Prediction of Multidimensional Post-Translational Modification Profiles in Idiopathic Pulmonary Fibrosis Based on Substrate Availability via Non-Targeted Metabolomics
This study utilizes non-targeted metabolomics of idiopathic pulmonary fibrosis (IPF) lung tissue to demonstrate that the dramatic upregulation of specific small-molecule substrates serves as a predictive "building block library" for reconstructing a complex, multidimensional landscape of post-translational modifications, offering a cost-effective alternative to traditional multi-omics approaches for understanding fibrosis mechanisms.