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Workflow for the Implementation of Precision Genomics in Healthcare

To enable the implementation of precise genomics in a local healthcare system, we devised a pipeline for filtering and reporting of relevant genetic information to healthy individuals based on exome or genome data. In our analytical pipeline, the first tier of filtering is variant-centric, and it is...

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Autores principales: Mehandziska, Sanja, Stajkovska, Aleksandra, Stavrevska, Margarita, Jakovleva, Kristina, Janevska, Marija, Rosalia, Rodney, Kungulovski, Ivan, Mitrev, Zan, Kungulovski, Goran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7338716/
https://www.ncbi.nlm.nih.gov/pubmed/32695137
http://dx.doi.org/10.3389/fgene.2020.00619
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author Mehandziska, Sanja
Stajkovska, Aleksandra
Stavrevska, Margarita
Jakovleva, Kristina
Janevska, Marija
Rosalia, Rodney
Kungulovski, Ivan
Mitrev, Zan
Kungulovski, Goran
author_facet Mehandziska, Sanja
Stajkovska, Aleksandra
Stavrevska, Margarita
Jakovleva, Kristina
Janevska, Marija
Rosalia, Rodney
Kungulovski, Ivan
Mitrev, Zan
Kungulovski, Goran
author_sort Mehandziska, Sanja
collection PubMed
description To enable the implementation of precise genomics in a local healthcare system, we devised a pipeline for filtering and reporting of relevant genetic information to healthy individuals based on exome or genome data. In our analytical pipeline, the first tier of filtering is variant-centric, and it is based on the selection of annotated pathogenic, protective, risk factor, and drug response variants, and their one-by-one detailed evaluation. This is followed by a second-tier gene-centric deconstruction and filtering of virtual gene lists associated with diseases, and VUS-centric filtering according to ACMG pathogenicity criteria and pre-defined deleteriousness criteria. By applying this filtering protocol, we were able to provide valuable insights regarding the carrier status, pharmacogenetic profile, actionable cardiovascular and cancer predispositions, and potentially pathogenic variants of unknown significance to our patients. Our experience demonstrates that genomic profiling can be implemented into routine healthcare and provide information of medical significance.
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spelling pubmed-73387162020-07-20 Workflow for the Implementation of Precision Genomics in Healthcare Mehandziska, Sanja Stajkovska, Aleksandra Stavrevska, Margarita Jakovleva, Kristina Janevska, Marija Rosalia, Rodney Kungulovski, Ivan Mitrev, Zan Kungulovski, Goran Front Genet Genetics To enable the implementation of precise genomics in a local healthcare system, we devised a pipeline for filtering and reporting of relevant genetic information to healthy individuals based on exome or genome data. In our analytical pipeline, the first tier of filtering is variant-centric, and it is based on the selection of annotated pathogenic, protective, risk factor, and drug response variants, and their one-by-one detailed evaluation. This is followed by a second-tier gene-centric deconstruction and filtering of virtual gene lists associated with diseases, and VUS-centric filtering according to ACMG pathogenicity criteria and pre-defined deleteriousness criteria. By applying this filtering protocol, we were able to provide valuable insights regarding the carrier status, pharmacogenetic profile, actionable cardiovascular and cancer predispositions, and potentially pathogenic variants of unknown significance to our patients. Our experience demonstrates that genomic profiling can be implemented into routine healthcare and provide information of medical significance. Frontiers Media S.A. 2020-06-30 /pmc/articles/PMC7338716/ /pubmed/32695137 http://dx.doi.org/10.3389/fgene.2020.00619 Text en Copyright © 2020 Mehandziska, Stajkovska, Stavrevska, Jakovleva, Janevska, Rosalia, Kungulovski, Mitrev and Kungulovski. 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(s) 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 Genetics
Mehandziska, Sanja
Stajkovska, Aleksandra
Stavrevska, Margarita
Jakovleva, Kristina
Janevska, Marija
Rosalia, Rodney
Kungulovski, Ivan
Mitrev, Zan
Kungulovski, Goran
Workflow for the Implementation of Precision Genomics in Healthcare
title Workflow for the Implementation of Precision Genomics in Healthcare
title_full Workflow for the Implementation of Precision Genomics in Healthcare
title_fullStr Workflow for the Implementation of Precision Genomics in Healthcare
title_full_unstemmed Workflow for the Implementation of Precision Genomics in Healthcare
title_short Workflow for the Implementation of Precision Genomics in Healthcare
title_sort workflow for the implementation of precision genomics in healthcare
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7338716/
https://www.ncbi.nlm.nih.gov/pubmed/32695137
http://dx.doi.org/10.3389/fgene.2020.00619
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