Prurigo nodularis (PN) is a chronic inflammatory skin disease characterized by intense itch and predominantly affects African Americans (AA). Little is known about its pathogenesis and there are currently no FDA approved therapies for PN. To further characterize single cell interactions in the skin we performed imaging mass cytometry (IMC) from prospectively collected formalin-fixed, paraffin-embedded skin biopsies of 12 PN patients and 4 healthy controls (HC). Sections were stained with a panel of 19 isotopic antibodies against immune and epithelial markers. Machine learning was used to segment cells via the bodenmiller pipeline with analysis done in histoCAT. Unsupervised clustering revealed PN patients have unique populations of CD14+ macrophages, keratinocytes (KC), CD11C+CD14+ myeloid dendritic cells (mDC), CD3+ T cells, sMA+ endothelial smooth muscle cells (ESM), CD63+ cells, CD33+ cells, and CD15+ myeloid cells. PN also had an increase in CD15+ myeloid cells (50±87 vs 21±19, p=0.02), CD14+ macrophages expressing pERK1/2 (47±60 vs 9±5, p=0.002), and CD14+KCs (331±565 vs 21±33, p=0.008). Both percentage and absolute number of circulating blood eosinophils correlated positively with CD3+ cells (r=0.955, p=0.003; r=.8929, p=0.01) and negatively with vimentin (r=-0.8469, p=0.02; r=-0.8214, p=0.03) and pERK (r=-0.8108, p=0.04; r=-0.7857, p=0.05). Neighborhood-based single cell analysis revealed CD14+ KCs interacting with CD14+ macrophages and ESM interacting with CD14+ macrophages, CD63+ cells, and CD11C+CD14+ mDCs (p<0.05). Itch intensity positively correlated with frequencies of CD14+ pERK macrophages (r=0.861, p=0.006). The discovery of CD14+ pERK macrophages correlating with itch and interacting with activated KCs may serve as a target for future therapies in PN.