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1.
Ann Hepatol ; 13(5): 533-40, 2014.
Article in English | MEDLINE | ID: mdl-25152986

ABSTRACT

BACKGROUND: Obesity, a complex disease determined both by genetic and environmental factors, is strongly associated with NAFLD, and has been demonstrated to have a negative impact on HCV and other chronic liver diseases (CLD). RATIONALE: This study assessed the association between type and location of food sources and chronic liver disease (CLD) using Geographic Information Systems (GIS). RESULTS: CLD patients completed surveys [267 subjects, 56.5% female, age 55.8 ± 12.0, type of CLD: 36.5% hepatitis C (HCV), 19.9% hepatitis B (HBV), 19.9% non-alcoholic fatty liver disease (NAFLD); primary food source (PFS): 80.8% grocery store, secondary: 26.2% bulk food store, tertiary: 20.5% restaurants; fresh food (FF): 83%, pre-packaged (PP) 8.7%, already prepared (AP) 8.3%]. FF consumers had significantly fewer UEH servings/month (p = 0.030) and lived further away from convenience stores (1.69 vs. 0.95 km, p = 0.0001). Stepwise regression reveals the lowest FF consumers were NAFLD patients, subjects with UEH or restaurants and ethnic food stores as their PFS (R = 0.557, p = 0.0001). Eating already-packaged foods and utilizing restaurants or ethnic food stores as the PFS positively correlated with NAFLD (R = 0.546, p = 0.0001). CONCLUSIONS: Environmental food source measures, including type and density, should be included when examining areas hyper-saturated with a variety of food options. In hyper-saturated food environments, NAFLD patients consume more prepared food and less FF. CLD patients with UEH also eat significantly more prepared food and frequent restaurants and ethnic food stores as their PFS.


Subject(s)
Food Preferences , Health Status , Hepatitis B, Chronic , Hepatitis C, Chronic , Non-alcoholic Fatty Liver Disease , Nutritional Status , Adult , Aged , Cross-Sectional Studies , Environment , Fast Foods , Female , Food Supply , Fruit , Geographic Information Systems , Hepatitis B, Chronic/diagnosis , Hepatitis B, Chronic/epidemiology , Hepatitis B, Chronic/physiopathology , Hepatitis B, Chronic/psychology , Hepatitis C, Chronic/diagnosis , Hepatitis C, Chronic/epidemiology , Hepatitis C, Chronic/physiopathology , Hepatitis C, Chronic/psychology , Humans , Life Style , Male , Middle Aged , Non-alcoholic Fatty Liver Disease/diagnosis , Non-alcoholic Fatty Liver Disease/epidemiology , Non-alcoholic Fatty Liver Disease/physiopathology , Non-alcoholic Fatty Liver Disease/psychology , Nutrition Assessment , Nutrition Surveys , Residence Characteristics , Restaurants , Socioeconomic Factors , United States/epidemiology , Vegetables
2.
Obes Surg ; 21(4): 431-9, 2011 Apr.
Article in English | MEDLINE | ID: mdl-20532833

ABSTRACT

BACKGROUND: Patients with biopsy-proven NASH and especially those with fibrosis are at risk for progressive liver disease, emphasizing the clinical importance of developing non-invasive biomarkers for NASH and NASH-related fibrosis. AIM: This study examines the performance of a new biomarker panel for NASH and NASH-related fibrosis with a combination of clinical and laboratory variables. METHODS: Enrolled patients had biopsy-proven NAFLD. Clinical data, laboratory data, and serum samples were collected at the time of biopsy. Fasting serum was assayed for adiponectin, resistin, glucose, M30, M65, Tissue inhibitor of metalloproteinases-1 (Timp-1), ProCollagen 3 N-terminal peptide (PIIINP), and hyaluronic acid (HA). Regression models predictive of NASH, NASH-related fibrosis, and NASH-related advanced fibrosis were designed and cross-validated. RESULTS: Of the 79 enrolled NAFLD patients, 40 had biopsy-proven NASH and 39 had non-NASH NAFLD. Clinical and laboratory data were from this cohort were used to develop a NAFLD Diagnostic Panel that includes three models (models for NASH, NASH-related fibrosis, and NASH-related advanced fibrosis). The model for predicting NASH includes diabetes, gender, BMI, triglycerides, M30 (apoptosis), and M65-M30 (necrosis) [AUC: 0.81, 95% CI, 0.70-0.89, 300 p value <9E 301 (-06)]. The NASH-related fibrosis prediction model includes the same predictors [AUC: 0.80, 95% CI 0.68-0.88, 307 p value <0.00014]. Finally, the NASH-related advanced fibrosis model includes type 2 diabetes, serum triglycerides, Timp-1, and AST [AUC: 0.81, 95% CI, 0.70-0.89; p value, 0.000062]. CONCLUSIONS: This NAFLD Diagnostic Panel based on a clinical and laboratory data has good performance characteristics and is easy to use. This biomarker panel could become useful in the management of patients with NAFLD.


