Diagnostic Performance of Non-Invasive Tests in Assessing Liver Fibrosis Among Type 2 Diabetes Mellitus
Keywords:
Type 2 Diabetes Mellitus, fibrosis, non-alcoholic fatty liver disease (NAFLD), Liver cirrhosis, Diagnostic accuracyAbstract
Background: Noninvasive tools for assessing liver fibrosis are essential, especially in patients with Type 2 Diabetes Mellitus (T2DM) who are at high risk of developing metabolic dysfunction-associated fatty liver disease (MAFLD). This study aimed to evaluate the correlation between the diagnostic accuracy of the Fibrosis-4 Index (FIB-4), aminotransferase-to-platelet ratio index (APRI), and NAFLD fibrosis score (NFS) and the diagnostic accuracy of FibroScan® in Indonesian patients with T2DM. Methods: This cross-sectional study enrolled 80 outpatients with T2DM. Liver fibrosis was evaluated using FibroScan®. FIB-4, APRI, and NFS were calculated using routine clinical and laboratory parameters. Correlations between noninvasive scores and liver stiffness measurement (LSM) were analyzed. Receiver operating characteristic (ROC) curve analysis was used to assess the diagnostic performance for significant fibrosis (≥F2) and cirrhosis (F3-F4). Results: MAFLD was present in 67.5% of subjects; significant fibrosis and cirrhosis were found in 25% and 7.5% of subjects, respectively. FIB-4 and NFS showed significant correlations with LSM (ρ = 0.291 and 0.296; p < 0.01), whereas APRI did not. FIB-4, APRI, and NFS demonstrated fair to good diagnostic performance for significant fibrosis (area under the curve (AUC) 0.693, 0.685, 0.693) and excellent performance for cirrhosis (AUC 0.825, 0.860, 0.870). Female sex and HOMA-IR were independent predictors of significant fibrosis; AST and platelet count were predictive of cirrhosis. Conclusion: FIB-4, APRI, and NFS are effective and affordable screening tools for initial fibrosis in patients with T2DM, particularly in low-resource settings. The combination of these measures may enhance the detection of at-risk individuals for referral and further management.References
Naskar A, Mondal A, Chatterjee R, De RD, Roy S. Assessing liver fibrosis in type 2 diabetes mellitus patients with metabolic dysfunction-associated steatotic liver disease: the role of non-invasive scoring systems and associated factors. Cureus. 2024.
Lee J, Vali Y, Boursier J, et al. Prognostic accuracy of fib‐4, nafld fibrosis score and apri for nafld‐related events: a systematic review. Liver International. 2021;41(2):261-70.
Naguib M, Elfotouh MA, Wifi MN. Elevated serum cyclophilin D level is associated with nonalcoholic fatty liver disease and higher fibrosis scores in patients with diabetes mellitus. International Journal of General Medicine. 2021;14:4665-75.
Sanyal AJ, Harrison SA, Ratziu V, et al. The natural history of advanced fibrosis due to nonalcoholic steatohepatitis: data from the simtuzumab trials. Hepatology. 2019;70(6):1913-27.
Yi M, Peng W, Teng F, Kong Q, Chen Z. The role of noninvasive scoring systems for predicting cardiovascular disease risk in patients with nonalcoholic fatty liver disease: a systematic review and meta-analysis. European journal of gastroenterology & hepatology. 2022;34(12):1277-84.
Amernia B, Moosavy SH, Banookh F, Zoghi G. FIB-4, APRI, and AST/ALT ratio compared to fibroscan for the assessment of hepatic fibrosis in patients with non-alcoholic fatty liver disease in Bandar Abbas, Iran. BMC Gastroenterology. 2021;21(1).
Sun W, Cui H, Li N, et al. Comparison of FIB‐4 index, NAFLD fibrosis score and BARD score for prediction of advanced fibrosis in adult patients with non‐alcoholic fatty liver disease: a meta‐analysis study. Hepatology Research. 2016;46(9):862-70.
Mosca A, Comparcola D, Romito I, et al. Plasma N‐terminal propeptide of type iii procollagen accurately predicts liver fibrosis severity in children with non‐alcoholic fatty liver disease. Liver International. 2019;39(12):2317-29.
Keskin EB, Çoban G. Evaluation of liver biopsy findings and comparison with noninvasive fibrosis scores in patients with non-alcoholic steatohepatitis. Medeniyet Medical Journal. 2019.
Lawitz E, Reiberger T, Schattenberg JM, et al. Safety and pharmacokinetics of bi 685509, a soluble guanylyl cyclase activator, in patients with cirrhosis: a randomized phase Ib study. Hepatology Communications. 2023;7(11).
Gülcicegi D, Hannemann J, Bürger M, et al. Spleen stiffness measurements during recompensation in patients with acutely decompensated liver cirrhosis: preliminary findings of a pilot study. Frontiers in Medicine. 2024;11.
Lédinghen Vd, Vergniol J, Foucher J, El-Hajbi F, Merrouche W, Rigalleau V. Feasibility of liver transient elastography with FibroScan® using a new probe for obese patients. Liver International. 2010;30(7):1043-8.
Fallatah HI, Akbar HO, Fallatah AM. Fibroscan compared to FIB-4, APRI, and AST/ALT ratio for assessment of liver fibrosis in Saudi patients with nonalcoholic fatty liver disease. Hepatitis Monthly. 2016;16(7).
