Systemic Sclerosis (SSc) is a rare but potentially deadly connective tissue disease. Its pathophysiology remains partly unknown but combines auto-immunity, small and large vessels involvement and fibrosis of the connective tissue, affecting all organs. Skin features are considered as diagnostic and prognosis markers and include for some patients the presence of pigmentary disorders. In this work, we looked into pigmentary disorders in SSc and their relationship with the pathophysiology of the disease. First, we analyzed the presence of pigmentary disorders among a local cohort of 239 patients as well as their association with systemic involvement in the disease. We have found that diffuse hyperpigmentation was associated with an increased risk of vascular involvement in SSc, particularly digital ulcers. Then, we investigated the molecular basis behind this association. Proteins of the CCN (CYR61 / CTGF / NOV) family are multimodular proteins secreted in the extra-cellular matrix, where they take part in numerous biological processes, such as cell proliferation, adhesion, collagen secretion. Within this family, CCN3 (also called NOV) is a promising candidate, being implicated both in angiogenesis and epidermal homeostasis. We studied CCN3 expression in the skin of SSc patients presenting or not pigmentary disorders, as compared to healthy controls. We found that CCN3 expression was particularly decreased in the dermal vessels in situ, as well as in endothelial cells in vitro. CCN3 inhibition in endothelial cells resulted in altered angiogenesis in vitro, through a decrease in cell migration. We also studied CCN3 expression in SSc epidermis. SSc patients presenting hyperpigmentation exhibited decreased CCN3 in their melanocytes as well as increased CCN3 in their keratinocytes, compared to patients without pigmentary disorders. Overall, CCN3 represents a promising therapeutic lead for SSc patients with vascular involvement, which could bespotted early thanks to the presence of hyperpigmentation.