5) mm. At 18-month CCTA, all scaffolded segments were patent. Complete RMS reabsorption was observed in 27 (93%, 95% CI 77–99%) cases. Median minimal lumen diameter (MLD) and area (MLA) of the scaffolded segments were 2.5 [2.1–2.8] mm and 6.4 [4.4–8.4] mm2, respectively. Median CT-FFR was 0.88 [0.81–0.91]. Only one (3.5%) vessel showed a flow-limiting CT-FFR value ≤0.80. During the 3-year follow-up, only one (4%) adverse event was observed. Conclusions: In patients undergoing RMS implantation, CCTA including noninvasive CT-FFR evaluation is feasible and allows investigation of long-term RMS performance.
Collapse
|
32
|
Cazac GD, Lăcătușu CM, Mihai C, Grigorescu ED, Onofriescu A, Mihai BM. New Insights into Non-Alcoholic Fatty Liver Disease and Coronary Artery Disease: The Liver-Heart Axis. Life (Basel) 2022; 12:1189. [PMID: 36013368 PMCID: PMC9410285 DOI: 10.3390/life12081189] [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: 07/18/2022] [Revised: 07/28/2022] [Accepted: 07/29/2022] [Indexed: 12/17/2022] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) represents the hepatic expression of the metabolic syndrome and is the most prevalent liver disease. NAFLD is associated with liver-related and extrahepatic morbi-mortality. Among extrahepatic complications, cardiovascular disease (CVD) is the primary cause of mortality in patients with NAFLD. The most frequent clinical expression of CVD is the coronary artery disease (CAD). Epidemiological data support a link between CAD and NAFLD, underlain by pathogenic factors, such as the exacerbation of insulin resistance, genetic phenotype, oxidative stress, atherogenic dyslipidemia, pro-inflammatory mediators, and gut microbiota. A thorough assessment of cardiovascular risk and identification of all forms of CVD, especially CAD, are needed in all patients with NAFLD regardless of their metabolic status. Therefore, this narrative review aims to examine the available data on CAD seen in patients with NAFLD, to outline the main directions undertaken by the CVD risk assessment and the multiple putative underlying mechanisms implicated in the relationship between CAD and NAFLD, and to raise awareness about this underestimated association between two major, frequent and severe diseases.
Collapse
Affiliation(s)
- Georgiana-Diana Cazac
- Unit of Diabetes, Nutrition and Metabolic Diseases, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania
- Clinical Center of Diabetes, Nutrition and Metabolic Diseases, “St. Spiridon” County Clinical Emergency Hospital, 700111 Iași, Romania
| | - Cristina-Mihaela Lăcătușu
- Unit of Diabetes, Nutrition and Metabolic Diseases, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania
- Clinical Center of Diabetes, Nutrition and Metabolic Diseases, “St. Spiridon” County Clinical Emergency Hospital, 700111 Iași, Romania
| | - Cătălina Mihai
- Institute of Gastroenterology and Hepatology, “Sf. Spiridon” Emergency Hospital, 700111 Iași, Romania
- Unit of Medical Semiology and Gastroenterology, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
| | - Elena-Daniela Grigorescu
- Unit of Diabetes, Nutrition and Metabolic Diseases, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania
| | - Alina Onofriescu
- Unit of Diabetes, Nutrition and Metabolic Diseases, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania
- Clinical Center of Diabetes, Nutrition and Metabolic Diseases, “St. Spiridon” County Clinical Emergency Hospital, 700111 Iași, Romania
| | - Bogdan-Mircea Mihai
- Unit of Diabetes, Nutrition and Metabolic Diseases, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania
- Clinical Center of Diabetes, Nutrition and Metabolic Diseases, “St. Spiridon” County Clinical Emergency Hospital, 700111 Iași, Romania
| |
Collapse
|
33
|
Association between Coronary Artery Plaque Progression and Liver Fibrosis Biomarkers in Population with Low Calcium Scores. Nutrients 2022; 14:nu14153163. [PMID: 35956339 PMCID: PMC9370134 DOI: 10.3390/nu14153163] [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: 07/10/2022] [Revised: 07/28/2022] [Accepted: 07/29/2022] [Indexed: 11/17/2022] Open
Abstract
Background: The severity of nonalcoholic fatty liver disease (NAFLD) has been found to be associated with atherosclerosis burden. However, whether liver fibrosis scores can be used to predict atherosclerosis progression, especially for patients with low calcium scores, remains undetermined. Methods: A total of 165 subjects who underwent repeated coronary computed tomography angiography (CCTA) and had low calcium scores (<100) were enrolled. The segment stenosis score (SSS) from the CCTA was measured, and the association between SSS progression and biochemical parameters was analyzed in addition to liver fibrosis scores, including nonalcoholic fatty liver disease fibrosis score (NFS), fibrosis-4 index (FIB-4), aspartate aminotransferase (AST) to platelet ratio index (APRI), and Forns score. Results: When compared with those without plaque at baseline (SSS = 0), subjects with plaque had higher blood pressure, higher coronary artery calcium (CAC) scores, and higher liver fibrosis scores, including Forns score, Fib-4, and NFS. During the medium follow-up interval of 24.7 months, 60 (39.4%) patients displayed SSS progression, while the remaining 105 (63.6%) patients showed no CAD progression. In a multivariate analysis, being male having a high diastolic blood pressure (DBP), and having a high NFS liver fibrosis score were independently associated with the odds ratio for SSS progression. Conclusions: Higher baseline blood pressure and liver fibrosis markers are associated with the presence of coronary artery disease (CAD) plaques in subjects in early CAD stages. For disease progression, the male gender, DBP, and NFS appear to be independently associated with coronary atherosclerosis plaque progression in subjects with low calcium scores.
