Abstract This present study carried out a systematic review and meta-analysis of peptide nanoparticles in diabetes management for improved patient outcomes from 2014 to 2024. Different electronic databases. including PubMed. Scopus. https://www.sunsetnoveltiers.shop/product-category/tees/