CORRELATION OF NONALCOHOLIC FATTY LIVER DISEASE DIAGNOSED BY ULTRASONOGRAPHY WITH LIPID PROFILE AND BODY MASS INDEX IN LAHORE
DOI:
https://doi.org/10.71000/j0xb8f50Keywords:
Nonalcoholic fatty liver disease, ultrasonography, obesity, Body Mass Index, Dyslipidemias, , Liver, Urban Population.Abstract
Background: Nonalcoholic fatty liver disease (NAFLD) has emerged as one of the most prevalent chronic liver conditions worldwide, closely linked to obesity, dyslipidemia, and metabolic syndrome. It often remains undiagnosed due to its asymptomatic course and lack of awareness in developing regions. South Asian populations, particularly in Pakistan, face increasing risk owing to sedentary lifestyles and changing dietary habits.
Objective: This study aimed to determine the prevalence of NAFLD diagnosed by ultrasonography and its association with lipid profile abnormalities and body mass index (BMI) among adults residing in Lahore, Pakistan.
Methods: A cross-sectional analytical study was conducted among 230 adults aged 18 years and above. Participants attending tertiary care hospitals and diagnostic centers were evaluated through structured interviews, anthropometric measurements, ultrasonography, and fasting blood investigations. BMI was categorized according to WHO criteria, and lipid parameters including total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), and triglycerides (TG) were analyzed using standard laboratory methods. Statistical analysis was performed using SPSS version 25. Logistic regression was employed to determine independent predictors of NAFLD, with a p-value <0.05 considered statistically significant.
Results: NAFLD was detected in 132 (57.4%) of the 230 participants, with a higher prevalence in males (64.7%) compared to females (50.3%, p = 0.04). Mean BMI was markedly greater in NAFLD cases (29.8 ± 4.6 kg/m²) than in non-NAFLD individuals (25.1 ± 3.9 kg/m², p < 0.001). Triglycerides were significantly elevated (198.5 ± 42.3 mg/dL vs. 151.7 ± 35.4 mg/dL, p < 0.001), while HDL-C levels were substantially lower (38.4 ± 6.2 mg/dL vs. 46.9 ± 7.5 mg/dL, p < 0.001). Multivariate regression identified BMI (β = 0.42, p < 0.001) and triglycerides (β = 0.29, p = 0.003) as significant independent predictors of NAFLD.
Conclusion: The study indicates a high prevalence of NAFLD among adults in Lahore, predominantly associated with obesity and dyslipidemia—particularly elevated triglycerides and reduced HDL-C. These findings highlight the urgent need for early screening and metabolic risk management to prevent progressive liver disease.
References
Eslam M, Sanyal AJ, George J, International Consensus Panel. A consensus-driven proposed nomenclature for metabolic associated fatty liver disease. Gastroenterology. 2020;158(7):1999–2014
Mainous AG, Rooks BJ, Medley JF, Dickmann SB. Body composition among adults at a healthy body mass index and association with undetected non-alcoholic fatty liver. Int J Obes (Lond). 2022;46(7):1403–5.
Yuan X, Ni W, Li P, Zhang H, Zhang Y, Xu J. [Prevalence and factors of nonalcoholic fatty liver disease among elderly in Shenzhen City in 2018]. Wei Sheng Yan Jiu. 2022;51(4):585-90.
Riazi K, Azhari H, Charette JH, Underwood FE, King JA, Afshar EE, et al. The prevalence and incidence of NAFLD worldwide: a systematic review and meta-analysis. Lancet Gastroenterol Hepatol. 2022;7(9):851–61.
Eroğlu İ, Iremli BG, Idilman IS, Yuce D, Lay I, Akata D, et al. Nonalcoholic Fatty Liver Disease, Liver Fibrosis, and Utility of Noninvasive Scores in Patients With Acromegaly. J Clin Endocrinol Metab. 2023;109(1):e119-e29.
Castellanos-Fernández MI, Crespo-Ramírez E, Del Valle-Díaz S, Barreto-Suárez E, Díaz-Elías JO, Corrales-Alonso S, et al. Non-Alcoholic Fatty Liver Disease in Cuba. MEDICC Rev. 2021;23(1):64-71.
Petrie E, Gray M, Bril F. Metabolic characteristics of patients with MetALD: Caveats of a new definition. Liver Int. 2024;44(11):2929-38.
