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

被引:6
|
作者
Ribeiro Junior, Howard Lopes [1 ,2 ,3 ,4 ]
Campanha Novaes, Lazaro Antonio [1 ]
Datorre, Jose Guilherme [1 ]
Moreno, Daniel Antunes [1 ]
Reis, Rui Manuel [1 ,5 ,6 ]
机构
[1] Barretos Canc Hosp, Mol Oncol Canc Ctr, BR-14784400 Barretos, SP, Brazil
[2] Univ Fed Ceara, Ctr Res & Drug Dev NPDM, BR-60430275 Fortaleza, Ceara, Brazil
[3] Univ Fed Ceara, Postgrad Program Pathol, BR-60441750 Fortaleza, Ceara, Brazil
[4] Univ Fed Ceara, Postgrad Program Translat Med, BR-14784400 Fortaleza, Ceara, Brazil
[5] ICVS 3Bs PT Govt Associate Lab, P-4704553 Braga, Portugal
[6] Univ Minho, Sch Med, Life & Hlth Sci Res Inst ICVS, P-4704553 Braga, Portugal
关键词
polygenic risk score; cancer; multiethnic; GENOME-WIDE ASSOCIATION; SUSCEPTIBILITY LOCI; BREAST-CANCER; GENETIC RISK; COMMON VARIATION; PROSTATE-CANCER; VARIANTS; PREDICTION; MELANOMA; METAANALYSIS;
D O I
10.3390/curroncol29080436
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
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.
引用
收藏
页码:5517 / 5530
页数:14
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