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

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...

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Autores principales: Du, Jingcheng, Cai, Yi, Chen, Yong, He, Yongqun, Tao, Cui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5391193/
https://www.ncbi.nlm.nih.gov/pubmed/28469434
http://dx.doi.org/10.1177/1178222617700627
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author Du, Jingcheng
Cai, Yi
Chen, Yong
He, Yongqun
Tao, Cui
author_facet Du, Jingcheng
Cai, Yi
Chen, Yong
He, Yongqun
Tao, Cui
author_sort Du, Jingcheng
collection PubMed
description 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.
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spelling pubmed-53911932017-05-03 Analysis of Individual Differences in Vaccine Pharmacovigilance Using VAERS Data and MedDRA System Organ Classes: A Use Case Study With Trivalent Influenza Vaccine Du, Jingcheng Cai, Yi Chen, Yong He, Yongqun Tao, Cui Biomed Inform Insights Original Research 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. SAGE Publications 2017-04-11 /pmc/articles/PMC5391193/ /pubmed/28469434 http://dx.doi.org/10.1177/1178222617700627 Text en © The Author(s) 2017 This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (http://www.creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page(https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Research
Du, Jingcheng
Cai, Yi
Chen, Yong
He, Yongqun
Tao, Cui
Analysis of Individual Differences in Vaccine Pharmacovigilance Using VAERS Data and MedDRA System Organ Classes: A Use Case Study With Trivalent Influenza Vaccine
title Analysis of Individual Differences in Vaccine Pharmacovigilance Using VAERS Data and MedDRA System Organ Classes: A Use Case Study With Trivalent Influenza Vaccine
title_full Analysis of Individual Differences in Vaccine Pharmacovigilance Using VAERS Data and MedDRA System Organ Classes: A Use Case Study With Trivalent Influenza Vaccine
title_fullStr Analysis of Individual Differences in Vaccine Pharmacovigilance Using VAERS Data and MedDRA System Organ Classes: A Use Case Study With Trivalent Influenza Vaccine
title_full_unstemmed Analysis of Individual Differences in Vaccine Pharmacovigilance Using VAERS Data and MedDRA System Organ Classes: A Use Case Study With Trivalent Influenza Vaccine
title_short Analysis of Individual Differences in Vaccine Pharmacovigilance Using VAERS Data and MedDRA System Organ Classes: A Use Case Study With Trivalent Influenza Vaccine
title_sort analysis of individual differences in vaccine pharmacovigilance using vaers data and meddra system organ classes: a use case study with trivalent influenza vaccine
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5391193/
https://www.ncbi.nlm.nih.gov/pubmed/28469434
http://dx.doi.org/10.1177/1178222617700627
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