In this review, four diseases, AE of IPF, CADM, EGFR-TKI-induced lung injury, and COVID-19, which lead to rapid progressive ILD and respiratory failure, are reviewed. This evidence concerns the gene EGFR and clinically amyopathic dermatomyositis.