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Pleuroparenchymal fibroelastosis (PPFE) is a progressive interstitial lung disease (ILD) with defining histology of intra-alveolar fibrosis with septal elastosis (AFE), suggesting unique cellular disease processes. Here, we present a binational single-nucleus RNA sequencing atlas of PPFE, based on explanted lungs from 40 patients. Immunofluorescence microscopy, RNA in situ hybridization, micro-computed tomography (CT), and hierarchical phase-contrast (HiP) synchrotron CT provided spatial context. We identify PPFE-associated adventitial and elastofibrotic fibroblasts as key drivers of elastotic remodeling within an inflammatory microenvironment, maintained by immune cells forming tertiary lymphoid structures. Spatial mapping reveals an intriguing zonation of AFE, maintained by intercellular circuits between PPFE-associated cell types. Comparative analysis with idiopathic pulmonary fibrosis highlights CTHRC1+ fibrotic fibroblasts and aberrant basaloid cells as conserved profibrotic cellular machinery mediating collagen deposition across ILDs. This integrative atlas defines the cellular landscape of PPFE and dissects elastotic from fibrotic remodeling, providing a molecular rationale for niche-specific therapeutic strategies.