Identification of PANoptosis-related genes for idiopathic pulmonary fibrosis by machine learning and molecular subtype analysis
Abstract Idiopathic pulmonary fibrosis (IPF) is a severe interstitial lung disease characterized by a grim prognosis, in which various forms of cell death are significant contributors to its development.The objective of this study is to explore diagnostic biomarkers and molecular iphone 13 pro max price winnipeg subtypes associated with PANoptosis