1
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Cooreman MP, Butler J, Giugliano RP, Zannad F, Dzen L, Huot-Marchand P, Baudin M, Beard DR, Junien JL, Broqua P, Abdelmalek MF, Francque SM. The pan-PPAR agonist lanifibranor improves cardiometabolic health in patients with metabolic dysfunction-associated steatohepatitis. Nat Commun 2024; 15:3962. [PMID: 38730247 PMCID: PMC11087475 DOI: 10.1038/s41467-024-47919-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Accepted: 04/16/2024] [Indexed: 05/12/2024] Open
Abstract
Lanifibranor, a pan-PPAR agonist, improves liver histology in patients with metabolic dysfunction-associated steatohepatitis (MASH), who have poor cardiometabolic health (CMH) and cardiovascular events as major mortality cause. NATIVE trial secondary and exploratory outcomes (ClinicalTrials.gov NCT03008070) were analyzed for the effect of lanifibranor on IR, lipid and glucose metabolism, systemic inflammation, blood pressure (BP), hepatic steatosis (imaging and histological grading) for all patients of the original analysis. With lanifibranor, triglycerides, HDL-C, apolipoproteins, insulin, HOMA-IR, HbA1c, fasting glucose (FG), hs-CRP, ferritin, diastolic BP and steatosis improved significantly, independent of diabetes status: most patients with prediabetes returned to normal FG levels. Significant adiponectin increases correlated with hepatic and CMH marker improvement; patients had an average weight gain of 2.5 kg, with 49% gaining ≥2.5% weight. Therapeutic benefits were similar regardless of weight change. Here, we show that effects of lanifibranor on liver histology in MASH are accompanied with CMH improvement, indicative of potential cardiovascular clinical benefits.
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Affiliation(s)
- Michael P Cooreman
- Research and Development, Inventiva, New York, NY, USA.
- Research and Development, Inventiva, Daix, France.
| | - Javed Butler
- Baylor Scott and White Research Institute, Dallas, TX, USA
| | - Robert P Giugliano
- Brigham and Women's Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Faiez Zannad
- Centre d'Investigations Cliniques Plurithématique 1433, Université de Lorraine, Nancy, France
| | - Lucile Dzen
- Research and Development, Inventiva, New York, NY, USA
- Research and Development, Inventiva, Daix, France
| | - Philippe Huot-Marchand
- Research and Development, Inventiva, New York, NY, USA
- Research and Development, Inventiva, Daix, France
| | - Martine Baudin
- Research and Development, Inventiva, New York, NY, USA
- Research and Development, Inventiva, Daix, France
| | | | - Jean-Louis Junien
- Research and Development, Inventiva, New York, NY, USA
- Research and Development, Inventiva, Daix, France
| | - Pierre Broqua
- Research and Development, Inventiva, New York, NY, USA
- Research and Development, Inventiva, Daix, France
| | - Manal F Abdelmalek
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Sven M Francque
- Department of Gastroenterology and Hepatology, Antwerp University Hospital and University of Antwerp, Antwerp, Belgium
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2
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Rodriguez J, Liang D, Tchen R, Yang I. Saliva and Exhaled Breath Condensate Correlate With Serum in 4-12-Year-Olds Exposed to Secondhand Electronic Cigarette Vapors: A Pilot Study. Biol Res Nurs 2023; 25:417-425. [PMID: 36637872 PMCID: PMC10404906 DOI: 10.1177/10998004221149959] [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] [Indexed: 01/14/2023]
Abstract
Electronic cigarette use is highest among adults of child-bearing age. Many parents that use electronic cigarettes believe that secondhand exposure of electronic cigarette vapors for their children is not dangerous and is less harmful than secondhand exposure to traditional cigarette smoke. These beliefs may prompt excessive secondhand exposure to electronic cigarette vapors for their children. Little research has been done to document exposure in children. The traditional biological method of exposure detection is through a blood draw, which is difficult and undesirable in children. The purpose of this study was to assess the feasibility of using saliva and exhaled breath condensate as non-invasive biomatrices for detecting secondhand electronic cigarette vapor exposure in children. In this cross-sectionally designed study, we recruited 22 children exposed to electronic cigarette vapors and 26 non-exposed between the ages of 4-12 years. We compared metabolic features across three biomatrices, blood, saliva, and exhaled breath condensate. We noted moderate to strong pairwise, sample-specific, and feature-specific adjusted correlations. Annotated features associated with direct and secondhand electronic cigarette exposure were noted. These results demonstrate that less invasive biomatrices may be used to detect features associated with secondhand electronic cigarette vapor exposure in children.
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Affiliation(s)
| | - Donghai Liang
- Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Rachel Tchen
- Oak Ridge Institute for Science and Education and Agency for Toxic Substances and Disease Registry, Oak Ridge, TN, USA
| | - Irene Yang
- School of Nursing, Emory University, Atlanta, GA, USA
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3
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Tang R, Abeysekera KWM, Howe LD, Hughes AD, Fraser A. Non-alcoholic fatty liver and fibrosis is associated with cardiovascular structure and function in young adults. Hepatol Commun 2023; 7:e0087. [PMID: 36995992 PMCID: PMC10069841 DOI: 10.1097/hc9.0000000000000087] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 01/24/2023] [Indexed: 03/31/2023] Open
Abstract
BACKGROUND Non-alcoholic fatty liver disease shares many risk factors with other metabolic disorders. We sought to establish whether non-alcoholic fatty liver disease may be associated with cardiovascular health independently of other known risk factors. METHODS In this prospective, population-based cohort of young adults, controlled attenuation parameter-defined liver steatosis, transient elastography-defined liver fibrosis, echocardiography, carotid ultrasonography, and pulse wave analysis were assessed at age 24 years. We examined associations between liver and cardiovascular measures, with and without accounting for demographics, body mass index, alcohol, smoking, blood pressure, lipidemia, glycemia, and inflammation. RESULTS We included 2047 participants (mean age 24.4 y; 36.2% female): 212 (10.4%) had steatosis, whereas 38 (1.9%) had fibrosis. Steatosis was associated with cardiovascular measures after adjusting for demographics, but with more comprehensive adjustment, steatosis only remained associated with stroke index [β (95% CI) of -1.85 (-3.29, -0.41) mL/m2] and heart rate [2.17 (0.58, 3.75) beats/min]. Fibrosis was associated with several measures of cardiovascular structure and function after full adjustment for risk factors, including left ventricular mass index [2.46 (0.56, 4.37) g/m2.7], E/A ratio [0.32 (0.13, 0.50)], tricuspid annular plane systolic excursion [0.14 (0.01, 0.26) cm], carotid intima-media thickness [0.024 (0.008, 0.040) mm], pulse wave velocity [0.40 (0.06, 0.75) m/s], cardiac index [-0.23 (-0.41, -0.06) L/min⋅m2], and heart rate [-7.23 (-10.16, -4.29) beats/min]. CONCLUSIONS Steatosis was not associated with measures of cardiovascular structure and function nor with subclinical atherosclerosis after adjusting for known cardiovascular risk factors. Fibrosis, however, was associated with several cardiovascular measures, including indicators of subclinical atherosclerosis, even after full adjustment. Further follow-up will help determine whether cardiovascular health worsens later with steatosis alone.
