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A European Spectrum of Pharmacogenomic Biomarkers: Implications for Clinical Pharmacogenomics

Pharmacogenomics aims to correlate inter-individual differences of drug efficacy and/or toxicity with the underlying genetic composition, particularly in genes encoding for protein factors and enzymes involved in drug metabolism and transport. In several European populations, particularly in countri...

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Autores principales: Mizzi, Clint, Dalabira, Eleni, Kumuthini, Judit, Dzimiri, Nduna, Balogh, Istvan, Başak, Nazli, Böhm, Ruwen, Borg, Joseph, Borgiani, Paola, Bozina, Nada, Bruckmueller, Henrike, Burzynska, Beata, Carracedo, Angel, Cascorbi, Ingolf, Deltas, Constantinos, Dolzan, Vita, Fenech, Anthony, Grech, Godfrey, Kasiulevicius, Vytautas, Kádaši, Ľudevít, Kučinskas, Vaidutis, Khusnutdinova, Elza, Loukas, Yiannis L., Macek, Milan, Makukh, Halyna, Mathijssen, Ron, Mitropoulos, Konstantinos, Mitropoulou, Christina, Novelli, Giuseppe, Papantoni, Ioanna, Pavlovic, Sonja, Saglio, Giuseppe, Setric, Jadranka, Stojiljkovic, Maja, Stubbs, Andrew P., Squassina, Alessio, Torres, Maria, Turnovec, Marek, van Schaik, Ron H., Voskarides, Konstantinos, Wakil, Salma M., Werk, Anneke, del Zompo, Maria, Zukic, Branka, Katsila, Theodora, Lee, Ming Ta Michael, Motsinger-Rief, Alison, Mc Leod, Howard L., van der Spek, Peter J., Patrinos, George P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5026342/
https://www.ncbi.nlm.nih.gov/pubmed/27636550
http://dx.doi.org/10.1371/journal.pone.0162866
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author Mizzi, Clint
Dalabira, Eleni
Kumuthini, Judit
Dzimiri, Nduna
Balogh, Istvan
Başak, Nazli
Böhm, Ruwen
Borg, Joseph
Borgiani, Paola
Bozina, Nada
Bruckmueller, Henrike
Burzynska, Beata
Carracedo, Angel
Cascorbi, Ingolf
Deltas, Constantinos
Dolzan, Vita
Fenech, Anthony
Grech, Godfrey
Kasiulevicius, Vytautas
Kádaši, Ľudevít
Kučinskas, Vaidutis
Khusnutdinova, Elza
Loukas, Yiannis L.
Macek, Milan
Makukh, Halyna
Mathijssen, Ron
Mitropoulos, Konstantinos
Mitropoulou, Christina
Novelli, Giuseppe
Papantoni, Ioanna
Pavlovic, Sonja
Saglio, Giuseppe
Setric, Jadranka
Stojiljkovic, Maja
Stubbs, Andrew P.
Squassina, Alessio
Torres, Maria
Turnovec, Marek
van Schaik, Ron H.
Voskarides, Konstantinos
Wakil, Salma M.
Werk, Anneke
del Zompo, Maria
Zukic, Branka
Katsila, Theodora
Lee, Ming Ta Michael
Motsinger-Rief, Alison
Mc Leod, Howard L.
van der Spek, Peter J.
Patrinos, George P.
author_facet Mizzi, Clint
Dalabira, Eleni
Kumuthini, Judit
Dzimiri, Nduna
Balogh, Istvan
Başak, Nazli
Böhm, Ruwen
Borg, Joseph
Borgiani, Paola
Bozina, Nada
Bruckmueller, Henrike
Burzynska, Beata
Carracedo, Angel
Cascorbi, Ingolf
Deltas, Constantinos
Dolzan, Vita
Fenech, Anthony
Grech, Godfrey
Kasiulevicius, Vytautas
Kádaši, Ľudevít
Kučinskas, Vaidutis
Khusnutdinova, Elza
Loukas, Yiannis L.