Collapse
|
34
|
Welle CL, Olson MC, Reeder SB, Venkatesh SK. Magnetic Resonance Imaging of Liver Fibrosis, Fat, and Iron. Radiol Clin North Am 2022; 60:705-716. [DOI: 10.1016/j.rcl.2022.04.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
|
35
|
Yu MM, Tang XL, Zhao X, Chen YY, Xu ZH, Wang QB, Zeng MS. Plaque progression at coronary CT angiography links non-alcoholic fatty liver disease and cardiovascular events: a prospective single-center study. Eur Radiol 2022; 32:8111-8121. [PMID: 35727319 DOI: 10.1007/s00330-022-08904-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 04/11/2022] [Accepted: 05/19/2022] [Indexed: 11/28/2022]
Abstract
OBJECTIVES The presence of non-alcoholic fatty liver disease (NAFLD) has been associated with major adverse cardiovascular events (MACEs); however, the mechanisms that initiate the risk for MACEs in patients with NAFLD remain unknown. We sought to investigate whether plaque progression (PP), determined by coronary CT angiography (CCTA), moderate the relationship between NAFLD and MACEs. METHODS A total of 1683 asymptomatic participants (mean age, 63.3 ± 9.4 [range, 38-85] years; 1117 men) who underwent baseline and follow-up CCTA examination were prospectively included in our study. All of the participants were divided into the NAFLD and non-NAFLD groups. PP was determined by follow-up CCTA. The primary endpoint was MACEs, defined as the composite of all-cause death, nonfatal myocardial infarction, and unplanned hospitalization for acute coronary syndrome leading to revascularization. RESULTS At follow-up CCTA, participants with NAFLD showed higher incidence of PP than those without [33.0% (248/752) vs. 16.6% (155/931), p < 0.001]. Compared with non-NAFLD participants, participants with NAFLD had a lower 9.7-year event-free survival rate (80.9 vs. 66.4%, log-rank p < 0.001). Cox regression analysis revealed NAFLD was significantly associated with MACEs (HR = 1.63, 95% CI: 1.28 to 2.06, p < 0.001) after adjusting for covariables. However, this association was no longer significant after adjustment for PP (HR = 1.10, 95% CI: 0.84 to 1.45, p = 0.496). The mediation analysis revealed that PP had a significant indirect effect (β = 0.0587, 95% CI: 0.0424 to 0.08, p < 0.001) and mediated 99.8% (p = 0.002) for the relationship between NAFLD and MACEs. CONCLUSIONS Plaque progression, identified by follow-up CCTA, mediates the relationship between NAFLD and MACEs. KEY POINTS The incidence of CCTA-identified PP was higher for participants with NAFLD than those without NAFLD (248/752 [33.0%] vs. 155/931 [16.6%], p < 0.001). Participants with NAFLD had a lower 9.7-year event-free survival rate than those without NAFLD (66.4% vs. 80.9%, log-rank p < 0.001). The mediation analysis revealed that PP had a significant indirect effect (β = 0.0587, 95% CI: 0.0424 to 0.08, p < 0.001) and mediated 99.8% (p = 0.002) for the relationship between NAFLD and MACEs.
Collapse
Affiliation(s)
| | | | | | - Yin-Yin Chen
- Department of Radiology, Zhongshan Hospital, Fudan University; Shanghai Institute of Medical Imaging, No. 180 Fenglin Road, Xuhui District, Shanghai, 200032, China
| | - Zhi-Han Xu
- Siemens Healthineers CT Collaboration, No. 399, West Haiyang Road, Shanghai, 200126, China
| | - Qi-Bing Wang
- Department of Cardiology, Zhongshan Hospital, Fudan University; Shanghai Institute of Cardiovascular Diseases; National Clinical Research Center for Interventional Medicine, No. 180 Fenglin Road, Xuhui District, Shanghai, 200032, China
| | - Meng-Su Zeng
- Department of Radiology, Zhongshan Hospital, Fudan University; Shanghai Institute of Medical Imaging, No. 180 Fenglin Road, Xuhui District, Shanghai, 200032, China.
| |
Collapse
|
36
|
The establishment of public health policies and the burden of non-alcoholic fatty liver disease in the Americas. Lancet Gastroenterol Hepatol 2022; 7:552-559. [PMID: 35430032 DOI: 10.1016/s2468-1253(22)00008-5] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Revised: 01/12/2022] [Accepted: 01/13/2022] [Indexed: 11/17/2022]
|
37
|
Elsaid MI, Bridges JF, Li N, Rustgi VK. Metabolic Syndrome Severity Predicts Mortality in Nonalcoholic Fatty Liver Disease. GASTRO HEP ADVANCES 2022; 1:445-456. [PMID: 39131673 PMCID: PMC11308509 DOI: 10.1016/j.gastha.2022.02.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 02/02/2022] [Indexed: 08/13/2024]
Abstract
Background and Aims Previous studies have examined the effects of metabolic syndrome (MetS) presence rather than the severity on mortality risk in nonalcoholic fatty liver disease (NAFLD). We used the MetS severity score, a validated gender- and race-specific measure, to assess the relationship between MetS severity and mortality risk in NAFLD. Methods The study included 10,638 adults aged between 20 and 74 years who participated in the Third National Health and Nutrition Examination Survey. NAFLD was defined as mild, moderate, or severe hepatic steatosis on ultrasound without excessive alcohol intake and other liver diseases. Adjusted Cox proportional models were used to test the association between the MetS severity score and mortality risk related to all-cause, heart disease, diabetes, and hypertension. Results The median MetS severity score was significantly higher in NAFLD (0.49 [69th] vs -0.23 [41st]). An increase in the MetS severity corresponded to a linear rise in biomarkers for cardiovascular disease, insulin resistance, lipid abnormalities, and liver and kidney problems. The MetS severity score was a significant predictor for all-cause and cause-specific adjusted mortalities. A quartile increase in MetS severity score was associated with higher mortality risks from all-causes adjusted hazard ratio (aHR) 1.36 (95% confidence interval [CI]: 1.17-1.57), heart disease aHR 1.70 (95% CI: 1.17-2.47), diabetes aHR 3.64 (95% CI: 2.27-5.83), and hypertension aHR 1.87 (95% CI: 1.14-3.04). A higher MetS severity score was also associated with nonlinear increased risks of mortality in all adjusted models. Conclusion The MetS severity score is a clinically accessible tool that can be used to identify and monitor NAFLD patients at the highest risk of mortality.
