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Descriptions of Adverse Drug Reactions Are Less Informative in Forums Than in the French Pharmacovigilance Database but Provide More Unexpected Reactions
Background: Social media have drawn attention for their potential use in Pharmacovigilance. Recent work showed that it is possible to extract information concerning adverse drug reactions (ADRs) from posts in social media. The main objective of the Vigi4MED project was to evaluate the relevance and...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5938397/ https://www.ncbi.nlm.nih.gov/pubmed/29765326 http://dx.doi.org/10.3389/fphar.2018.00439 |
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author | Karapetiantz, Pierre Bellet, Florelle Audeh, Bissan Lardon, Jérémy Leprovost, Damien Aboukhamis, Rim Morlane-Hondère, François Grouin, Cyril Burgun, Anita Katsahian, Sandrine Jaulent, Marie-Christine Beyens, Marie-Noëlle Lillo-Le Louët, Agnès Bousquet, Cédric |
author_facet | Karapetiantz, Pierre Bellet, Florelle Audeh, Bissan Lardon, Jérémy Leprovost, Damien Aboukhamis, Rim Morlane-Hondère, François Grouin, Cyril Burgun, Anita Katsahian, Sandrine Jaulent, Marie-Christine Beyens, Marie-Noëlle Lillo-Le Louët, Agnès Bousquet, Cédric |
author_sort | Karapetiantz, Pierre |
collection | PubMed |
description | Background: Social media have drawn attention for their potential use in Pharmacovigilance. Recent work showed that it is possible to extract information concerning adverse drug reactions (ADRs) from posts in social media. The main objective of the Vigi4MED project was to evaluate the relevance and quality of the information shared by patients on web forums about drug safety and its potential utility for pharmacovigilance. Methods: After selecting websites of interest, we manually evaluated the relevance of the content of posts for pharmacovigilance related to six drugs (agomelatine, baclofen, duloxetine, exenatide, strontium ranelate, and tetrazepam). We compared forums to the French Pharmacovigilance Database (FPVD) to (1) evaluate whether they contained relevant information to characterize a pharmacovigilance case report (patient’s age and sex; treatment indication, dose and duration; time-to-onset (TTO) and outcome of the ADR, and drug dechallenge and rechallenge) and (2) perform impact analysis (nature, seriousness, unexpectedness, and outcome of the ADR). Results: The cases in the FPVD were significantly more informative than posts in forums for patient description (age, sex), treatment description (dose, duration, TTO), and outcome of the ADR, but the indication for the treatment was more often found in forums. Cases were more often serious in the FPVD than in forums (46% vs. 4%), but forums more often contained an unexpected ADR than the FPVD (24% vs. 17%). Moreover, 197 unexpected ADRs identified in forums were absent from the FPVD and the distribution of the MedDRA System Organ Classes (SOCs) was different between the two data sources. Discussion: This study is the first to evaluate if patients’ posts may qualify as potential and informative case reports that should be stored in a pharmacovigilance database in the same way as case reports submitted by health professionals. The posts were less informative (except for the indication) and focused on less serious ADRs than the FPVD cases, but more unexpected ADRs were presented in forums than in the FPVD and their SOCs were different. Thus, web forums should be considered as a secondary, but complementary source for pharmacovigilance. |
format | Online Article Text |
