Dhindsa et al. noticed that SPDL1 was significantly upregulated in the lung tissues of patients with IPF, and the results of the variant level analysis demonstrated a novel correlation between IPF and a rare missense variant of SPDL1 [52]. The gene discussed is SPDL1; the disease is idiopathic pulmonary fibrosis.