Castéra L, Bernard PH, Bail BL, et al. Transient elastography and biomarkers for liver fibrosis assessment and follow-up of inactive Hepatitis B carriers. Alimentary Pharmacology & Therapeutics. 2011;33(4):455-65.
Sterling RK, Lissen E, Clumeck N, et al. Development of a simple noninvasive index to predict significant fibrosis in patients with HIV/HCV Coinfection. Hepatology. 2006;43(6):1317-25.
Angulo P, Bugianesi E, Björnsson ES, et al. Simple noninvasive systems predict long-term outcomes of patients with nonalcoholic fatty liver disease. Gastroenterology. 2013;145(4):782-9.e4.
Pοlyzos SA, Slavakis A, Koumerkeridis G, Katsinelos P, Kountouras J. Noninvasive liver fibrosis tests in patients with nonalcoholic fatty liver disease: an external validation cohort. Hormone and Metabolic Research. 2018;51(02):134-40.
Arrayhani M, Houssaïni TS, Tazi N, et al. Non invasive assessment of liver fibrosis in chronic hemodialysis patients with viral hepatitis C. Pan African Medical Journal. 2015;22.
Ding R, Zhou X, Huang D, et al. Nomogram for predicting advanced liver fibrosis and cirrhosis in patients with chronic liver disease. BMC Gastroenterology. 2021;21(1).
Kang NL, Ruan QF, Zhang D, et al. Advantages of a novel model for predicting hepatic fibrosis in chronic hepatitis B virus carriers compared with APRI and FIB-4 scores. Journal of Clinical and Translational Hepatology. 2022;10(3):412-9.
Zhang Z, Wang J, Zhu L, et al. Optimization of the use of APRI and FIB‐4 for ruling out liver cirrhosis in chronic hepatitis B patients with normal alanine aminotransferase. Journal of Viral Hepatitis. 2025;32(2).
Pestana NF, Equi CM, Gomes CP, et al. Aminotransferase-to-platelet ratio index and fibrosis-4 index score predict hepatic fibrosis evaluated by transient hepatic elastography in hepatitis C virus-infected hemodialysis patients. European journal of gastroenterology & hepatology. 2021;33(1S):e260-e5.
Rollet‐Kurhajec KC, Moodie EEM, Walmsley S, Cooper C, Pick N, Klein MB. Hepatic fibrosis progression in hiv-hepatitis C virus co-infection – the effect of sex on risk of significant fibrosis measured by aspartate-to-platelet ratio index. PloS one. 2015;10(6):e0129868.
Nataraj KS, Schonfeld M, Rodriguez A, Tikhanovich I. Protective role of 17β-estradiol in alcohol-associated liver fibrosis is mediated by suppression of integrin signaling. Hepatology Communications. 2024;8(5).
Lee KG, Seo YS, An H, et al. Usefulness of non‐invasive markers for predicting liver cirrhosis in patients with chronic hepatitis B. Journal of gastroenterology and hepatology. 2009;25(1):94-100.
Beaton M, Guyader D, Deugnier Y, Moirand R, Chakrabarti S, Adams PC. Noninvasive prediction of cirrhosis in C282y-linked hemochromatosis. Hepatology. 2002;36(3):673-8.
Swifee YM, Makhlouf NA, Darwish M, Khalil NK, Mahmoud A, Medhat A. Impact of two sofosbuvir-containing regimens on the haematological and biochemical profiles of Egyptian patients with hepatitis c-related compensated cirrhosis. Journal of Gastroenterology and Hepatology Research. 2019;8(1):2811-8.
Crawford DH, Murphy TL, Ramm LE, et al. Serum hyaluronic acid with serum ferritin accurately predicts cirrhosis and reduces the need for liver biopsy in c282y hemochromatosis. Hepatology. 2009;49(2):418-25.
Wang R, Zhang Q, Zhao S, et al. Gamma-Glutamyl transpeptidase to platelet ratio index is a good noninvasive biomarker for predicting liver fibrosis in chinese chronic hepatitis B patients. Journal of International Medical Research. 2016;44(6):1302-13.
Ciardullo S, Muraca E, Perra S, et al. Screening for non-alcoholic fatty liver disease in type 2 diabetes using non-invasive scores and association with diabetic complications. BMJ Open Diabetes Res Care. 2020;8(1).
Adrian T, Hornum M, Knop FK, et al. Hepatic fibrosis evaluated in patients with type 2 diabetes with and without chronic kidney disease. Nephron. 2023;147(11):673-84.
Akin S, Gungor O, Boyuk B, Erman H. Factors related to the presence of nonalcoholic fatty liver disease in patients with type 2 diabetes: a single center study. Clin Exp Hepatol. 2023;9(3):272-8.
Lopez Torrez SM, Ayala CO, Ruggiro PB, et al. Accuracy of prognostic serological biomarkers in predicting liver fibrosis severity in people with metabolic dysfunction-associated steatotic liver disease: a meta-analysis of over 40,000 participants. Front Nutr. 2024;11:1284509.
Blank V, Petroff D, Beer S, et al. Current NAFLD guidelines for risk stratification in diabetic patients have poor diagnostic discrimination. Scientific reports. 2020;10(1):18345.
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Copyright (c) 2026 Annisa Zahra Mufida, Amal Arifi Hidayat, Ricky Indra Alfaray, Ulfa Kholili, Sony Wibisono, Titong Sugihartono, Nurike Setiyari Mudjari, Robert Dwitama Adiwinoto, Febri Kurniawati, Muhammad Miftahussurur

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