id | pubmed-5938397 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-59383972018-05-14 Descriptions of Adverse Drug Reactions Are Less Informative in Forums Than in the French Pharmacovigilance Database but Provide More Unexpected Reactions Karapetiantz, Pierre Bellet, Florelle Audeh, Bissan Lardon, Jérémy Leprovost, Damien Aboukhamis, Rim Morlane-Hondère, François Grouin, Cyril Burgun, Anita Katsahian, Sandrine Jaulent, Marie-Christine Beyens, Marie-Noëlle Lillo-Le Louët, Agnès Bousquet, Cédric Front Pharmacol Pharmacology Background: Social media have drawn attention for their potential use in Pharmacovigilance. Recent work showed that it is possible to extract information concerning adverse drug reactions (ADRs) from posts in social media. The main objective of the Vigi4MED project was to evaluate the relevance and quality of the information shared by patients on web forums about drug safety and its potential utility for pharmacovigilance. Methods: After selecting websites of interest, we manually evaluated the relevance of the content of posts for pharmacovigilance related to six drugs (agomelatine, baclofen, duloxetine, exenatide, strontium ranelate, and tetrazepam). We compared forums to the French Pharmacovigilance Database (FPVD) to (1) evaluate whether they contained relevant information to characterize a pharmacovigilance case report (patient’s age and sex; treatment indication, dose and duration; time-to-onset (TTO) and outcome of the ADR, and drug dechallenge and rechallenge) and (2) perform impact analysis (nature, seriousness, unexpectedness, and outcome of the ADR). Results: The cases in the FPVD were significantly more informative than posts in forums for patient description (age, sex), treatment description (dose, duration, TTO), and outcome of the ADR, but the indication for the treatment was more often found in forums. Cases were more often serious in the FPVD than in forums (46% vs. 4%), but forums more often contained an unexpected ADR than the FPVD (24% vs. 17%). Moreover, 197 unexpected ADRs identified in forums were absent from the FPVD and the distribution of the MedDRA System Organ Classes (SOCs) was different between the two data sources. Discussion: This study is the first to evaluate if patients’ posts may qualify as potential and informative case reports that should be stored in a pharmacovigilance database in the same way as case reports submitted by health professionals. The posts were less informative (except for the indication) and focused on less serious ADRs than the FPVD cases, but more unexpected ADRs were presented in forums than in the FPVD and their SOCs were different. Thus, web forums should be considered as a secondary, but complementary source for pharmacovigilance. Frontiers Media S.A. 2018-05-01 /pmc/articles/PMC5938397/ /pubmed/29765326 http://dx.doi.org/10.3389/fphar.2018.00439 Text en Copyright © 2018 Karapetiantz, Bellet, Audeh, Lardon, Leprovost, Aboukhamis, Morlane-Hondère, Grouin, Burgun, Katsahian, Jaulent, Beyens, Lillo-Le Louët and Bousquet. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Pharmacology Karapetiantz, Pierre Bellet, Florelle Audeh, Bissan Lardon, Jérémy Leprovost, Damien Aboukhamis, Rim Morlane-Hondère, François Grouin, Cyril Burgun, Anita Katsahian, Sandrine Jaulent, Marie-Christine Beyens, Marie-Noëlle Lillo-Le Louët, Agnès Bousquet, Cédric Descriptions of Adverse Drug Reactions Are Less Informative in Forums Than in the French Pharmacovigilance Database but Provide More Unexpected Reactions |
title | Descriptions of Adverse Drug Reactions Are Less Informative in Forums Than in the French Pharmacovigilance Database but Provide More Unexpected Reactions |
title_full | Descriptions of Adverse Drug Reactions Are Less Informative in Forums Than in the French Pharmacovigilance Database but Provide More Unexpected Reactions |
title_fullStr | Descriptions of Adverse Drug Reactions Are Less Informative in Forums Than in the French Pharmacovigilance Database but Provide More Unexpected Reactions |
title_full_unstemmed | Descriptions of Adverse Drug Reactions Are Less Informative in Forums Than in the French Pharmacovigilance Database but Provide More Unexpected Reactions |
title_short | Descriptions of Adverse Drug Reactions Are Less Informative in Forums Than in the French Pharmacovigilance Database but Provide More Unexpected Reactions |
title_sort | descriptions of adverse drug reactions are less informative in forums than in the french pharmacovigilance database but provide more unexpected reactions |
topic | Pharmacology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5938397/ https://www.ncbi.nlm.nih.gov/pubmed/29765326 http://dx.doi.org/10.3389/fphar.2018.00439 |
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