Collapse
Affiliation(s)
- Mohamed I. Elsaid
- Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, Ohio
- Secondary Data Core, Center for Biostatistics, College of Medicine, The Ohio State University, Columbus, Ohio
| | - John F.P. Bridges
- Secondary Data Core, Center for Biostatistics, College of Medicine, The Ohio State University, Columbus, Ohio
- Department of Surgery, College of Medicine, The Ohio State University, Columbus, Ohio
| | - Na Li
- Division of Gastroenterology, Hepatology, & Nutrition, College of Medicine, The Ohio State University, Columbus, Ohio
| | - Vinod K. Rustgi
- Division of Gastroenterology and Hepatology, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey
- Center for Liver Diseases and Masses, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey
| |
Collapse
|
38
|
Abohashem S, Blankstein R. Hepatosteatosis and Atherosclerotic Disease: Disentangling the Overlap. Radiol Cardiothorac Imaging 2022; 4:e220083. [PMID: 35506133 PMCID: PMC9059086 DOI: 10.1148/ryct.220083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Affiliation(s)
- Shady Abohashem
- Cardiovascular Imaging Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, Mass (S.A.) and Cardiovascular Imaging Program, Cardiovascular Division (Department of Medicine) and Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, MA 02115 (R.B.)
| | - Ron Blankstein
- Cardiovascular Imaging Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, Mass (S.A.) and Cardiovascular Imaging Program, Cardiovascular Division (Department of Medicine) and Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, MA 02115 (R.B.)
| |
Collapse
|
39
|
Carter J, Heseltine TD, Meah MN, Tzolos E, Kwiecinski J, Doris M, McElhinney P, Moss AJ, Adamson PD, Hunter A, Alam S, Shah ASV, Pawade T, Wang C, Weir-McCall JR, Roditi G, van Beek EJR, Nicol ED, Shaw LJ, Berman DS, Slomka PJ, Mills NL, Dweck MR, Newby DE, Murray SW, Dey D, Williams MC. Hepatosteatosis and Atherosclerotic Plaque at Coronary CT Angiography. Radiol Cardiothorac Imaging 2022; 4:e210260. [PMID: 35506136 PMCID: PMC9059242 DOI: 10.1148/ryct.210260] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 03/01/2022] [Accepted: 03/29/2022] [Indexed: 01/22/2023]
Abstract
Purpose To assess the association between nonalcoholic fatty liver disease (NAFLD) and quantitative atherosclerotic plaque at CT. Materials and Methods In this post hoc analysis of the prospective Scottish Computed Tomography of the HEART trial (November 2010 to September 2014), hepatosteatosis and coronary artery calcium score were measured at noncontrast CT. Presence of stenoses, visually assessed high-risk plaque, and quantitative plaque burden were assessed at coronary CT angiography. Multivariable models were constructed to assess the impact of hepatosteatosis and cardiovascular risk factors on coronary artery disease. Results Images from 1726 participants (mean age, 58 years ± 9 [SD]; 974 men) were included. Participants with hepatosteatosis (155 of 1726, 9%) had a higher body mass index, more hypertension and diabetes mellitus, and higher cardiovascular risk scores (P < .001 for all) compared with those without hepatosteatosis. They had increased coronary artery calcium scores (median, 43 Agatston units [AU] [interquartile range, 0-273] vs 19 AU [0-225], P = .046), more nonobstructive disease (48% vs 37%, P = .02), and higher low-attenuation plaque burden (5.11% [0-7.16] vs 4.07% [0-6.84], P = .04). However, these associations were not independent of cardiovascular risk factors. Over a median of 4.7 years, there was no evidence of a difference in myocardial infarction between those with and without hepatosteatosis (1.9% vs 2.4%, P = .92). Conclusion Hepatosteatosis at CT was associated with an increased prevalence of coronary artery disease at CT, but this was not independent of the presence of cardiovascular risk factors.Keywords: CT, Cardiac, Nonalcoholic Fatty Liver Disease, Coronary Artery Disease, Hepatosteatosis, Plaque QuantificationClinical trial registration no. NCT01149590 Supplemental material is available for this article. © RSNA, 2022See also commentary by Abohashem and Blankstein in this issue.
Collapse
Affiliation(s)
- Jessica Carter
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Thomas D. Heseltine
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Mohammed N. Meah
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Evangelos Tzolos
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Jacek Kwiecinski
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Mhairi Doris
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Priscilla McElhinney
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Alastair J. Moss
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Philip D. Adamson
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Amanda Hunter
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Shirjel Alam
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Anoop S. V. Shah
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Tania Pawade
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Chengjia Wang
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Jonathan R. Weir-McCall
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Giles Roditi
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Edwin J. R. van Beek
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Edward D. Nicol
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Leslee J. Shaw
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Daniel S. Berman
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Piotr J. Slomka
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Nicholas L. Mills
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Marc R. Dweck
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - David E. Newby
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Scott W. Murray
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Damini Dey
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| | - Michelle C. Williams
- From the University/BHF Centre for Cardiovascular Science, University
of Edinburgh, Chancellor’s Building, 49 Little France Crescent,
Edinburgh, Scotland EH16 SUF, (J.C., M.N.M., E.T., J.K., M.D., A.J.M., P.D.A.,
A.H., S.A., A.S.V.S., T.P., C.W., N.L.M., M.R.D., D.E.N., M.C.W.); Liverpool
Centre for Cardiovascular Science, Liverpool, England (T.D.H., S.W.M.);
Department of Interventional Cardiology and Angiology, Institute of Cardiology,
Warsaw, Poland (J.K.); Biomedical Imaging Research Institute and Division of
Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles,
Calif (P.M., D.S.B., P.J.S., D.D.); Christchurch Heart Institute, University of
Otago, Christchurch, New Zealand (P.D.A.); Department of Radiology, University
of Cambridge, Cambridge, England (J.R.W.M.); Institute of Cardiovascular and
Medical Sciences, University of Glasgow, Glasgow, Scotland (G.R.); Edinburgh
Imaging Facility QMRI, University of Edinburgh, Edinburgh, Scotland (E.J.R.v.B.,
M.R.D., D.E.N., M.C.W.); Royal Brompton and Harefield NHS Foundation Trust
Departments of Cardiology and Radiology, London, England and the National Heart
and Lung Institute, Faculty of Medicine, Imperial College, London, England
(E.D.N.); and Icahn School of Medicine, Weill Cornell Medical College, New York,
NY (L.J.S.)
