Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) is the most common cause of chronic liver disease in children and adolescents. Lifestyle factors are modifiable risk factors that may play a key role in both the prevention and management of the disease. However, existing data on the association between lifestyle and MASLD in pediatric populations are limited and often focus on isolated aspects such as diet or physical activity, with little attention given to other parameters like sleep habits. The aim of the present study is to comprehensively investigate the association between lifestyle factors, including dietary habits, physical activity, sedentary activities, and sleep habits, and the presence of MASLD in a sample of 224 children and adolescents with overweight or obesity. The study will include newly diagnosed MASLD patients compared to matched controls without the disease. A wide range of assessments will be conducted, including anthropometric measurements, body composition analysis, liver elastography, biochemical testing, and standardized lifestyle questionnaires. This study seeks to fill important research gaps and explore potential associations between lifestyle habits and pathophysiological markers involved in the onset and progression of MASLD.
The study sample will consist of 224 children and adolescents aged 10-18 years with overweight or obesity, including individuals newly diagnosed with Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) and matched controls without the disease. The diagnosis of MASLD will be based on the criteria established by the European Society for Paediatric Gastroenterology, Hepatology and Nutrition (ESPGHAN): elevated alanine aminotransferase (ALT) levels \>45 IU/L and/or evidence of hepatic steatosis on ultrasound, in the absence of other causes of liver steatosis or liver injury. Where available, liver biopsy results will be included in the participants' medical records. Participants in the control group will be matched to the MASLD group based on age, sex, body mass index (BMI), and pubertal stage. Eligible controls must present with normal liver biochemistry, no ultrasound evidence of hepatic steatosis, normal glucose metabolism, and stable body weight and lifestyle behaviors during the past year.More specifically, the study will include: 1. Medical and family history: Detailed documentation of personal and family medical history, current medications, and birth-related data (e.g., gestational age, birth weight, breastfeeding history). 2. Demographic and socioeconomic data: Collected from both parents and participants, including education level, employment status, ethnicity, and household composition. 3. Anthropometric measurements and body composition: Body weight, height, BMI, waist and hip circumference will be recorded. Body composition will be assessed using bioelectrical impedance analysis (Tanita MC 780 MA), with standardized conditions (e.g., fasting state, no intense physical activity, no caffeine intake). 4. Blood pressure: Measured in a seated position with an electronic sphygmomanometer on the right arm. Three measurements will be taken, and the mean value will be recorded. 5. Liver imaging: All participants will undergo abdominal ultrasound for assessment of hepatic steatosis, and those with MASLD will undergo liver elastography (Shear Wave Elastography) within 3 months of enrollment to evaluate liver fibrosis. 6. Laboratory testing: After 8-12 hours of fasting, blood samples will be collected to determine standard biochemical profile, including liver enzymes (ALT, AST, GGT), bilirubin, lipids (total cholesterol, HDL, LDL, triglycerides), glucose, insulin, kidney function, electrolytes, and total protein, hematologic markers (complete blood count and erythrocyte sedimentation rate), inflammation and oxidative stress biomarkers, and oxidative stress markers. Serum, plasma, and urine samples will be stored at -80°C for future analyses. DNA will also be extracted for potential genotyping. 7. Fatty Liver Index (FLI): FLI will be calculated using waist circumference, BMI, triglyceride levels, and GGT to assess the risk of hepatic steatosis. 8. Dietary assessment: Each participant will complete four 24-hour dietary recalls (three weekdays and one weekend day). Nutrition data will be analyzed for energy, macro- and micronutrient intake using Nutritionist Pro (v2.2), with additional assessment of food groups and dietary patterns. Adherence to the Mediterranean Diet will be assessed using the KIDMED index. 9. Physical activity assessment: Performed using the Self-Administered Physical Activity Checklist (SAPAC), validated for the Greek pediatric population. It will be completed four times, in conjunction with the dietary recalls. 10. Sleep habits assessment: Evaluated with the Pediatric Daytime Sleepiness Scale (PDSS), along with additional questions about sleep duration, naps, and rest habits on weekdays and weekends.
Study Type
OBSERVATIONAL
Enrollment
224
Harokopio University
Athens, Kallithea, Greece
Differences in dietary intake between children and adolescents with overweight/obesity and MASLD and their matched controls without MASLD.
