Focusing on the most abundant fibroblast cluster, CCN5+PTX3+ FBs and comparing only ARA patients, there is a clear set of ‘activation genes’ in early-stage SSc, with fewer overexpressed genes during the later stage disease. Here, CCN5 is linked to systemic sclerosis.