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Publication bias in pharmacogenetics of adverse reaction to antiseizure drugs: An umbrella review and a meta-epidemiological study

Publication bias may lead to a misestimation in the association between pharmacogenetic biomarkers (PGx) and antiseizure drug’s adverse effects (AEs). We aimed to assess its prevalence in this field. We searched for systematic reviews assessing PGx of antiseizure drug’s AEs. For each unique associat...

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Autores principales: Bally, S., Cottin, J., Gagnieu, M. C., Lega, J. C., Verstuyft, C., Rheims, S., Lesca, G., Cucherat, M., Grenet, Guillaume
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9803138/
https://www.ncbi.nlm.nih.gov/pubmed/36584134
http://dx.doi.org/10.1371/journal.pone.0278839
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author Bally, S.
Cottin, J.
Gagnieu, M. C.
Lega, J. C.
Verstuyft, C.
Rheims, S.
Lesca, G.
Cucherat, M.
Grenet, Guillaume
author_facet Bally, S.
Cottin, J.
Gagnieu, M. C.
Lega, J. C.
Verstuyft, C.
Rheims, S.
Lesca, G.
Cucherat, M.
Grenet, Guillaume
author_sort Bally, S.
collection PubMed
description Publication bias may lead to a misestimation in the association between pharmacogenetic biomarkers (PGx) and antiseizure drug’s adverse effects (AEs). We aimed to assess its prevalence in this field. We searched for systematic reviews assessing PGx of antiseizure drug’s AEs. For each unique association between a PGx, a drug and its AE, we used the available odds ratio (ORs) to generate corresponding funnel plots. We estimated the prevalence of publication bias using visual inspections and asymmetry tests. We explored the impact of publication bias using ORs adjusted for potential publication bias. Twenty-two associations were available. Our visual analysis suggested a publication bias in five out twenty-two funnel plots (23% [95%CI: 8; 45]). The Egger’s test showed a significant publication bias in one (HLA-B*15:02 and phenytoin-induced Stevens-Johnson syndrome or toxic epidermal necrolysis, p = 0.03) out of nine (11% [95%CI: 0; 48]) and the Begg’s test in one (HLA-B*15:02 and carbamazepine-induced serious cutaneous reactions, p = 0.02) out of ten (10% [95%CI: 0; 45]) assessable funnel plots. Adjusting for publication bias may reduce by half the ORs of the pharmacogenetics associations. Publication bias in the pharmacogenetic of antiseizure drug’s AEs is not uncommon and may affect the estimation of the effect of such biomarkers. When conducting pharmacogenetic studies, it is critical to publish also the negative one.
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spelling pubmed-98031382022-12-31 Publication bias in pharmacogenetics of adverse reaction to antiseizure drugs: An umbrella review and a meta-epidemiological study Bally, S. Cottin, J. Gagnieu, M. C. Lega, J. C. Verstuyft, C. Rheims, S. Lesca, G. Cucherat, M. Grenet, Guillaume PLoS One Research Article Publication bias may lead to a misestimation in the association between pharmacogenetic biomarkers (PGx) and antiseizure drug’s adverse effects (AEs). We aimed to assess its prevalence in this field. We searched for systematic reviews assessing PGx of antiseizure drug’s AEs. For each unique association between a PGx, a drug and its AE, we used the available odds ratio (ORs) to generate corresponding funnel plots. We estimated the prevalence of publication bias using visual inspections and asymmetry tests. We explored the impact of publication bias using ORs adjusted for potential publication bias. Twenty-two associations were available. Our visual analysis suggested a publication bias in five out twenty-two funnel plots (23% [95%CI: 8; 45]). The Egger’s test showed a significant publication bias in one (HLA-B*15:02 and phenytoin-induced Stevens-Johnson syndrome or toxic epidermal necrolysis, p = 0.03) out of nine (11% [95%CI: 0; 48]) and the Begg’s test in one (HLA-B*15:02 and carbamazepine-induced serious cutaneous reactions, p = 0.02) out of ten (10% [95%CI: 0; 45]) assessable funnel plots. Adjusting for publication bias may reduce by half the ORs of the pharmacogenetics associations. Publication bias in the pharmacogenetic of antiseizure drug’s AEs is not uncommon and may affect the estimation of the effect of such biomarkers. When conducting pharmacogenetic studies, it is critical to publish also the negative one. Public Library of Science 2022-12-30 /pmc/articles/PMC9803138/ /pubmed/36584134 http://dx.doi.org/10.1371/journal.pone.0278839 Text en © 2022 Bally et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Bally, S.
Cottin, J.
Gagnieu, M. C.
Lega, J. C.
Verstuyft, C.
Rheims, S.
Lesca, G.
Cucherat, M.
Grenet, Guillaume
Publication bias in pharmacogenetics of adverse reaction to antiseizure drugs: An umbrella review and a meta-epidemiological study
title Publication bias in pharmacogenetics of adverse reaction to antiseizure drugs: An umbrella review and a meta-epidemiological study
title_full Publication bias in pharmacogenetics of adverse reaction to antiseizure drugs: An umbrella review and a meta-epidemiological study
title_fullStr Publication bias in pharmacogenetics of adverse reaction to antiseizure drugs: An umbrella review and a meta-epidemiological study
title_full_unstemmed Publication bias in pharmacogenetics of adverse reaction to antiseizure drugs: An umbrella review and a meta-epidemiological study
title_short Publication bias in pharmacogenetics of adverse reaction to antiseizure drugs: An umbrella review and a meta-epidemiological study
title_sort publication bias in pharmacogenetics of adverse reaction to antiseizure drugs: an umbrella review and a meta-epidemiological study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9803138/
https://www.ncbi.nlm.nih.gov/pubmed/36584134
http://dx.doi.org/10.1371/journal.pone.0278839
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