1
|
Figge A, Jähnert A, Canbay A. [The harmfulness of simple steatosis]. Dtsch Med Wochenschr 2021; 146:146-151. [PMID: 33513646 DOI: 10.1055/a-1156-0875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Over the past decades, non-alcoholic fatty liver disease (NAFLD) has emerged as the leading cause of chronic liver diseases in western societies. While the complications of NAFLD progression and particularly non-alcoholic steatohepatitis (NASH) have been widely recognized and statistically proven by emerging numbers of NASH related cirrhosis, transplantations and liver cancer, simple steatosis was widely recognized as a rather benign manifestation of NAFLD. However, emerging data suggests simple steatosis to be associated with increased mortality, related to hepatic- and extrahepatic manifestations of multiple metabolic and inflammatory complications of the disease. This brief review focusses on novel aspects related to the pathogenesis and clinical relevance of simple steatosis. Based on these findings, we recommend a thorough interdisciplinary approach to patients with simple steatosis by dedicated specialized centers. The rising prevalence demands the implementation and evaluation of non-invasive screening methods and multidisciplinary preventive approaches, as according to current data, we face an epidemic of hepatic steatosis in over 25 % of the population.
Collapse
|
2
|
Significance of Simple Steatosis: An Update on the Clinical and Molecular Evidence. Cells 2020; 9:cells9112458. [PMID: 33187255 PMCID: PMC7698018 DOI: 10.3390/cells9112458] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Revised: 10/28/2020] [Accepted: 11/07/2020] [Indexed: 12/13/2022] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is defined clinicopathologically by the accumulation of lipids in >5% of hepatocytes and the exclusion of secondary causes of fat accumulation. NAFLD encompasses a wide spectrum of liver damage, extending from simple steatosis or non-alcoholic fatty liver (NAFL) to non-alcoholic steatohepatitis (NASH)—the latter is characterized by inflammation and hepatocyte ballooning degeneration, in addition to the steatosis, with or without fibrosis. NAFLD is now the most common cause of chronic liver disease in Western countries and affects around one quarter of the general population. It is a multisystem disorder, which is associated with an increased risk of type 2 diabetes mellitus as well as liver- and cardiovascular-related mortality. Although earlier studies had suggested that NAFL is benign (i.e., non-progressive), cumulative evidence challenges this dogma, and recent data suggest that nearly 25% of those with NAFL may develop fibrosis. Importantly, NAFLD patients are more susceptible to the toxic effects of alcohol, drugs, and other insults to the liver. This is likely due to the functional impairment of steatotic hepatocytes, which is virtually undetectable by current clinical tests. This review provides an overview of the current evidence on the clinical significance of NAFL and discusses the molecular basis for NAFL development and progression.
Collapse
|
3
|
Baars T, Sowa JP, Neumann U, Hendricks S, Jinawy M, Kälsch J, Gerken G, Rassaf T, Heider D, Canbay A. Liver parameters as part of a non-invasive model for prediction of all-cause mortality after myocardial infarction. Arch Med Sci 2020; 16:71-80. [PMID: 32051708 PMCID: PMC6963137 DOI: 10.5114/aoms.2018.75678] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Accepted: 06/29/2017] [Indexed: 12/16/2022] Open
Abstract
INTRODUCTION Liver parameters are associated with cardiovascular disease risk and severity of stenosis. It is unclear whether liver parameters could predict the long-term outcome of patients after acute myocardial infarction (AMI). We performed an unbiased analysis of the predictive value of serum parameters for long-term prognosis after AMI. MATERIAL AND METHODS In a retrospective, observational, single-center, cohort study, 569 patients after AMI were enrolled and followed up until 6 years for major adverse cardiovascular events, including cardiac death. Patients were classified into non-survivors (n = 156) and survivors (n = 413). Demographic and laboratory data were analyzed using ensemble feature selection (EFS) and logistic regression. Correlations were performed for serum parameters. RESULTS Age (73; 64; p < 0.01), alanine aminotransferase (ALT; 93 U/l; 40 U/l; p < 0.01), aspartate aminotransferase (AST; 162 U/l; 66 U/l; p < 0.01), C-reactive protein (CRP; 4.7 U/l; 1.6 U/l; p < 0.01), creatinine (1.6; 1.3; p < 0.01), γ-glutamyltransferase (GGT; 71 U/l; 46 U/l; p < 0.01), urea (29.5; 20.5; p < 0.01), estimated glomerular filtration rate (eGFR; 49.6; 61.4; p < 0.01), troponin (13.3; 7.6; p < 0.01), myoglobin (639; 302; p < 0.01), and cardiovascular risk factors (hypercholesterolemia p < 0.02, family history p < 0.01, and smoking p < 0.01) differed significantly between non-survivors and survivors. Age, AST, CRP, eGFR, myoglobin, sodium, urea, creatinine, and troponin correlated significantly with death (r = -0.29; 0.14; 0.31; -0.27; 0.20; -0.13; 0.33; 0.24; 0.12). A prediction model was built including age, CRP, eGFR, myoglobin, and urea, achieving an AUROC of 77.6% to predict long-term survival after AMI. CONCLUSIONS Non-invasive parameters, including liver and renal markers, can predict long-term outcome of patients after AMI.
