Association between Activity and Brain-Derived Neurotrophic Factor in Patients with Non-Alcoholic Fatty Liver Disease: A Data-Mining Analysis

Reduction in activity links to the development and progression of non-alcoholic fatty liver disease (NAFLD). Brain-derived neurotrophic factor (BDNF) is known to regulate an activity. We aimed to investigate the association between reduction in activity and BDNF in patients with NAFLD using data-mining analysis. We enrolled 48 NAFLD patients. Patients were classified into reduced (n = 21) or normal activity groups (n = 27) based on the activity score of the Chronic Liver Disease Questionnaire-NAFLD/non-alcoholic steatohepatitis. Circulating BDNF levels were measured using an enzyme-linked immunoassay. Factors associated with reduced activity were analyzed using decision-tree and random forest analyses. A reduction in activity was seen in 43.8% of patients. Hemoglobin A1c and BDNF were identified as negative independent factors for reduced activity (hemoglobin A1c, OR 0.012, p = 0.012; BDNF, OR 0.041, p = 0.039). Decision-tree analysis showed that “BDNF levels ≥ 19.1 ng/mL” was the most important classifier for reduced activity. In random forest analysis, serum BDNF level was the highest-ranked variable for distinguishing between the reduced and normal activity groups (158 valuable importance). Reduced activity was commonly seen in patients with NAFLD. Data-mining analyses revealed that BNDF was the most important independent factor corresponding with the reduction in activity. BDNF may be an important target for the prevention and treatment of NAFLD.

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Epidemiological survey of hemoglobin A1c and liver fibrosis in a general population with non‐alcoholic fatty liver disease

Hepatology Research ◽

10.1111/hepr.13282 ◽

2018 ◽

Vol 49 (3) ◽

pp. 296-303 ◽

Cited By ~ 7

Author(s):

Kenichi Tanaka ◽

Hirokazu Takahashi ◽

Hideyuki Hyogo ◽

Masafumi Ono ◽

Noriko Oza ◽

...

Keyword(s):

Liver Disease ◽

Liver Fibrosis ◽

General Population ◽

Fatty Liver ◽

Fatty Liver Disease ◽

Hemoglobin A1c ◽

Epidemiological Survey ◽

Alcoholic Fatty Liver ◽

Alcoholic Fatty Liver Disease

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Correlation between Non-Alcoholic Fatty Liver Disease and Hemoglobin A1c Level in Adult Males without Diabetes

Korean Journal of Family Practice ◽

10.21215/kjfp.2018.8.1.131 ◽

2018 ◽

Vol 8 (1) ◽

pp. 131-135

Author(s):

Tai Chi Lin ◽

Hye Mi Lee ◽

Han Na Seo ◽

Joon Suk Oh ◽

Hye Rim Kong ◽

...

Keyword(s):

Liver Disease ◽

Fatty Liver ◽

Fatty Liver Disease ◽

Hemoglobin A1c ◽

Adult Males ◽

Alcoholic Fatty Liver ◽

Alcoholic Fatty Liver Disease

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Vitamin D levels are not associated with non-alcoholic fatty liver disease severity in a Brazilian population

International Journal for Vitamin and Nutrition Research ◽

10.1024/0300-9831/a000667 ◽

2020 ◽

pp. 1-8

Author(s):

Jeniffer Danielle M. Dutra ◽

Quelson Coelho Lisboa ◽

Silvia Marinho Ferolla ◽

Carolina Martinelli M. L. Carvalho ◽

Camila Costa M. Mendes ◽

...

Keyword(s):

Vitamin D ◽

Liver Disease ◽

Fatty Liver ◽

Disease Severity ◽

Fatty Liver Disease ◽

Hypovitaminosis D ◽

Alcoholic Fatty Liver ◽

Vitamin D Levels ◽

The Mean ◽

Alcoholic Fatty Liver Disease

Abstract. Some epidemiological evidence suggests an inverse correlation between non-alcoholic fatty liver disease (NAFLD) frequency and vitamin D levels. Likewise, a beneficial effect of vitamin D on diabetes mellitus (DM) and insulin resistance has been observed, but this is an unsolved issue. Thus, we aimed to investigate the prevalence of hypovitaminosis D in a NAFLD Brazilian population and its association with disease severity and presence of comorbidities. In a cross-sectional study, the clinical, biochemical and histological parameters of 139 NAFLD patients were evaluated according to two different cut-off points of serum 25-hydroxyvitamin D levels (20 ng/mL and 30 ng/mL). The mean age of the population was 56 ± 16 years, most patients were female (83%), 72% had hypertension, 88% dyslipidemia, 46% DM, 98% central obesity, and 82% metabolic syndrome. Serum vitamin D levels were < 30 ng/mL in 78% of the patients, and < 20 ng/mL in 35%. The mean vitamin D level was 24.3 ± 6.8 ng/mL. The comparison between the clinical, biochemical and histological characteristics of the patients according to the levels of vitamin D showed no significant difference. Most patients with NAFLD had hypovitaminosis D, but low vitamin D levels were not related to disease severity and the presence of comorbidities.

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Non-Alcoholic Fatty Liver Disease in Overweight Children and its Relationship with Retinol Serum Levels

International Journal for Vitamin and Nutrition Research ◽

10.1024/0300-9831.78.1.27 ◽

2008 ◽

Vol 78 (1) ◽

pp. 27-32 ◽

Cited By ~ 15

Author(s):

Suano de Souza ◽

Silverio Amancio ◽

Saccardo Sarni ◽

Sacchi Pitta ◽

Fernandes ◽

...

Keyword(s):

Insulin Resistance ◽

Liver Disease ◽

Fatty Liver ◽

Lipid Profile ◽

Fatty Liver Disease ◽

Thiobarbituric Acid ◽

Serum Levels ◽

Control Group ◽

Alcoholic Fatty Liver ◽

Alcoholic Fatty Liver Disease

Objectives: To evaluate the frequency of non-alcoholic fatty liver disease, the retinol serum levels, lipid profile, and insulin resistance in overweight/obese children. To relate these biochemical variables with the risk of this disease in the population studied. Methods: The study was cross-sectional and prospective, with 46 overweight/obese school children (28 female, 18 male; mean age 8.6 years). The control group consisted of 45 children, paired by age and gender. Hepatic steatosis, evaluated by ultrasound, was classified as normal, mild, moderate, or severe. Also evaluated were serum retinol levels; thiobarbituric acid reactive substances; lipid profile; and fasting glucose and serum insulin levels, used for the calculation of the Homeostasis Model Assessment. Results: Hepatic ultrasound alterations were found in 56.5% and 48,9% of the overweight/obese and control group children, respectively. Presence of obesity was associated with high levels of triglycerides (OR = 4.6; P = 0.002). In the studied children, the risk of steatosis was related to a trend to a higher percentage of retinol inadequacy (OR = 2.8; p = 0.051); there was no association with thiobarbituric acid reactive substances, lipid profile, or insulin resistance. Conclusions: The high frequency of non-alcoholic fatty liver disease in both groups, evaluated by hepatic ultrasound, in low-socioeconomic level children, independent of nutritional condition and without significant association with insulin resistance, emphasizes that especially in developing countries, other risk factors such as micronutrient deficiencies (e.g. vitamin A) are involved.

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