Subject(s)
Biomarkers/blood , Liver Cirrhosis/diagnosis , Adipokines/blood , Adult , Biopsy , Blood Glucose/analysis , Fatty Liver/blood , Fatty Liver/complications , Fatty Liver/diagnosis , Female , Humans , Hyaluronic Acid/blood , Keratin-18/blood , Liver/pathology , Liver Cirrhosis/blood , Liver Cirrhosis/etiology , Male , Middle Aged , Models, Biological , Non-alcoholic Fatty Liver Disease , Peptide Fragments/blood , Procollagen/blood , Prognosis , Sensitivity and Specificity , Tissue Inhibitor of Metalloproteinase-1/blood
3.
Scand J Gastroenterol ; 46(4): 479-84, 2011 Apr.
Article in English | MEDLINE | ID: mdl-21114431

ABSTRACT

BACKGROUND: Both non-alcoholic steatohepatitis (NASH) and polycystic ovary syndrome (PCOS) are associated with metabolic syndrome (MS) and insulin resistance (IR). Except for a few case reports, there are no systematic assessments of NASH in PCOS patients. AIM: To determine the prevalence of NASH and independent factors associated with NASH in a cohort of patients with documented PCOS. METHODS: Patients with established diagnosis of PCOS and matched controls (matched for gender, age, and body mass index (BMI)) were included in the study. Causes of other liver diseases were systematically excluded by clinical and laboratory tests. Excessive alcohol use was defined as alcohol consumption of greater than 10 g/day. All liver biopsies were read by a single pathologist blinded to the clinical data. Histologic NASH was defined as steatosis with lobular inflammation and ballooning degeneration of hepatocytes with or without Mallory-Denk bodies or pericellular fibrosis. Univariate and multivariate analyses with logistic regression were performed to compare PCOS to matched controls. RESULTS: Sixty-six patients were included in the study (34 PCOS and 32 matched controls). Of PCOS patients, 73% had a liver biopsy while 78% of the matched controls had a liver biopsy. In comparing PCOS patients to the matched controls, clinical (BMI, waist circumference, type 2 diabetes, MS, or its components, any alcohol consumption in the prior year, ethnic background, age, gender, etc.) and laboratory data (aminotransferases, ferritin, glucose, etc.) were not significantly different (p > 0.05). However, PCOS patients tended to have more histologic NASH on their liver biopsies (44.0% vs. 20.8%, p = 0.08). Independent predictors of histologic NASH in PCOS patients were elevated aspartate aminotransferase (AST), high triglycerides and small amounts of alcohol consumption (p = 0.019, 10-fold cross-validated AUC = 0.80, 95% CI = 0.56-0.94). Although about half of PCOS patients did not report any alcohol consumption, 50% did report rare alcohol use. In fact, PCOS patients with histologic NASH tended to report higher alcohol consumption per week than PCOS without NASH (3.80 ± 6.16 vs. 1.11 ± 1.87 g/week, p = 0.1). Nevertheless, these amounts of alcohol consumption were quite minimal. CONCLUSIONS: Despite similar clinical and laboratory profiles to the matched controls, PCOS patients seem to have more histologic NASH. Although alcohol consumption was rare for both PCOS and controls, even rare alcohol consumption in PCOS patients was independently associated with histologic NASH.


