1.Adverse Event Signals of Interstitial Lung Disease in the FDA Adverse Event Reporting System (FAERS) Database and the Japanese Adverse Drug Event Report (JADER) Database
Toshinobu Matsui ; Ryogo Umetsu ; Yamato Kato ; Natsumi Ueda ; Junko Abe ; Yoko Nakayama ; Yuuki Hane ; Yasutomi Kinosada ; Mitsuhiro Nakamura
Japanese Journal of Drug Informatics 2015;17(3):145-154
The Japanese Ministry of Health, Labor, and Welfare lists interstitial lung disease as an serious adverse drug event. The Food and Drug Administration Adverse Event Reporting System (FAERS) and the Japanese Adverse Drug Event Report (JADER) databases are available to detect adverse events signals. We analyzed reports of interstitial lung disease in FAERS and JADER and calculated the reporting fraction and reporting odds ratio (ROR) of drugs potentially associated with interstitial lung disease. We applied Weibull shape parameter to time-to-event data in JADER. We found FAERS to contain 3,522,995 reports from January 2004 to March 2013 and JADER to contain 292,720 reports from April 2004 to November 2013. In FAERS, the reporting fractions of interstitial lung disease for Gefitinib, Bleomycin, and Amiodarone were 7.4% (285/3,856 reports), 3.2% (86/2,663 reports), and 1.9% (357/18,366 reports), and RORs (95% confidence interval [CI]) were 29.26 (25.89-33.07), 11.99 (9.66-14.88), and 7.29 (6.55-8.11), respectively. In JADER, the reporting fractions of interstitial lung disease for Gefitinib, Bleomycin, and Amiodarone were 45.6% (1,070/2,348 reports), 22.1% (77/348 reports), and 27.9% (468/1,678 reports), and RORs (95% CI) were 18.46 (16.99-20.06), 5.83 (4.52-7.51), and 8.14 (7.31-9.07), respectively. Adverse event signals of interstitial lung disease were observed in most drugs, which are warned as a suspected drug in the literature. With the time-to-event analysis using Weibull shape parameter, time-dependency of adverse events in each drug was different. Therefore, these drugs should be used carefully in clinical practice.
2.Evaluation of Dermatological Disorders Caused by Anti-neoplastic Agents with an Adverse Event Spontaneous Reporting Database
Yuuki Hane ; Ryogo Umetsu ; Junko Abe ; Natsumi Ueda ; Yamato Kato ; Toshinobu Matsui ; Yumi Motooka ; Sayaka Sasaoka ; Haruna Hatahira ; Akiho Fukuda ; Misa Naganuma ; Siori Hasegawa ; Yasutomi Kinosada ; Mitsuhiro Nakamura
Japanese Journal of Drug Informatics 2016;18(3):201-208
Introduction: Dermatological disorders are one of the adverse events caused by cancer chemotherapy and are a dose-limiting factor for some anti-neoplastic agents. The severe symptoms associated with these disorders affect the patients’ quality of life (QOL). Early countermeasures for the onset of dermatological disorders associated with anti-neoplastic agent administration might be important.
Materials and Methods: We analyzed the occurrences of dermatological disorders after administration of an anti-neoplastic agent in the Food and Drug Administration Adverse Event Reporting System (FAERS), and compared the adverse event (AE) reporting ratio of the total reports. In addition, we studied the association between anti-neoplastic agents and dermatological disorders using cluster analysis. Reports for 15 anti-neoplastic agents (4 anti-neoplastic agents and 11 molecular target drugs) were analyzed.
Results: After excluding duplicate data in FAERS, 6,157,897 reports were analyzed. The number of reports that showed a dermatological disorder was 534,934. The reporting ratio of hand-foot syndrome with sorafenib and capecitabine was 11.20% and 7.05%, respectively.
Conclusions: We set the cluster number at six; cluster features obtained were as follows: (1) the reporting ratio of hand-foot syndrome was especially high, followed by the reporting ratio of rash, (2) the reporting ratio of rash and erythema was high. Similar anti-neoplastic agents may demonstrate similar occurrence tendencies of AEs and cluster features. Further studies are required to draw conclusions over these findings. Information services based on the feature of each cluster might be useful to improve patient QOL at the clinical site.