Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
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
_version_ 1783320774103269376
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
work_keys_str_mv AT karapetiantzpierre descriptionsofadversedrugreactionsarelessinformativeinforumsthaninthefrenchpharmacovigilancedatabasebutprovidemoreunexpectedreactions
AT belletflorelle descriptionsofadversedrugreactionsarelessinformativeinforumsthaninthefrenchpharmacovigilancedatabasebutprovidemoreunexpectedreactions
AT audehbissan descriptionsofadversedrugreactionsarelessinformativeinforumsthaninthefrenchpharmacovigilancedatabasebutprovidemoreunexpectedreactions
AT lardonjeremy descriptionsofadversedrugreactionsarelessinformativeinforumsthaninthefrenchpharmacovigilancedatabasebutprovidemoreunexpectedreactions
AT leprovostdamien descriptionsofadversedrugreactionsarelessinformativeinforumsthaninthefrenchpharmacovigilancedatabasebutprovidemoreunexpectedreactions
AT aboukhamisrim descriptionsofadversedrugreactionsarelessinformativeinforumsthaninthefrenchpharmacovigilancedatabasebutprovidemoreunexpectedreactions
AT morlanehonderefrancois descriptionsofadversedrugreactionsarelessinformativeinforumsthaninthefrenchpharmacovigilancedatabasebutprovidemoreunexpectedreactions
AT grouincyril descriptionsofadversedrugreactionsarelessinformativeinforumsthaninthefrenchpharmacovigilancedatabasebutprovidemoreunexpectedreactions
AT burgunanita descriptionsofadversedrugreactionsarelessinformativeinforumsthaninthefrenchpharmacovigilancedatabasebutprovidemoreunexpectedreactions
AT katsahiansandrine descriptionsofadversedrugreactionsarelessinformativeinforumsthaninthefrenchpharmacovigilancedatabasebutprovidemoreunexpectedreactions
AT jaulentmariechristine descriptionsofadversedrugreactionsarelessinformativeinforumsthaninthefrenchpharmacovigilancedatabasebutprovidemoreunexpectedreactions
AT beyensmarienoelle descriptionsofadversedrugreactionsarelessinformativeinforumsthaninthefrenchpharmacovigilancedatabasebutprovidemoreunexpectedreactions
AT lillolelouetagnes descriptionsofadversedrugreactionsarelessinformativeinforumsthaninthefrenchpharmacovigilancedatabasebutprovidemoreunexpectedreactions
AT bousquetcedric descriptionsofadversedrugreactionsarelessinformativeinforumsthaninthefrenchpharmacovigilancedatabasebutprovidemoreunexpectedreactions