Establishing and validating of an laboratory information system‐based auto‐verification system for biochemical test results in cancer patients

BACKGROUND: To establish and validate an laboratory information system (LIS)‐based auto‐verification (AV) system by using large amounts of biochemical test results in cancer patients. METHODS: An algorithm of the AV process was designed for pre‐analysis, analysis, and post‐analysis. The limit range check was adjusted three times, while the delta check criteria were first replaced by the same patients’ historical extremum results. AV rules of 51 biochemical test items were tested by using data of 121 123 samples (6 177 273 tests) in 2016 that were manually reviewed through the simulative i‐Vertification software of Roche. The improved and optimal AV rules were programed into our LIS and validated by using 140 113 clinical specimens in 2018. RESULTS: The AV passing rate for samples tested in our laboratory increased from 15.57% to the current overall passing rate of 49.70%. The passing rate of each item for rule 3 was between 71.16% and 99.91%. Different cancer groups had different passing rate, while the disease group of liver, gallbladder, and pancreas always had the lowest passing rate. A total of 9420 reports (6.72%) were not verified by AV but could be verified by MV in 2018, while there were no reports that were verified by AV but not by MV. The TAT of March 2018 decreased with increase in sample size compared with the same time in 2017. CONCLUSION: We have firstly established an LIS‐based AV system and implemented it in actual clinical care for cancer patients.