Association between Insulin Resistance and BARD Fibrosis Risk Score in Women with Metabolic Dysfunction Associated with Steatotic Liver Disease: A Cross-Sectional Study
DOI:
https://doi.org/10.54133/ajms.v10i1.2760Keywords:
APRI index, BARD score, FIB-4, HOMA-IR, Indulin resistance, MASLDAbstract
Background: The prevalence of metabolic dysfunction-associated steatotic liver disease (MASLD) is rising, and its association with insulin resistance (IR) is well established. In many settings, liver biopsy and elastography are not universally available; therefore, simple noninvasive scores are used to estimate fibrosis risk. Objectives: To investigate the relationship between IR and non-invasive fibrosis risk scores in women with ultrasonography-identified MASLD. Methods: In this cross-sectional study, adult women with MASLD underwent fasting glucose and insulin testing to estimate HOMA-IR. Fibrosis risk was evaluated using the BARD score, APRI, and FIB-4. Group comparisons, correlation analyses, receiver operating characteristic (ROC) analysis, and multivariable models were performed. Results: HOMA-IR was significantly higher in women classified as high fibrotic risk by the BARD score (n = 96). HOMA-IR correlated positively with BARD and APRI but showed weak association with FIB-4. In multivariable analysis, higher BARD scores remained independently associated with higher HOMA-IR. Conclusions: Insulin resistance was independently associated with higher noninvasive fibrosis risk in women with MASLD, particularly as assessed by the BARD score. These findings support the clinical utility of simple scores for risk stratification where access to advanced testing is limited.
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Rinella ME, Lazarus JV, Ratziu V, Francque SM, Sanyal AJ, Kanwal F, et al. A multisociety Delphi consensus statement on new fatty liver disease nomenclature. J Hepatol. 2023;79(6):1542-1556. doi: 10.1016/j.jhep.2023.06.003. DOI: https://doi.org/10.1097/HEP.0000000000000696
Younossi ZM, Koenig AB, Abdelatif D, Fazel Y, Henry L, Wymer M. Global epidemiology of nonalcoholic fatty liver disease-Meta-analytic assessment of prevalence, incidence, and outcomes. Hepatology. 2016;64(1):73-84. doi: 10.1002/hep.28431. DOI: https://doi.org/10.1002/hep.28431
Angulo P, Kleiner DE, Dam-Larsen S, Adams LA, Bjornsson ES, Charatcharoenwitthaya P, et al. Liver fibrosis, but no other histologic features, is associated with long-term outcomes of patients with nonalcoholic fatty liver disease. Gastroenterology. 2015;149(2):389-397. doi: 10.1053/j.gastro.2015.04.043. DOI: https://doi.org/10.1053/j.gastro.2015.04.043
Ekstedt M, Franzén LE, Mathiesen UL, Thorelius L, Holmqvist M, Bodemar G, et al. Long-term follow-up of patients with NAFLD and elevated liver enzymes. Hepatology. 2006;44(4):865-873. doi: 10.1002/hep.21327. DOI: https://doi.org/10.1002/hep.21327
Sanyal AJ. Mechanisms of disease: pathogenesis of nonalcoholic fatty liver disease. Nat Clin Pract Gastroenterol Hepatol. 2005;2(1):46-53. doi: 10.1038/ncpgasthep0084. DOI: https://doi.org/10.1038/ncpgasthep0084
Bugianesi E, Gastaldelli A, Vanni E, Gambino R, Cassader M, Baldi S, et al. Insulin resistance in non-diabetic patients with non-alcoholic fatty liver disease: sites and mechanisms. Diabetologia. 2005;48(4):634-642. doi: 10.1007/s00125-005-1682-x. DOI: https://doi.org/10.1007/s00125-005-1682-x
Lomonaco R, Ortiz-Lopez C, Orsak B, Webb A, Hardies J, Darland C, et al. Effect of adipose tissue insulin resistance on metabolic parameters and liver histology in obese patients with nonalcoholic fatty liver disease. Hepatology. 2012;55(5):1389-1397. doi: 10.1002/hep.25539. DOI: https://doi.org/10.1002/hep.25539
European Association for the Study of the Liver (EASL); European Association for the Study of Diabetes (EASD); European Association for the Study of Obesity (EASO). EASL-EASD-EASO Clinical Practice Guidelines for the management of non-alcoholic fatty liver disease. J Hepatol. 2016;64(6):1388-1402. doi: 10.1016/j.jhep.2015.11.004. DOI: https://doi.org/10.1016/j.jhep.2015.11.004
Wai CT, Greenson JK, Fontana RJ, Kalbfleisch JD, Marrero JA, Conjeevaram HS, et al. A simple noninvasive index can predict both significant fibrosis and cirrhosis in patients with chronic hepatitis C. Hepatology. 2003;38(2):518-526. doi: 10.1053/jhep.2003.50346. DOI: https://doi.org/10.1053/jhep.2003.50346
Sterling RK, Lissen E, Clumeck N, Sola R, Correa MC, Montaner J, et al. Development of a simple noninvasive index to predict significant fibrosis in patients with HIV/HCV coinfection. Hepatology. 2006;43(6):1317-25. doi: 10.1002/hep.21178. DOI: https://doi.org/10.1002/hep.21178
Harrison SA, Oliver D, Arnold HL, Gogia S, Neuschwander-Tetri BA. Development and validation of a simple NAFLD clinical scoring system for identifying patients without advanced disease. Gut. 2008;57(10):1441-1447. doi: 10.1136/gut.2007.146019. DOI: https://doi.org/10.1136/gut.2007.146019
Al-Ani MI, Salman HH, Abdulqader SK, Akram NN, Bakr GM. Association between non-alcoholic fatty liver disease and subclinical atherosclerosis: A study of carotid intima-media thickness. Al-Rafidain J Med Sci. 2025;9(2):103-108. doi:10.54133/ajms.v9i2.2391. DOI: https://doi.org/10.54133/ajms.v9i2.2391
Akkila SS, Noel KI, Ibraheem MM. Adipose tissue elastography, anthropometric parameters and non-alcoholic fatty liver disease in obese adults: A Cross-sectional study. Al-Rafidain J Med Sci. 2025;8(2):30-34. doi: 10.54133/ajms.v8i2.1782. DOI: https://doi.org/10.54133/ajms.v8i2.1782
Matthews DR, Hosker JP, Rudenski AS, Naylor BA, Treacher DF, Turner RC. Homeostasis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man. Diabetologia. 1985;28(7):412-419. doi: 10.1007/BF00280883. DOI: https://doi.org/10.1007/BF00280883
Gayoso-Diz P, Otero-González A, Rodriguez-Alvarez MX, Gude F, García F, De Francisco A, et al. Insulin resistance (HOMA-IR) cut-off values and the metabolic syndrome in a general adult population: effect of gender and age: EPIRCE cross-sectional study. BMC Endocr Disord. 2013;13:47. doi: 10.1186/1472-6823-13-47. DOI: https://doi.org/10.1186/1472-6823-13-47
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