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Affiliation(s)
- Rosalind Tang
- Guy’s & St Thomas’ NHS Foundation Trust, London, UK
- Bristol Medical School, Faculty of Health Sciences, University of Bristol, Bristol, UK
- Keenan Research Centre for Biomedical Science, St Michael’s Hospital, Toronto, Ontario, Canada
| | - Kushala W. M. Abeysekera
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- Department of Liver Medicine, University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK
| | - Laura D. Howe
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK
| | - Alun D. Hughes
- Population Science & Experimental Medicine, Institute of Cardiovascular Science, University College, London, London, UK
| | - Abigail Fraser
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK
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4
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Fibrosis-4 Index Is Closely Associated with Arterial Damage and Future Risk of Coronary Heart Disease in Type 2 Diabetes. Int J Hypertens 2022; 2022:2760027. [PMID: 36225815 PMCID: PMC9550504 DOI: 10.1155/2022/2760027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 03/19/2022] [Accepted: 06/13/2022] [Indexed: 11/17/2022] Open
Abstract
This study evaluated the association between fibrosis-4 (FIB 4) index and arterial damage or future risk of coronary heart disease (CHD) in type 2 diabetes. The study subjects were 253 patients with type 2 diabetes. The FIB4 index, as a marker of hepatic fibrosis based on age, aspartate aminotransferase and alanine aminotransferase levels, and platelet count, was calculated for all subjects. Carotid intima-media thickness (IMT), carotid artery calcification (CAC), and aortic arch calcification (AAC) grade (0–2) were assessed as atherosclerotic variables. The Suita score was calculated as the future risk of coronary heart disease (CHD). We assessed whether the FIB4 index was associated with both atherosclerotic variables and the Suita score. FIB4 index was significantly associated with IMT (r = 0.241,
) and Suita score (r = 0.291,
). Subjects with CAC showed a significantly higher FIB4 index score compared to subjects without (1.70 ± 0.74 and 1.24 ± 0.69, respectively,
), whereas the FIB4 index was significantly elevated with a higher grade of AAC (1.24 ± 0.74, 1.56 ± 0.66, and 1.79 ± 0.71, respectively,
). Linear regression analysis adjusted for clinical characteristics indicated that the FIB4 index was positively associated with IMT, Suita score, CAC, and AAC grade (β = 0.241,
; β = 2.994,
; β = 0.139,
; and β = 0.265,
, respectively). FIB4 index is closely associated with arterial damage and future risk of CHD in type 2 diabetes.
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5
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Chung GE, Cho EJ, Yoo JJ, Chang Y, Cho Y, Park SH, Han K, Jeong SM, Yoon KW, Shin DW, Yu SJ, Kim YJ, Yoon JH. Young adults with nonalcoholic fatty liver disease, defined using the fatty liver index, can be at increased risk of myocardial infarction or stroke. Diabetes Obes Metab 2022; 24:465-472. [PMID: 34726318 DOI: 10.1111/dom.14597] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 10/15/2021] [Accepted: 10/31/2021] [Indexed: 11/29/2022]
Abstract
AIM To investigate the relationship between nonalcoholic fatty liver disease (NAFLD) and cardiovascular events among a nationally representative sample of young adults in Korea. METHODS AND RESULTS This population-based cohort study from the Korean National Health Insurance Service included adults who were aged 20 to 39 years when they underwent a health examination between 2009 and 2012. NAFLD was defined as a fatty liver index (FLI) ≥60, and participants were divided into three groups according to FLI (<30, 30-59 and ≥60) to investigate the dose-dependent effect of FLI score. Among 5 324 410 participants, 9.8% had an FLI ≥60. There were 13 051 myocardial infarctions (MIs; 0.39%) and 8573 strokes (0.26%) during a median follow-up of 8.4 years. In multivariable analysis, NAFLD was associated with a higher risk of MI and stroke (hazard ratio [HR] 1.69, 95% confidence interval [CI] 1.61-1.77 and HR 1.73, 95% CI 1.63-1.84, respectively). MI and stroke had dose-dependent relationships with FLI (HR 1.28 in participants with FLI 30-59 and 1.73 in those with FLI ≥60 for MI and HR 1.18 in participants with FLI 30-59 and 1.41 in those with FLI ≥60 for stroke, respectively). CONCLUSIONS Nonalcholic fatty liver disease was an independent predictor of MI and stroke in young adults. These results suggest that primary prevention of cardiovascular disease should be emphasized in young adults with NAFLD.
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Affiliation(s)
- Goh Eun Chung
- Department of Internal Medicine and Healthcare Research Institute, Seoul National University Hospital Healthcare System Gangnam Centre, Seoul, Republic of Korea
| | - Eun Ju Cho
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jeong-Ju Yoo
- Department of Gastroenterology and Hepatology, Soonchunhyang University Bucheon Hospital, Gyeonggi-do, Republic of Korea
| | - Young Chang
- Department of Gastroenterology and Hepatology, Soonchunhyang University Seoul Hospital, Seoul, Republic of Korea
| | - Yuri Cho
- Centre for Liver and Pancreatobiliary Cancer, National Cancer Centre, Goyang, Republic of Korea
| | - Sang-Hyun Park
- Department of Biostatistics, College of Medicine, Soongsil University, Seoul, Republic of Korea
| | - Kyungdo Han
- Department of Biostatistics, College of Medicine, Soongsil University, Seoul, Republic of Korea
| | - Su-Min Jeong
- Department of Family Medicine/Supportive Care Centre, Samsung Medical Centre, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Kyoung Wan Yoon
- Department of Biotechnology, Hoseo University, Asan, Republic of Korea
| | - Dong Wook Shin
- Department of Family Medicine/Supportive Care Centre, Samsung Medical Centre, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
- Department of Clinical Research Design and Evaluation/Department of Digital Health, Samsung Advanced Institute for Health Science, Seoul, Republic of Korea
| | - Su Jong Yu
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Yoon Jun Kim
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jung-Hwan Yoon
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
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6
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Vadarlis A, Chantavaridou S, Kalopitas G, Bakaloudi DR, Karanika E, Tsekitsidi E, Chourdakis M. Τhe anthropometric and biochemical profile of pediatric non-alcoholic fatty liver disease: A systematic review and a meta-analysis. Clin Nutr 2021; 41:105-121. [PMID: 34872045 DOI: 10.1016/j.clnu.2021.11.016] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2021] [Revised: 11/03/2021] [Accepted: 11/18/2021] [Indexed: 12/20/2022]
Abstract
BACKGROUND & AIMS Non-alcoholic fatty liver disease (NAFLD) is the most common liver disease in children and one of the leading indications for liver transplantation in adults. However, current screening methods are inadequate and are accompanied by several disadvantages. This meta-analysis aims to identify the anthropometrical and biochemical characteristics most commonly appearing in pediatric NAFLD that could contribute to the diagnosis of the disease in the every-day clinical setting. METHODS A systematic search was conducted in major electronic databases (MEDLINE, Scopus and Embase) up to 15th of August 2021. Primary outcome was the comparison of the anthropometric characteristics, whereas secondary outcomes were the comparisons of biochemical profile, lipid profile, and metabolic parameters in children with NAFLD compared with age-matched healthy controls. Quality assessment was performed with Newcastle-Ottawa Scale (NOS) and results were expressed as mean differences with 95% confidence intervals. RESULTS Sixty-four studies were included. Two different comparisons were designed regarding the body mass status. Statistically significant differences were demonstrated by comparing children with NAFLD vs lean/normal weighted controls in body weight (23.0 kg, 95% CI: 14.0-31.8, P < 0.00001), height (3.07 cm, 95% CI: 0.21-5.94, P = 0.04), ΒΜΙ (10 kg/m2, 95% CI: 8.36-11.7, P < 0.00001) and waist circumference 25.8 cm (95% CI: 20.6-30.9, P < 0.00001) and by comparing children with NAFLD vs overweight/obese controls in weight (6.81 kg, 95% CI: 3.81-9.81), height (3.18 cm, 95% CI: 1.24 to 5.13, P = 0.001), BMI (2.19 kg/m2, 95% CI: 1.76-2.62, P < 0.00001) and WC (7.35 cm, 95% CI: 6.20-8.49, P < 0.00001). CONCLUSIONS Anthropometrical and biochemical characteristics of children and adolescents with NAFLD are statistically significantly different compared to age-matched controls; these characteristics could be used to identify individuals at risk of developing NAFLD and related comorbidities.
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Affiliation(s)
- Andreas Vadarlis
- Laboratory of Hygiene, Social & Preventive Medicine and Medical Statistics, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Greece; Department of Gastroenterology and Hepatology, General Hospital of Thessaloniki "G. Papanikolaou", Greece
| | - Sofia Chantavaridou
- Laboratory of Hygiene, Social & Preventive Medicine and Medical Statistics, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Greece; 4(th) Department of Pediatrics, General Hospital of Thessaloniki, "Papageorgiou", Greece
| | - Georgios Kalopitas
- Laboratory of Hygiene, Social & Preventive Medicine and Medical Statistics, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Greece; Division of Gastroenterology and Hepatology, 1(st) Department of Internal Medicine, AHEPA University Hospital, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Greece
| | - Dimitra Rafailia Bakaloudi
- Laboratory of Hygiene, Social & Preventive Medicine and Medical Statistics, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Greece
| | - Evangelia Karanika
- Laboratory of Hygiene, Social & Preventive Medicine and Medical Statistics, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Greece
| | - Eirini Tsekitsidi
- Laboratory of Hygiene, Social & Preventive Medicine and Medical Statistics, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Greece
| | - Michail Chourdakis
- Laboratory of Hygiene, Social & Preventive Medicine and Medical Statistics, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Greece.