Macek, Milan
Makukh, Halyna
Mathijssen, Ron
Mitropoulos, Konstantinos
Mitropoulou, Christina
Novelli, Giuseppe
Papantoni, Ioanna
Pavlovic, Sonja
Saglio, Giuseppe
Setric, Jadranka
Stojiljkovic, Maja
Stubbs, Andrew P.
Squassina, Alessio
Torres, Maria
Turnovec, Marek
van Schaik, Ron H.
Voskarides, Konstantinos
Wakil, Salma M.
Werk, Anneke
del Zompo, Maria
Zukic, Branka
Katsila, Theodora
Lee, Ming Ta Michael
Motsinger-Rief, Alison
Mc Leod, Howard L.
van der Spek, Peter J.
Patrinos, George P.
author_sort Mizzi, Clint
collection PubMed
description Pharmacogenomics aims to correlate inter-individual differences of drug efficacy and/or toxicity with the underlying genetic composition, particularly in genes encoding for protein factors and enzymes involved in drug metabolism and transport. In several European populations, particularly in countries with lower income, information related to the prevalence of pharmacogenomic biomarkers is incomplete or lacking. Here, we have implemented the microattribution approach to assess the pharmacogenomic biomarkers allelic spectrum in 18 European populations, mostly from developing European countries, by analyzing 1,931 pharmacogenomics biomarkers in 231 genes. Our data show significant inter-population pharmacogenomic biomarker allele frequency differences, particularly in 7 clinically actionable pharmacogenomic biomarkers in 7 European populations, affecting drug efficacy and/or toxicity of 51 medication treatment modalities. These data also reflect on the differences observed in the prevalence of high-risk genotypes in these populations, as far as common markers in the CYP2C9, CYP2C19, CYP3A5, VKORC1, SLCO1B1 and TPMT pharmacogenes are concerned. Also, our data demonstrate notable differences in predicted genotype-based warfarin dosing among these populations. Our findings can be exploited not only to develop guidelines for medical prioritization, but most importantly to facilitate integration of pharmacogenomics and to support pre-emptive pharmacogenomic testing. This may subsequently contribute towards significant cost-savings in the overall healthcare expenditure in the participating countries, where pharmacogenomics implementation proves to be cost-effective.
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spelling pubmed-50263422016-09-27 A European Spectrum of Pharmacogenomic Biomarkers: Implications for Clinical Pharmacogenomics Mizzi, Clint Dalabira, Eleni Kumuthini, Judit Dzimiri, Nduna Balogh, Istvan Başak, Nazli Böhm, Ruwen Borg, Joseph Borgiani, Paola Bozina, Nada Bruckmueller, Henrike Burzynska, Beata Carracedo, Angel Cascorbi, Ingolf Deltas, Constantinos Dolzan, Vita Fenech, Anthony Grech, Godfrey Kasiulevicius, Vytautas Kádaši, Ľudevít Kučinskas, Vaidutis Khusnutdinova, Elza Loukas, Yiannis L. Macek, Milan Makukh, Halyna Mathijssen, Ron Mitropoulos, Konstantinos Mitropoulou, Christina Novelli, Giuseppe Papantoni, Ioanna Pavlovic, Sonja Saglio, Giuseppe Setric, Jadranka Stojiljkovic, Maja Stubbs, Andrew P. Squassina, Alessio Torres, Maria Turnovec, Marek van Schaik, Ron H. Voskarides, Konstantinos Wakil, Salma M. Werk, Anneke del Zompo, Maria Zukic, Branka Katsila, Theodora Lee, Ming Ta Michael Motsinger-Rief, Alison Mc Leod, Howard L. van der Spek, Peter J. Patrinos, George P. PLoS One Research Article Pharmacogenomics aims to correlate inter-individual differences of drug efficacy and/or toxicity with the underlying genetic composition, particularly in genes encoding for protein factors and enzymes involved in drug