Analysis of Individual Differences in Vaccine Pharmacovigilance Using VAERS Data and MedDRA System Organ Classes: A Use Case Study With Trivalent Influenza Vaccine:

Biomedical Informatics Insights

JingchengDu¹ 

关键词: Vaccine pharmacovigilance;    trivalent influenza vaccine;    VAERS;    MedDRA;    system organ classes;   

DOI  :  10.1177/1178222617700627

学科分类：医学（综合）

来源: Sage Journals

【 摘 要 】

Personalized and precision vaccination requires consideration of an individual’s sex and age. This article proposed systematic methods to study individual differences in adverse reactions following vaccination and chose trivalent influenza vaccine as a use case. Data were extracted from the Vaccine Adverse Event Reporting System from years 1990 to 2014. We first grouped symptoms into the Medical Dictionary for Regulatory Activities System Organ Classes (SOCs). We then applied zero-truncated Poisson regression and logistic regression to identify reporting differences among different individual groups over the SOCs. After that, we further studied detailed symptoms of 4 selected SOCs. In all, 19 of the 26 SOCs and 17 of the 434 symptoms under the 4 selected SOCs show significant reporting differences based on sex and/or age. In addition to detecting previously reported associations among sex, age group, and symptoms, our approach also enabled the detection of new associations.

【 授权许可】

CC BY