| |
Collapse
|
40
|
Tsou MT, Chen JY. Gender-Based Association of Coronary Artery Calcification and Framingham Risk Score With Non-alcoholic Fatty Liver Disease and Abdominal Obesity in Taiwanese Adults, a Cross-Sectional Study. Front Cardiovasc Med 2022; 9:803967. [PMID: 35310993 PMCID: PMC8928543 DOI: 10.3389/fcvm.2022.803967] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 02/10/2022] [Indexed: 11/24/2022] Open
Abstract
Background It is not certain whether non-alcoholic fatty liver disease (NAFLD) or abdominal obesity (AO) has stronger associations with atherosclerosis and coronary artery disease (CAD) risk across different genders. The purpose of this study was to determine the gender-based association of NAFLD and AO with subclinical atherosclerosis represented by coronary artery calcification (CAC) and CAD risk by Framingham risk score (FRS). Methods A total of 1,655 participants in a health-screening program (mean age: 49.44 years; males: 70.33%) were enrolled for analysis. Fatty liver and coronary artery calcium score (CACS) were measured via ultrasonography (US) and multi-detector computed tomography (MDCT). The presence of CAC was defined as having a CACS > 0, intermediate to high CAD risk was defined as FRS ≥ 10%, while the presence of AO was defined as having a waist circumference (WC) of ≥90 cm for men and ≥80 cm for women. Participants were categorized into four groups depending on the presence or absence of NAFLD and/or AO. Results The percentage of subjects with CACS > 0 was highest in the AO-only group (overall: 42.6%; men: 48.4%; women: 35.8%); and FRS ≥ 10% was highest in the group with both abnormalities (overall: 50.3%%; men: 57.3%; women: 32.4%). After adjustment factors, the odds ratio (OR) for CAC and FRS was the highest in the group with both abnormalities [men: 1.61 (1.13–2.30) for CACS > 0 and 5.86 (3.37–10.20) for FRS ≥ 10%; women: 2.17 (1.13–4.16) for CACS > 0 and 6.31 (2.08–19.10) for FRS ≥ 10%]. In men, the OR of NAFLD was higher than that of AO [1.37 (1.03–1.83) vs. 1.35 (1.02–1.79) for CACS > 0, 3.26 (2.13–4.98) vs. 2.97 (1.91–4.62) for FRS ≥ 10%]. However, women with AO consistently showed increased OR for CACS > 0 [1.87 (1.11–3.16)] and FRS ≥ 10% [4.77 (2.01–11.34)]. Conclusion The degree of association of NAFLD and AO with CAC and FRS depends on the gender. NAFLD is more closely associated with CACS > 0 and FRS ≥ 10% in men and AO in women, respectively. NAFLD and AO could be considered independent determinants of CAC and FRS by gender.
Collapse
Affiliation(s)
- Meng-Ting Tsou
- Department of Family Medicine, Mackay Memorial Hospital, Taipei City, Taiwan
- Department of Occupation Medicine, Mackay Memorial Hospital, Taipei City, Taiwan
- Department of Mackay Junior College of Medicine, Nursing, and Management, New Taipei City, Taiwan
| | - Jau-Yuan Chen
- Department of Family Medicine, Chang-Gung Memorial Hospital, Linkou Branch, Linkou, Taiwan
- Department of Medicine, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- *Correspondence: Jau-Yuan Chen
| |
Collapse
|
41
|
Garg K, Patel TR, Kanwal A, Villines TC, Aggarwal NR, Nasir K, Blumenthal RS, Blaha MJ, Douglas PS, Shaw LJ, Sharma G. The evolving role of coronary computed tomography in understanding sex differences in coronary atherosclerosis. J Cardiovasc Comput Tomogr 2022; 16:138-149. [PMID: 34654676 PMCID: PMC9358989 DOI: 10.1016/j.jcct.2021.09.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Revised: 08/23/2021] [Accepted: 09/22/2021] [Indexed: 10/20/2022]
Abstract
Our understanding of sex differences in subclinical atherosclerosis and plaque composition and characteristics have greatly improved with the use of coronary computed tomography (CCTA) over the past years. CCTA has emerged as an important frontline diagnostic test for women, especially as we continue to understand the impact of non-obstructive atherosclerosis as well as diffuse, high risk plaque as precursors of acute cardiac events in women. Based on its ability to identify complex plaque morphology such as low attenuation plaque, high risk non calcified plaque, positive remodeling, fibrous cap, CCTA can be used to assess plaque characteristics. CCTA can avoid false positive of other imaging studies, if included earlier in assessment of ischemic symptoms. In the contemporary clinical setting, CCTA will prove useful in further understanding and managing cardiovascular disease in women and those without traditional obstructive coronary disease.