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7
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Cohen CC, Perng W, Sundaram SS, Scherzinger A, Shankar K, Dabelea D. Hepatic Fat in Early Childhood Is Independently Associated With Estimated Insulin Resistance: The Healthy Start Study. J Clin Endocrinol Metab 2021; 106:3140-3150. [PMID: 34289064 PMCID: PMC8530740 DOI: 10.1210/clinem/dgab541] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Indexed: 12/30/2022]
Abstract
BACKGROUND Fatty liver disease is a common metabolic abnormality in adolescents with obesity but remains understudied in early childhood. OBJECTIVES To describe hepatic fat deposition in prepubertal children and examine cross-sectional associations with metabolic markers and body composition. METHODS Data were from 286 children ages 4 to 8 years old in the Healthy Start Study, a longitudinal prebirth cohort in Colorado (USA). Assessments included magnetic resonance imaging to quantify hepatic and abdominal fats, fasting blood draws to measure metabolic markers, and air displacement plethysmography to measure body composition (fat mass and fat-free mass). RESULTS The median (interquartile range) for hepatic fat was 1.65% (1.24%, 2.11%). Log-transformed hepatic fat was higher in Hispanic [mean (95% CI): 0.63 (0.52, 0.74)] vs non-Hispanic white children [0.46 (0.38, 0.53), P = 0.01] and children with overweight/obesity [0.64 (0.49, 0.79)] vs normal-weight [0.47 (0.40, 0.53), P = 0.02]. Higher log-hepatic fat was associated with higher insulin [β (95% CI): 1.47 (0.61, 2.33) uIU/mL, P = 0.001] and estimated insulin resistance (homeostatic model assessment) [0.40 (0.20, 0.60), P < 0.001] in the full sample and glucose [5.53 (2.84, 8.21) mg/dL, P < 0.001] and triglycerides [10.92 (2.92,18.91) mg/dL, P = 0.008] in boys, in linear regression models adjusted for sociodemographics, maternal/perinatal confounders, and percentage body fat. Log-hepatic fat was also associated with abdominal subcutaneous adipose tissue [SAT; 7.37 (1.12,13.60) mm2, P = 0.02] in unadjusted models, but this was attenuated and insignificant after adjusting for confounders. CONCLUSIONS While hepatic fat was low in children 4 to 8 years old, it was independently associated with estimated insulin resistance and exhibited sex-specific associations with glucose and triglycerides, suggesting hepatic fat may be an early indicator of metabolic dysfunction in youth.
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Affiliation(s)
- Catherine C Cohen
- Department of Pediatrics, University of Colorado School of Medicine, University of Colorado Denver Anschutz Medical Campus, Aurora, CO, USA
- Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, Colorado School of Public Health, University of Colorado Denver Anschutz Medical Campus, Aurora, CO, USA
| | - Wei Perng
- Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, Colorado School of Public Health, University of Colorado Denver Anschutz Medical Campus, Aurora, CO, USA
- Department of Epidemiology, Colorado School of Public Health, University of Colorado Denver Anschutz Medical Campus, Aurora, CO, USA
- Department of Nutritional Sciences, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Shikha S Sundaram
- Department of Pediatrics, University of Colorado School of Medicine, University of Colorado Denver Anschutz Medical Campus, Aurora, CO, USA
| | - Ann Scherzinger
- Department of Radiology, University of Colorado, School of Medicine, University of Colorado Denver Anschutz Medical Campus, Aurora, CO, USA
| | - Kartik Shankar
- Department of Pediatrics, University of Colorado School of Medicine, University of Colorado Denver Anschutz Medical Campus, Aurora, CO, USA
- Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, Colorado School of Public Health, University of Colorado Denver Anschutz Medical Campus, Aurora, CO, USA
| | - Dana Dabelea
- Department of Pediatrics, University of Colorado School of Medicine, University of Colorado Denver Anschutz Medical Campus, Aurora, CO, USA
- Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, Colorado School of Public Health, University of Colorado Denver Anschutz Medical Campus, Aurora, CO, USA
- Department of Epidemiology, Colorado School of Public Health, University of Colorado Denver Anschutz Medical Campus, Aurora, CO, USA
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8
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Non-alcoholic fatty liver disease: a metabolic burden promoting atherosclerosis. Clin Sci (Lond) 2021; 134:1775-1799. [PMID: 32677680 DOI: 10.1042/cs20200446] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 06/06/2020] [Accepted: 06/29/2020] [Indexed: 02/07/2023]
Abstract
Non-alcoholic fatty liver disease (NAFLD) has become the fastest growing chronic liver disease, with a prevalence of up to 25% worldwide. Individuals with NAFLD have a high risk of disease progression to cirrhosis, hepatocellular carcinoma (HCC), and liver failure. With the exception of intrahepatic burden, cardiovascular disease (CVD) and especially atherosclerosis (AS) are common complications of NAFLD. Furthermore, CVD is a major cause of death in NAFLD patients. Additionally, AS is a metabolic disorder highly associated with NAFLD, and individual NAFLD pathologies can greatly increase the risk of AS. It is increasingly clear that AS-associated endothelial cell damage, inflammatory cell activation, and smooth muscle cell proliferation are extensively impacted by NAFLD-induced systematic dyslipidemia, inflammation, oxidative stress, the production of hepatokines, and coagulations. In clinical trials, drug candidates for NAFLD management have displayed promising effects for the treatment of AS. In this review, we summarize the key molecular events and cellular factors contributing to the metabolic burden induced by NAFLD on AS, and discuss therapeutic strategies for the improvement of AS in individuals with NAFLD.
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9
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Castillo‐Leon E, Cioffi CE, Vos MB. Perspectives on youth-onset nonalcoholic fatty liver disease. Endocrinol Diabetes Metab 2020; 3:e00184. [PMID: 33102800 PMCID: PMC7576279 DOI: 10.1002/edm2.184] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 07/07/2020] [Accepted: 07/11/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND The prevalence and incidence of youth-onset nonalcoholic fatty liver disease (NAFLD) far exceeds other paediatric chronic liver diseases and represents a considerable public health issue globally. METHODS Here, we performed a narrative review of current knowledge regarding the epidemiology of paediatric NAFLD, selected concepts in pathogenesis, comorbidities, diagnosis, and management, and issues related to the transition to adulthood. RESULTS Paediatric NAFLD has become increasingly more prevalent, especially in certain subgroups, such as children with obesity and certain races/ethnicities. The pathophysiology of paediatric NAFLD is complex and multifactorial, driven by an interaction of environmental and genetic factors. Once developed, NAFLD in childhood is associated with type 2 diabetes, hypertension, increased cardiovascular disease risk, and end-stage liver disease. This predicts an increased burden of morbidity and mortality in adolescents and young adults. Early screening and diagnosis are therefore crucial, and the development of noninvasive biomarkers remains an active area of investigation. Currently, treatment strategies are focused on lifestyle changes, but there is also research interest in pharmacological and surgical options. In the transition from paediatric to adult care, there are several potential challenges/barriers to treatment and research is needed to understand how best to support patients during this time. CONCLUSIONS Our understanding of the epidemiology and pathophysiology of paediatric NAFLD has increased considerably over recent decades, but several critical knowledge gaps remain and must be addressed in order to better mitigate the short-term and long-term risks of youth-onset NAFLD.
