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Shamaitijiang X, Kimita W, Ko J, Skudder-Hill L, Liu Y, Petrov MS. Relationship of Liver Blood Tests and T1 Relaxation Time With Intra-pancreatic Fat Deposition. J Clin Exp Hepatol 2024; 14:101343. [PMID: 38304879 PMCID: PMC10827601 DOI: 10.1016/j.jceh.2023.101343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 12/26/2023] [Indexed: 02/03/2024] Open
Abstract
Background Liver is well recognised as a metabolically active organ. While intra-pancreatic fat deposition (IPFD) is emerging as an important player in the whole-body metabolism, the interplay between the liver and IPFD has been poorly investigated. This study aimed to investigate the associations of liver blood tests and non-invasive tests for hepatic fibrosis with IPFD. Methods Participants underwent a 3.0 Tesla magnetic resonance imaging to measure IPFD and map liver T1 (longitudinal relaxation time). Four liver tests were done on the same sample of blood. Hepatic fibrosis risk score (BARD) was calculated. Linear regression models were built, accounting for age, sex, visceral-to-subcutaneous fat ratio, and other covariates. Results A total of 143 individuals were studied. In the most adjusted model, alkaline phosphatase (P < 0.001), alanine aminotransferase (P < 0.001), and γ-glutamyl transferase (P = 0.042) were significantly positively associated with IPFD. The BARD score was not significantly associated with IPFD in the most adjusted model (P = 0.295). T1 relaxation time of the liver was not significantly associated with IPFD in the most adjusted model (P = 0.782). Conclusions Elevated alkaline phosphatase, alanine aminotransferase, and γ-glutamyl transferase are associated with increased IPFD. Hepatic fibrosis does not appear to be associated with IPFD.
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Affiliation(s)
| | - Wandia Kimita
- School of Medicine, University of Auckland, Auckland, New Zealand
| | - Juyeon Ko
- School of Medicine, University of Auckland, Auckland, New Zealand
| | | | - Yutong Liu
- School of Medicine, University of Auckland, Auckland, New Zealand
| | - Maxim S. Petrov
- School of Medicine, University of Auckland, Auckland, New Zealand
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2
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Makarenkov N, Yoel U, Haim Y, Pincu Y, Bhandarkar NS, Shalev A, Shelef I, Liberty IF, Ben-Arie G, Yardeni D, Rudich A, Etzion O, Veksler-Lublinsky I. Circulating isomiRs May Be Superior Biomarkers Compared to Their Corresponding miRNAs: A Pilot Biomarker Study of Using isomiR-Ome to Detect Coronary Calcium-Based Cardiovascular Risk in Patients with NAFLD. Int J Mol Sci 2024; 25:890. [PMID: 38255963 PMCID: PMC10815227 DOI: 10.3390/ijms25020890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Revised: 01/01/2024] [Accepted: 01/03/2024] [Indexed: 01/24/2024] Open
Abstract
Circulating miRNAs are increasingly being considered as biomarkers in various medical contexts, but the value of analyzing isomiRs (isoforms of canonical miRNA sequences) has not frequently been assessed. Here we hypothesize that an in-depth analysis of the full circulating miRNA landscape could identify specific isomiRs that are stronger biomarkers, compared to their corresponding miRNA, for identifying increased CV risk in patients with non-alcoholic fatty liver disease (NAFLD)-a clinical unmet need. Plasma miRNAs were sequenced with next-generation sequencing (NGS). Liver fat content was measured with magnetic-resonance spectrometry (MRS); CV risk was determined, beyond using traditional biomarkers, by a CT-based measurement of coronary artery calcium (CAC) score and the calculation of a CAC score-based CV-risk percentile (CAC-CV%). This pilot study included n = 13 patients, age > 45 years, with an MRS-measured liver fat content of ≥5% (wt/wt), and free of overt CVD. NGS identified 1103 miRNAs and 404,022 different isomiRs, of which 280 (25%) and 1418 (0.35%), respectively, passed an abundance threshold. Eighteen (sixteen/two) circulating miRNAs correlated positively/negatively, respectively, with CAC-CV%, nine of which also significantly discriminated between high/low CV risk through ROC-AUC analysis. IsomiR-ome analyses uncovered 67 isomiRs highly correlated (R ≥ 0.55) with CAC-CV%. Specific isomiRs of miRNAs 101-3p, 144-3p, 421, and 484 exhibited stronger associations with CAC-CV% compared to their corresponding miRNA. Additionally, while miRNAs 140-3p, 223-3p, 30e-5p, and 342-3p did not correlate with CAC-CV%, specific isomiRs with altered seed sequences exhibited a strong correlation with coronary atherosclerosis burden. Their predicted isomiRs-specific targets were uniquely enriched (compared to their canonical miRNA sequence) in CV Disease (CVD)-related pathways. Two of the isomiRs exhibited discriminative ROC-AUC, and another two showed a correlation with reverse cholesterol transport from cholesterol-loaded macrophages to ApoB-depleted plasma. In summary, we propose a pipeline for exploring circulating isomiR-ome as an approach to uncover novel and strong CVD biomarkers.
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Affiliation(s)
- Nataly Makarenkov
- Department of Clinical Biochemistry and Pharmacology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel; (N.M.); (U.Y.); (N.S.B.)
