Background: Fibroblasts have important roles in the synthesis and remodeling of extracellular matrix (ECM) proteins during pulmonary fibrosis. However, the spatiotemporal distribution of heterogeneous fibroblasts during disease progression remains unknown. Methods: Physiological saline and silica were used to generate a chronic pulmonary fibrosis model in mice, and single-cell sequencing, spatial transcriptome sequencing, real-time fluorescent quantitative PCR, immunohistochemistry and immunofluorescence were performed to identify fibroblast subtypes. Small interfering RNA was used to specifically knockdown the target protein, and western blotting, bromodeoxyuridine (BrdU), Cell Counting Kit-8 (CCK-8) and wound healing assays were used to detect the role of GREM1/PPP2R3A in a newly identified fibroblast subtype. Results: Fibroblasts of the new subtype were mainly located in the lesion area and coexpressed inflammation- and proliferation-related genes; they were termed inflammatory-proliferation fibroblasts. Grem1 was the most highly expressed gene in this subtype, as confirmed in HPF-a cells after TGF-β1 treatment. We characterized the downstream mechanism of GREM1/PPP2R3A: these factors mediated the increases in cell viability, proliferation and migration induced by TGF-β1 in fibroblasts. Conclusion: This new subtype of inflammatory, proliferative fibroblasts plays a pivotal role during pulmonary fibrosis, and PPP2R3A, as a downstream regulatory target of GREM1, is involved in pulmonary fibrosis, providing new insights for the prevention and treatment of silicosis.