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Chromosomal phase improves aneuploidy detection in non-invasive prenatal testing at low fetal DNA fractions

Non-invasive prenatal testing (NIPT) to detect fetal aneuploidy by sequencing the cell-free DNA (cfDNA) in maternal plasma is being broadly adopted. To detect fetal aneuploidies from maternal plasma, where fetal DNA is mixed with far-larger amounts of maternal DNA, NIPT requires a minimum fraction o...

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Autores principales: Genovese, Giulio, Mello, Curtis J., Loh, Po-Ru, Handsaker, Robert E., Kashin, Seva, Whelan, Christopher W., Bayer-Zwirello, Lucy A., McCarroll, Steven A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9283487/
https://www.ncbi.nlm.nih.gov/pubmed/35835769
http://dx.doi.org/10.1038/s41598-022-14049-5
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author Genovese, Giulio
Mello, Curtis J.
Loh, Po-Ru
Handsaker, Robert E.
Kashin, Seva
Whelan, Christopher W.
Bayer-Zwirello, Lucy A.
McCarroll, Steven A.
author_facet Genovese, Giulio
Mello, Curtis J.
Loh, Po-Ru
Handsaker, Robert E.
Kashin, Seva
Whelan, Christopher W.
Bayer-Zwirello, Lucy A.
McCarroll, Steven A.
author_sort Genovese, Giulio
collection PubMed
description Non-invasive prenatal testing (NIPT) to detect fetal aneuploidy by sequencing the cell-free DNA (cfDNA) in maternal plasma is being broadly adopted. To detect fetal aneuploidies from maternal plasma, where fetal DNA is mixed with far-larger amounts of maternal DNA, NIPT requires a minimum fraction of the circulating cfDNA to be of placental origin, a level which is usually attained beginning at 10 weeks gestational age. We present an approach that leverages the arrangement of alleles along homologous chromosomes—also known as chromosomal phase—to make NIPT analyses more conclusive. We validate our approach with in silico simulations, then re-analyze data from a pregnant mother who, due to a fetal DNA fraction of 3.4%, received an inconclusive aneuploidy determination through NIPT. We find that the presence of a trisomy 18 fetus can be conclusively inferred from the patient’s same molecular data when chromosomal phase is incorporated into the analysis. Key to the effectiveness of our approach is the ability of homologous chromosomes to act as natural controls for each other and the ability of chromosomal phase to integrate subtle quantitative signals across very many sequence variants. These results show that chromosomal phase increases the sensitivity of a common laboratory test, an idea that could also advance cfDNA analyses for cancer detection.
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spelling pubmed-92834872022-07-16 Chromosomal phase improves aneuploidy detection in non-invasive prenatal testing at low fetal DNA fractions Genovese, Giulio Mello, Curtis J. Loh, Po-Ru Handsaker, Robert E. Kashin, Seva Whelan, Christopher W. Bayer-Zwirello, Lucy A. McCarroll, Steven A. Sci Rep Article Non-invasive prenatal testing (NIPT) to detect fetal aneuploidy by sequencing the cell-free DNA (cfDNA) in maternal plasma is being broadly adopted. To detect fetal aneuploidies from maternal plasma, where fetal DNA is mixed with far-larger amounts of maternal DNA, NIPT requires a minimum fraction of the circulating cfDNA to be of placental origin, a level which is usually attained beginning at 10 weeks gestational age. We present an approach that leverages the arrangement of alleles along homologous chromosomes—also known as chromosomal phase—to make NIPT analyses more conclusive. We validate our approach with in silico simulations, then re-analyze data from a pregnant mother who, due to a fetal DNA fraction of 3.4%, received an inconclusive aneuploidy determination through NIPT. We find that the presence of a trisomy 18 fetus can be conclusively inferred from the patient’s same molecular data when chromosomal phase is incorporated into the analysis. Key to the effectiveness of our approach is the ability of homologous chromosomes to act as natural controls for each other and the ability of chromosomal phase to integrate subtle quantitative signals across very many sequence variants. These results show that chromosomal phase increases the sensitivity of a common laboratory test, an idea that could also advance cfDNA analyses for cancer detection. Nature Publishing Group UK 2022-07-14 /pmc/articles/PMC9283487/ /pubmed/35835769 http://dx.doi.org/10.1038/s41598-022-14049-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Genovese, Giulio
Mello, Curtis J.
Loh, Po-Ru
Handsaker, Robert E.
Kashin, Seva
Whelan, Christopher W.
Bayer-Zwirello, Lucy A.
McCarroll, Steven A.
Chromosomal phase improves aneuploidy detection in non-invasive prenatal testing at low fetal DNA fractions
title Chromosomal phase improves aneuploidy detection in non-invasive prenatal testing at low fetal DNA fractions
title_full Chromosomal phase improves aneuploidy detection in non-invasive prenatal testing at low fetal DNA fractions
title_fullStr Chromosomal phase improves aneuploidy detection in non-invasive prenatal testing at low fetal DNA fractions
title_full_unstemmed Chromosomal phase improves aneuploidy detection in non-invasive prenatal testing at low fetal DNA fractions
title_short Chromosomal phase improves aneuploidy detection in non-invasive prenatal testing at low fetal DNA fractions
title_sort chromosomal phase improves aneuploidy detection in non-invasive prenatal testing at low fetal dna fractions
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9283487/
https://www.ncbi.nlm.nih.gov/pubmed/35835769
http://dx.doi.org/10.1038/s41598-022-14049-5
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