- Department of Software & Information Systems Engineering, Faculty of Engineering, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel;
| | - Uri Yoel
- Department of Clinical Biochemistry and Pharmacology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel; (N.M.); (U.Y.); (N.S.B.)
- The Endocrinology Unit, Soroka University Medical Center, Beer-Sheva 84101, Israel
| | - Yulia Haim
- Department of Clinical Biochemistry and Pharmacology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel; (N.M.); (U.Y.); (N.S.B.)
| | - Yair Pincu
- Department of Clinical Biochemistry and Pharmacology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel; (N.M.); (U.Y.); (N.S.B.)
| | - Nikhil S. Bhandarkar
- Department of Clinical Biochemistry and Pharmacology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel; (N.M.); (U.Y.); (N.S.B.)
| | - Aryeh Shalev
- Cardiology Department, Soroka University Medical Center, Beer-Sheva 84101, Israel
| | - Ilan Shelef
- Department of Diagnostic Imaging, Soroka University Medical Center, Beer-Sheva 84101, Israel
| | - Idit F. Liberty
- Diabetes Clinic, Soroka University Medical Center, Beer-Sheva 84101, Israel;
| | - Gal Ben-Arie
- Department of Diagnostic Imaging, Soroka University Medical Center, Beer-Sheva 84101, Israel
| | - David Yardeni
- Department of Gastroenterology and Liver Diseases, Soroka University Medical Center, Beer-Sheva 84101, Israel (O.E.)
| | - Assaf Rudich
- Department of Clinical Biochemistry and Pharmacology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel; (N.M.); (U.Y.); (N.S.B.)
| | - Ohad Etzion
- Department of Gastroenterology and Liver Diseases, Soroka University Medical Center, Beer-Sheva 84101, Israel (O.E.)
| | - Isana Veksler-Lublinsky
- Department of Software & Information Systems Engineering, Faculty of Engineering, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel;
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3
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Solomon A, Negrea MO, Cipăian CR, Boicean A, Mihaila R, Rezi C, Cristinescu BA, Berghea-Neamtu CS, Popa ML, Teodoru M, Stoia O, Neamtu B. Interactions between Metabolic Syndrome, MASLD, and Arterial Stiffening: A Single-Center Cross-Sectional Study. Healthcare (Basel) 2023; 11:2696. [PMID: 37830733 PMCID: PMC10572783 DOI: 10.3390/healthcare11192696] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 10/06/2023] [Accepted: 10/07/2023] [Indexed: 10/14/2023] Open
Abstract
Metabolic-associated steatotic liver disease (MASLD), previously termed non-alcoholic fatty liver disease (NAFLD), has emerged as a prominent global cause of chronic liver disease and is increasingly recognized as associated with atherosclerotic vascular illness, consolidating its position along traditional cardiovascular risk factors. Individuals with MASLD exhibit a combination of metabolic syndrome risk factors, carotid atherosclerosis, and increased arterial stiffness, hinting at shared pathogenesis. In this study, we aim to explore liver involvement and arterial stiffness within metabolic syndrome. We enrolled 75 patients (30 male and 45 female) with either liver steatosis on conventional ultrasound, altered liver function tests, or the presence of cardiometabolic risk factors after excluding liver pathology other than MASLD. Clinical evaluation, laboratory measurements, abdominal and carotid ultrasounds, vibration-controlled transient elastography (VCTE, Fibroscan), and assessment with the Arteriograph (Tensiomed) were performed. The 26 patients diagnosed with MetS had significantly higher liver involvement as quantified via the hepatic steatosis index (HSI), Fibrosis-4 (FIB4), aspartate aminotransferase to platelet ratio index (APRI) category, and VCTE measurements, as well as Agile 3+ and Agile 4 scores which use a combination of clinical and laboratory parameters together with results obtained from VCTE to reflect the probability of advanced liver fibrosis or cirrhosis. Patients with MetS also exhibited more pronounced vascular involvement as quantified via arterial stiffness measurements and CIMT (carotid intima-media thickness). We applied a two-step clustering algorithm to enhance our analysis, which gave us pertinent insight into the interplay between metabolic syndrome elements and typologies of hepatic steatosis and arterial stiffness degrees. Notably, of the three obtained clusters, the cluster showing increased levels of hepatic steatosis and arterial stiffness also exhibited the highest prevalence of metabolic syndrome and its constituting components. The results have significant clinical implications, advocating for a comprehensive diagnostic approach when MetS or MASLD is suspected.
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Affiliation(s)
- Adelaida Solomon
- Faculty of Medicine, “Lucian Blaga” University, 550024 Sibiu, Romania; (A.S.); (C.R.C.); (A.B.); (R.M.); (C.R.); (M.L.P.); (M.T.); (O.S.); (B.N.)
- County Clinical Emergency Hospital of Sibiu, 550245 Sibiu, Romania
| | - Mihai Octavian Negrea
- Faculty of Medicine, “Lucian Blaga” University, 550024 Sibiu, Romania; (A.S.); (C.R.C.); (A.B.); (R.M.); (C.R.); (M.L.P.); (M.T.); (O.S.); (B.N.)
- County Clinical Emergency Hospital of Sibiu, 550245 Sibiu, Romania
| | - Călin Remus Cipăian
- Faculty of Medicine, “Lucian Blaga” University, 550024 Sibiu, Romania; (A.S.); (C.R.C.); (A.B.); (R.M.); (C.R.); (M.L.P.); (M.T.); (O.S.); (B.N.)