Collapse
Affiliation(s)
- Theodor Baars
- Department for Cardiology, West German Heart and Vascular Centre Essen, University Hospital, University Duisburg-Essen, Essen, Germany
| | - Jan-Peter Sowa
- Department of Gastroenterology and Hepatology, University Hospital, University Duisburg-Essen, Essen, Germany
| | - Ursula Neumann
- Department of Bioinformatics, Straubing Center of Science, University of Applied Science Weihenstephan-Triesdorf, Straubing, Germany
| | - Stefanie Hendricks
- Department for Cardiology, West German Heart and Vascular Centre Essen, University Hospital, University Duisburg-Essen, Essen, Germany
| | - Mona Jinawy
- Department for Cardiology, West German Heart and Vascular Centre Essen, University Hospital, University Duisburg-Essen, Essen, Germany
| | - Julia Kälsch
- Department of Gastroenterology and Hepatology, University Hospital, University Duisburg-Essen, Essen, Germany
| | - Guido Gerken
- Department of Gastroenterology and Hepatology, University Hospital, University Duisburg-Essen, Essen, Germany
| | - Tienush Rassaf
- Department for Cardiology, West German Heart and Vascular Centre Essen, University Hospital, University Duisburg-Essen, Essen, Germany
| | - Dominik Heider
- Department of Bioinformatics, Straubing Center of Science, University of Applied Science Weihenstephan-Triesdorf, Straubing, Germany
- Department of Mathematics and Computer Science, University of Marburg, Marburg, Germany
| | - Ali Canbay
- Department of Gastroenterology and Hepatology, University Hospital, University Duisburg-Essen, Essen, Germany
| |
Collapse
|
4
|
Canbay A, Kälsch J, Neumann U, Rau M, Hohenester S, Baba HA, Rust C, Geier A, Heider D, Sowa JP. Non-invasive assessment of NAFLD as systemic disease-A machine learning perspective. PLoS One 2019; 14:e0214436. [PMID: 30913263 PMCID: PMC6435145 DOI: 10.1371/journal.pone.0214436] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Accepted: 03/13/2019] [Indexed: 12/19/2022] Open
Abstract
Background & aims Current non-invasive scores for the assessment of severity of non-alcoholic fatty liver disease (NAFLD) and identification of patients with non-alcoholic steatohepatitis (NASH) have insufficient performance to be included in clinical routine. In the current study, we developed a novel machine learning approach to overcome the caveats of existing approaches. Methods Non-invasive parameters were selected by an ensemble feature selection (EFS) from a retrospectively collected training cohort of 164 obese individuals (age: 43.5±10.3y; BMI: 54.1±10.1kg/m2) to develop a model able to predict the histological assessed NAFLD activity score (NAS). The model was evaluated in an independent validation cohort (122 patients, age: 45.2±11.75y, BMI: 50.8±8.61kg/m2). Results EFS identified age, γGT, HbA1c, adiponectin, and M30 as being highly associated with NAFLD. The model reached a Spearman correlation coefficient with the NAS of 0.46 in the training cohort and was able to differentiate between NAFL (NAS≤4) and NASH (NAS>4) with an AUC of 0.73. In the independent validation cohort, an AUC of 0.7 was achieved for this separation. We further analyzed the potential of the new model for disease monitoring in an obese cohort of 38 patients under lifestyle intervention for one year. While all patients lost weight under intervention, increasing scores were observed in 15 patients. Increasing scores were associated with significantly lower absolute weight loss, lower reduction of waist circumference and basal metabolic rate. Conclusions A newly developed model (http://CHek.heiderlab.de) can predict presence or absence of NASH with reasonable performance. The new score could be used to detect NASH and monitor disease progression or therapy response to weight loss interventions.
