Ontology highlight
ABSTRACT: Background
Diabetic peripheral neuropathic pain (DPNP) is one of the most common complications in diabetic patients. Current treatment strategies primarily focus on blood glucose control and pain relief, but they often yield limited effects. Ferroptosis, a regulated form of cell death driven by lipid peroxidation and iron imbalance, plays a crucial role in various diseases, including neuropathic pain.Methods
In this study, we employed a combined bioinformatics and machine learning approach to identify genes most strongly associated with DPNP and ferroptosis. Subsequently, we established a DPNP mouse model via streptozotocin (STZ) injection and a high-glucose-induced SH-SY5Y cell injury model. ALOX15 was knocked down in the in vitro model using siRNA transfection.Results
SUBMITTER: Feng Z
PROVIDER: S-EPMC12087304 | biostudies-literature | 2025 May
REPOSITORIES: biostudies-literature