We present a comprehensive case report of a middle-aged woman with anti-MDA5 dermatomyositis complicated by RP-ILD and multiple concurrent thoracic complications, followed by a systematic review of similar cases in the literature to enhance the understanding of this challenging clinical entity. Here, IFIH1 is linked to interstitial lung disease.