In patients with idiopathic inflammatory myopathy, the presence of the melanoma differentiation-associated gene 5 (MDA5) antibody carries an extremely poor prognosis as a result of the associated interstitial lung disease (ILD) that is often rapidly progressive and refractory to therapies. Management of anti-MDA5 associated ILD is a challenging task as there is a paucity of clinical data and treatment guidelines in the literature. We hereby describe a proposed protocol for a multicenter randomized controlled trial to compare the efficacy of intravenous cyclophosphamide and obinutuzumab in combination with high-dose glucocorticoids and tacrolimus in terms of mortality at six months (primary outcome). The epidemiology, pathogenesis and treatment options of anti-MDA5 associated ILD are briefly reviewed.