Collapse
Affiliation(s)
- Keva Garg
- Division of Cardiology, The Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Toral R Patel
- Department of Cardiovascular Disease, University of Virginia, Charlottesville, VA, USA
| | - Arjun Kanwal
- Medstar Union Memorial Hospital, Baltimore, MD, USA
| | - Todd C Villines
- Department of Cardiovascular Disease, University of Virginia, Charlottesville, VA, USA
| | - Niti R Aggarwal
- Department of Cardiovascular Disease, Mayo Clinic, Rochester, MN, USA
| | - Khurram Nasir
- Center for Outcomes Research, Division of Cardiology, Houston Methodist, Houston, TX, USA
| | - Roger S Blumenthal
- Division of Cardiology, The Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Michael J Blaha
- Division of Cardiology, The Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Pamela S Douglas
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
| | - Leslee J Shaw
- Department of Population Health Science, Blavatnik Women's Health Research Institute, Mount Sinai School of Medicine, NY, USA
| | - Garima Sharma
- Division of Cardiology, The Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| |
Collapse
|
42
|
Yardeni D, Toledano R, Novack V, Shalev A, Wolak A, Rotman Y, Etzion O. The Association of Alanine Aminotransferase Levels With Myocardial Perfusion Imaging and Cardiovascular Morbidity. J Cardiovasc Pharmacol Ther 2022; 27:10742484221074585. [PMID: 35077243 PMCID: PMC8840806 DOI: 10.1177/10742484221074585] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
INTRODUCTION Studies suggest that non-alcoholic fatty liver disease (NAFLD) is associated with an independent risk of cardiovascular disease (CVD). We utilized a large cohort of patients undergoing myocardial perfusion imaging (MPI) with single photon emission computed tomography (SPECT) to determine the association between alanine aminotransferase (ALT) as a surrogate marker for presumed NAFLD, and the presence of myocardial ischemia and mortality. METHODS We retrospectively assessed SPECT-MPI results and medical records of individuals evaluated between 1997 and 2008. We excluded patients with known non-NAFLD liver diseases, ALT values <17 or >340 U/L and absent liver tests. Elevated ALT cases were classified as presumed NAFLD. The primary endpoint was abnormal SPECT-MPI. Secondary endpoints included cardiac death, acute myocardial infarction and all-cause mortality. RESULTS Of 26,034 patients who underwent SPECT-MPI, 11,324 met inclusion criteria. 1635 (14.4%) patients had elevated ALT. SPECT-MPI results did not differ significantly between subjects with elevated ALT and controls. Elevated ALT was associated with increased risk for the composite endpoint of cardiac death or acute myocardial infarction at 5-year follow-up (hazard ratio [HR] 1.3, 95% confidence interval [CI] 1.01-1.67) and in all-cause mortality (HR 1.27, CI 1.02-1.58) but only in patients with normal SPECT-MPI. CONCLUSIONS The long-term mortality of patients with abnormal SPECT-MPI is not modulated by ALT, likely reflecting an already high risk and established CVD. However, patients with normal SPECT-MPI are at increased risk for a future cardiac event if they have an elevated ALT level, suggesting an important role for NAFLD in earlier stages of CVD.
Collapse
Affiliation(s)
- David Yardeni
- Department of Gastroenterology and Liver Diseases, Soroka University Medical Center, Beer-Sheva, Israel
| | - Ronen Toledano
- Clinical Research Center, Soroka University Medical Center, Beer-Sheva, Israel
| | - Victor Novack
- Clinical Research Center, Soroka University Medical Center, Beer-Sheva, Israel
| | - Aryeh Shalev
- Cardiology Department, Soroka University Medical Center, Beer-Sheva, Israel
| | - Arik Wolak
- Cardiology Department, Shaare Zedek Medical Center, Jerusalem, Israel
| | - Yaron Rotman
- Liver & Energy Metabolism Section, Liver Diseases Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Ohad Etzion
- Department of Gastroenterology and Liver Diseases, Soroka University Medical Center, Beer-Sheva, Israel
| |
Collapse
|
43
|
Koshy AN, Nerlekar N, Gow PJ, Lim R, Smith G, Galea M, Rodriques TS, Lim HS, Teh A, Farouque O. A prospective natural history study of coronary atherosclerosis following liver transplantation. Atherosclerosis 2022; 344:40-48. [DOI: 10.1016/j.atherosclerosis.2022.01.020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2021] [Revised: 01/22/2022] [Accepted: 01/25/2022] [Indexed: 11/24/2022]
|
44
|
Khalil M, Hayek S, Khalil N, Serale N, Vergani L, Calasso M, De Angelis M, Portincasa P. Role of Sumac (Rhus coriaria L.) in the management of metabolic syndrome and related disorders: Focus on NAFLD-atherosclerosis interplay. J Funct Foods 2021. [DOI: 10.1016/j.jff.2021.104811] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
|
45
|
Weingärtner S, Desmond KL, Obuchowski NA, Baessler B, Zhang Y, Biondetti E, Ma D, Golay X, Boss MA, Gunter JL, Keenan KE, Hernando D. Development, validation, qualification, and dissemination of quantitative MR methods: Overview and recommendations by the ISMRM quantitative MR study group. Magn Reson Med 2021; 87:1184-1206. [PMID: 34825741 DOI: 10.1002/mrm.29084] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Revised: 10/20/2021] [Accepted: 10/27/2021] [Indexed: 12/26/2022]
Abstract
On behalf of the International Society for Magnetic Resonance in Medicine (ISMRM) Quantitative MR Study Group, this article provides an overview of considerations for the development, validation, qualification, and dissemination of quantitative MR (qMR) methods. This process is framed in terms of two central technical performance properties, i.e., bias and precision. Although qMR is confounded by undesired effects, methods with low bias and high precision can be iteratively developed and validated. For illustration, two distinct qMR methods are discussed throughout the manuscript: quantification of liver proton-density fat fraction, and cardiac T1 . These examples demonstrate the expansion of qMR methods from research centers toward widespread clinical dissemination. The overall goal of this article is to provide trainees, researchers, and clinicians with essential guidelines for the development and validation of qMR methods, as well as an understanding of necessary steps and potential pitfalls for the dissemination of quantitative MR in research and in the clinic.
