The purpose of this study was therefore to elucidate the relationships of habitual smoking and alcohol drinking with lipid-related indices including LDL-C/HDL-C ratio, AIP, LAP and CMI in Japanese women with hyperglycemia. This evidence concerns the gene AIP and Hyperglycemia.