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Estimation of cell-free fetal DNA fraction from maternal plasma based on linkage disequilibrium information

Cell-free fetal DNA fraction (FF) in maternal plasma is a key parameter affecting the performance of noninvasive prenatal testing (NIPT). Accurate quantitation of FF plays a pivotal role in these tests. However, there are few methods that could determine FF with high accuracy using shallow‐depth who...

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Detalles Bibliográficos
Autores principales: Ju, Jia, Li, Jia, Liu, Siyang, Zhang, Haiqiang, Xu, Jinjin, Lin, Yu, Gao, Ya, Zhou, Yulin, Jin, Xin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8511193/
https://www.ncbi.nlm.nih.gov/pubmed/34642337
http://dx.doi.org/10.1038/s41525-021-00247-z
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author Ju, Jia
Li, Jia
Liu, Siyang
Zhang, Haiqiang
Xu, Jinjin
Lin, Yu
Gao, Ya
Zhou, Yulin
Jin, Xin
author_facet Ju, Jia
Li, Jia
Liu, Siyang
Zhang, Haiqiang
Xu, Jinjin
Lin, Yu
Gao, Ya
Zhou, Yulin
Jin, Xin
author_sort Ju, Jia
collection PubMed
description Cell-free fetal DNA fraction (FF) in maternal plasma is a key parameter affecting the performance of noninvasive prenatal testing (NIPT). Accurate quantitation of FF plays a pivotal role in these tests. However, there are few methods that could determine FF with high accuracy using shallow‐depth whole‐genome sequencing data. In this study, we hypothesized that the actual FF in maternal plasma should be proportional to the discrepancy rate between the observed genotypes and inferred genotypes based on the linkage disequilibrium rule in certain polymorphism sites. Based on this hypothesis, we developed a method named Linkage Disequilibrium information-based cell-free Fetal DNA Fraction (LDFF) to accurately quantify FF in maternal plasma. This method achieves a high performance and outperforms existing methods in the fetal DNA fraction estimation. As LDFF is a gender-independent method and developed on shallow-depth samples, it can be easily incorporated into routine NIPT test and may enhance the current NIPT performance.
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spelling pubmed-85111932021-10-29 Estimation of cell-free fetal DNA fraction from maternal plasma based on linkage disequilibrium information Ju, Jia Li, Jia Liu, Siyang Zhang, Haiqiang Xu, Jinjin Lin, Yu Gao, Ya Zhou, Yulin Jin, Xin NPJ Genom Med Article Cell-free fetal DNA fraction (FF) in maternal plasma is a key parameter affecting the performance of noninvasive prenatal testing (NIPT). Accurate quantitation of FF plays a pivotal role in these tests. However, there are few methods that could determine FF with high accuracy using shallow‐depth whole‐genome sequencing data. In this study, we hypothesized that the actual FF in maternal plasma should be proportional to the discrepancy rate between the observed genotypes and inferred genotypes based on the linkage disequilibrium rule in certain polymorphism sites. Based on this hypothesis, we developed a method named Linkage Disequilibrium information-based cell-free Fetal DNA Fraction (LDFF) to accurately quantify FF in maternal plasma. This method achieves a high performance and outperforms existing methods in the fetal DNA fraction estimation. As LDFF is a gender-independent method and developed on shallow-depth samples, it can be easily incorporated into routine NIPT test and may enhance the current NIPT performance. Nature Publishing Group UK 2021-10-12 /pmc/articles/PMC8511193/ /pubmed/34642337 http://dx.doi.org/10.1038/s41525-021-00247-z Text en © The Author(s) 2021 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Ju, Jia
Li, Jia
Liu, Siyang
Zhang, Haiqiang
Xu, Jinjin
Lin, Yu
Gao, Ya
Zhou, Yulin
Jin, Xin
Estimation of cell-free fetal DNA fraction from maternal plasma based on linkage disequilibrium information
title Estimation of cell-free fetal DNA fraction from maternal plasma based on linkage disequilibrium information
title_full Estimation of cell-free fetal DNA fraction from maternal plasma based on linkage disequilibrium information
title_fullStr Estimation of cell-free fetal DNA fraction from maternal plasma based on linkage disequilibrium information
title_full_unstemmed Estimation of cell-free fetal DNA fraction from maternal plasma based on linkage disequilibrium information
title_short Estimation of cell-free fetal DNA fraction from maternal plasma based on linkage disequilibrium information
title_sort estimation of cell-free fetal dna fraction from maternal plasma based on linkage disequilibrium information
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8511193/
https://www.ncbi.nlm.nih.gov/pubmed/34642337
http://dx.doi.org/10.1038/s41525-021-00247-z
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