Notably, this association remained significant even after adjustment for known predictors of insulin resistance, such as age, sex, diabetes duration, BMI, plasma triglycerides, CKD, LSM and glycaemic control, including daily insulin dose. The gene discussed is INS; the disease is chronic kidney disease.