Utility and First Clinical Application of Screening Embryos for Polygenic Disease Risk Reduction
For over 2 decades preimplantation genetic testing (PGT) has been in clinical use to reduce the risk of miscarriage and genetic disease in patients with advanced maternal age and risk of transmitting disease. Recently developed methods of genome-wide genotyping and machine learning algorithms now of...
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doaj-0524aeb888ec4c48be3956f2a02fd2962020-11-25T02:12:59ZengFrontiers Media S.A.Frontiers in Endocrinology1664-23922019-12-011010.3389/fendo.2019.00845485071Utility and First Clinical Application of Screening Embryos for Polygenic Disease Risk ReductionNathan R. Treff0Nathan R. Treff1Jennifer Eccles2Jennifer Eccles3Lou Lello4Lou Lello5Elan Bechor6Jeffrey Hsu7Kathryn Plunkett8Kathryn Plunkett9Raymond Zimmerman10Raymond Zimmerman11Bhavini Rana12Bhavini Rana13Artem Samoilenko14Steven Hsu15Laurent C. A. M. Tellier16Laurent C. A. M. Tellier17Laurent C. A. M. Tellier18Genomic Prediction Inc., North Brunswick, NJ, United StatesGenomic Prediction Clinical Laboratory, North Brunswick, NJ, United StatesGenomic Prediction Inc., North Brunswick, NJ, United StatesGenomic Prediction Clinical Laboratory, North Brunswick, NJ, United StatesGenomic Prediction Inc., North Brunswick, NJ, United StatesDepartment of Physics and Astronomy, Michigan State University, East Lansing, MI, United StatesGenomic Prediction Inc., North Brunswick, NJ, United StatesGenomic Prediction Inc., North Brunswick, NJ, United StatesGenomic Prediction Inc., North Brunswick, NJ, United StatesGenomic Prediction Clinical Laboratory, North Brunswick, NJ, United StatesGenomic Prediction Inc., North Brunswick, NJ, United StatesGenomic Prediction Clinical Laboratory, North Brunswick, NJ, United StatesGenomic Prediction Inc., North Brunswick, NJ, United StatesGenomic Prediction Clinical Laboratory, North Brunswick, NJ, United StatesGenomic Prediction Inc., North Brunswick, NJ, United StatesDepartment of Physics and Astronomy, Michigan State University, East Lansing, MI, United StatesGenomic Prediction Inc., North Brunswick, NJ, United StatesGenomic Prediction Clinical Laboratory, North Brunswick, NJ, United StatesDepartment of Physics and Astronomy, Michigan State University, East Lansing, MI, United StatesFor over 2 decades preimplantation genetic testing (PGT) has been in clinical use to reduce the risk of miscarriage and genetic disease in patients with advanced maternal age and risk of transmitting disease. Recently developed methods of genome-wide genotyping and machine learning algorithms now offer the ability to genotype embryos for polygenic disease risk with accuracy equivalent to adults. In addition, contemporary studies on adults indicate the ability to predict polygenic disorders with risk equivalent to monogenic disorders. Existing biobanks provide opportunities to model the clinical utility of polygenic disease risk reduction among sibling adults. Here, we provide a mathematical model for the use of embryo screening to reduce the risk of type 1 diabetes. Results indicate a 45–72% reduced risk with blinded genetic selection of one sibling. The first clinical case of polygenic risk scoring in human preimplantation embryos from patients with a family history of complex disease is reported. In addition to these data, several common and accepted practices place PGT for polygenic disease risk in the applicable context of contemporary reproductive medicine. In addition, prediction of risk for PCOS, endometriosis, and aneuploidy are of particular interest and relevance to patients with infertility and represent an important focus of future research on polygenic risk scoring in embryos.https://www.frontiersin.org/article/10.3389/fendo.2019.00845/fullpolygenic risk scorepreimplantation genetic testingadvanced maternal ageaneuploidytype 1 diabetes |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Nathan R. Treff Nathan R. Treff Jennifer Eccles Jennifer Eccles Lou Lello Lou Lello Elan Bechor Jeffrey Hsu Kathryn Plunkett Kathryn Plunkett Raymond Zimmerman Raymond Zimmerman Bhavini Rana Bhavini Rana Artem Samoilenko Steven Hsu Laurent C. A. M. Tellier Laurent C. A. M. Tellier Laurent C. A. M. Tellier |
spellingShingle |
Nathan R. Treff Nathan R. Treff Jennifer Eccles Jennifer Eccles Lou Lello Lou Lello Elan Bechor Jeffrey Hsu Kathryn Plunkett Kathryn Plunkett Raymond Zimmerman Raymond Zimmerman Bhavini Rana Bhavini Rana Artem Samoilenko Steven Hsu Laurent C. A. M. Tellier Laurent C. A. M. Tellier Laurent C. A. M. Tellier Utility and First Clinical Application of Screening Embryos for Polygenic Disease Risk Reduction Frontiers in Endocrinology polygenic risk score preimplantation genetic testing advanced maternal age aneuploidy type 1 diabetes |
author_facet |
Nathan R. Treff Nathan R. Treff Jennifer Eccles Jennifer Eccles Lou Lello Lou Lello Elan Bechor Jeffrey Hsu Kathryn Plunkett Kathryn Plunkett Raymond Zimmerman Raymond Zimmerman Bhavini Rana Bhavini Rana Artem Samoilenko Steven Hsu Laurent C. A. M. Tellier Laurent C. A. M. Tellier Laurent C. A. M. Tellier |
author_sort |
Nathan R. Treff |
title |
Utility and First Clinical Application of Screening Embryos for Polygenic Disease Risk Reduction |
title_short |
Utility and First Clinical Application of Screening Embryos for Polygenic Disease Risk Reduction |
title_full |
Utility and First Clinical Application of Screening Embryos for Polygenic Disease Risk Reduction |
title_fullStr |
Utility and First Clinical Application of Screening Embryos for Polygenic Disease Risk Reduction |
title_full_unstemmed |
Utility and First Clinical Application of Screening Embryos for Polygenic Disease Risk Reduction |
title_sort |
utility and first clinical application of screening embryos for polygenic disease risk reduction |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Endocrinology |
issn |
1664-2392 |
publishDate |
2019-12-01 |
description |
For over 2 decades preimplantation genetic testing (PGT) has been in clinical use to reduce the risk of miscarriage and genetic disease in patients with advanced maternal age and risk of transmitting disease. Recently developed methods of genome-wide genotyping and machine learning algorithms now offer the ability to genotype embryos for polygenic disease risk with accuracy equivalent to adults. In addition, contemporary studies on adults indicate the ability to predict polygenic disorders with risk equivalent to monogenic disorders. Existing biobanks provide opportunities to model the clinical utility of polygenic disease risk reduction among sibling adults. Here, we provide a mathematical model for the use of embryo screening to reduce the risk of type 1 diabetes. Results indicate a 45–72% reduced risk with blinded genetic selection of one sibling. The first clinical case of polygenic risk scoring in human preimplantation embryos from patients with a family history of complex disease is reported. In addition to these data, several common and accepted practices place PGT for polygenic disease risk in the applicable context of contemporary reproductive medicine. In addition, prediction of risk for PCOS, endometriosis, and aneuploidy are of particular interest and relevance to patients with infertility and represent an important focus of future research on polygenic risk scoring in embryos. |
topic |
polygenic risk score preimplantation genetic testing advanced maternal age aneuploidy type 1 diabetes |
url |
https://www.frontiersin.org/article/10.3389/fendo.2019.00845/full |
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