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In this study, a strategy of precursor ion selected acquisition coupled with target and nontarget data mining was established to systematically characterize the chemical constituents of traditional Chinese medicines. This strategy consisted of four steps: (1) precursor ion selected acquisition was developed to trigger additional tandem mass spectrometry fragmentation reactions, especially for trace constituents; (2) in\u2010house database of compounds was established and diagnostic characteristics were summarized; (3) compounds were identified by target and nontarget data mining; and (4) compound structures were elucidated based on accurate mass matching and comparison of fragment ions, and isomers were discriminated by the intensity of fragment ions, fragmentation pattern analysis, and calculated log <jats:italic>P<\/jats:italic> values. This strategy was successfully applied to comprehensively identify the constituents in Dachuanxiong decoction. Finally, a total of 218 compounds assigned to six categories were characterized, and 107 compounds were characterized by nontarget analysis for the first time. In addition, three new diagnostic characteristics of esters of citric acids were elucidated. This research enriched the material basis of Dachuanxiong decoction and provided a new strategy for identifying the chemical constituents of other traditional Chinese medicines.<\/jats:p>","DOI":"10.1002\/jssc.201900064","type":"journal-article","created":{"date-parts":[[2019,4,24]],"date-time":"2019-04-24T10:35:56Z","timestamp":1556102156000},"page":"2202-2213","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":12,"title":["Profiling the constituents of Dachuanxiong decoction by liquid chromatography with high\u2010resolution tandem mass spectrometry using target and nontarget data mining"],"prefix":"10.1002","volume":"42","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3639-2048","authenticated-orcid":false,"given":"Jie","family":"Liu","sequence":"first","affiliation":[{"name":"Beijing Research Institute of Chinese Medicine Beijing University of Chinese Medicine  Beijing P. R. 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