Subject(s)
Fatty Liver/complications , Polycystic Ovary Syndrome/complications , Adult , Alanine Transaminase/blood , Alcohol Drinking , Aspartate Aminotransferases/blood , Body Mass Index , Cholesterol, HDL/blood , Fatty Liver/epidemiology , Fatty Liver/pathology , Female , Humans , Liver/pathology , Metabolic Syndrome/complications , Middle Aged , Multivariate Analysis , Prevalence
4.
BMC Mol Biol ; 11: 39, 2010 May 21.
Article in English | MEDLINE | ID: mdl-20492695

ABSTRACT

BACKGROUND: Given the epidemic proportions of obesity worldwide and the concurrent prevalence of metabolic syndrome, there is an urgent need for better understanding the underlying mechanisms of metabolic syndrome, in particular, the gene expression differences which may participate in obesity, insulin resistance and the associated series of chronic liver conditions. Real-time PCR (qRT-PCR) is the standard method for studying changes in relative gene expression in different tissues and experimental conditions. However, variations in amount of starting material, enzymatic efficiency and presence of inhibitors can lead to quantification errors. Hence the need for accurate data normalization is vital. Among several known strategies for data normalization, the use of reference genes as an internal control is the most common approach. Recent studies have shown that both obesity and presence of insulin resistance influence an expression of commonly used reference genes in omental fat. In this study we validated candidate reference genes suitable for qRT-PCR profiling experiments using visceral adipose samples from obese and lean individuals. RESULTS: Cross-validation of expression stability of eight selected reference genes using three popular algorithms, GeNorm, NormFinder and BestKeeper found ACTB and RPII as most stable reference genes. CONCLUSIONS: We recommend ACTB and RPII as stable reference genes most suitable for gene expression studies of human visceral adipose tissue. The use of these genes as a reference pair may further enhance the robustness of qRT-PCR in this model system.


Subject(s)
Intra-Abdominal Fat/metabolism , Reverse Transcriptase Polymerase Chain Reaction/standards , Actins/genetics , Actins/metabolism , Actins/standards , Algorithms , Glyceraldehyde-3-Phosphate Dehydrogenases/genetics , Glyceraldehyde-3-Phosphate Dehydrogenases/metabolism , Glyceraldehyde-3-Phosphate Dehydrogenases/standards , Humans , Hypoxanthine Phosphoribosyltransferase/genetics , Hypoxanthine Phosphoribosyltransferase/metabolism , Hypoxanthine Phosphoribosyltransferase/standards , Macroglobulins/genetics , Macroglobulins/metabolism , Macroglobulins/standards , Obesity/genetics , RNA Polymerase II/genetics , RNA Polymerase II/metabolism , RNA Polymerase II/standards , RNA, Ribosomal, 18S/genetics , RNA, Ribosomal, 18S/metabolism , RNA, Ribosomal, 18S/standards , Reference Standards , Reverse Transcriptase Polymerase Chain Reaction/methods , Software , Ubiquitin C/genetics , Ubiquitin C/metabolism , Ubiquitin C/standards
5.
Obes Surg ; 20(5): 640-50, 2010 May.
Article in English | MEDLINE | ID: mdl-20119733