Collapse
Affiliation(s)
- Sebastian Weingärtner
- Department of Imaging Physics, Delft University of Technology, Delft, The Netherlands
| | - Kimberly L Desmond
- Brain Health Imaging Centre, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.,Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Nancy A Obuchowski
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio, USA
| | - Bettina Baessler
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Zurich, Switzerland
| | - Yuxin Zhang
- Department of Medical Physics, University of Wisconsin-Madison, Madison, Wisconsin, USA.,Department of Radiology, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Emma Biondetti
- Department of Neuroscience, Imaging and Clinical Sciences, D'Annunzio University of Chieti and Pescara, Chieti, Italy
| | - Dan Ma
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA
| | - Xavier Golay
- Brain Repair & Rehabilitation, Institute of Neurology, University College London, United Kingdom.,Gold Standard Phantoms Limited, Rochester, United Kingdom
| | - Michael A Boss
- Center for Research and Innovation, American College of Radiology, Philadelphia, Pennsylvania, USA
| | | | - Kathryn E Keenan
- National Institute of Standards and Technology, Boulder, Colorado, USA
| | - Diego Hernando
- Department of Medical Physics, University of Wisconsin-Madison, Madison, Wisconsin, USA.,Department of Radiology, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | | |
Collapse
|
46
|
Starekova J, Hernando D, Pickhardt PJ, Reeder SB. Quantification of Liver Fat Content with CT and MRI: State of the Art. Radiology 2021; 301:250-262. [PMID: 34546125 PMCID: PMC8574059 DOI: 10.1148/radiol.2021204288] [Citation(s) in RCA: 93] [Impact Index Per Article: 31.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 04/19/2021] [Accepted: 04/26/2021] [Indexed: 12/13/2022]
Abstract
Hepatic steatosis is defined as pathologically elevated liver fat content and has many underlying causes. Nonalcoholic fatty liver disease (NAFLD) is the most common chronic liver disease worldwide, with an increasing prevalence among adults and children. Abnormal liver fat accumulation has serious consequences, including cirrhosis, liver failure, and hepatocellular carcinoma. In addition, hepatic steatosis is increasingly recognized as an independent risk factor for the metabolic syndrome, type 2 diabetes, and, most important, cardiovascular mortality. During the past 2 decades, noninvasive imaging-based methods for the evaluation of hepatic steatosis have been developed and disseminated. Chemical shift-encoded MRI is now established as the most accurate and precise method for liver fat quantification. CT is important for the detection and quantification of incidental steatosis and may play an increasingly prominent role in risk stratification, particularly with the emergence of CT-based screening and artificial intelligence. Quantitative imaging methods are increasingly used for diagnostic work-up and management of steatosis, including treatment monitoring. The purpose of this state-of-the-art review is to provide an overview of recent progress and current state of the art for liver fat quantification using CT and MRI, as well as important practical considerations related to clinical implementation.
Collapse
Affiliation(s)
- Jitka Starekova
- From the Departments of Radiology (J.S., D.H., P.J.P., S.B.R.),
Medical Physics (D.H., S.B.R.), Biomedical Engineering (S.B.R.), Medicine
(S.B.R.), and Emergency Medicine (S.B.R.), University of Wisconsin, 1111
Highland Ave, Madison, WI 53705
| | - Diego Hernando
- From the Departments of Radiology (J.S., D.H., P.J.P., S.B.R.),
Medical Physics (D.H., S.B.R.), Biomedical Engineering (S.B.R.), Medicine
(S.B.R.), and Emergency Medicine (S.B.R.), University of Wisconsin, 1111
Highland Ave, Madison, WI 53705
| | - Perry J. Pickhardt
- From the Departments of Radiology (J.S., D.H., P.J.P., S.B.R.),
Medical Physics (D.H., S.B.R.), Biomedical Engineering (S.B.R.), Medicine
(S.B.R.), and Emergency Medicine (S.B.R.), University of Wisconsin, 1111
Highland Ave, Madison, WI 53705
| | - Scott B. Reeder
- From the Departments of Radiology (J.S., D.H., P.J.P., S.B.R.),
Medical Physics (D.H., S.B.R.), Biomedical Engineering (S.B.R.), Medicine
(S.B.R.), and Emergency Medicine (S.B.R.), University of Wisconsin, 1111
Highland Ave, Madison, WI 53705
| |
Collapse
|
47
|
The associations between coronary artery disease, and non-alcoholic fatty liver disease by computed tomography. Egypt Heart J 2021; 73:96. [PMID: 34718898 PMCID: PMC8557221 DOI: 10.1186/s43044-021-00222-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 10/21/2021] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Non-alcoholic fatty liver disease (NAFLD) is increasing in recognition as a hepatic condition that is unrelated to significant alcoholic consumption, but has rather, been suggested to constitute cardiovascular risk (irrespective of traditional risk factors and high-risk plaque features). Both coronary artery disease and NAFLD share the same pathophysiology and metabolic profile. NAFLD can theoretically be a source/initiator for coronary artery disease (CAD). We aimed to study the association between NAFLD, CAD, the presence of high-risk plaque features, and the severity of stenosis. RESULTS We recruited 800 patients with suspected obstructive CAD and planned for coronary computed tomography angiography (CCTA), Exclusion criteria: heavy alcohol consumption; contraindications to contrast media; unevaluated coronary-artery segments; other known liver disease; and use of oral corticosteroids and/or amiodarone. Non-enhanced Computed Tomography abdomen was performed before the CCTA to detect NAFLD. To study the association between NAFLD and the presence of CAD, patients were classified as to either have, or not have CAD. The CAD group were then further studied for the presence of high-risk plaque features: napkin ring sign, Positive remodelling, Low Hounsfield unit (HU), and Spotty calcium; and their association with NAFLD. Thirty-two per cent of patients had NAFLD and 45% had CAD. A significant association between NAFLD and CAD was found (OR 4.21, 95% CI (confidence interval) (2.83-6.25), p = 0.000). In CAD patients, significant associations were present between NAFLD and high-risk plaque features: Napkin ring sign, Positive remodelling, Low HU, and Spotty calcium (OR 7.88, 95% CI (4.39-14.12), p < 0.001, OR 5.84, 95% (3.85-8.85), p < 0.001, OR 7.25, 95% CI (3.31-15.90), p < 0.001 and OR 6.66, 95% CI (3.75-11.82), p < 0.001), respectively. NAFLD was present in 39.30%, 50.00%, 20.00%, 54.50% and 100.00% of patients with CAD; and 1-24%; 25-49%; 50-69%; 7 = 0-99%, LMD (Left Main Disease) > 50% stenosis or 3V disease, and Total occlusion, respectively, p < 0.001. CONCLUSIONS NAFLD is strongly associated with CAD, high-risk plaque features and higher grade of stenosis.