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Affiliation(s)
| | - Catherine E. Cioffi
- Department of PediatricsEmory University School of MedicineAtlantaGAUSA
- Nutrition & Health Sciences Doctoral ProgramLaney Graduate SchoolEmory UniversityAtlantaGAUSA
| | - Miriam B. Vos
- Department of PediatricsEmory University School of MedicineAtlantaGAUSA
- Children's Healthcare of AtlantaAtlantaGAUSA
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10
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Perng W, Francis EC, Smith HA, Carey J, Wang D, Kechris KM, Dabelea D. Sex-Specific Metabolite Biomarkers of NAFLD in Youth: A Prospective Study in the EPOCH Cohort. J Clin Endocrinol Metab 2020; 105:dgaa467. [PMID: 32687159 PMCID: PMC7418446 DOI: 10.1210/clinem/dgaa467] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2020] [Accepted: 07/15/2020] [Indexed: 12/16/2022]
Abstract
CONTEXT Nonalcoholic fatty liver disease (NAFLD) is the leading cause of chronic liver disease in developed nations. There are currently no accurate biomarkers of NAFLD risk in youth. OBJECTIVE Identify sex-specific metabolomics biomarkers of NAFLD in a healthy cohort of youth. DESIGN/SETTING This prospective study included 395 participants of the EPOCH cohort in Colorado, who were recruited 2006-2009 ("T1 visit") and followed for 5 years ("T2 visit"). We entered 767 metabolites measured at T1 into a reduced rank regression model to identify the strongest determinants of hepatic fat fraction (HFF) at T2, separately for boys and girls. We compared the capacity of metabolites versus conventional risk factors (overweight/obesity, insulin, alanine transaminase, aspartate transaminase) to predict NAFLD (HFF ≥5%) and high HFF (fourth vs first quartile) using area under the receiver operating characteristic curve (AUC). RESULTS Prevalence of NAFLD was 7.9% (8.5% of boys, 7.1% of girls). Mean ± SD HFF was 2.5 ± 3.1%. We identified 13 metabolites in girls and 10 metabolites in boys. Metabolites were in lipid, amino acid, and carbohydrate metabolism pathways. At T1, the metabolites outperformed conventional risk factors in prediction of high HFF but not NAFLD. At T2, the metabolites were superior to conventional risk factors as predictors of high HFF (AUC for metabolites vs conventional risk factors for boys: 0.9565 vs 0.8851, P = 0.02; for girls: 0.9450 vs 0.8469, P = 0.02) with similar trends for NAFLD, although the differences were not significant. CONCLUSIONS The metabolite profiles identified herein are superior predictors of high HFF when assessed 5 years prior and concurrently in a general-risk setting.
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Affiliation(s)
- Wei Perng
- Lifcourse Epidemiology of Adiposity and Diabetes (LEAD) Center, University of Colorado Anschutz Medical Campus, Aurora Colorado
- Department of Epidemiology, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Colorado
| | - Ellen C Francis
- Lifcourse Epidemiology of Adiposity and Diabetes (LEAD) Center, University of Colorado Anschutz Medical Campus, Aurora Colorado
- Department of Epidemiology, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Colorado
| | - Harry A Smith
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - John Carey
- Lifcourse Epidemiology of Adiposity and Diabetes (LEAD) Center, University of Colorado Anschutz Medical Campus, Aurora Colorado
| | - Dongqing Wang
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Katerina M Kechris
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Dana Dabelea
- Lifcourse Epidemiology of Adiposity and Diabetes (LEAD) Center, University of Colorado Anschutz Medical Campus, Aurora Colorado
- Department of Epidemiology, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Colorado
- Department of Pediatrics, University of Colorado School of Medicine, Aurora Colorado
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11
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Castillo-Leon E, Connelly MA, Konomi JV, Caltharp S, Cleeton R, Vos MB. Increased atherogenic lipoprotein profile in children with non-alcoholic steatohepatitis. Pediatr Obes 2020; 15:e12648. [PMID: 32367624 DOI: 10.1111/ijpo.12648] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Revised: 01/22/2020] [Accepted: 04/14/2020] [Indexed: 12/17/2022]
Abstract
BACKGROUND Non-alcoholic fatty liver disease (NAFLD) has been shown to be an independent risk factor for cardiovascular disease. In adults, histologic severity of non-alcoholic steatohepatitis (NASH) is associated with a more atherogenic profile. OBJECTIVE To assess cardiovascular disease risk by lipoprotein profile in children with NAFLD and compare to histologic assessment of severity. METHODS Nuclear magnetic resonance lipoprotein profile including lipoprotein particle sizes, apolipoproteins and the lipoprotein insulin resistance (LP-IR) index was measured in serum samples collected from 76 children at the time of a clinically indicated liver biopsy for NAFLD. Liver histology was scored using the NASH Clinical Research Network criteria and grouped into NASH or non-NASH. RESULTS Children with NASH had higher apolipoprotein B to apolipoprotein AI, ApoB/ApoAI (0.56 [IQR, 0.45-0.70] vs 0.66 [IQR, 0.56-0.79], P = .02) and higher LP-IR index (61 ± 21.9 vs 68 ± 17.3, P = .05) compared to children with non-NASH. Severity of hepatocyte ballooning was associated with higher ApoB/ApoAI ratios (P = .01), while high-density lipoprotein size was inversely associated with hepatic fat accumulation (P = .04). CONCLUSION While dyslipidaemia is common among children with NAFLD, this data suggests severity of the histologic features is closely associated with severity of cardiometabolic risk. Further studies are needed to understand the role of treatment of NASH in children to prevent future cardiometabolic disease.
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Affiliation(s)
- Eduardo Castillo-Leon
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, Emory University, Atlanta, Georgia, USA
| | - Margery A Connelly
- Laboratory Corporation of America Holdings (LabCorp), Morrisville, North Carolina, USA
| | - Juna V Konomi
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, Emory University, Atlanta, Georgia, USA
| | - Shelley Caltharp
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, Georgia, USA.,Children's Healthcare of Atlanta, Atlanta, Georgia, USA
| | - Rebecca Cleeton
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, Emory University, Atlanta, Georgia, USA
| | - Miriam B Vos
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, Emory University, Atlanta, Georgia, USA.,Children's Healthcare of Atlanta, Atlanta, Georgia, USA.,Nutrition and Health Sciences Program, Laney Graduate School, Emory University, Atlanta, Georgia, USA
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12
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Usefulness of Different Imaging Modalities in Evaluation of Patients with Non-Alcoholic Fatty Liver Disease. Biomedicines 2020; 8:biomedicines8090298. [PMID: 32839409 PMCID: PMC7556032 DOI: 10.3390/biomedicines8090298] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 08/13/2020] [Accepted: 08/19/2020] [Indexed: 12/14/2022] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) and non-alcoholic steatohepatitis (NASH) are becoming some of the major health problems in well-developed countries, together with the increasing prevalence of obesity, metabolic syndrome, and all of their systemic complications. As the future prognoses are even more disturbing and point toward further increase in population affected with NAFLD/NASH, there is an urgent need for widely available and reliable diagnostic methods. Consensus on a non-invasive, accurate diagnostic modality for the use in ongoing clinical trials is also required, particularly considering a current lack of any registered drug for the treatment of NAFLD/NASH. The aim of this narrative review was to present current information on methods used to assess liver steatosis and fibrosis. There are several imaging modalities for the assessment of hepatic steatosis ranging from simple density analysis by computed tomography or conventional B-mode ultrasound to magnetic resonance spectroscopy (MRS), magnetic resonance imaging proton density fat fraction (MRI-PDFF) or controlled attenuation parameter (CAP). Fibrosis stage can be assessed by magnetic resonance elastography (MRE) or different ultrasound-based techniques: transient elastography (TE), shear-wave elastography (SWE) and acoustic radiation force impulse (ARFI). Although all of these methods have been validated against liver biopsy as the reference standard and provided good accuracy, the MRS and MRI-PDFF currently outperform other methods in terms of diagnosis of steatosis, and MRE in terms of evaluation of fibrosis.
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13
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Elosua-Bayés I, Beloqui Ruiz Ó. Association between non alcoholic fatty liver disease, metabolic and vascular risk. CLINICA E INVESTIGACION EN ARTERIOSCLEROSIS 2020; 32:200-205. [PMID: 32736892 DOI: 10.1016/j.arteri.2020.04.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2020] [Revised: 04/14/2020] [Accepted: 04/22/2020] [Indexed: 12/14/2022]
Abstract
BACKGROUND Hepatic steatosis is a public health problem with increased incidence and prevalence OBJECTIVE: To determine whether the liver steatosis, as measured by the Fatty Liver Index (FLI), is related to metabolic risk and vascular factors and, if so, to identify the clinical-metabolic factor that explains the higher vascular risk. METHODS Cross-sectional study including a sample of 531 men who came to the University of Navarra Clinic Check-up Unit. The degree of steatosis was determined by the FLI. The metabolic risk was assessed using a scale based on determinations of HDL, LDL, triglycerides, blood glucose, HOMA-IR, neutrophil/lymphocyte index, and systolic blood pressure. The vascular risk was assessed by the presence of carotid and/or femoral atheromatous plaques. The dose-response association between FLI and both risks was analysed using non-parametric models (splines) and logistic regression. RESULTS The sample studied had a mean age of 52.70years, with 49.3% having an FLI ≥60, as well as 33.6% with metabolic syndrome, and 43.9% with carotid and/or femoral atheromatous plaques. The relationship between FLI and metabolic risk and vascular was linear (metabolic: non-linear P=.097; linear P<.001; vascular: non-linear P=1.000; linear P=.028). For every 10 units of increase in FLI, the odds of presenting with atheroma plaques increased by 9.7% (OR=1.097; 95% confidence interval 1.010-1.191). When adjusting for triglyceridaemia, the association disappeared (OR=1.001). CONCLUSIONS Patients with fatty liver disease had an increased metabolic and vascular risk. The increased vascular risk is associated with the triglyceride level. On a clinical level, this study suggests that these patients could benefit from treatment of hypertriglyceridaemia.
