Abstract Background and Aims Acute kidney injury (AKI) is a public health problem that seriously endangers human health. The exact pathogenesis of AKI has not been fully elucidated. Previous studies have shown that the immune system plays a key role in the inflammatory response of AKI in the acute phase, especially innate immunity. Recent discoveries have highlighted that neutrophils, in particular the neutrophil extracellular traps (NETs), have central roles in the occurrence and development of AKI. However, the specific role and mechanism of NETs in AKI of different etiologies are remain unclear. This study aimed to investigate the role of NETs in the development of cisplatin-induced AKI and provide potential therapeutic targets for AKI treatment. Method Wild-type (WT) and NETs-deficient (PAD4-/-) mouse models of AKI were constructed by intraperitoneal injection of cisplatin. Mice were weighed at 24, 48, and 72 hours after modeling, and sacrificed at 72 hours. Serum and kidney specimens were collected for renal function analysis, pathological, immunohistochemical staining, and molecular biology experiments. Mouse bone marrow neutrophils were isolated from healthy mouse. NETs were induced in vitro by adding phorbol 12 myristate 13-acetate (PMA). Primary renal tubular epithelial cells (TECs) of mouse kidney were extracted, and the cells were collected after 24 h of cisplatin and cisplatin combined with NETs intervention, respectively. The inflammatory indicators such as TNF-α, IL-1β, MCP-1, and renal injury indicators such as KIM-1 and Ngal were detected by RT-PCR. Results Compared with the WT-cisplatin group, the PAD4-/- -cisplatin group showed a reduced degree of weight loss after modeling, lower serum creatinine and urea nitrogen levels, and significantly improved renal function. The PAD4-/- -cisplatin group showed a significant decrease in the inflammatory indicators TNF-α, IL-1β, IL-6, and renal injury indicators KIM-1 and Ngal. Cisplatin intervention for 6 hours could induce the generation of NETs. Compared with the cisplatin intervention group, the expression of inflammatory indicators TNF-α, IL-1β, and MCP-1 were significantly higher in the cisplatin combined with NETs intervention TECs group. Conclusion Cisplatin directly induces neutrophils to generate NETs, which can exacerbate cisplatin-induced injury to TECs in vitro. The inhibition of NETs by PAD4-/- improves cisplatin-induced AKI. The inhibition of NETs may be a novel target for the treatment of cisplatin AKI.