The dietary intake of the participants will be assessed by four 24-hour recall method and analyzed using the Nutritionist Pro software program.
Time frame: Baseline
Difference in adherence to the Mediterranean diet between children and adolescents with overweight/obesity and MASLD and their matched controls without MASLD.
The adherence to the Mediterranean diet will be evaluated using the KIDMED questionnaire. The index of adherence to the Mediterranean diet was calculated as the sum of each answer and ranged from 0 to 12. The sums of the values of the KIDMED score will be classified into three levels: (1) \>8, optimal Mediterranean diet; (2) 4-7, improvement needed to adjust intake to Mediterranean patterns; (3) ≤3, very low diet quality.
Time frame: Baseline
Differences in physical activity between children and adolescents with overweight/obesity and MASLD and their matched controls without MASLD.
Physical activity will be assessed using the Self-Administered Physical Activity Checklist, a questionnaire validated in the Greek population. This checklist records the type, frequency, and duration of physical activities performed in the previous day. Each participant (or their caregiver) will complete the checklist four times, with the assistance of a registered dietitian, immediately following the 24-hour dietary recall interviews. From the collected data, the average daily time spent in physical activity (in minutes per day) will be calculated. The checklist yields a quantitative score ranging from 0 to an unlimited maximum, depending on the number and duration of activities reported. Higher scores indicate greater levels of physical activity, reflecting more time spent in moderate-to-vigorous physical activity during the assessed day.
Time frame: Baseline
Differences in sedentary activities between children and adolescents with overweight/obesity and MASLD and their matched controls without MASLD.
Sedentary activities will be assessed with the Self-Administered Physical Activity Checklist (SAPAC), a questionnaire validated for the Greek population. Each participant (or caregiver) will complete the checklist four times with support from a registered dietitian immediately after each 24-hour dietary recall. For every administration, the SAPAC records the duration of common sedentary behaviours (e.g., television viewing, videogaming, seated reading). The summed sedentary-time score is expressed in hours per day and has a possible range of 0 h (no sedentary time) to 24 h (continuous sedentary behaviour). Higher scores indicate a worse outcome, namely, more time spent in sedentary activities. The mean of the four administrations will be used as each participant's average daily sedentary time.
Time frame: Baseline
Differences in sleep hours between children and adolescents with overweight/obesity and MASLD and their matched controls without MASLD.
Total night sleep hours will be recorded.
Time frame: Baseline
Differences in daytime sleepiness between children and adolescents with overweight/obesity and MASLD and their matched controls without MASLD.
The daytime sleepiness will be evaluated using the Pediatric Daytime Sleepiness Scale (score range 0-32). Higher scores indicated greater levels of sleepiness.
Time frame: Baseline
hs-CRP
Differences in hs-CRP between children and adolescents with overweight/obesity and MASLD and their matched controls without MASLD. hs-CRP (mg/L) will be measured via nephelometry (BN II nephelometer, Siemens).
Time frame: Baseline
Adiponectin
Differences in adiponectin between children and adolescents with overweight/obesity and MASLD and their matched controls without MASLD. Adiponectin (μg/mL) will be quantified using immunoenzymatic ELISA kits (Human Adiponectin ELISA Kit).
Time frame: Baseline
Fibroblast Growth Factor 21
Differences in Fibroblast Growth Factor 21 (FGF-21) between children and adolescents with overweight/obesity and MASLD and their matched controls without MASLD. FGF-21 (pg/mL) will be quantified using immunoenzymatic ELISA kits (Human Total FGF-21 Quantikine, R\&D Systems).
Time frame: Baseline
Oxidative stress
Differences in oxidative stress between children and adolescents with overweight/obesity and MASLD and their matched controls without MASLD. Oxidative stress will be assessed by measuring serum TBARS (μM) using a modified colorimetric assay.
Time frame: Baseline
Insulin resistance
Differences in insulin resistance between children and adolescents with overweight/obesity and MASLD and their matched controls without MASLD. Insulin resistance will be assessed using the HOMA-IR index, calculated as \[fasting glucose (mmol/L) × insulin (μU/mL)\] / 22.5, as proposed by Matthews et al.
Time frame: Baseline
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