- County Clinical Emergency Hospital of Sibiu, 550245 Sibiu, Romania
| | - Adrian Boicean
- Faculty of Medicine, “Lucian Blaga” University, 550024 Sibiu, Romania; (A.S.); (C.R.C.); (A.B.); (R.M.); (C.R.); (M.L.P.); (M.T.); (O.S.); (B.N.)
- County Clinical Emergency Hospital of Sibiu, 550245 Sibiu, Romania
| | - Romeo Mihaila
- Faculty of Medicine, “Lucian Blaga” University, 550024 Sibiu, Romania; (A.S.); (C.R.C.); (A.B.); (R.M.); (C.R.); (M.L.P.); (M.T.); (O.S.); (B.N.)
- County Clinical Emergency Hospital of Sibiu, 550245 Sibiu, Romania
| | - Cristina Rezi
- Faculty of Medicine, “Lucian Blaga” University, 550024 Sibiu, Romania; (A.S.); (C.R.C.); (A.B.); (R.M.); (C.R.); (M.L.P.); (M.T.); (O.S.); (B.N.)
| | | | | | - Mirela Livia Popa
- Faculty of Medicine, “Lucian Blaga” University, 550024 Sibiu, Romania; (A.S.); (C.R.C.); (A.B.); (R.M.); (C.R.); (M.L.P.); (M.T.); (O.S.); (B.N.)
- County Clinical Emergency Hospital of Sibiu, 550245 Sibiu, Romania
| | - Minodora Teodoru
- Faculty of Medicine, “Lucian Blaga” University, 550024 Sibiu, Romania; (A.S.); (C.R.C.); (A.B.); (R.M.); (C.R.); (M.L.P.); (M.T.); (O.S.); (B.N.)
- County Clinical Emergency Hospital of Sibiu, 550245 Sibiu, Romania
| | - Oana Stoia
- Faculty of Medicine, “Lucian Blaga” University, 550024 Sibiu, Romania; (A.S.); (C.R.C.); (A.B.); (R.M.); (C.R.); (M.L.P.); (M.T.); (O.S.); (B.N.)
- County Clinical Emergency Hospital of Sibiu, 550245 Sibiu, Romania
| | - Bogdan Neamtu
- Faculty of Medicine, “Lucian Blaga” University, 550024 Sibiu, Romania; (A.S.); (C.R.C.); (A.B.); (R.M.); (C.R.); (M.L.P.); (M.T.); (O.S.); (B.N.)
- Department of Clinical Research, Pediatric Clinical Hospital Sibiu, 550166 Sibiu, Romania
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4
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Novel Insights in the Physiopathology and Management of Obesity-Related Kidney Disease. Nutrients 2022; 14:nu14193937. [PMID: 36235590 PMCID: PMC9572176 DOI: 10.3390/nu14193937] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 09/18/2022] [Accepted: 09/19/2022] [Indexed: 11/30/2022] Open
Abstract
Obesity is recognized as an independent risk factor for the development of kidney disease, which has led to the designation of obesity-related glomerulopathy (ORG). Common renal features observed in this condition include glomerular hypertrophy, glomerulosclerosis, haemodynamic changes and glomerular filtration barrier defects. Additionally, and although less studied, obesity-related kidney disease also involves alterations in renal tubules, including tubule hypertrophy, lipid deposition and tubulointerstitial fibrosis. Although not completely understood, the harmful effects of obesity on the kidney may be mediated by different mechanisms, with alterations in adipose tissue probably playing an important role. An increase in visceral adipose tissue has classically been associated with the development of kidney damage, however, recent studies point to adipose tissue surrounding the kidney, and specifically to the fat within the renal sinus, as potentially involved in the development of ORG. In addition, new strategies for the treatment of patients with obesity-related kidney disease are focusing on the management of obesity. In this regard, some non-invasive options, such as glucagon-like peptide-1 (GLP-1) receptor agonists or sodium–glucose cotransporter-2 (SGLT2) inhibitors, are being considered for application in the clinic, not only for patients with diabetic kidney disease but as a novel pharmacological strategy for patients with ORG. In addition, bariatric surgery stands as one of the most effective options, not only for weight loss but also for the improvement of kidney outcomes in obese patients with chronic kidney disease.
