Deficiency in O‐GlcNAcylation disperses PCM1 and CEP131, impairs the connections between microtubules and the centrosome, and disturbs cell polarity, which could be an underlying mechanism of pulmonary fibrosis. Here, CEP131 is linked to pulmonary fibrosis.