Generalized pustular psoriasis (GPP) is considered to be a distinct clinical entity from psoriasis vulgaris (PV), with different clinical and histological manifestations. The pathogenesis of GPP has not been thoroughly elucidated, especially in those patients lacking interleukin (IL)36RN. In present study, we performed RNA sequence analysis on skin lesions from 10 GPP patients (4 with and 6 without IL36RN mutation) and 10 PV patients without IL36RN mutation. Compared with PV, significantly overexpressed genes in GPP patients were enriched in IL‐17 signalling pathway (MMP1, MMP3, DEFB4A and DEFB4B, etc.) and associated with neutrophil infiltration (MMP1, MMP3, ANXA and SERPINB, etc.). GPP with IL36RN mutations evidenced WNT11 upregulation and IL36RN downregulation in comparison to those GPP without IL36RN mutations. The expression of IL‐17A/IL‐36 in skin or serum and the origin of IL‐17A in skin were also investigated. IL‐17A expression in skin was significantly higher in GPP than PV patients, whereas, there were no differences in skin IL‐36α/IL‐36γ/IL‐36RA or serum IL‐17A/IL‐36α/IL‐36γ between GPP than PV. Besides, double immunofluorescence staining of MPO/IL‐17A or CD3/IL‐17A further confirmed that the majority of IL‐17A in GPP skin was derived from neutrophils, but not T cells. These data emphasized the role of neutrophil‐derived IL‐17A in the pathogenesis of GPP with or without IL36RN mutations. Targeting neutrophil‐derived IL‐17A might be a promising treatment for GPP.