Lipids in Health and Disease · 2020 · 71 citations · 31 references
MedicineHealth SciencesDisease PreventionEpidemiologic MethodsEpidemiologyDiabetes MellitusInsulin ResistanceLiver DiseaseMetabolic Liver DiseaseMetabolic SyndromeCox RegressionLongitudinal Association StudiesMetabolic Risk AssessmentNonalcoholic Fatty Liver Disease-associated Insulin ResistancePost Hoc AnalysisPost Hoc Subgroup AnalysisProspective Cohort Data
BACKGROUND: Both triglyceride glucose-body mass index (TyG-BMI) and non-alcoholic fatty liver disease (NAFLD) are linked to insulin resistance (IR). Prospective studies linking TyG-BMI to NAFLD have been limited by short follow-up. This study investigated the longitudinal association between TyG-BMI and NAFLD occurrence in the non-obese Chinese individuals. METHODS: This study determined TyG-BMI at baseline and the incidence of NAFLD at follow-up and performed a post hoc analysis of a prospective cohort study that involved assessing the risk of NAFLD in non-obese Chinese residents from January 2010 to December 2014. The incidence of NAFLD during the 5-year follow-up was identified as the endpoint. Cox proportional hazards regression analysis was used to evaluate hazard ratios (HRs) and 95% confidence intervals (95% CIs) for the incidence of NAFLD. Receiver operating characteristic (ROC) curve analysis was conducted to estimate the predictive power of TyG-BMI and its components for NAFLD. Subgroup analysis was performed to better understand other factors that may affect the association between TyG-BMI and NAFLD to identify potential special populations. RESULTS: During the follow-up period, 841 (8.61%) of 9767 non-obese subjects who met the screening criteria were diagnosed with NAFLD. After confounding factors were fully adjusted for, the HR of NAFLD was 3.09 (95% CI 2.63-3.63) per standard deviation (SD) increase in TyG-BMI. Furthermore, TyG-BMI had a strong predictive value (area under ROC = 0.85; 95% CI 0.84-0.86) for the incidence of NAFLD, with a specificity of 0.73 and sensitivity of 0.82. Additionally, in the male population, each SD increase in TyG-BMI was linked to an increased risk of NAFLD (HR = 2.85, 95% CI 2.30-3.53), but the risk was higher in the female population (HR = 3.58, 95% CI 2.80-4.60). Gender and TyG-BMI interacted significantly with NAFLD incidence (P < 0.0001). CONCLUSION: In the normolipidaemic and non-obese subset of the Chinese population, an increase in TyG-BMI is related to an increased incidence of NAFLD. TyG-BMI may have clinical significance in identifying groups at high risk of NAFLD.
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Luis E. Simental‐Mendía, Martha Rodríguez‐Morán, Fernando Guerrero‐Romero · Metabolic Syndrome and Related Disorders · 2008 · 2.5K citations
Medicine, Endocrinology, Diabetology +15
Fernando Guerrero‐Romero, Luis E. Simental‐Mendía, Manuel González-Ortı́z et al. · The Journal of Clinical Endocrinology & Metabolism · 2010 · 2.3K citations · Full text
Medicine, Endocrinology, Diabetology +15