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Affiliation(s)
- Iker Elosua-Bayés
- Unidad de Chequeos, Departamento de Medicina Interna, Clínica Universidad de Navarra, Pamplona, España.
| | - Óscar Beloqui Ruiz
- Unidad de Chequeos, Departamento de Medicina Interna, Clínica Universidad de Navarra, Pamplona, España
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14
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Chen J, Duan S, Ma J, Wang R, Chen J, Liu X, Xue L, Xie S, Yao S. MRI-determined liver fat correlates with risk of metabolic syndrome in patients with nonalcoholic fatty liver disease. Eur J Gastroenterol Hepatol 2020; 32:754-761. [PMID: 32091437 DOI: 10.1097/meg.0000000000001688] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
BACKGROUND AND AIM Little is known about that the relationship between hepatic fat content (HFC) and metabolic syndrome (MetS). We aimed to determine whether HFC correlated with MetS in patients with nonalcoholic fatty liver disease (NAFLD). METHODS HFC was measured by MRI-determined proton density fat fraction (MRI-PDFF) for 131 suspected NAFLD subjects. Patients with NAFLD defined as MRI-PDFF ≥5% were stratified into two groups based on whether they were above or below the median MRI-PDFF value; the MRI-PDFF value for the control group was <5%. The primary outcome was the presence of MetS. Logistic regression models were used to obtain the associations between the severity of liver fat and MetS, and the corresponding odds ratios (ORs) and 95% confidence intervals (CIs) were recorded. RESULTS Compared to NAFLD patients with low-HFC (n = 48) and the control group (n = 35), NAFLD patients with high-HFC (n = 48) had significantly greater prevalence of central obesity, hypertension, hyperglycemia, and hypertriglyceridemia (all P < 0.05). NAFLD patients with high-HFC had a higher prevalence of MetS than NAFLD patients with low-HFC (79.2% vs. 56.2%, P < 0.05). The multivariate-adjusted OR for the prevalence of MetS comparing NAFLD patient with low-HFC and high-HFC to the control group were 4.56 (95% CI: 0.54-38.79, P = 0.165) and 22.91 (95% CI: 1.80-292.21, P = 0.016), respectively (Ptrend = 0.014). CONCLUSION Increased hepatic fat quantitatively measured by MRI-PDFF had a significant dose-relationship with the presence of MetS, and the amount of liver fat may affect cardiovascular risk.
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Affiliation(s)
- Jialiang Chen
- Graduate School, Beijing University of Chinese Medicine
| | - Shaojie Duan
- Graduate School, Beijing University of Chinese Medicine
| | - Jie Ma
- Graduate School, Beijing University of Chinese Medicine
| | - Rongrui Wang
- Graduate School, Beijing University of Chinese Medicine
| | - Jie Chen
- Graduate School, Beijing University of Chinese Medicine
| | - Xinyuan Liu
- Graduate School, Beijing University of Chinese Medicine
| | - Lijun Xue
- School of Biological Science and Medical Engineering, Beihang University
| | - Sheng Xie
- Department of Radiology, China-Japan Friendship Hospital
| | - Shukun Yao
- Department of Gastroenterology, China-Japan Friendship Hospital, Beijing, China
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15
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Cree-Green M, Wiromrat P, Stuppy JJ, Thurston J, Bergman BC, Baumgartner AD, Bacon S, Scherzinger A, Pyle L, Nadeau KJ. Muscle Insulin Resistance in Youth with Obesity and Normoglycemia is Associated with Altered Fat Metabolism. Obesity (Silver Spring) 2019; 27:2046-2054. [PMID: 31659873 PMCID: PMC6897373 DOI: 10.1002/oby.22658] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2019] [Accepted: 08/27/2019] [Indexed: 11/10/2022]
Abstract
OBJECTIVE This study aimed to phenotype and compare adipose, hepatic, and muscle insulin sensitivity (IS) in a diet- and physical activity-controlled cohort of normoglycemic youth with obesity with that of participants without obesity (controls) to distinguish early metabolic abnormalities in pediatric obesity. METHODS Thirty-eight participants (17 in the control group [BMI < 85th percentile] and 21 youth with obesity [BMI ≥ 95th percentile]; age: 12-21 years; 76% female; Tanner stage 4-5; sedentary) were enrolled. Tissue-specific IS was measured using a four-phase hyperinsulinemic-euglycemic clamp with glucose and glycerol isotope tracers to assess suppression of endogenous glucose release and lipolysis by insulin. Intramyocellular lipid content was assessed by 1 H-magnetic resonance spectroscopy, and hepatic fat fraction (HFF) and visceral fat were assessed by magnetic resonance imaging. Calf-muscle mitochondrial activity was measured with exercise-stimulated 31 P-magnetic resonance spectroscopy. RESULTS Youth with obesity had higher HFF (P < 0.001), visceral fat (P = 0.024), and intramyocellular lipid content (P = 0.017) and lower muscle (glucose clearance rate [P < 0.001]), adipose (P < 0.0001), and hepatic IS (P < 0.003). Mitochondria postexercise response was not different. In participants with obesity, muscle IS inversely correlated with HFF (r = 0.700, P = 0.002) and suppressed free fatty acid concentrations (r = -0.65, P = 0.003). CONCLUSIONS Inactive normoglycemic youth with obesity had decreased muscle, adipose, and hepatic IS. Free fatty acids and liver fat were inversely associated with muscle IS, which argues for lipid-targeted interventions.
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Affiliation(s)
- Melanie Cree-Green
- Department of Pediatrics, Division of Pediatric Endocrinology, University of Colorado Anschutz Medical Campus, Aurora, CO
- Barbara Davis Center for Childhood Diabetes, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Pattara Wiromrat
- Department of Pediatrics, Division of Pediatric Endocrinology, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Jacob J. Stuppy
- Department of Pediatrics, Division of Pediatric Endocrinology, University of Colorado Anschutz Medical Campus, Aurora, CO
- Department of Biomedical Sciences and Biotechnology, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Jessica Thurston
- Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO
| | - Bryan C. Bergman
- Department of Medicine, Division of Endocrinology, Diabetes, and Metabolism, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Amy D. Baumgartner
- Department of Pediatrics, Division of Pediatric Endocrinology, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Samantha Bacon
- Department of Medicine, Division of Endocrinology, Diabetes, and Metabolism, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Ann Scherzinger
- Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Laura Pyle
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO
- Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO
| | - Kristen J. Nadeau
- Department of Pediatrics, Division of Pediatric Endocrinology, University of Colorado Anschutz Medical Campus, Aurora, CO
- Barbara Davis Center for Childhood Diabetes, University of Colorado Anschutz Medical Campus, Aurora, CO
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16
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Khusial RD, Cioffi CE, Caltharp SA, Krasinskas AM, Alazraki A, Knight-Scott J, Cleeton R, Castillo-Leon E, Jones DP, Pierpont B, Caprio S, Santoro N, Akil A, Vos MB. Development of a Plasma Screening Panel for Pediatric Nonalcoholic Fatty Liver Disease Using Metabolomics. Hepatol Commun 2019; 3:1311-1321. [PMID: 31592078 PMCID: PMC6771165 DOI: 10.1002/hep4.1417] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Accepted: 06/28/2019] [Indexed: 12/14/2022] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD) is the most common chronic liver disease in children, but diagnosis is challenging due to limited availability of noninvasive biomarkers. Machine learning applied to high-resolution metabolomics and clinical phenotype data offers a novel framework for developing a NAFLD screening panel in youth. Here, untargeted metabolomics by liquid chromatography-mass spectrometry was performed on plasma samples from a combined cross-sectional sample of children and adolescents ages 2-25 years old with NAFLD (n = 222) and without NAFLD (n = 337), confirmed by liver biopsy or magnetic resonance imaging. Anthropometrics, blood lipids, liver enzymes, and glucose and insulin metabolism were also assessed. A machine learning approach was applied to the metabolomics and clinical phenotype data sets, which were split into training and test sets, and included dimension reduction, feature selection, and classification model development. The selected metabolite features were the amino acids serine, leucine/isoleucine, and tryptophan; three putatively annotated compounds (dihydrothymine and two phospholipids); and two unknowns. The selected clinical phenotype variables were waist circumference, whole-body insulin sensitivity index (WBISI) based on the oral glucose tolerance test, and blood triglycerides. The highest performing classification model was random forest, which had an area under the receiver operating characteristic curve (AUROC) of 0.94, sensitivity of 73%, and specificity of 97% for detecting NAFLD cases. A second classification model was developed using the homeostasis model assessment of insulin resistance substituted for the WBISI. Similarly, the highest performing classification model was random forest, which had an AUROC of 0.92, sensitivity of 73%, and specificity of 94%. Conclusion: The identified screening panel consisting of both metabolomics and clinical features has promising potential for screening for NAFLD in youth. Further development of this panel and independent validation testing in other cohorts are warranted.
