GRAMD1C and neoplasm: Cell-cell communication analysis further indicated that CAMP-high neutrophils exhibited strengthened signaling with fibroblasts and epithelial cells, particularly involving key ligands such as CXCL, COL1, and LAMC; RCT effectively suppressed tumor-specific inflammatory and extracellular matrix remodeling signals.