In recent years, the concentration of PM2.5 in China has decreased, while the concentration of ozone remains rising. Exposure to ozone contributes to respiratory illnesses; however, little is known about the underlying molecular mechanisms. The present study established an ozone-induced lung injury mice model to investigate potential molecular biomarkers and toxic mechanisms. Collected and analyzed the ozone pollution data in Xinxiang city from 2015 to 2022. At the same time, 24 male C57BL/6 mice were randomly assigned to control group and ozone exposure group. The ozone exposure concentration is 1ppm, with 4h of daily exposure for 33 consecutive days. HE staining was used to assess lung histological alterations and lung injury. High-throughput sequencing performed on the lung tissues of mice was used to analyze the differential expressed genes and signal transduction pathways. Xinxiang city is suffering from ozone pollution, especially in summer. HE staining showed that the ozone exposure could induce obvious inflammatory cell infiltration, alveolar wall thickening, or fracture. Transcriptome data revealed that there is a 145 differentially expressed genes between two groups and the genes enriched in PPAR signaling pathway, ferroptosis. The pivotal genes in the PPAR pathway including Adipoq, Lpl, Pck1, and Plin1 expression were significantly reduced. Additionally, the expression of Acsl6 and Scl7a11, which are close to PPAR pathway and ferroptosis has decreased. Ozone exposure could disrupt the lipid metabolism balance via downregulating lipid peroxidation-related genes through the PPAR signaling pathway, which further induced lung cell ferroptosis and aggravated lung injury in mice.