metabolism and transport. In several European populations, particularly in countries with lower income, information related to the prevalence of pharmacogenomic biomarkers is incomplete or lacking. Here, we have implemented the microattribution approach to assess the pharmacogenomic biomarkers allelic spectrum in 18 European populations, mostly from developing European countries, by analyzing 1,931 pharmacogenomics biomarkers in 231 genes. Our data show significant inter-population pharmacogenomic biomarker allele frequency differences, particularly in 7 clinically actionable pharmacogenomic biomarkers in 7 European populations, affecting drug efficacy and/or toxicity of 51 medication treatment modalities. These data also reflect on the differences observed in the prevalence of high-risk genotypes in these populations, as far as common markers in the CYP2C9, CYP2C19, CYP3A5, VKORC1, SLCO1B1 and TPMT pharmacogenes are concerned. Also, our data demonstrate notable differences in predicted genotype-based warfarin dosing among these populations. Our findings can be exploited not only to develop guidelines for medical prioritization, but most importantly to facilitate integration of pharmacogenomics and to support pre-emptive pharmacogenomic testing. This may subsequently contribute towards significant cost-savings in the overall healthcare expenditure in the participating countries, where pharmacogenomics implementation proves to be cost-effective. Public Library of Science 2016-09-16 /pmc/articles/PMC5026342/ /pubmed/27636550 http://dx.doi.org/10.1371/journal.pone.0162866 Text en © 2016 Mizzi et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://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
Mizzi, Clint
Dalabira, Eleni
Kumuthini, Judit
Dzimiri, Nduna
Balogh, Istvan
Başak, Nazli
Böhm, Ruwen
Borg, Joseph
Borgiani, Paola
Bozina, Nada
Bruckmueller, Henrike
Burzynska, Beata
Carracedo, Angel
Cascorbi, Ingolf
Deltas, Constantinos
Dolzan, Vita
Fenech, Anthony
Grech, Godfrey
Kasiulevicius, Vytautas
Kádaši, Ľudevít
Kučinskas, Vaidutis
Khusnutdinova, Elza
Loukas, Yiannis L.
Macek, Milan
Makukh, Halyna
Mathijssen, Ron
Mitropoulos, Konstantinos
Mitropoulou, Christina
Novelli, Giuseppe
Papantoni, Ioanna
Pavlovic, Sonja
Saglio, Giuseppe
Setric, Jadranka
Stojiljkovic, Maja
Stubbs, Andrew P.
Squassina, Alessio
Torres, Maria
Turnovec, Marek
van Schaik, Ron H.
Voskarides, Konstantinos
Wakil, Salma M.
Werk, Anneke
del Zompo, Maria
Zukic, Branka
Katsila, Theodora
Lee, Ming Ta Michael
Motsinger-Rief, Alison
Mc Leod, Howard L.
van der Spek, Peter J.
Patrinos, George P.
A European Spectrum of Pharmacogenomic Biomarkers: Implications for Clinical Pharmacogenomics
title A European Spectrum of Pharmacogenomic Biomarkers: Implications for Clinical Pharmacogenomics
title_full A European Spectrum of Pharmacogenomic Biomarkers: Implications for Clinical Pharmacogenomics
title_fullStr A European Spectrum of Pharmacogenomic Biomarkers: Implications for Clinical Pharmacogenomics
title_full_unstemmed A European Spectrum of Pharmacogenomic Biomarkers: Implications for Clinical Pharmacogenomics
title_short A European Spectrum of Pharmacogenomic Biomarkers: Implications for Clinical Pharmacogenomics
title_sort european spectrum of pharmacogenomic biomarkers: implications for clinical pharmacogenomics
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5026342/
https://www.ncbi.nlm.nih.gov/pubmed/27636550
http://dx.doi.org/10.1371/journal.pone.0162866
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