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Brand T, van den Munckhof ICL, van der Graaf M, Schraa K, Dekker HM, Joosten LAB, Netea MG, Riksen NP, de Graaf J, Rutten JHW. Superficial vs Deep Subcutaneous Adipose Tissue: Sex-Specific Associations With Hepatic Steatosis and Metabolic Traits. J Clin Endocrinol Metab 2021; 106:e3881-e3889. [PMID: 34137897 PMCID: PMC8571813 DOI: 10.1210/clinem/dgab426] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Indexed: 01/21/2023]
Abstract
CONTEXT Subcutaneous adipose tissue (SAT) is not homogeneous, as the fascia scarpa separates the deep SAT (dSAT) from the superficial SAT (sSAT). OBJECTIVE The aim of this study is to evaluate the sex-specific associations of sSAT and dSAT with hepatic steatosis and metabolic syndrome in overweight individuals. METHODS We recruited 285 individuals with a body mass index (BMI) greater than or equal to 27 and aged 55 to 81 years. Abdominal magnetic resonance imaging was performed around level L4 to L5 to measure visceral adipose tissue (VAT), dSAT, and sSAT volumes. The amount of hepatic fat was quantified by MR spectroscopy. RESULTS Men had significantly higher volumes of VAT (122.6 cm3 vs 98.7 cm3, P < .001) and had only half the volume of sSAT compared to women adjusted for BMI (50.3 cm3 in men vs 97.0 cm3 in women, P < .001). dSAT correlated significantly with hepatic fat content in univariate analysis (standardized β = .190, P < .05), while VAT correlated significantly with hepatic steatosis in a multivariate model, adjusted for age, alcohol use, and other abdominal fat compartments (standardized β = .184, P = .037). Moreover, dSAT in men correlated negatively with HDL cholesterol (standardized β = -0.165, P = .038) in multivariate analyses. In women with a BMI between 30 and 40, in a multivariate model adjusted for age, alcohol use, and other abdominal fat compartments, VAT correlated positively (standardized β = -.404, P = .003), and sSAT negatively (standardized β = -.300, P = .04) with hepatic fat content. CONCLUSION In men, dSAT is associated with hepatic steatosis and adverse metabolic traits, such as lower HDL cholesterol levels, whereas in women with obesity sSAT shows a beneficial relation with respect to hepatic fat content.
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Affiliation(s)
- Tessa Brand
- Department of Internal Medicine, Division of Vascular Medicine 463, Radboud University Medical Center, HB Nijmegen, the Netherlands
| | | | - Marinette van der Graaf
- Department of Medical Imaging, Radboud University Medical Center, HB Nijmegen, the Netherlands
| | - Kiki Schraa
- Department of Internal Medicine, Division of Vascular Medicine 463, Radboud University Medical Center, HB Nijmegen, the Netherlands
| | - Helena Maria Dekker
- Department of Medical Imaging, Radboud University Medical Center, HB Nijmegen, the Netherlands
| | - Leonardus Antonius Bernardus Joosten
- Department of Internal Medicine, Division of Vascular Medicine 463, Radboud University Medical Center, HB Nijmegen, the Netherlands
- Department of Medical Genetics, Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - Mihai Gheorghe Netea
- Department of Internal Medicine, Division of Vascular Medicine 463, Radboud University Medical Center, HB Nijmegen, the Netherlands
- Department for Genomics & Immunoregulation, Life and Medical Sciences Institute (LIMES), University of Bonn, Bonn, Germany
| | - Niels Peter Riksen
- Department of Internal Medicine, Division of Vascular Medicine 463, Radboud University Medical Center, HB Nijmegen, the Netherlands
| | - Jacqueline de Graaf
- Department of Internal Medicine, Division of Vascular Medicine 463, Radboud University Medical Center, HB Nijmegen, the Netherlands
| | - Joseph Henricus Wilhelmus Rutten
- Department of Internal Medicine, Division of Vascular Medicine 463, Radboud University Medical Center, HB Nijmegen, the Netherlands
- Correspondence: J. H. W. Rutten, MD, PhD, Department of Internal Medicine (463), Radboudumc Nijmegen, P.O. Box 9101, 6500 HB Nijmegen, the Netherlands.
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6
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Yaskolka Meir A, Keller M, Müller L, Bernhart SH, Tsaban G, Zelicha H, Rinott E, Kaplan A, Gepner Y, Shelef I, Schwarzfuchs D, Ceglarek U, Stadler P, Blüher M, Stumvoll M, Kovacs P, Shai I. Effects of lifestyle interventions on epigenetic signatures of liver fat: Central randomized controlled trial. Liver Int 2021; 41:2101-2111. [PMID: 33938135 DOI: 10.1111/liv.14916] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2021] [Revised: 04/13/2021] [Accepted: 04/24/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND AND AIMS In the CENTRAL trial context, we found diverse liver fat dynamics in response to different dietary interventions. Epigenetic mechanisms may contribute to the intraindividual variation. Moreover, genetic factors are involved in developing nonalcoholic fatty-liver disease (NAFLD), a disease reflected by an increase in intrahepatic fat (IHF). In this exploratory analysis, we primarily aimed to examine the effect of lifestyle interventions on DNA-methylation of NAFLD related genes associated with IHF. METHODS For 120 participants from the CENTRAL trial, an 18-month regimen of either low-fat (LF) or Mediterranean-low carbohydrate (MED/LC) diets, with or without physical activity (PA+/PA-), was instructed. Magnetic resonance imaging was used to measure IHF%, which was analysed for association with CpG specific DNA-methylation levels of 41 selected candidate genes. Single-nucleotide polymorphisms known to be associated with NAFLD within the studied genes were genotyped by TaqMan assays. RESULTS At baseline, participants (92% men; body mass index = 30.2 kg/m2 ) had mean IHF of 10.7% (59% NAFLD). Baseline-IHF% was inversely correlated with DNA-methylation at individual CpGs within AC074286.1, CRACR2A, A2MP1, FARP1 (P < .05 for all multivariate models). FARP1 rs9584805 showed association with IHF, with the prevalence of NAFLD and baseline methylation level of the CpG site (cg00071727) associated with IHF%. Following 18-month lifestyle intervention, differential DNA-methylation patterns were observed between diets at cg14335324 annotated to A2MP1 (P = .04, LF vs. MED/LC), and differential DNA-methylation between PA groups within AC074286.1, CRACR2A, and FARP1 CpGs (P < .05 for all, PA-vs. PA+). CONCLUSIONS This study suggests epigenetic markers for IHF and potential epigenetic remodeling after long-term lifestyle interventions.