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Affiliation(s)
- Richard D Khusial
- Department of Pharmaceutical Sciences, College of Pharmacy Mercer University Atlanta GA
| | - Catherine E Cioffi
- Nutrition and Health Sciences, Laney Graduate School Emory University Atlanta GA
| | - Shelley A Caltharp
- Children's Healthcare of Atlanta Atlanta GA.,Department of Pathology and Laboratory Medicine Emory University School of Medicine Atlanta GA
| | - Alyssa M Krasinskas
- Department of Pathology and Laboratory Medicine Emory University School of Medicine Atlanta GA
| | - Adina Alazraki
- Children's Healthcare of Atlanta Atlanta GA.,Department of Radiology Emory University School of Medicine Atlanta GA
| | | | - Rebecca Cleeton
- Department of Pediatrics Emory University School of Medicine Atlanta GA
| | | | - Dean P Jones
- Department of Medicine Emory University School of Medicine Atlanta GA
| | | | - Sonia Caprio
- Department of Pediatrics Yale School of Medicine New Haven CT
| | - Nicola Santoro
- Department of Pediatrics Yale School of Medicine New Haven CT
| | - Ayman Akil
- Department of Pharmaceutical Sciences, College of Pharmacy Mercer University Atlanta GA
| | - Miriam B Vos
- Nutrition and Health Sciences, Laney Graduate School Emory University Atlanta GA.,Children's Healthcare of Atlanta Atlanta GA.,Department of Pediatrics Emory University School of Medicine Atlanta GA
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17
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DiNicolantonio JJ, McCarty M, OKeefe J. Association of moderately elevated trimethylamine N-oxide with cardiovascular risk: is TMAO serving as a marker for hepatic insulin resistance. Open Heart 2019; 6:e000890. [PMID: 30997120 PMCID: PMC6443140 DOI: 10.1136/openhrt-2018-000890] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/03/2019] [Indexed: 02/06/2023] Open
Affiliation(s)
| | | | - James OKeefe
- University of Missouri-Kansas City, Saint Lukes Mid America Heart Institute, Kansas City, Missouri, USA
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18
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Machado MV, Diehl AM. Pathogenesis of Nonalcoholic Fatty Liver Disease. ZAKIM AND BOYER'S HEPATOLOGY 2018:369-390.e14. [DOI: 10.1016/b978-0-323-37591-7.00025-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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19
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Jin R, Krasinskas A, Le NA, Konomi JV, Holzberg J, Romero R, Vos MB. Association between plasminogen activator inhibitor-1 and severity of liver injury and cardiovascular risk in children with non-alcoholic fatty liver disease. Pediatr Obes 2018; 13:23-29. [PMID: 27764892 DOI: 10.1111/ijpo.12183] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2016] [Accepted: 08/23/2016] [Indexed: 12/18/2022]
Abstract
BACKGROUND Plasminogen activator inhibitor-1 (PAI-1) is the primary inhibitor of the endogenous fibrinolytic system and is known to be increased in obesity, insulin resistance and non-alcoholic fatty liver disease (NAFLD). We previously demonstrated that PAI-1 levels were closely related to the amount of hepatic steatosis in children. OBJECTIVES The aim of this study was to characterize plasma PAI-1 in relationship to severity of inflammation and fibrosis, as well as to plasma lipids in children with NAFLD. METHODS In 44 children with NAFLD, plasma PAI-1 levels and lipids were measured at the time of a liver biopsy. Hepatic histological features were systematically scored. Trend analysis was applied to determine the correlation of plasma PAI-1 levels with lipid markers for cardiovascular disease and with the staging of histological features in the liver. RESULTS We found that plasma PAI-1 levels were significantly increased in children with increased severity of steatosis, lobular inflammation, ballooning and fibrosis. Furthermore, PAI-1 was strongly correlated with plasma lipids and insulin resistance indices. CONCLUSIONS PAI-1 appears to be tightly related to both histologic severity of NAFLD as well as systemic features of the disease including insulin resistance and dyslipidemia. PAI-1 may be a mediator of disease progression and future cardiovascular complications in children with NAFLD.
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Affiliation(s)
- R Jin
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA, USA
| | - A Krasinskas
- Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, GA, USA
| | - N-A Le
- Biomarker Core Laboratory, Atlanta Veterans Affairs Medical Center, Decatur, GA, USA
| | - J V Konomi
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA, USA
| | - J Holzberg
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA, USA
| | - R Romero
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA, USA.,Children's Healthcare of Atlanta, Atlanta, GA, USA
| | - M B Vos
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA, USA.,Children's Healthcare of Atlanta, Atlanta, GA, USA
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20
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Bacha F, Tomsa A, Bartz SK, Barlow SE, Chu ZD, Krishnamurthy R, Krishnamurthy R, Smith EO. Nonalcoholic Fatty Liver Disease in Hispanic Youth With Dysglycemia: Risk for Subclinical Atherosclerosis? J Endocr Soc 2017; 1:1029-1040. [PMID: 29264555 PMCID: PMC5686639 DOI: 10.1210/js.2017-00257] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2017] [Accepted: 06/22/2017] [Indexed: 12/20/2022] Open
Abstract
Context: Obese Hispanic adolescents (OHAs) with dysglycemia have increased cardiovascular disease risk burden. Objective: To investigate if nonalcoholic fatty liver disease (NAFLD) confers added risk for endothelial dysfunction in these youth. Design: Cross-sectional study. Setting: Academic institution. Participants: Thirty-six OHAs (15.3 ± 0.4 years), 20 with prediabetes and 16 with type 2 diabetes, with and without NAFLD. Intervention: Evaluation of reactive hyperemia index (RHI) and augmentation index (AIx) by peripheral arterial tonometry; muscle, hepatic, and adipose tissue insulin sensitivity (IS; hyperinsulinemic-euglycemic clamp 80 mu/m2/min, with [6,6 2H2]glucose and [2H5] glycerol); body composition; and abdominal and hepatic fat by magnetic resonance imaging/spectroscopy. Outcome Measures: RHI and AIx. Hypothesis: OHAs with dysglycemia and NAFLD have worse RHI and AIx vs those without NAFLD. Results: The NAFLD (n = 23) and non-NAFLD (n = 13) groups were of similar age, sex, glycemic status, body mass index, % body fat and abdominal fat. The NAFLD group had higher hepatic fat (P < 0.001) lower skeletal muscle IS (P = 0.01), hepatic IS (P = 0.01), and adipose tissue IS (P = 0.04). The NAFLD vs non-NAFLD group had lower RHI (1.4 ± 0.05 vs 1.7 ± 0.09, P = 0.002), greater AIx (–6.0 ± 1.6 vs –12.0 ± 2.1, P = 0.03). Hepatic fat was inversely related to RHI (r = –0.49, P = 0.002) and positively related to AIx (r = 0.45, P = 0.006). Hepatic IS (r = –0.42, P = 0.01) and adipose IS (r = –.54, P = 0.001) correlated with arterial stiffness (AIx). Conclusion: In OHAs with dysglycemia, NAFLD is associated with worse endothelial function. RHI and AIx were related to hepatic fat content. Vascular stiffness was related to hepatic and adipose tissue insulin resistance.
