OBJECTIVE To study the spectru m-toxicity relationship of in vitro hepatotoxicity of aqueous extract from Euodia rutaecarpa. METHODS The aqueous extract from 16 batches of E. rutaecarpa from different habitats were prepared. The fingerprints of aqueous extract from E. rutaecarpa were established by ultra high performance liquid chromatography （UPLC） method and Similarity Evaluation System of TCM Fingerprint （2012A edition ），and common peaks were identified and the similarity was evaluated. Using normal human hepatocytes L 02 as subject ，inhibitory effect of aqueous extract from 16 batches of E. rutaecarpa to them were investigated. The spectrum-toxicity relationship of UPLC fingerprint of aqueous extract from E. rutaecarpa with the hepatotoxicity of hepatocytes L 02 was analyzed by grey relational analysis （GRA）and partial least squares regression analysis （PLSR）. The corresponding compound of the chromatographic peak with the greatest correlation with the in vitro hepatotoxicity of E. rutaecarpa were isolated ，prepared and identified. RESULTS There were 27 common peaks in UPLC fingerprints of aqueous extract from 16 batches of E. rutaecarpa ，with similarity of 0.375-0.995. Totally 9 peaks were confirmed ，i.e. neochlorogenic acid （peak 5），chlorogenic acid （peak 9），cryptochlorogenic acid （peak 10），caffeic acid （peak 12），rutin （peak 16），hyperin（peak 17），dehydroevotarine（peak 19），evotarine（peak 24），rutecarpine（peak 25）. The aqueous extract from 16 batches of E. rutaecarpa showed significant inhibitory effect on the growth of L 02 cells（P＜0.05 or P＜0.01），and the inhibitory rate ranged from 6.68％ to 67.95％. GRA showed that there were 18 common peaks with correlation degree greater than 0.8，which were peak 8＞peak 3＞peak 23＞peak 7＞peak 4＞peak 9＞peak 12＞peak 2＞peak 19＞peak 6＞ 4928381。E-mail：799247687@qq.com peak 15＞peak 5＞peak 1＞peak 17＞peak 21＞peak 26＞ peak 20＞peak 14 in descending order of correlation degree. PLSR showed that there were 14 peaks with regression coefficient＞0 and variable importance projection value ＞1，and the order of regression coefficient was peak 8＞peak 3＞peak 23＞ peak 2＞peak 7＞peak 4＞peak 12＞peak 9＞peak 19＞peak 5＞peak 17＞peak 26＞peak 10＞peak 15. Peak 8 had the greatest correlation with in vitro hepatotoxicity，and the corresponding compound of this peak was identified as 6-O-trans caffeoyl gluconic acid. CONCLUSIONS The in vitro hepatotoxicity of aqueous extract from E. rutaecarpa is the result of multiple component interaction，among which 6-O-trans caffeoyl gluconic acid shows closest relation with in vitro hepatotoxicity.