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Affiliation(s)
- Anat Yaskolka Meir
- Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Maria Keller
- Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Center Munich at the University of Leipzig and University Hospital Leipzig, Leipzig, Germany.,Medical Department III-Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Leipzig, Germany
| | - Luise Müller
- Medical Department III-Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Leipzig, Germany
| | - Stephan H Bernhart
- Interdisciplinary Center for Bioinformatics, University of Leipzig, Leipzig, Germany.,Bioinformatics Group, Department of Computer Science, University of Leipzig, Leipzig, Germany.,Transcriptome Bioinformatics, LIFE Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany
| | - Gal Tsaban
- Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Hila Zelicha
- Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Ehud Rinott
- Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Alon Kaplan
- Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Yftach Gepner
- Department of Epidemiology and Preventive Medicine, School of Public Health, Sackler Faculty of Medicine, Sylvan Adams Sports Institute, Tel Aviv University, Tel Aviv, Israel
| | - Ilan Shelef
- Soroka University Medical Center, Beer-Sheva, Israel
| | | | - Uta Ceglarek
- Institute for Laboratory Medicine, University of Leipzig Medical Center, Leipzig, Germany
| | - Peter Stadler
- Bioinformatics Group, Department of Computer Science, University of Leipzig, Leipzig, Germany.,Competence Center for Scalable Data Services and Solutions Dresden/Leipzig, German Centre for Integrative Biodiversity Research (iDiv), Leipzig Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany.,Max Planck Institute for Mathematics in the Sciences, Leipzig, Germany.,Fraunhofer Institute for Cell Therapy and Immunology, Leipzig, Germany.,Department of Theoretical Chemistry, University of Vienna, Vienna, Austria.,Center for RNA in Technology and Health, University of Copenhagen, Frederiksberg, Denmark.,Santa Fe Institute, Santa Fe, NM, USA
| | - Matthias Blüher
- Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Center Munich at the University of Leipzig and University Hospital Leipzig, Leipzig, Germany.,Medical Department III-Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Leipzig, Germany
| | - Michael Stumvoll
- Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Center Munich at the University of Leipzig and University Hospital Leipzig, Leipzig, Germany.,Medical Department III-Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Leipzig, Germany.,Deutsches Zentrum für Diabetesforschung, Neuherberg, Germany
| | - Peter Kovacs
- Medical Department III-Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Leipzig, Germany
| | - Iris Shai
- Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel.,Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
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7
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Morelli VM, de Mutsert R, de Roos A, Lamb HJ, van Hylckama Vlieg A, Bos MHA, Rosendaal FR, Lijfering WM, Cannegieter SC. Association Between Hepatic Triglyceride Content and Coagulation Factors: The Netherlands Epidemiology of Obesity Study. Arterioscler Thromb Vasc Biol 2020; 40:3004-3014. [PMID: 33115270 DOI: 10.1161/atvbaha.120.315365] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
OBJECTIVE Whether hepatic triglyceride content (HTGC) contributes to hypercoagulability beyond total body fat (TBF) and visceral adipose tissue (VAT) is unclear. We, therefore, aimed to investigate the association between HTGC and coagulation factors (F)I (fibrinogen), VIII, IX, and XI while adjusting for TBF and VAT. Approach and Results: In this cross-sectional analysis of the NEO study (Netherlands Epidemiology of Obesity; n=6671), a random subset of participants underwent magnetic resonance imaging and magnetic resonance spectroscopy to assess VAT and HTGC (n=2580). We excluded participants without complete imaging and coagulation assessment, and with history of liver disease, venous thrombosis, or on anticoagulation. Mean differences in coagulation factor levels across HTGC quartiles were estimated by linear regression adjusted for age, sex, ethnicity, education, alcohol intake, physical activity, smoking, estrogen, and menopause, in addition to TBF and VAT. Among the 1946 participants included, median HTGC was 2.66% (interquartile range: 1.34%-6.27%). Coagulation factor levels increased dose-dependently across HTGC quartiles. Mean differences between the fourth and first quartiles were 14.7 mg/dL (95% CI, 2.1-27.2) for fibrinogen, 6.7 IU/dL (95% CI, 0.5-12.9) for FVIII, 26.1 IU/dL (95% CI, 22.4-29.8) for FIX, and 8.6 IU/dL (95% CI, 4.6-12.6) for FXI. With further adjustment for TBF and VAT, the dose-response association of HTGC with FIX persisted, whereas associations with other factors disappeared. CONCLUSIONS HTGC was associated with various coagulation factors, of which FIX remained associated with HTGC after adjustment for TBF and VAT. HTGC might contribute to venous thrombosis risk beyond total body and visceral fat through FIX levels.