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Affiliation(s)
- Fida Bacha
- United States Department of Agriculture/Agricultural Research Service Children's Nutrition Research Center, Texas Children's Hospital, Baylor College of Medicine, Houston, Texas 77030.,Division of Pediatric Diabetes and Endocrinology, Texas Children's Hospital, Baylor College of Medicine, Houston, Texas 77030
| | - Anca Tomsa
- United States Department of Agriculture/Agricultural Research Service Children's Nutrition Research Center, Texas Children's Hospital, Baylor College of Medicine, Houston, Texas 77030.,Division of Pediatric Diabetes and Endocrinology, Texas Children's Hospital, Baylor College of Medicine, Houston, Texas 77030
| | - Sara K Bartz
- United States Department of Agriculture/Agricultural Research Service Children's Nutrition Research Center, Texas Children's Hospital, Baylor College of Medicine, Houston, Texas 77030.,Division of Pediatric Diabetes and Endocrinology, Texas Children's Hospital, Baylor College of Medicine, Houston, Texas 77030
| | - Sarah E Barlow
- Division of Gastroenterology, Hepatology, and Nutrition, Texas Children's Hospital, Baylor College of Medicine, Houston, Texas 77030
| | - Zili David Chu
- Division of Radiology, Texas Children's Hospital, Baylor College of Medicine, Houston, Texas 77030
| | - Ramkumar Krishnamurthy
- Division of Radiology, Texas Children's Hospital, Baylor College of Medicine, Houston, Texas 77030
| | - Rajesh Krishnamurthy
- Division of Radiology, Texas Children's Hospital, Baylor College of Medicine, Houston, Texas 77030
| | - E O'Brian Smith
- United States Department of Agriculture/Agricultural Research Service Children's Nutrition Research Center, Texas Children's Hospital, Baylor College of Medicine, Houston, Texas 77030
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21
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Cioffi CE, Welsh JA, Cleeton RL, Caltharp SA, Romero R, Wulkan ML, Konomi JV, Frediani JK, Vos MB. Natural History of NAFLD Diagnosed in Childhood: A Single-Center Study. CHILDREN-BASEL 2017; 4:children4050034. [PMID: 28467377 PMCID: PMC5447992 DOI: 10.3390/children4050034] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/13/2017] [Revised: 04/13/2017] [Accepted: 04/26/2017] [Indexed: 12/19/2022]
Abstract
Little is known regarding the subsequent course of non-alcoholic fatty liver disease (NAFLD) diagnosed in childhood. The objectives of this single-center study were to gather data on long-term health outcomes and to assess the feasibility of contacting former pediatric patients. In a large pediatric medical center, electronic records were searched to initially identify 162 former patients who had a liver biopsy between 2000 and 2010. Of these, 44 subjects met the criteria for age at follow-up (≥18 year) and biopsy-proven NAFLD, and were recruited via postal and electronic mail. Participants were invited to complete a brief telephone survey on current health status. Supplemental data was also obtained from pediatric medical charts of all subjects. At NAFLD diagnosis, 18% of subjects had diabetes, 91% were obese, 61% had NASH, and 56% had fibrosis on biopsy. At follow-up, 10 subjects (23%) responded to the survey. Based on the survey and chart review, after a mean follow-up of 4.5 years, 5 additional subjects developed diabetes for a period prevalence of 30%, and most subjects (78%) remained obese at last follow-up. Additional prospective studies are needed to fully describe the longitudinal risks associated with pediatric NAFLD, and will require multi-dimensional strategies to successfully recruit former patients.
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Affiliation(s)
| | - Jean A Welsh
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA 30322, USA.
- Children's Healthcare of Atlanta, Atlanta, GA 30322, USA.
| | - Rebecca L Cleeton
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA 30322, USA.
| | | | - Rene Romero
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA 30322, USA.
- Children's Healthcare of Atlanta, Atlanta, GA 30322, USA.
| | - Mark L Wulkan
- Children's Healthcare of Atlanta, Atlanta, GA 30322, USA.
- Division of Pediatric Surgery, Department of Surgery, School of Medicine, Emory University, Atlanta, GA 30322, USA.
| | - Juna V Konomi
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA 30322, USA.
| | - Jennifer K Frediani
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA 30322, USA.
| | - Miriam B Vos
- Laney Graduate School, Emory University, Atlanta, GA 30322, USA.
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA 30322, USA.
- Children's Healthcare of Atlanta, Atlanta, GA 30322, USA.
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22
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Role of PAI-1 in Pediatric Obesity and Nonalcoholic Fatty Liver Disease. CURRENT CARDIOVASCULAR RISK REPORTS 2017. [DOI: 10.1007/s12170-017-0536-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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23
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The Role of Fructose, and Specifically Sugar-Sweetened Beverages, in Pediatric Nonalcoholic Fatty Liver Disease. TOP CLIN NUTR 2017. [DOI: 10.1097/tin.0000000000000091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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24
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Ibarra-Reynoso LDR, López-Lemus HL, Garay-Sevilla ME, Malacara JM. Effect of Restriction of Foods with High Fructose Corn Syrup Content on Metabolic Indices and Fatty Liver in Obese Children. Obes Facts 2017; 10:332-340. [PMID: 28787728 PMCID: PMC5644940 DOI: 10.1159/000476069] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2016] [Accepted: 04/20/2017] [Indexed: 02/06/2023] Open
Abstract
OBJECTIVE We examined the effect of restriction of foods with high fructose content in obese school children. METHODS In a clinical study, we selected 54 obese children 6 to 11 years old with high fructose consumption (>70 g/day) in order indicate dietary fructose restriction (<20 g/day) for 6 weeks. Anthropometry, liver ultrasound as well as glucose, insulin, lipids, leptin, IGFBP1, and RBP4 serum levels were collected. RESULTS The group of children had 80% adherence and reported decreased fructose consumption (110 ± 38.6 to 11.4 ± 12.0 g/day) and also a significant decrease in caloric (2,384 ± 568 to 1,757 ± 387 kcal/day) and carbohydrate consumption (302 ± 80.4 to 203 ± 56.0 g/day). The severity of steatosis improved significantly after fructose restriction (p < 0.000001). However, no changes in BMI, systolic blood pressure, or diastolic blood pressure were found. Only triglyceride levels decreased (1.44 ± 0.43 to 1.31 ± 0.38 mmol/l), High-densitiy lipoprotein cholesterol showed a marginal increase (1.45 ± 0.19 to 1.56 ± 0.44 mmol/l). Insulin resistance and RBP4 did not change. CONCLUSIONS In school children, the restriction of high fructose foods with a decrease of caloric and carbohydrate intake at 6 weeks did not induce weight loss; however, triglyceride levels and hepatic steatosis decreased. Differences with other studies in regard to weight loss may be explained by adaptive changes on metabolic expenditure.
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Affiliation(s)
- Lorena del Rocio Ibarra-Reynoso
- *Lorena del Rocío Ibarra-Reynoso, Department of Medical Sciences, University of Guanajuato, Campus León, 20 de Enero 929, 37320 León, Mexico,
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25
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Woo Baidal JA, Lavine JE. The intersection of nonalcoholic fatty liver disease and obesity. Sci Transl Med 2016; 8:323rv1. [PMID: 26819197 DOI: 10.1126/scitranslmed.aad8390] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Nonalcoholic fatty liver disease (NAFLD) is the most common chronic liver disease worldwide and recently emerged as the most rapidly increasing indication for liver transplant. Although obesity is a risk factor for NAFLD, overlap between these two entities is incompletely understood. We highlight recent insights into the pathogenesis of human NAFLD in relation to obesity and discuss advances in the diagnosis and treatment of NAFLD.
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Affiliation(s)
- Jennifer A Woo Baidal
- Division of Pediatric Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, Columbia University Medical Center, New York, NY 10032, USA
| | - Joel E Lavine
- Division of Pediatric Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, Columbia University Medical Center, New York, NY 10032, USA.
