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The potential of insulin resistance indices to predict non-alcoholic fatty liver disease in patients with type 2 diabetes.
- Source :
-
BMC endocrine disorders [BMC Endocr Disord] 2024 Dec 04; Vol. 24 (1), pp. 261. Date of Electronic Publication: 2024 Dec 04. - Publication Year :
- 2024
-
Abstract
- Background: The triglyceride-glucose (TyG) index and related parameters, as well as the Homeostatic Model Assessment for Insulin Resistance (HOMA-IR), have been developed as insulin resistance markers to identify individuals at risk for non-alcoholic fatty liver disease (NAFLD). However, its use for predicting NAFLD in patients with type 2 diabetes mellitus (T2DM) remains unclear. In this study, we aimed to observe the performance of insulin resistance indices in diagnosing NAFLD combined with T2DM and to compare their diagnostic values in clinical practice.<br />Patients and Methods: Overall, 268 patients with T2DM from the Endocrinology Department of Jiangsu Provincial Hospital of Traditional Chinese Medicine were enrolled in this study and divided into two groups: an NAFLD group (T2DM with NAFLD) and a T2DM group (T2DM without NAFLD). General information and blood indicators of the participants were collected, and insulin resistance indices were calculated based on these data. Receiver operating characteristic (ROC) analysis was conducted to calculate the area under the curve (AUC) for insulin resistance-related indices, aiming to assess their ability to discriminate between T2DM patients with and without NAFLD.<br />Results: ROC analysis revealed that among the five insulin resistance-related indices, four parameters (TyG, TyG-body mass index [BMI], TyG-waist circumference [WC], and TyG- (waist-hip ratio [WHR]) exhibited high predictive performance for identifying NAFLD, except for HOMA-IR (AUCs:0.710,0.738,0.737 and 0.730, respectivly). TyG-BMI demonstrated superior predictive value, especially in males. For males, the AUC for TyG-BMI was 0.764 (95% confidence interval [CI] 0.691-0.827). The sensitivity and specificity for male NAFLD were 90.32% and 47.89%, respectively. Moreover, in the Generalized linear regression models, there were positive associations of TyG, TyG-BMI, TyG-WC, TyG-WHR, and HOMA-IR with controlled attenuation parameter (CAP), with β values of 21.30, 0.745, 0.247, and 2.549 (all P < 0.001), respectively.<br />Conclusion: TyG-BMI is a promising predictor of NAFLD combined with T2DM, particularly in lean male patients.<br />Competing Interests: Declarations. Ethics approval and consent to participate: The study protocol was approved by the Ethics Committee of Jiangsu Province Hospital of Traditional Chinese Medicine, with a waiver of informed consent. All methods were conducted in accordance with relevant guidelines and regulations. Consent for publication: Not applicable. Competing interests: The authors declare no competing interests.<br /> (© 2024. The Author(s).)
- Subjects :
- Humans
Male
Female
Middle Aged
Blood Glucose analysis
Biomarkers blood
Body Mass Index
Prognosis
Adult
Triglycerides blood
Aged
Waist Circumference
ROC Curve
Diabetes Mellitus, Type 2 complications
Diabetes Mellitus, Type 2 blood
Diabetes Mellitus, Type 2 diagnosis
Non-alcoholic Fatty Liver Disease blood
Non-alcoholic Fatty Liver Disease diagnosis
Non-alcoholic Fatty Liver Disease complications
Insulin Resistance
Subjects
Details
- Language :
- English
- ISSN :
- 1472-6823
- Volume :
- 24
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- BMC endocrine disorders
- Publication Type :
- Academic Journal
- Accession number :
- 39633354
- Full Text :
- https://doi.org/10.1186/s12902-024-01794-z