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Affiliation(s)
- Vânia M Morelli
- K.G. Jebsen Thrombosis Research and Expertise Center (TREC), Department of Clinical Medicine, UiT-The Arctic University of Norway, Tromsø (V.M.M.).,Department of Clinical Epidemiology (V.M.M., R.d.M., A.v.H.V., F.R.R., W.M.L., S.C.C.), Leiden University Medical Center, Leiden, The Netherlands
| | - Renée de Mutsert
- Department of Clinical Epidemiology (V.M.M., R.d.M., A.v.H.V., F.R.R., W.M.L., S.C.C.), Leiden University Medical Center, Leiden, The Netherlands
| | - Albert de Roos
- Department of Radiology (A.d.R., H.J.L.), Leiden University Medical Center, Leiden, The Netherlands
| | - Hildo J Lamb
- Department of Radiology (A.d.R., H.J.L.), Leiden University Medical Center, Leiden, The Netherlands
| | - Astrid van Hylckama Vlieg
- Department of Clinical Epidemiology (V.M.M., R.d.M., A.v.H.V., F.R.R., W.M.L., S.C.C.), Leiden University Medical Center, Leiden, The Netherlands
| | - Mettine H A Bos
- Department of Internal Medicine, Section of Thrombosis and Hemostasis (M.H.A.B., S.C.C.), Leiden University Medical Center, Leiden, The Netherlands
| | - Frits R Rosendaal
- Department of Clinical Epidemiology (V.M.M., R.d.M., A.v.H.V., F.R.R., W.M.L., S.C.C.), Leiden University Medical Center, Leiden, The Netherlands
| | - Willem M Lijfering
- Department of Clinical Epidemiology (V.M.M., R.d.M., A.v.H.V., F.R.R., W.M.L., S.C.C.), Leiden University Medical Center, Leiden, The Netherlands
| | - Suzanne C Cannegieter
- Department of Clinical Epidemiology (V.M.M., R.d.M., A.v.H.V., F.R.R., W.M.L., S.C.C.), Leiden University Medical Center, Leiden, The Netherlands.,Department of Internal Medicine, Section of Thrombosis and Hemostasis (M.H.A.B., S.C.C.), Leiden University Medical Center, Leiden, The Netherlands
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8
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Association of longitudinal risk profile trajectory clusters with adipose tissue depots measured by magnetic resonance imaging. Sci Rep 2019; 9:16972. [PMID: 31740739 PMCID: PMC6861315 DOI: 10.1038/s41598-019-53546-y] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Accepted: 10/31/2019] [Indexed: 12/20/2022] Open
Abstract
The objective of the study was to identify associations of longitudinal trajectories of traditional cardiometabolic risk factors with abdominal and ectopic adipose tissue depots measured by magnetic resonance imaging (MRI). We measured total abdominal, visceral, and subcutaneous adipose tissue in liter and intrahepatic, intrapancreatic and renal sinus fat as fat fractions by MRI in 325 individuals free of cardiovascular disease at Exam 3 of a population-based cohort. We related these MRI measurements at Exam 3 to longitudinal risk profile trajectory clusters, based on risk factor measurements from Exam 3, Exam 2 (seven years prior to MRI) and Exam 1 (14 years prior to MRI). Based on the levels and longitudinal trajectories of several risk factors (blood pressure, lipid profile, anthropometric measurements, HbA1c), we identified three different trajectory clusters. These clusters displayed a graded association with all adipose tissue traits after adjustment for potential confounders (e.g. visceral adipose tissue: βClusterII = 1.30 l, 95%-CI:[0.84 l;1.75 l], βClusterIII = 3.32 l[2.74 l;3.90 l]; intrahepatic: EstimateClusterII = 1.54[1.27,1.86], EstimateClusterIII = 2.48[1.93,3.16]. Associations remained statistically significant after additional adjustment for the risk factor levels at Exam 1 or Exam 3, respectively. Trajectory clusters provided additional information in explaining variation in the different fat compartments beyond risk factor profiles obtained at individual exams. In conclusion, sustained high risk factor levels and unfavorable trajectories are associated with high levels of adipose tissue; however, the association with cardiometabolic risk factors varies substantially between different ectopic adipose tissues. Trajectory clusters, covering longitudinal risk profiles, provide additional information beyond single-point risk profiles. This emphasizes the need to incorporate longitudinal information in cardiometabolic risk estimation.
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9
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Trout AT, Hunte DE, Mouzaki M, Xanthakos SA, Su W, Zhang B, Dillman JR. Relationship between abdominal fat stores and liver fat, pancreatic fat, and metabolic comorbidities in a pediatric population with non-alcoholic fatty liver disease. Abdom Radiol (NY) 2019; 44:3107-3114. [PMID: 31312893 DOI: 10.1007/s00261-019-02123-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
PURPOSE To define the relationship between compartmental abdominal fat stores, liver and pancreatic fat fractions, and type 2 diabetes mellitus (T2DM) in children with non-alcoholic fatty liver disease (NAFLD). METHODS This was a retrospective study of patients with NAFLD who underwent abdominal MRI between August 2015 and July 2017. Using an axial multi-echo Dixon-based sequence, liver fat fraction (LFF) and pancreatic fat fraction (PFF) were measured. The fat image was used to quantify abdominal fat depots (thickness, cross-sectional area) at the L2 vertebral level. Multivariable models with stepwise selection were created for prediction of LFF, PFF, and T2DM status based upon variables of clinical interest. RESULTS 86 patients (70% male, 25% Hispanic, 58% Caucasian, 11% African American) with a mean age of 14.2 ± 3.2 years were included. 19 (22%) patients were pre-diabetic or diabetic. Only ethnicity was a predictor of LFF (P = 0.0023) with Hispanic ethnicity associated with the highest LFF. Depending on the model, either total abdominal fat area (P = 0.0003) or patient weight (P = 0.008) were the only predictors of PFF. No patient variable predicted T2DM status. CONCLUSIONS In our population, there was an association between ethnicity and LFF, with the highest LFF in Hispanics. The presence or severity of hepatic steatosis could not be predicted based on patient size or the distribution of abdominal fat in our cohort. Neither LFF nor PFF were predictive of T2DM.