Collapse
Affiliation(s)
- Ali Canbay
- Department of Gastroenterology, Hepatology, and Infectious Diseases, Otto-von-Guericke University Magdeburg, Magdeburg, Germany
- * E-mail:
| | - Julia Kälsch
- Department of Gastroenterology and Hepatology, University Hospital, University Duisburg-Essen, Essen, Germany
- Institute for Pathology, University Hospital, University Duisburg-Essen, Essen, Germany
| | - Ursula Neumann
- Department of Mathematics and Computer Science, University of Marburg, Marburg, Germany
| | - Monika Rau
- Division of Hepatology, Department of Internal Medicine II, University Hospital Würzburg, Würzburg, Germany
| | - Simon Hohenester
- Department of Medicine II, University Hospital, LMU Munich, Munich, Germany
| | - Hideo A. Baba
- Institute for Pathology, University Hospital, University Duisburg-Essen, Essen, Germany
| | - Christian Rust
- Center for Nutritional Medicine and Prevention, Department of Medicine I, Hospital Barmherzige Brüder, Munich, Germany
| | - Andreas Geier
- Division of Hepatology, Department of Internal Medicine II, University Hospital Würzburg, Würzburg, Germany
| | - Dominik Heider
- Department of Mathematics and Computer Science, University of Marburg, Marburg, Germany
| | - Jan-Peter Sowa
- Department of Gastroenterology, Hepatology, and Infectious Diseases, Otto-von-Guericke University Magdeburg, Magdeburg, Germany
- Department of Gastroenterology and Hepatology, University Hospital, University Duisburg-Essen, Essen, Germany
| |
Collapse
|
5
|
Qin S, Wang S, Wang X, Wang J. Liver stiffness assessed by transient elastography as a potential indicator of chronic kidney disease in patients with nonalcoholic fatty liver disease. J Clin Lab Anal 2018; 33:e22657. [PMID: 30239032 DOI: 10.1002/jcla.22657] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2018] [Revised: 07/30/2018] [Accepted: 07/30/2018] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND This study was designed to determine the diagnostic value of liver stiffness measured by transient elastography (TE) in identifying chronic kidney disease (CKD) in individuals with ultrasonography-diagnosed NAFLD. METHODS A total of 1439 adult patients with ultrasonography-diagnosed NAFLD between October 2015 and August 2017 in China-Japan union hospital of Jilin university were initially eligible. According to the exclusion criteria, 24 patients were excluded, and eventually, a total of 1415 patients were included in the study. The AST/ALT ratio and FIB-4 score were calculated from blood tests, and liver stiffness was measured using TE. RESULTS The liver stiffness measured by TE, FIB-4 score, ALT/AST ratio were significantly elevated in CKD patients, compared with those without CKD (P < 0.001). The areas under the curve (AUROC) of liver stiffness, FIB-4 score and AST/ALT ratio were 0.694 (0.670-0.718), 0.707 (0.682-0.730), 0.712 (0.688-0.736), showing no statistically significant difference between these three tests. Further, multivariate analysis identified four independent risk factors for CKD: age, diabetes mellitus, serum uric acid, and liver stiffness. Also, the performance of these four independent variables taken together in a logistic regression model for identifying CKD was 0.834 (AUROC; 95%CI: 0.814-0.853), showing a higher diagnostic performance than that of a single application of liver stiffness. CONCLUSIONS Liver stiffness assessed by TE is a potential indicator for CKD in ultrasonography-diagnosed NAFLD patients. Further, a four-variable model (liver stiffness, age, serum uric acid, and diabetes mellitus) could be a useful tool for identifying subjects at high risk for CKD in NAFLD patients.