ABSTRACT

BACKGROUND/AIM: There is increasing data suggesting that African Americans with NAFLD tend to have less progressive liver disease. The aim of this study is to assess differences in the hepatic gene expression of African-American and Caucasian patients with NAFLD who had undergone bariatric surgery. METHODS: A total of 94 patients (81 NAFLD and 13 weight-matched controls with normal liver biopsy) were included. Of the entire cohort, 73 were Caucasians and 21 were African Americans. All patients were undergoing bariatric surgery. Two liver biopsies were obtained at the time of surgery. One biopsy was snap-frozen for gene expression and the other biopsy was stained for pathologic assessment. Liver biopsy confirmed that 24 patients from our cohort had NASH while 57 had only simple steatosis. Snap-frozen liver biopsy specimens of these patients were then used for the RNA extraction. cDNA probes were hybridized with customized microarray gene chips containing 5,220 relevant genes. Gene expression profiles were compared between groups using significance analysis of microarrays algorithm. RESULTS: In comparison to all Caucasian patients, African-American patients had over-expression of EPB41L1, IGF2, FAH, ACSL4, FUT4, CYP3A (q values < 10(-4)). In comparison to Caucasian NAFLD patients, African-American NAFLD patients showed over-expression of EPB41L1 and ACSL4 genes. Finally, in comparison to Caucasian NASH patients, African-American NASH patients showed over-expression of GSTM 2, GSTM4 and GSTM5 as well as FH and ASCL4 genes. Some genes highlighted by this analysis, particularly cytochrome CYP3A and glutathione transferases GSTM2, 4, 5, were previously implicated in the pathogenesis of NASH. CONCLUSION: African-American patients with biopsy-proven obesity-related NAFLD and NASH have a specific hepatic gene expression pattern that may explain their differences from Caucasian patients with NAFLD in developing progressive liver disease.


Subject(s)
Black or African American/genetics , Fatty Liver/genetics , Obesity, Morbid/complications , White People/genetics , Adult , Biopsy , Blood Chemical Analysis , Fatty Acids/genetics , Fatty Liver/ethnology , Female , Gene Expression , Humans , Male , Obesity, Morbid/surgery , Oligonucleotide Array Sequence Analysis/methods , Oxidative Stress/genetics
6.
Liver Int ; 29(9): 1403-12, 2009 Oct.
Article in English | MEDLINE | ID: mdl-19515216

ABSTRACT

BACKGROUND: Hepatic steatosis occurs in 40-70% of patients chronically infected with hepatitis C virus [chronic hepatitis C (CH-C)]. Hepatic steatosis in CH-C is associated with progressive liver disease and a low response rate to antiviral therapy. AIM: Gene expression profiles were examined in CH-C patients with and without hepatic steatosis, non-alcoholic steatohepatitis (NASH) and fibrosis. METHODS: This study included 65 CH-C patients who were not receiving antiviral treatment. Total RNA was extracted from peripheral blood mononuclear cells, quantified and used for one-step reverse transcriptase-polymerase chain reaction to profile 153 mRNAs that were normalized with six 'housekeeping' genes and a reference RNA. Multiple regression and stepwise selection assessed differences in gene expression and the models' performances were evaluated. RESULTS: Models predicting the grade of hepatic steatosis in patients with CH-C genotype 3 involved two genes: SOCS1 and IFITM1, which progressively changed their expression level with the increasing grade of steatosis. On the other hand, models predicting hepatic steatosis in non-genotype 3 patients highlighted MIP-1 cytokine encoding genes: CCL3 and CCL4 as well as IFNAR and PRKRIR. Expression levels of PRKRIR and SMAD3 differentiated patients with and without superimposed NASH only in the non-genotype 3 cohort (area under the receiver operating characteristic curve=0.822, P-value 0.006]. Gene expression signatures related to hepatic fibrosis were not genotype specific. CONCLUSIONS: Gene expression might predict moderate to severe hepatic steatosis, NASH and fibrosis in patients with CH-C, providing potential insights into the pathogenesis of hepatic steatosis and fibrosis in these patients.


Subject(s)
Fatty Liver/metabolism , Gene Expression Profiling , Hepatitis C, Chronic/complications , Liver Cirrhosis/metabolism , Adult , Fatty Liver/etiology , Female , Hepacivirus/classification , Hepatitis C, Chronic/virology , Humans , Liver Cirrhosis/etiology , Male , Middle Aged
7.
Clin Gastroenterol Hepatol ; 7(11): 1224-9, 1229.e1-2, 2009 Nov.
Article in English | MEDLINE | ID: mdl-19559819

