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Role of Polygenic Risk Score in Cancer Precision Medicine of Non-European Populations: A Systematic Review

The development of new screening methods and diagnostic tests for traits, common diseases, and cancer is linked to the advent of precision genomic medicine, in which health care is individually adjusted based on a person’s lifestyle, environmental influences, and genetic variants. Based on genome-wi...

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Autores principales: Junior, Howard Lopes Ribeiro, Novaes, Lázaro Antônio Campanha, Datorre, José Guilherme, Moreno, Daniel Antunes, Reis, Rui Manuel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9406904/
https://www.ncbi.nlm.nih.gov/pubmed/36005174
http://dx.doi.org/10.3390/curroncol29080436
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author Junior, Howard Lopes Ribeiro
Novaes, Lázaro Antônio Campanha
Datorre, José Guilherme
Moreno, Daniel Antunes
Reis, Rui Manuel
author_facet Junior, Howard Lopes Ribeiro
Novaes, Lázaro Antônio Campanha
Datorre, José Guilherme
Moreno, Daniel Antunes
Reis, Rui Manuel
author_sort Junior, Howard Lopes Ribeiro
collection PubMed
description The development of new screening methods and diagnostic tests for traits, common diseases, and cancer is linked to the advent of precision genomic medicine, in which health care is individually adjusted based on a person’s lifestyle, environmental influences, and genetic variants. Based on genome-wide association study (GWAS) analysis, rapid and continuing progress in the discovery of relevant single nucleotide polymorphisms (SNPs) for traits or complex diseases has increased interest in the potential application of genetic risk models for routine health practice. The polygenic risk score (PRS) estimates an individual’s genetic risk of a trait or disease, calculated by employing a weighted sum of allele counts combined with non-genetic variables. However, 98.38% of PRS records held in public databases relate to the European population. Therefore, PRSs for multiethnic populations are urgently needed. We performed a systematic review to discuss the role of polygenic risk scores in advancing precision medicine for different cancer types in multiethnic non-European populations.
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spelling pubmed-94069042022-08-26 Role of Polygenic Risk Score in Cancer Precision Medicine of Non-European Populations: A Systematic Review Junior, Howard Lopes Ribeiro Novaes, Lázaro Antônio Campanha Datorre, José Guilherme Moreno, Daniel Antunes Reis, Rui Manuel Curr Oncol Systematic Review The development of new screening methods and diagnostic tests for traits, common diseases, and cancer is linked to the advent of precision genomic medicine, in which health care is individually adjusted based on a person’s lifestyle, environmental influences, and genetic variants. Based on genome-wide association study (GWAS) analysis, rapid and continuing progress in the discovery of relevant single nucleotide polymorphisms (SNPs) for traits or complex diseases has increased interest in the potential application of genetic risk models for routine health practice. The polygenic risk score (PRS) estimates an individual’s genetic risk of a trait or disease, calculated by employing a weighted sum of allele counts combined with non-genetic variables. However, 98.38% of PRS records held in public databases relate to the European population. Therefore, PRSs for multiethnic populations are urgently needed. We performed a systematic review to discuss the role of polygenic risk scores in advancing precision medicine for different cancer types in multiethnic non-European populations. MDPI 2022-08-04 /pmc/articles/PMC9406904/ /pubmed/36005174 http://dx.doi.org/10.3390/curroncol29080436 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Systematic Review
Junior, Howard Lopes Ribeiro
Novaes, Lázaro Antônio Campanha
Datorre, José Guilherme
Moreno, Daniel Antunes
Reis, Rui Manuel
Role of Polygenic Risk Score in Cancer Precision Medicine of Non-European Populations: A Systematic Review
title Role of Polygenic Risk Score in Cancer Precision Medicine of Non-European Populations: A Systematic Review
title_full Role of Polygenic Risk Score in Cancer Precision Medicine of Non-European Populations: A Systematic Review
title_fullStr Role of Polygenic Risk Score in Cancer Precision Medicine of Non-European Populations: A Systematic Review
title_full_unstemmed Role of Polygenic Risk Score in Cancer Precision Medicine of Non-European Populations: A Systematic Review
title_short Role of Polygenic Risk Score in Cancer Precision Medicine of Non-European Populations: A Systematic Review
title_sort role of polygenic risk score in cancer precision medicine of non-european populations: a systematic review
topic Systematic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9406904/
https://www.ncbi.nlm.nih.gov/pubmed/36005174
http://dx.doi.org/10.3390/curroncol29080436
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