Collapse
Affiliation(s)
- Shaoyou Qin
- Department of Gastroenterology and Hepatology, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Song Wang
- Department of Urology, First Hospital of Jilin University, Changchun, China
| | - Xu Wang
- Department of Gastroenterology and Hepatology, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Jiangbin Wang
- Department of Gastroenterology and Hepatology, China-Japan Union Hospital of Jilin University, Changchun, China
| |
Collapse
|
6
|
Jamka M, Arslanow A, Bohner A, Krawczyk M, Weber SN, Grünhage F, Lammert F, Stokes CS. Effects of Gene Variants Controlling Vitamin D Metabolism and Serum Levels on Hepatic Steatosis. Digestion 2018. [PMID: 29514138 DOI: 10.1159/000485180] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND/AIMS Common genetic variations in vitamin D metabolism are associated with liver stiffness. Whether these genes are implicated in hepatic steatosis remains unclear. Here we aimed to analyse the association of common vitamin D pathway gene variants with liver steatosis. METHODS Liver steatosis was assessed non-invasively in 241 patients with chronic liver conditions by controlled attenuation parameter (CAP). The following polymorphisms were genotyped using TaqMan assays: group-specific component (GC) rs7041, 7-dehydrocholesterol reductase (DHCR7) rs12785878, cytochrome P450 2R1 (CYP2R1) rs10741657, -vitamin D receptor (VDR) rs7974353. Chemiluminescence immunoassay determined serum 25-hydroxyvitamin D (25(OH) D) concentrations. RESULTS Vitamin D deficiency (defined by 25(OH)D concentrations <20 ng/mL) occurred in 66% of patients. Median CAP was 296 (100-400) dB/m. Patients with advanced steatosis (CAP ≥280 dB/m) had significantly (p = 0.033) lower 25(OH)D levels as compared to patients with CAP <280 dB/m. Moreover, the rare allele [T] in GC rs7041 was significantly (p = 0.018) associated with higher 25(OH)D levels in patients with CAP <280 dB/m. However, GC, DHCR7, CYP2R1, and VDR polymorphisms were not related to liver steatosis and obesity traits. CONCLUSIONS Higher CAP values are associated with low serum 25(OH)D concentrations but not with common vitamin D pathway gene variants.
Collapse
Affiliation(s)
- Małgorzata Jamka
- Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany.,Department of Paediatric Gastroenterology and Metabolic Diseases, Poznan University of Medical Sciences, Poznań, Poland
| | - Anita Arslanow
- Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany
| | - Annika Bohner
- Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany
| | - Marcin Krawczyk
- Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany.,Laboratory of Metabolic Liver Diseases, Centre for Preclinical Research, Department of General, Transplant and Liver Surgery, Medical University of Warsaw, Warsaw, Poland
| | - Susanne N Weber
- Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany
| | - Frank Grünhage
- Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany.,Department of Internal Medicine, Grevenbroich St. Elisabeth Hospital, Grevenbroich, Germany
| | - Frank Lammert
- Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany
| | - Caroline S Stokes
- Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany
| |
Collapse
|
7
|
Canbay A, Müller MN, Philippou S, Gerken G, Tromm A. Cholesteryl Ester Storage Disease: Fatal Outcome without Causal Therapy in a Female Patient with the Preventable Sequelae of Progressive Liver Disease after Many Years of Mild Symptoms. AMERICAN JOURNAL OF CASE REPORTS 2018; 19:577-581. [PMID: 29773783 PMCID: PMC5985739 DOI: 10.12659/ajcr.907755] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Patient: Female, 13 Final Diagnosis: Multiorgan failure as a sequelae of advanced liver disease Symptoms: A lysosomal enzyme defect • abnormal bilirubin level • abnormal lipid profile • cardiovascular complications • Child-Pugh A/B • cholestasis and/or gallbladder dysfunction • chronic and florid fibroplastic cholecystitis • frequent diarrhoea • greatly elevated hepatic content of cholesteryl esters • hepatic fibrosis • hepatomegaly • hepatosplenomegaly with thrombocytopenia • increasing jaundice • increasing transaminases • Lab-MELD 14 cirrhosis • malabsorption • oesophageal varices (Grade III) • orange-yellow liver • pressure in the right epigastrium • steatorrhoea • symptomatic gallstones • Vitamin D deficiency Medication: — Clinical Procedure: — Specialty: Gastroenterology and Hepatology
Collapse
Affiliation(s)
- Ali Canbay
- Department of Gastroenterology, Hepatology, and Infectiology, Otto-von-Guericke University Hospital Magdeburg, Magdeburg, Germany