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26
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Multifeature analysis of an ultrasound quantitative diagnostic index for classifying nonalcoholic fatty liver disease. Sci Rep 2016; 6:35083. [PMID: 27734972 PMCID: PMC5062088 DOI: 10.1038/srep35083] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2016] [Accepted: 09/26/2016] [Indexed: 12/11/2022] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD) is a chronic liver disease related to metabolic syndrome. This study applied an integrated analysis based on texture, backscattering, and attenuation features in ultrasound imaging with the aim of assessing the severity of NAFLD. Ultrasound radiofrequency data obtained from 394 clinical cases were analyzed to extract three texture features (autocorrelation, sum average, and sum variance), the signal-to-noise ratio (SNR), and the slope of the center-frequency downshift (CFDS slope). The texture, SNR, and CFDS slope were combined to produce a quantitative diagnostic index (QDI) that ranged from 0 to 6. We trained the QDI using training data and then applied it to test data to assess its utility. In training data, the areas (AUCs) under the receiver operating characteristic curves for NAFLD and severe NAFLD were 0.81 and 0.84, respectively. In test data, the AUCs were 0.73 and 0.81 for NAFLD and severe NAFLD, respectively. The QDI was able to distinguish severe NAFLD and a normal liver from mild NAFLD, and it was significantly correlated with metabolic factors. This study explored the potential of using the QDI to supply information on different physical characteristics of liver tissues for advancing the ability to grade NAFLD.
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27
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Lonardo A, Sookoian S, Pirola CJ, Targher G. Non-alcoholic fatty liver disease and risk of cardiovascular disease. Metabolism 2016; 65:1136-50. [PMID: 26477269 DOI: 10.1016/j.metabol.2015.09.017] [Citation(s) in RCA: 165] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2015] [Revised: 08/17/2015] [Accepted: 09/19/2015] [Indexed: 02/06/2023]
Abstract
Non-alcoholic fatty liver disease (NAFLD) has become the leading cause of chronic liver diseases worldwide, causing considerable liver-related mortality and morbidity. During the past decade, it has also become increasingly evident that NAFLD is a multisystem disease that affects many extra-hepatic organ systems, including the heart and the vascular system. In this updated clinical review, we discuss the rapidly expanding body of clinical and epidemiological evidence that supports a strong association of NAFLD with cardiovascular diseases (CVDs) and other functional and structural myocardial abnormalities. We also discuss some recently published data that correlate NAFLD due to specific genetic polymorphisms with the risk of CVDs. Finally, we briefly examine the assessment tools for estimating the global CVD risk in patients with NAFLD as well as the conventional and the more innovative pharmacological approaches for the treatment of CVD risk in this group of patients.
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Affiliation(s)
- Amedeo Lonardo
- Outpatient Liver Clinic and Division of Internal Medicine, Department of Biomedical, Metabolic and Neural Sciences, NOCSAE, Baggiovara, Azienda USL and University of Modena and Reggio Emilia, Modena, Italy
| | - Silvia Sookoian
- Department of Clinical and Molecular Hepatology, Institute of Medical Research A Lanari-IDIM, University of Buenos Aires-National Scientific and Technical Research Council (CONICET), Ciudad Autónoma de Buenos Aires, Argentina
| | - Carlos J Pirola
- Department of Molecular Genetics and Biology of Complex Diseases, Institute of Medical Research A Lanari-IDIM, University of Buenos Aires-National Scientific and Technical Research Council (CONICET), Ciudad Autónoma de Buenos Aires, Argentina
| | - Giovanni Targher
- Section of Endocrinology, Diabetes and Metabolism, Department of Medicine, University and Azienda Ospedaliera Universitaria Integrata of Verona, Verona, Italy.
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28
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Yang KC, Hung HF, Lu CW, Chang HH, Lee LT, Huang KC. Association of Non-alcoholic Fatty Liver Disease with Metabolic Syndrome Independently of Central Obesity and Insulin Resistance. Sci Rep 2016; 6:27034. [PMID: 27246655 PMCID: PMC4887873 DOI: 10.1038/srep27034] [Citation(s) in RCA: 87] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2016] [Accepted: 05/13/2016] [Indexed: 02/08/2023] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is an emerging chronic liver disease that may lead to liver cirrhosis and hepatocellular carcinoma. We aimed to determine the association between the prevalence of metabolic syndrome (MetS) and NAFLD severity using semi-quantitative ultrasonography (US). A total of 614 participants were recruited from the community. NAFLD was evaluated according to the ultrasonographic Fatty Liver Indicator (US-FLI), which is a semi-quantitative liver ultrasound score. Insulin resistance was estimated with the homeostasis model assessment index for insulin resistance (HOMA-IR). NAFLD and MetS were found in 53.7 and 17.3% of the participants, respectively. Linear relationships were found between the severity of NAFLD and waist circumference, fasting glucose, HOMA-IR, triglycerides, HDL-C and blood pressure. After adjusting for confounding factors, i.e., body mass index and HOMA-IR, the odds ratios for MetS were 3.64 (95% confidence interval (CI): 1.5-8.83) for those with mild NAFLD and 9.4 (95% CI: 3.54-24.98) for those with moderate-to-severe NAFLD compared to those without NAFLD. The combination of the HOMA-IR and US-FLI scores better differentiated MetS than the HOMA-IR alone. In addition to obesity, the severity of NAFLD and the HOMA-IR both play important roles in MetS. Whether NAFLD is a component of MetS warrants further research.
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Affiliation(s)
- Kuen Cheh Yang
- Department of Community and Family Medicine, National Taiwan University Hospital Hsinchu Branch, Hsinchu City, Taiwan.,Department of Family Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Hui-Fang Hung
- Department of Community and Family Medicine, National Taiwan University Hospital Hsinchu Branch, Hsinchu City, Taiwan.,Department of Family Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Chia-Wen Lu
- Department of Family Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Hao-Hsiang Chang
- Department of Family Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Long-Teng Lee
- Department of Family Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Kuo-Chin Huang
- Department of Family Medicine, National Taiwan University Hospital, Taipei, Taiwan.,Department of Family Medicine, National Taiwan University Hospital Bei-Hu Branch, Taipei, Taiwan.,Department of Family Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
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29
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Jin R, Banton S, Tran VT, Konomi JV, Li S, Jones DP, Vos MB. Amino Acid Metabolism is Altered in Adolescents with Nonalcoholic Fatty Liver Disease-An Untargeted, High Resolution Metabolomics Study. J Pediatr 2016; 172:14-19.e5. [PMID: 26858195 PMCID: PMC5321134 DOI: 10.1016/j.jpeds.2016.01.026] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2015] [Revised: 11/19/2015] [Accepted: 01/08/2016] [Indexed: 02/07/2023]
Abstract
OBJECTIVE To conduct an untargeted, high resolution exploration of metabolic pathways that was altered in association with hepatic steatosis in adolescents. STUDY DESIGN This prospective, case-control study included 39 Hispanic-American, obese adolescents aged 11-17 years evaluated for hepatic steatosis using magnetic resonance spectroscopy. Of these 39 individuals, 30 had hepatic steatosis ≥5% and 9 were matched controls with hepatic steatosis <5%. Fasting plasma samples were analyzed in triplicate using ultra-high resolution metabolomics on a Thermo Fisher Q Exactive mass spectrometry system, coupled with C18 reverse phase liquid chromatography. Differences in plasma metabolites between adolescents with and without nonalcoholic fatty liver disease (NAFLD) were determined by independent t tests and visualized using Manhattan plots. Untargeted pathway analyses using Mummichog were performed among the significant metabolites to identify pathways that were most dysregulated in NAFLD. RESULTS The metabolomics analysis yielded 9583 metabolites, and 7711 with 80% presence across all samples remained for statistical testing. Of these, 478 metabolites were associated with the presence of NAFLD compared with the matched controls. Pathway analysis revealed that along with lipid metabolism, several major amino acid pathways were dysregulated in NAFLD, with tyrosine metabolism being the most affected. CONCLUSIONS Metabolic pathways of several amino acids are significantly disturbed in adolescents with elevated hepatic steatosis. This is a novel finding and suggests that these pathways may be integral in the mechanisms of NAFLD.
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Affiliation(s)
- Ran Jin
- Division of Pediatric Gastroenterology, Hepatology and Nutrition, School of Medicine, Emory University, Atlanta, GA
| | - Sophia Banton
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, Emory University, Atlanta, GA
| | - ViLinh T. Tran
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, Emory University, Atlanta, GA
| | - Juna V. Konomi
- Division of Pediatric Gastroenterology, Hepatology and Nutrition, School of Medicine, Emory University, Atlanta, GA
| | - Shuzhao Li
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, Emory University, Atlanta, GA
| | - Dean P. Jones
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, Emory University, Atlanta, GA
| | - Miriam B. Vos
- Division of Pediatric Gastroenterology, Hepatology and Nutrition, School of Medicine, Emory University, Atlanta, GA
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