SH3YL1 protein plays a crucial role in mediating oxidative stress pathways leading to acute kidney injury and serves as a predictive biomarker for renal outcomes in type 2 diabetes patients [32]. The gene discussed is SH3YL1; the disease is acute kidney injury.