PXDN and neoplasm: In our analyses, peroxidasin clustered in a tumour-enriched collagen-modifying protein subnetwork, which together with our identification of a tumour-enriched collagen hydroxylation functional network, implies that collagen modifications and modulation of collagen cross-linking are key characteristics of early-stage NSCLC.