| | - Meike N Müller
- Department of Gastroenterology, Hepatology, and Infectiology, Otto-von-Guericke University Hospital Magdeburg, Magdeburg, Germany
| | - Stathis Philippou
- Institute of Pathology and Cytology, Augusta Hospital, Bochum, Germany
| | - Guido Gerken
- Department of Gastroenterology and Hepatology, University Hospital Essen (AöR), Essen, Germany
| | - Andreas Tromm
- Department of Internal Medicine, Evangelisches Krankenhaus (Protestant Hospital), Hattingen, Germany
| |
Collapse
|
8
|
Ji Y, Lu H. Meta-analysis: High-dose vs. low-dose metronidazole-containing therapies for Helicobacter pylori eradication treatment. PLoS One 2018; 13:e0189888. [PMID: 29370199 PMCID: PMC5784897 DOI: 10.1371/journal.pone.0189888] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2017] [Accepted: 12/04/2017] [Indexed: 01/06/2023] Open
Abstract
Objective The purpose of this study was to evaluate the efficacy of high dose of metronidazole in the treatment of Helicobacter pylori (H. pylori) infection. Methods Studies were identified from databases (Pubmed, Embase, Cochrane Library, ClinicalTrials.gov) searched from January 1990 to September 2017 using a battery of keywords. We included randomized controlled trials (RCTs) of H. pylori treatment comparing the high-dose and low-dose metronidazole-containing therapies (high-dose and low-dose therapies). Two reviewers independently selected studies, extracted relevant data and assessed study quality. A meta-analysis was performed by using Review Manager 5.3. Dichotomous data were pooled to obtain the relative risk (RR) of the eradication rate, with 95% confidence intervals (CIs). Results Four randomized controlled trials, a total of 612 patients with a diagnosis of H. pylori infection were included. Overall the meta-analysis showed that both high-dose and low-dose therapies achieved similar efficacy of intention-to-treat (ITT) eradication rate 82% vs. 76%, RR 1.12 (95%CI: 0.96 to 1.30), P = 0.15, and adherence 94% vs. 94%, RR 1.00 (95%CI: 0.97 to 1.04), P = 0.81, but side effects were more likely in high-dose therapies [32% vs. 17%, RR 1.84 (95%CI: 1.17 to 2.88), P = 0.008]. In subgroup analysis, increasing the dose of metronidazole enhanced eradication rates in areas with high metronidazole resistance [74% vs 52%, RR 1.40 (95%CI: 1.08 to 1.82), P = 0.01] and in individuals with metronidazole-resistant strains [71% vs. 46%, RR 1.50 (95%CI: 1.02 to 2.19), P = 0.04]. Conclusions Both high-dose and low-dose therapies can achieve similar eradication rates and adherence and generally low-dose therapies cause fewer side effects. In populations with high metronidazole resistance, high dose of metronidazole can increase the eradication rates of H. pylori infection.
Collapse
Affiliation(s)
- Yingjie Ji
- Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Hong Lu
- Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- * E-mail:
| |
Collapse
|
9
|
SPARC expression is associated with hepatic injury in rodents and humans with non-alcoholic fatty liver disease. Sci Rep 2018; 8:725. [PMID: 29335425 PMCID: PMC5768809 DOI: 10.1038/s41598-017-18981-9] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2017] [Accepted: 12/15/2017] [Indexed: 12/29/2022] Open
Abstract
Mechanisms that control progression from simple steatosis to steato-hepatitis and fibrosis in patients with non-alcoholic fatty liver disease (NAFLD) are unknown. SPARC, a secreted matricellular protein, is over-expressed in the liver under chronic injury. Contribution of SPARC accumulation to disease severity is largely unknown in NAFLD. We assessed the hypothesis that SPARC is increased in livers with more necrosis and inflammation and could be associated with more fibrosis. qrt-PCR, immunohistochemistry, and ELISA were employed to localize and quantify changes in SPARC in 62 morbidly obese patients with NAFLD/NASH and in a mouse model of diet-induced-NASH. Results were correlated with the severity of NAFLD/NASH. In obese patients 2 subgroups were identified with either high SPARC expression (n = 16) or low SPARC expression (n = 46) in the liver, with a cutoff of 1.2 fold expression. High expression of SPARC paralleled hepatocellular damage and increased mRNA expression of pro-fibrogenic factors in the liver. In line with these findings, in the NASH animal model SPARC knockout mice were protected from inflammatory injury, and showed less inflammation and fibrosis. Hepatic SPARC expression is associated with liver injury and fibrogenic processes in NAFLD. SPARC has potential as preventive or therapeutic target in NAFLD patients.
Collapse
|