Collapse
|
48
|
Johnson PC, Cochet AA, Gore RS, Harrison SA, Magulick JP, Aden JK, Paredes AH. Early Cardiac Dysfunction in Biopsy-proven Nonalcoholic Fatty Liver Disease. THE KOREAN JOURNAL OF GASTROENTEROLOGY 2021; 78:161-167. [PMID: 34565785 DOI: 10.4166/kjg.2021.040] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Revised: 07/12/2021] [Accepted: 07/20/2021] [Indexed: 12/12/2022]
Abstract
Backgrounds/Aims Nonalcoholic fatty liver disease (NAFLD) encompasses a range of diseases from nonalcoholic fatty liver (NAFL) to nonalcoholic steatohepatitis (NASH) and has been linked to cardiovascular disease and sub-clinical cardiac remodeling. This paper presents a retrospective study of biopsy-proven NAFL and NASH to examine the differences in subclinical cardiac remodeling. Methods Patients were recruited from an institutional repository of patients with liver-biopsy-confirmed NAFLD. Patients with a transthoracic echocardiogram (TTE) within 12 months of the liver biopsy were included. The parameters of the diastolic dysfunction were reviewed for the differences between NAFL and NASH as well as between the stages and grades of NASH. Results Thirty-three patients were included in the study, 17 with NAFL and 16 with NASH. The NASH patients were more likely to have lower platelets, higher AST, higher ALT, and higher rates of type 2 diabetes mellitus, coronary artery disease, and hypertension than the NAFL patients. The E/e' ratio on transthoracic echocardiogram was significantly higher in NASH compared to NAFL, advanced-stage NASH compared to early stage, and high-grade NASH compared to low-grade. The E/e' ratio was also significantly higher in NASH than NAFL in patients without diabetes mellitus. The presence of diastolic dysfunction trended toward significance. The other markers of diastolic dysfunction were similar. Logistic regression revealed a statistical association with E/e' and NASH. Conclusions NASH patients had evidence of a higher E/e' ratio than NAFL, and there was a trend towards a significant diastolic dysfunction. Patients with NASH compared to NAFL should be closely monitored for signs and symptoms of cardiac dysfunction.
Collapse
Affiliation(s)
- Peter C Johnson
- Department of Medicine, Brooke Army Medical Center, San Antonio, TX, USA.,Department of Medicine, Uniformed Services University of Health Sciences, Bethesda, MD, USA
| | - Anthony A Cochet
- Department of Medicine, Cardiology Service, Brooke Army Medical Center, San Antonio, TX, USA
| | - Rosco S Gore
- Department of Medicine, Uniformed Services University of Health Sciences, Bethesda, MD, USA.,Department of Medicine, Cardiology Service, Brooke Army Medical Center, San Antonio, TX, USA
| | | | - John P Magulick
- Department of Medicine, Gastroenterology and Hepatology Service, Brooke Army Medical Center, San Antonio, TX, USA
| | - James K Aden
- US Army Institute for Surgical Research, San Antonio, TX, USA
| | - Angelo H Paredes
- Department of Medicine, Uniformed Services University of Health Sciences, Bethesda, MD, USA.,Department of Medicine, Gastroenterology and Hepatology Service, Brooke Army Medical Center, San Antonio, TX, USA
| |
Collapse
|
49
|
Zhao R, Hernando D, Harris DT, Hinshaw LA, Li K, Ananthakrishnan L, Bashir MR, Duan X, Ghasabeh MA, Kamel IR, Lowry C, Mahesh M, Marin D, Miller J, Pickhardt PJ, Shaffer J, Yokoo T, Brittain JH, Reeder SB. Multisite multivendor validation of a quantitative MRI and CT compatible fat phantom. Med Phys 2021; 48:4375-4386. [PMID: 34105167 DOI: 10.1002/mp.15038] [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: 08/02/2020] [Revised: 03/15/2021] [Accepted: 05/26/2021] [Indexed: 12/17/2022] Open
Abstract
PURPOSE Chemical shift-encoded magnetic resonance imaging enables accurate quantification of liver fat content though estimation of proton density fat-fraction (PDFF). Computed tomography (CT) is capable of quantifying fat, based on decreased attenuation with increased fat concentration. Current quantitative fat phantoms do not accurately mimic the CT number of human liver. The purpose of this work was to develop and validate an optimized phantom that simultaneously mimics the MRI and CT signals of fatty liver. METHODS An agar-based phantom containing 12 vials doped with iodinated contrast, and with a granular range of fat fractions was designed and constructed within a novel CT and MR compatible spherical housing design. A four-site, three-vendor validation study was performed. MRI (1.5T and 3T) and CT images were obtained using each vendor's PDFF and CT reconstruction, respectively. An ROI centered in each vial was placed to measure MRI-PDFF (%) and CT number (HU). Mixed-effects model, linear regression, and Bland-Altman analysis were used for statistical analysis. RESULTS MRI-PDFF agreed closely with nominal PDFF values across both field strengths and all MRI vendors. A linear relationship (slope = -0.54 ± 0.01%/HU, intercept = 37.15 ± 0.03%) with an R2 of 0.999 was observed between MRI-PDFF and CT number, replicating established in vivo signal behavior. Excellent test-retest repeatability across vendors (MRI: mean = -0.04%, 95% limits of agreement = [-0.24%, 0.16%]; CT: mean = 0.16 HU, 95% limits of agreement = [-0.15HU, 0.47HU]) and good reproducibility using GE scanners (MRI: mean = -0.21%, 95% limits of agreement = [-1.47%, 1.06%]; CT: mean = -0.18HU, 95% limits of agreement = [-1.96HU, 1.6HU]) were demonstrated. CONCLUSIONS The proposed fat phantom successfully mimicked quantitative liver signal for both MRI and CT. The proposed fat phantom in this study may facilitate broader application and harmonization of liver fat quantification techniques using MRI and CT across institutions, vendors and imaging platforms.
