 This study found that certain factors such as heart failure, peripheral artery disease, obesity, diabetes, and systemic inflammation can be used to predict arteriovenous fistula maturation failure. These factors should be taken into consideration when assessing the risk of developing this condition. This article was authored by Rika Caller, Eliza Russo, Emile Marion Arbenasi, and others.