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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6915076/ https://www.ncbi.nlm.nih.gov/pubmed/31920964 http://dx.doi.org/10.3389/fendo.2019.00845 |
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author | Treff, Nathan R. Eccles, Jennifer Lello, Lou Bechor, Elan Hsu, Jeffrey Plunkett, Kathryn Zimmerman, Raymond Rana, Bhavini Samoilenko, Artem Hsu, Steven Tellier, Laurent C. A. M. |
author_facet | Treff, Nathan R. Eccles, Jennifer Lello, Lou Bechor, Elan Hsu, Jeffrey Plunkett, Kathryn Zimmerman, Raymond Rana, Bhavini Samoilenko, Artem Hsu, Steven Tellier, Laurent C. A. M. |
author_sort | Treff, Nathan R. |
collection | PubMed |
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. |
format | Online Article Text |
id | pubmed-6915076 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-69150762020-01-09 Utility and First Clinical Application of Screening Embryos for Polygenic Disease Risk Reduction Treff, Nathan R. Eccles, Jennifer Lello, Lou Bechor, Elan Hsu, Jeffrey Plunkett, Kathryn Zimmerman, Raymond Rana, Bhavini Samoilenko, Artem Hsu, Steven Tellier, Laurent C. A. M. Front Endocrinol (Lausanne) Endocrinology 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. Frontiers Media S.A. 2019-12-04 /pmc/articles/PMC6915076/ /pubmed/31920964 http://dx.doi.org/10.3389/fendo.2019.00845 Text en Copyright © 2019 Treff, Eccles, Lello, Bechor, Hsu, Plunkett, Zimmerman, Rana, Samoilenko, Hsu and Tellier. 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 | Endocrinology Treff, Nathan R. Eccles, Jennifer Lello, Lou Bechor, Elan Hsu, Jeffrey Plunkett, Kathryn Zimmerman, Raymond Rana, Bhavini Samoilenko, Artem Hsu, Steven Tellier, Laurent C. A. M. Utility and First Clinical Application of Screening Embryos for Polygenic Disease Risk Reduction |
title | 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_short | 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 |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6915076/ https://www.ncbi.nlm.nih.gov/pubmed/31920964 http://dx.doi.org/10.3389/fendo.2019.00845 |
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