Collapse
Affiliation(s)
- Ruiyang Zhao
- Department of Radiology, University of Wisconsin-Madison, Madison, WI, USA.,Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, USA
| | - Diego Hernando
- Department of Radiology, University of Wisconsin-Madison, Madison, WI, USA.,Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, USA
| | - David T Harris
- Department of Radiology, University of Wisconsin-Madison, Madison, WI, USA
| | - Louis A Hinshaw
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI, USA
| | - Ke Li
- Department of Radiology, University of Wisconsin-Madison, Madison, WI, USA.,Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, USA
| | | | - Mustafa R Bashir
- Department of Radiology, Duke University, Durham, NC, USA.,Center for Advanced Magnetic Resonance Development, Duke University, Durham, NC, USA.,Division of Gastroenterology, Department of Medicine, Duke University, Durham, NC, USA
| | - Xinhui Duan
- Department of Radiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | | | - Ihab R Kamel
- Department of Radiology, Johns Hopkins University, Baltimore, MD, USA
| | - Carolyn Lowry
- Department of Radiology, Duke University, Durham, NC, USA
| | | | - Daniele Marin
- Department of Radiology, Duke University, Durham, NC, USA
| | - Jessica Miller
- Department of Human Oncology, University of Wisconsin-Madison, Madison, WI, USA
| | - Perry J Pickhardt
- Department of Radiology, University of Wisconsin-Madison, Madison, WI, USA
| | - Jean Shaffer
- Department of Radiology, Duke University, Durham, NC, USA.,Center for Advanced Magnetic Resonance Development, Duke University, Durham, NC, USA
| | - Takeshi Yokoo
- Department of Radiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | | | - Scott B Reeder
- Department of Radiology, University of Wisconsin-Madison, Madison, WI, USA.,Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, USA.,Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI, USA.,Department of Medicine, University of Wisconsin, Madison, WI, USA.,Department of Emergency Medicine, University of Wisconsin-Madison, Madison, WI, USA
| |
Collapse
|
50
|
Meyersohn NM, Mayrhofer T, Corey KE, Bittner DO, Staziaki PV, Szilveszter B, Hallett T, Lu MT, Puchner SB, Simon TG, Foldyna B, Voora D, Ginsburg GS, Douglas PS, Hoffmann U, Ferencik M. Association of Hepatic Steatosis With Major Adverse Cardiovascular Events, Independent of Coronary Artery Disease. Clin Gastroenterol Hepatol 2021; 19:1480-1488.e14. [PMID: 32707340 PMCID: PMC7855524 DOI: 10.1016/j.cgh.2020.07.030] [Citation(s) in RCA: 48] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Revised: 07/12/2020] [Accepted: 07/14/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND & AIMS Hepatic steatosis has been associated with increased risk of major adverse cardiovascular events (MACE) but it is not clear whether steatosis is independently associated with risk of MACE. We investigated whether steatosis is associated with risk of MACE independently of the presence and extent of baseline coronary artery disease, assessed by comprehensive contrast-enhanced computed tomography angiography (CTA). METHODS We conducted a nested cohort study of 3756 subjects (mean age, 60.6 years; 48.4% men) who underwent coronary CTA at 193 sites in North America, from July 2010 through September 2013, as part of the PROMISE study, which included noninvasive cardiovascular analyses of symptomatic outpatients without coronary artery disease. Independent core laboratory readers measured hepatic and splenic attenuation, using non-contrast computed tomography images to identify steatosis, and evaluated coronary plaques and stenosis in coronary CTA images. We collected data on participants' cardiovascular risk factors, presence of metabolic syndrome, and body mass index. The primary endpoint was an adjudicated composite of MACE (death, myocardial infarction, or unstable angina) during a median follow-up time of 25 months. RESULTS Among the 959 subjects who had steatosis (25.5% of the cohort), 42 had MACE (4.4%), whereas among the 2797 subjects without steatosis, 73 had MACE (2.6%) (hazard ratio [HR] for MACE in subjects with steatosis, 1.69; 95% CI, 1.16-2.48; P = .006 for MACE in subjects with vs without steatosis). This association remained after adjustment for atherosclerotic cardiovascular disease risk scores, significant stenosis, and metabolic syndrome (adjusted HR, 1.72; 95% CI, 1.16-2.54; P = .007) or obesity (adjusted HR, 1.75; 95% CI, 1.19-2.59; P = .005). Steatosis remained independently associated with MACE after adjustment for all CTA measures of plaques and stenosis. CONCLUSIONS Hepatic steatosis is associated with MACE independently of other cardiovascular risk factors or extent of coronary artery disease. Strategies to reduce steatosis might reduce risk of MACE. ClinicalTrials.gov no: NCT01174550.
Collapse
Affiliation(s)
- Nandini M. Meyersohn
- Cardiovascular Imaging Research Center, Massachusetts General Hospital, Boston, MA
| | - Thomas Mayrhofer
- Cardiovascular Imaging Research Center, Massachusetts General Hospital, Boston, MA,School of Business Studies, Stralsund University of Applied Sciences, Stralsund, Germany
| | - Kathleen E. Corey
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA
| | - Daniel O. Bittner
- Cardiovascular Imaging Research Center, Massachusetts General Hospital, Boston, MA,Friedrich-Alexander University Erlangen-Nürnberg, Department of Cardiology, University Hospital Erlangen, Germany
| | - Pedro V. Staziaki
- Cardiovascular Imaging Research Center, Massachusetts General Hospital, Boston, MA
| | - Balint Szilveszter
- Cardiovascular Imaging Research Center, Massachusetts General Hospital, Boston, MA
| | - Travis Hallett
- Cardiovascular Imaging Research Center, Massachusetts General Hospital, Boston, MA
| | - Michael T. Lu
- Cardiovascular Imaging Research Center, Massachusetts General Hospital, Boston, MA
| | - Stefan B. Puchner
- Cardiovascular Imaging Research Center, Massachusetts General Hospital, Boston, MA,Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Tracey G. Simon
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA
| | - Borek Foldyna
- Cardiovascular Imaging Research Center, Massachusetts General Hospital, Boston, MA
| | - Deepak Voora
- Duke Center for Applied Genomics & Precision Medicine, Duke University School of Medicine, Durham, NC
| | - Geoffrey S. Ginsburg
- Duke Center for Applied Genomics & Precision Medicine, Duke University School of Medicine, Durham, NC
| | - Pamela S. Douglas
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC
| | - Udo Hoffmann
- Cardiovascular Imaging Research Center, Massachusetts General Hospital, Boston, MA
| | - Maros Ferencik
- Cardiovascular Imaging Research Center, Massachusetts General Hospital, Boston, MA,Knight Cardiovascular Institute, Oregon Health and Science University, Portland, OR
| |
Collapse
|