医薬品誘発性甲状腺機能障害リスクのFDA有害事象報告システム(FAERS)を用いた評価
Ruixue Li1, Tianqi Liu2, Ting Li3
1Department of Pharmacy, Beijing Hospital; National Center of Gerontology; Institute of Geriatric Medicine, Chinese Academy of Medical Sciences; Beijing Key Laboratory of Assessment of Clinical Drugs Risk and Individual Application (Beijing Hospital), Beijing 100730, P.R. China; Department of Pharmacy, Xizang Autonomous Region People's Hospital, Xizang 850000, P.R. China; Department of Pharmacy Administration and Clinical Pharmacy School of Pharmaceutical Sciences, Peking University, Beijing 100191, P.R. China.
Objective:
To quantify drug-specific associations with thyroid dysfunction (TD) using data from FDA Adverse Event Reporting System (FAERS) and to identify agents with significant disproportionality signals.
Methods:
Using data from FAERS (Q1 2004 to Q1 2025), disproportionality analysis (Reporting Odds Ratio, ROR; Bayesian Confidence Propagation Neural Network, BCPNN) was employed to assess signals of drug-induced TD. Univariate analysis, Least Absolute Shrinkage and Selection Operator (LASSO) regression, and multivariate logistic regression were applied to identify independent risk factors. Time-to-onset (TTO) analysis was used to evaluate the timing of TD following drug initiation.
Results:
A total of 44,317 reports associated with TD were identified, with a higher proportion involving female patients (60.3%). The median patient age was 59 years (IQR: 45-69 years). Signal detection identified 172 suspect drugs significantly associated with TD. Following disproportionality screening, drug candidates with a ROR whose 95% confidence-interval lower bound exceeded 1, cell count a > 100, and P-adjust < 0.01 were advanced to LASSO regression. LASSO identified 43 drugs associated with TD. In the multivariable logistic regression model, female sex, the 45-59-year age group, and the 43 drugs were independent risk factors for drug-associated TD. Furthermore, the median TTO for drug-induced TD was 34 days (IQR: 7-105 days), with approximately 75% of cases occurring within the first 100 days of drug initiation.
Conclusion:
This study identified multiple drugs significantly associated with TD and highlighted sex, age, and specific medications as independent risk factors. These findings support improved pharmacovigilance and clinical awareness of drug-induced thyroid dysfunction.
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