Other covariates significantly associated with the development of AKI included male sex, intra-thoracic surgery, intra-abdominal surgery, surgery with large fluid shifts, emergency surgery, the presence of CKD, BMI, the use of insulin, hypertension, CVA, pre-operative hematocrit and intra-operative use of vasopressors. The gene discussed is INS; the disease is chronic kidney disease.