ABSTRACT

BACKGROUND & AIMS: Nonalcoholic fatty liver disease (NAFLD) is a common cause of chronic liver disease. We investigated factors associated with advanced fibrosis in NAFLD. METHODS: The study included 432 patients with histologically proven NAFLD (26.8% with nonalcoholic steatohepatitis [NASH] and 17.4% with moderate-to severe fibrosis). NASH was defined as steatosis, lobular inflammation, and ballooning degeneration with or without Mallory-Denk bodies and/or fibrosis. Fibrosis was classified into 2 groups: those with no or minimal fibrosis and those with moderate-to-severe fibrosis. Groups were compared using Mann-Whitney and chi-square method analyses. A model was constructed using a stepwise bidirectional method; its predictive power was measured using a 10-fold cross-validation technique. RESULTS: Patients with NASH were more likely to be male (P < .0001); have lower hip-to-waist ratios (P = .03); were less likely to be African American (P = .06); have higher levels of alanine aminotransferase (ALT; P < .0001), aspartate aminotransferase (AST; P < .0001), and serum triglycerides (P = .0154), but lower levels of high-density lipoprotein cholesterol (P < .0001). Patients with moderate-to-severe fibrosis were older (P = .0245); more likely to be male (P = .0189), Caucasian (P = .0382), have diabetes mellitus (P = .0238), and hypertension (P = .0375); and have a lower hip-to-waist ratio (P = .0077) but higher serum AST (P < .0001) and ALT (P < .0001) levels. The multivariate analysis model to predict moderate-to-severe fibrosis included male sex, Caucasian ethnicity, diabetes mellitus, and increased AST and ALT levels (model P value < .0001). CONCLUSIONS: In patients with NAFLD, diabetes mellitus and aminotransferase levels are independent predictors of moderate-to-severe fibrosis. They can be used to identify NAFLD patients at risk for advanced fibrosis.


Subject(s)
Fatty Liver/complications , Liver Cirrhosis/epidemiology , Liver/pathology , Adult , Diabetes Complications , Fatty Liver/pathology , Female , Humans , Liver Cirrhosis/pathology , Male , Middle Aged , Risk Factors , Transaminases/blood
8.
Obes Surg ; 19(5): 617-24, 2009 May.
Article in English | MEDLINE | ID: mdl-19280268

ABSTRACT

BACKGROUND: White adipose tissue (WAT) from visceral adiposity plays an important role in the pathogenesis of non-alcoholic steatohepatitis (NASH). Development of NASH and its progression to fibrosis is partially due to cytokines and adipokines produced by WAT. The aim of this study was to assess the association of hepatic fibrosis and NASH by evaluating the intrinsic differences in the inflammatory cytokine signaling in the visceral adipose tissue obtained from morbidly obese patients. METHODS: We used targeted microarrays representing human genes involved in the inflammatory and fibrogenic reactions to profile visceral adipose samples of 15 well-matched NASH patients with and without fibrosis. Additionally, visceral adipose samples were subjected to real-time polymerase chain reaction profiling of 84 inflammations related genes. RESULTS: Eight genes (CCL2, CCL4, CCL18, CCR1, IL10RB, IL15RA, and LTB) were differentially expressed in NASH with fibrosis. Additionally, an overlapping but distinct list of the differentially expressed genes were found in NASH with type II diabetes (DM; IL8, BLR1, IL2RA, CD40LG, IL1RN, IL15RA, and CCL4) as compared to NASH without DM. CONCLUSIONS: Inflammatory cytokines are differentially expressed in the adipose tissue of NASH with fibrosis, as well in NASH with DM. These findings point at the interaction of adipose inflammatory cytokines, DM, hepatic fibrosis in NASH, and its progression to cirrhosis and end-stage liver disease.


Subject(s)
Cytokines/genetics , Fatty Liver/genetics , Liver Cirrhosis/genetics , Obesity, Morbid/complications , Obesity, Morbid/genetics , Receptors, Cytokine/genetics , Adult , Case-Control Studies , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/genetics , Diabetes Mellitus, Type 2/pathology , Fatty Liver/complications , Fatty Liver/pathology , Female , Gene Expression Profiling , Humans , Intra-Abdominal Fat , Liver Cirrhosis/complications , Liver Cirrhosis/pathology , Male , Middle Aged , Obesity, Morbid/pathology , Oligonucleotide Array Sequence Analysis , Polymerase Chain Reaction
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