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Despite the ever-evolving technological advancements in mass spectrometry,the task to "translate" the large volume of mass spectral information collected by metabolomics to chemical structures remains challenging due to the limited metabolite entries in prevalent databases.Herein,we developed a metabolic pathway extension approach(MPEA)to fast and reliable identification of new biomarkers that are not included in databases.