Development and application of a novel model to predict the risk of non-alcoholic fatty liver disease among lean pre-diabetics with normal blood lipid levels

Table 1 Multivariate logistic regression analysis of NAFLD risk predictors among non-obese pre-diabetics with normal blood lipid levels

Variables	Estimate	Standard error	z	P	Odds ratio	Confidence Interval (2.5%)	Confidence Interval (2.5%)
Intercept	−25.958	2.326	−11.162	< 0.001	0.000	0.000	0.000
GGT	0.004	0.002	2.121	0.034	1.004	1.001	1.009
ALT/AST	1.267	0.222	5.702	< 0.001	3.551	2.293	5.490
FPG	0.797	0.213	3.740	< 0.001	2.218	1.455	3.357
TG/HD-C	1.359	0.250	5.442	< 0.001	3.893	2.387	6.357
TC	0.422	0.138	3.054	0.002	1.525	1.168	2.009
UA	0.001	0.001	1.565	0.117	1.001	9.996	1.003
BMI	0.656	0.081	8.125	< 0.001	1.928	1.654	2.271

ALT alanine aminotransferase, AST aspartate aminotransferase, BMI body mass index, FPG fasting plasma glucose, GGT γ-glutamyltranspeptidase, HDL-C high-density lipoprotein cholesterol, NAFLD nonalcoholic fatty liver disease, TC total cholesterol, TG triglyceride, UA uric acid

ISSN: 1476-511X