A series of papers have shown that the SphK/S1P axis, especially through S1P receptor 1 (S1PR1), can reduce vascular permeability in the setting of pulmonary fibrosis, and thus, can attenuate the development of IPF [18,19,20]. The gene discussed is SPHK1; the disease is idiopathic pulmonary fibrosis.