Primary failure is the most common complication of newly created arteriovenous fistulas (AVFs) and an important contributor to end stage renal disease (ESRD) patients' morbidity and mortality. Recently, the investigators have found that high intensity atorvastatin (40 mg/day) reduces AVF primary failure significantly when compared to other statins or no statin treatment in three separate prospective and retrospective studies done in collaboration with the University of Miami. Based on these findings and considering the necessity for a therapy to improve AVF maturation rates, the investigators propose the realization of a feasibility pilot double blinded randomized controlled trial (RCT). In this study, a total of 50 patients will be randomly allocated to receive high intensity atorvastatin (40 mg daily) or placebo starting at two weeks before surgery and until the end of the observational period (6 weeks after surgery). Present trial will reveal crucial feasibility information such as the appropriateness of the eligibility criteria, patient recruitment and retention rates, compliance, adverse events, efficacy of patient follow-ups, and readiness of the facilities and involved personnel; while having as a secondary endpoint the predictive measurements of diameter and AVF blood flow 6 weeks after fistula creation useful for the estimation of the probable effect of proposed intervention. Here, the investigators aim to pave the way for a future multicenter Phase II RCT seeking to prove the efficacy of atorvastatin therapy as a perioperative intervention to reduce AVF primary failure.