Tsutsumi T, Kawaguchi T, Fujii H, Kamada Y, Suzuki Y, Sawada K, et al. Low HDL cholesterol levels in women and hypertriglyceridemia in men: predictors of MASLD onset in individuals without steatosis. J Gastroenterol. 2025;60(7):891-904.
Djordjevic SA, Milic-Rasic V, Brankovic V, Kosac A, Dejanovic-Djordjevic I, Markovic-Denic L, et al. Glucose and lipid metabolism disorders in children and adolescents with spinal muscular atrophy types 2 and 3. Neuromuscul Disord. 2021;31(4):291-9.
Priego-Parra BA, Reyes-Diaz SA, Ordaz-Alvarez HR, Bernal-Reyes R, Icaza-Chávez ME, Martínez-Vázquez SE, et al. Diagnostic performance of sixteen biomarkers for MASLD: A study in a Mexican cohort. Clin Res Hepatol Gastroenterol. 2024;48(7):102400.
Wang D, Nan N, Bing H, He B. Controlled attenuation parameters to assess liver steatosis in obese patients with polycystic ovary syndrome. Front Endocrinol (Lausanne). 2023;14:1241734.
Obasi E, Adekanle E, Ajayi NA, Ndububa DA. Clinical Correlates of Non-alcoholic Steatohepatitis in Nigerian Patients with Metabolic Syndrome. West Afr J Med. 2022;39(4):407-14.
Liu C, Li C, Fu J, Bai L, Wang M, Song P, et al. Association between the TyG index and MAFLD and its subtypes: a population-based cross-sectional study. BMC Gastroenterol. 2025;25(1):652.
Di Bonito P, Di Sessa A, Licenziati MR, Corica D, Wasniewska MG, Morandi A, et al. Ability of triglyceride-glucose indices to predict metabolic dysfunction associated with steatotic liver disease in pediatric obesity. J Pediatr Gastroenterol Nutr. 2025;81(5):1287-95.
Guan H, Shao G, Cheng F, Ni P, Wu M. Risk factors of nonalcoholic fatty liver disease in healthy women. Medicine (Baltimore). 2023;102(31):e34437.
Yokoyama S, Honda T, Ishizu Y, Imai N, Ito T, Yamamoto K, et al. Risk factors for decreased bone mineral density in patients with metabolic dysfunction-associated steatotic liver disease: A cross-sectional study at a health examination center. Clin Nutr. 2024;43(6):1425-32.
Forouzesh P, Kheirouri S, Alizadeh M. Predicting hepatic steatosis degree in metabolic dysfunction-associated steatotic liver disease using obesity and lipid-related indices. Sci Rep. 2025;15(1):8612.
Ciardullo S, Oltolini A, Cannistraci R. Sex-related association of nonalcoholic fatty liver disease and liver fibrosis with body fat distribution in the general US population. Am J Clin Nutr. 2022;115(6):1528–34.
Flack JM, Adekola B. Blood pressure and the new ACC/AHA hypertension guidelines. Trends Cardiovasc Med. 2020;30(3):160–4.
Song X, Wu H, Zhang W, Wang B, Sun H. Equations for predicting DXA-measured visceral adipose tissue mass based on BMI or weight in adults. Lipids Health Dis. 2022;21(1):45.
Ofenheimer A, Breyer-Kohansal R, Hartl S, Burghuber OC, Krach F, Schrott A, et al. Reference values of body composition parameters and visceral adipose tissue by DXA in adults aged 18–81 years: results from the LEAD cohort. Eur J Clin Nutr. 2020;74(8):1181–91.
Nobarani S, Alaei-Shahmiri F, Aghili R, Malek M, Poustchi H, Lahouti M, et al. Visceral adipose tissue and non-alcoholic fatty liver disease in patients with type 2 diabetes. Dig Dis Sci. 2021;67(4):1389–98.
Spadaccini D, Perna S, Peroni G, D’Antona G, Iannello G, Faragli A, et al. DXA-derived visceral adipose tissue in elderly: percentiles of reference for gender and association with metabolic outcomes. Life (Basel). 2020;10(9):163.
Downloads
Published
Issue
Section
License
Copyright (c) 2025 Irfa Ghazanfar, Khadeeja Nasir, Aqsa Shahid (Author)

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.





