Embryo Screening for Polygenic Disease Risk: Recent Advances and Ethical Considerations

被引:18
|
作者
Tellier, Laurent C. A. M. [1 ,2 ]
Eccles, Jennifer [2 ]
Treff, Nathan R. [2 ]
Lello, Louis [1 ,2 ]
Fishel, Simon [3 ,4 ]
Hsu, Stephen [1 ,2 ]
机构
[1] Michigan State Univ, Dept Phys & Astron, E Lansing, MI 48824 USA
[2] Genom Predict Inc, North Brunswick, NJ 08902 USA
[3] CARE Fertil Grp, Nottingham NG8 6PZ, England
[4] Liverpool John Moores Univ, Sch Pharm & Biomol Sci, Liverpool L2 2QP, Merseyside, England
关键词
genomics; complex trait prediction; PRS; in vitro fertilization; genetic engineering; BREAST-CANCER; PREDICTION; FREQUENCY; GENOMICS; SCORES; BRCA1; WOMEN;
D O I
10.3390/genes12081105
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Machine learning methods applied to large genomic datasets (such as those used in GWAS) have led to the creation of polygenic risk scores (PRSs) that can be used identify individuals who are at highly elevated risk for important disease conditions, such as coronary artery disease (CAD), diabetes, hypertension, breast cancer, and many more. PRSs have been validated in large population groups across multiple continents and are under evaluation for widespread clinical use in adult health. It has been shown that PRSs can be used to identify which of two individuals is at a lower disease risk, even when these two individuals are siblings from a shared family environment. The relative risk reduction (RRR) from choosing an embryo with a lower PRS (with respect to one chosen at random) can be quantified by using these sibling results. New technology for precise embryo genotyping allows more sophisticated preimplantation ranking with better results than the current method of selection that is based on morphology. We review the advances described above and discuss related ethical considerations.
引用
收藏
页数:8
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