AIP and Hyperglycemia: This study for the first time showed the relationships of smoking and alcohol drinking with recently proposed lipid-related indices in women with hyperglycemia: Smoking was positively associated with high LDL-C/HDL-C ratio, AIP, and CMI, whereas alcohol drinking was inversely associated with high LDL-C/HDL-C ratio, AIP, LAP, and CMI.