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Affiliation(s)
- Andrew T Trout
- Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, MLC 5031, Cincinnati, OH, 45229, USA.
- Department of Radiology, University of Cincinnati Medical Center, Cincinnati, USA.
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, USA.
| | - David E Hunte
- Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, MLC 5031, Cincinnati, OH, 45229, USA
| | - Marialena Mouzaki
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, USA
- Division of Gastroenterology, Hepatology and Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, USA
| | - Stavra A Xanthakos
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, USA
- Division of Gastroenterology, Hepatology and Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, USA
| | - Weizhe Su
- Department of Mathematical Sciences, University of Cincinnati, Cincinnati, USA
| | - Bin Zhang
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, USA
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, USA
| | - Jonathan R Dillman
- Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, MLC 5031, Cincinnati, OH, 45229, USA
- Department of Radiology, University of Cincinnati Medical Center, Cincinnati, USA
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10
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Immune-Deficient Pfp/Rag2 -/- Mice Featured Higher Adipose Tissue Mass and Liver Lipid Accumulation with Growing Age than Wildtype C57BL/6N Mice. Cells 2019; 8:cells8080775. [PMID: 31349725 PMCID: PMC6721582 DOI: 10.3390/cells8080775] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2019] [Revised: 07/13/2019] [Accepted: 07/22/2019] [Indexed: 02/08/2023] Open
Abstract
Aging is a risk factor for adipose tissue dysfunction, which is associated with inflammatory innate immune mechanisms. Since the adipose tissue/liver axis contributes to hepatosteatosis, we sought to determine age-related adipose tissue dysfunction in the context of the activation of the innate immune system fostering fatty liver phenotypes. Using wildtype and immune-deficient mice, we compared visceral adipose tissue and liver mass as well as hepatic lipid storage in young (ca. 14 weeks) and adult (ca. 30 weeks) mice. Adipocyte size was determined as an indicator of adipocyte function and liver steatosis was quantified by hepatic lipid content. Further, lipid storage was investigated under normal and steatosis-inducing culture conditions in isolated hepatocytes. The physiological age-related increase in body weight was associated with a disproportionate increase in adipose tissue mass in immune-deficient mice, which coincided with higher triglyceride storage in the liver. Lipid storage was similar in isolated hepatocytes from wildtype and immune-deficient mice under normal culture conditions but was significantly higher in immune-deficient than in wildtype hepatocytes under steatosis-inducing culture conditions. Immune-deficient mice also displayed increased inflammatory, adipogenic, and lipogenic markers in serum and adipose tissue. Thus, the age-related increase in body weight coincided with an increase in adipose tissue mass and hepatic steatosis. In association with a (pro-)inflammatory milieu, aging thus promotes hepatosteatosis, especially in immune-deficient mice.
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11
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Arisqueta L, Navarro-Imaz H, Labiano I, Rueda Y, Fresnedo O. High-fat diet overfeeding promotes nondetrimental liver steatosis in female mice. Am J Physiol Gastrointest Liver Physiol 2018; 315:G772-G780. [PMID: 30095299 DOI: 10.1152/ajpgi.00022.2018] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
High-fat diet (HFD) feeding or leptin-deficient mice are extensively used as models resembling features of human nonalcoholic fatty liver disease (NAFLD). The concurrence of experimental factors as fat content and source or total caloric intake leads to prominent differences in the development of the hepatic steatosis and related disturbances. In this work, we characterized the hepatic lipid accumulation induced by HFD in wild-type (WT) and ob/ ob mice with the purpose of differentiating adaptations to HFD from those specific of increased overfeeding due to leptin deficiency-associated hyperphagia. Given that most published works have been done in male models, we used female mice with the aim of increasing the body of evidence regarding NAFLD in female subjects. HFD promoted liver lipid accumulation only in the hyperphagic strain. Nevertheless, a decrease of lipid droplet-associated cholesteryl ester (CE) in both WT and obese animals was observed. These changes were accompanied by an improvement in the profile of lipoproteins that transport cholesterol and liver function markers in plasma from ob/ ob mice and a lower hepatic index. Using primary hepatocytes from female mice, overaccumulation of CE induced by 0.4 mM oleic acid reversed in the presence of a specific Takeda G protein-coupled bile acid receptor agonist. Nevertheless, hepatocytes from male mice were not responsive. This study suggests that enterohepatic circulation of bile acids might be one of the factors that can affect sex dimorphism in NAFLD development, which underlines the importance of including female models in the NAFLD research field. NEW & NOTEWORTHY This work provides new insight into the use of high-fat diet as a model to induce nonalcoholic fatty liver disease in wild-type and ob/ ob female mice. We show that high-fat diet induces steatosis only in ob/ ob mice while, surprisingly, several health indicators improve. Noteworthy, experiments with primary hepatocytes from male and female mice show that they express Takeda G protein-coupled bile acid receptor and that it and bile acid enterohepatic circulation might be accountable for sex dimorphism in nonalcoholic fatty liver disease development.
