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Development of a database and processing method for detecting hematotoxicity adverse drug events.
Yoshie Shimai1, Toshihiro Takeda1, Shirou Manabe1
1Medical Informatics, Osaka University Graduate School of Medicine, Osaka, Japan.
This study presents a new system for detecting drug-induced hematotoxicity adverse events using electronic health records and blood test data. The method effectively identifies serious adverse events related to paclitaxel, aiding in patient safety.
Area of Science:
- Pharmacovigilance
- Medical Informatics
- Hematology
Background:
- Monitoring patient status and blood tests is crucial for adverse event detection.
- Identifying all adverse events solely through physician recognition presents challenges.
- Electronic medical record systems offer a valuable data source for adverse event surveillance.
Purpose of the Study:
- To develop and validate a system for detecting hematotoxicity adverse drug events using blood test results from electronic medical records.
- To assess the occurrence rate of serious adverse events (CTCAE Grades 3 or 4) related to paclitaxel.
Main Methods:
- Blood test results were graded using Common Terminology Criteria for Adverse Events (CTCAE).
- Variations in blood test grades (Up, Down, Flat) were assessed.
- A database integrated blood test changes and drug injection data to identify drug-related adverse events.
- The system was applied to identify serious adverse events (WBC, ALT, creatinine) associated with paclitaxel at Osaka University Hospital.
Main Results:
- The system successfully detected hematotoxicity adverse events.
- The occurrence rates for decreased White Blood Cell (WBC) count, increased Alanine Aminotransferase (ALT) level, and increased creatinine level were 36.0%, 0.6%, and 0.4%, respectively.
- Serious adverse events related to paclitaxel were identified and quantified.
Conclusions:
- The developed system is effective for detecting and estimating the incidence of hematotoxicity adverse drug events.
- This method enhances the ability to identify adverse events that might be missed by individual physician recognition.
- The findings highlight the utility of leveraging electronic medical record data for pharmacovigilance.
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