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Affiliation(s)
- Lino Arisqueta
- Facultad de Ciencias Naturales y Ambientales, Universidad Internacional SEK , Quito , Ecuador
| | - Hiart Navarro-Imaz
- Lipids and Liver Research Group, Department of Physiology, Faculty of Medicine and Nursing, University of the Basque Country UPV/EHU, Leioa, Spain
| | - Ibone Labiano
- Department of Liver and Gastrointestinal Diseases, Health Research Institute, Biodonostia, Spain
| | - Yuri Rueda
- Lipids and Liver Research Group, Department of Physiology, Faculty of Medicine and Nursing, University of the Basque Country UPV/EHU, Leioa, Spain
| | - Olatz Fresnedo
- Lipids and Liver Research Group, Department of Physiology, Faculty of Medicine and Nursing, University of the Basque Country UPV/EHU, Leioa, Spain
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12
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Tang L, Yuan B, Zhang F, Cao H, Yan Z, Li J, John J, Tong N. Visceral fat is associated with elevation of serum alanine aminotransferase and gamma glutamyltransferase in middle-aged Chinese adults. Postgrad Med J 2018; 94:641-646. [PMID: 30523069 DOI: 10.1136/postgradmedj-2018-135644] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Revised: 09/17/2018] [Accepted: 11/17/2018] [Indexed: 02/07/2023]
Abstract
BACKGROUND : Elevation of hepatic enzymes is associated with insulin resistance, dyslipidaemia and obesity. However, the factors behind elevation of liver enzymes remain unclear. The aim of this study was to compare the role of abdominal visceral adipose tissue (VAT) and subcutaneous adipose tissue (SAT) in relation with serum alanine aminotransferase (ALT) and gamma glutamyltransferase (GGT) in middle-aged Chinese adults. METHODS : We performed a cross-sectional study on 959 adults aged 40-65 without hepatitis. VAT and SAT were measured at the level of L4-L5 by MRI. Pearson correlation and linear regression were performed to assess the association of VAT/SAT with serum ALT and GGT. Logistic regression was used to evaluate the association of VAT and SAT with high ALT (≥40 U/L) and high GGT (≥35 U/L). RESULTS: VAT had higher correlation coefficient r with ALT and GGT than SAT. VAT, but not SAT, was associated with ALT (males: β=0.15, p=0.01; females: β=0.17, p=0.02) and GGT (males: β=0.39, p<0.0001) in linear regression. VAT remained to be associated with GGT in males (β=0.33, p=0.0001) when was further adjusted. Logistic regression showed that VAT was associated with elevated GGT (OR=2.218, p=0.043) in males but not in females and no such association was observed for SAT. CONCLUSIONS: Increased VAT, but not SAT, was associated with elevation of hepatic enzymes including ALT and GGT. Moreover, VAT was associated with elevated GGT independent of insulin resistance and subcutaneous fat in males.
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Affiliation(s)
- Lizhi Tang
- Division of Endocrinology and Metabolism, West China Hospital of Sichuan University, Chengdu, China
| | - Bo Yuan
- Department of General Practice, West China Hospital of Sichuan University, Chengdu, China
| | - Fang Zhang
- Division of Endocrinology and Metabolism, West China Hospital of Sichuan University, Chengdu, China
| | - Hongyi Cao
- Division of Endocrinology and Metabolism, Chengdu Fifth People's Hospital, Chengdu, China
| | - Zhe Yan
- Division of Endocrinology and Metabolism, West China Hospital of Sichuan University, Chengdu, China
| | - Jing Li
- Division of Endocrinology and Metabolism, West China Hospital of Sichuan University, Chengdu, China
| | - Jobin John
- Division of Endocrinology and Metabolism, West China Hospital of Sichuan University, Chengdu, China
| | - Nanwei Tong
- Division of Endocrinology and Metabolism, West China Hospital of Sichuan University, Chengdu, China
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Sakai NS, Taylor SA, Chouhan MD. Obesity, metabolic disease and the pancreas-Quantitative imaging of pancreatic fat. Br J Radiol 2018; 91:20180267. [PMID: 29869917 DOI: 10.1259/bjr.20180267] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
The association between pancreatic fat, obesity and metabolic disease is well-documented, and although a potentially exciting target for novel therapies, remains poorly understood. Non-invasive quantitative imaging-derived biomarkers can provide insights into pathophysiology and potentially provide robust trial endpoints for development of new treatments. In this review, we provide an overview of the pathophysiology of non-alcoholic fatty pancreas disease and associations with metabolic factors, obesity and diabetes. We then explore approaches to pancreatic fat quantification using ultrasound, CT and MRI, reviewing the strengths, limitations and current published evidence in the assessment of pancreatic fat. Finally, we explore the broader challenges of pancreatic fat quantification as we move toward translating these methods into the clinical setting.
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Affiliation(s)
- Naomi S Sakai
- 1 UCL Centre for Medical Imaging, Division of Medicine, University College London , London , UK
| | - Stuart A Taylor
- 1 UCL Centre for Medical Imaging, Division of Medicine, University College London , London , UK
| | - Manil D Chouhan
- 1 UCL Centre for Medical Imaging, Division of Medicine, University College London , London , UK
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