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An Advanced Model to Precisely Estimate the Cell-Free Fetal DNA Concentration in Maternal Plasma
BACKGROUND: With the speedy development of sequencing technologies, noninvasive prenatal testing (NIPT) has been widely applied in clinical practice for testing for fetal aneuploidy. The cell-free fetal DNA (cffDNA) concentration in maternal plasma is the most critical parameter for this technology...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5035032/ https://www.ncbi.nlm.nih.gov/pubmed/27662469 http://dx.doi.org/10.1371/journal.pone.0161928 |
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author | Kang, Xiongbin Xia, Jun Wang, Yicong Xu, Huixin Jiang, Haojun Xie, Weiwei Chen, Fang Zeng, Peng Li, Xuchao Xie, Yifan Liu, Hongtai Huang, Guodong Chen, Dayang Liu, Ping Jiang, Hui Zhang, Xiuqing |
author_facet | Kang, Xiongbin Xia, Jun Wang, Yicong Xu, Huixin Jiang, Haojun Xie, Weiwei Chen, Fang Zeng, Peng Li, Xuchao Xie, Yifan Liu, Hongtai Huang, Guodong Chen, Dayang Liu, Ping Jiang, Hui Zhang, Xiuqing |
author_sort | Kang, Xiongbin |
collection | PubMed |
description | BACKGROUND: With the speedy development of sequencing technologies, noninvasive prenatal testing (NIPT) has been widely applied in clinical practice for testing for fetal aneuploidy. The cell-free fetal DNA (cffDNA) concentration in maternal plasma is the most critical parameter for this technology because it affects the accuracy of NIPT-based sequencing for fetal trisomies 21, 18 and 13. Several approaches have been developed to calculate the cffDNA fraction of the total cell-free DNA in the maternal plasma. However, most approaches depend on specific single nucleotide polymorphism (SNP) allele information or are restricted to male fetuses. METHODS: In this study, we present an innovative method to accurately deduce the concentration of the cffDNA fraction using only maternal plasma DNA. SNPs were classified into four maternal-fetal genotype combinations and three boundaries were added to capture effective SNP loci in which the mother was homozygous and the fetus was heterozygous. The median value of the concentration of the fetal DNA fraction was estimated using the effective SNPs. A depth-bias correction was performed using simulated data and corresponding regression equations for adjustments when the depth of the sequencing data was below 100-fold or the cffDNA fraction is less than 10%. RESULTS: Using our approach, the median of the relative bias was 0.4% in 18 maternal plasma samples with a median sequencing depth of 125-fold. There was a significant association (r = 0.935) between our estimations and the estimations inferred from the Y chromosome. Furthermore, this approach could precisely estimate a cffDNA fraction as low as 3%, using only maternal plasma DNA at the targeted region with a sequencing depth of 65-fold. We also used PCR instead of parallel sequencing to calculate the cffDNA fraction. There was a significant association (r = 98.2%) between our estimations and those inferred from the Y chromosome. |
format | Online Article Text |
id | pubmed-5035032 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-50350322016-10-10 An Advanced Model to Precisely Estimate the Cell-Free Fetal DNA Concentration in Maternal Plasma Kang, Xiongbin Xia, Jun Wang, Yicong Xu, Huixin Jiang, Haojun Xie, Weiwei Chen, Fang Zeng, Peng Li, Xuchao Xie, Yifan Liu, Hongtai Huang, Guodong Chen, Dayang Liu, Ping Jiang, Hui Zhang, Xiuqing PLoS One Research Article BACKGROUND: With the speedy development of sequencing technologies, noninvasive prenatal testing (NIPT) has been widely applied in clinical practice for testing for fetal aneuploidy. The cell-free fetal DNA (cffDNA) concentration in maternal plasma is the most critical parameter for this technology because it affects the accuracy of NIPT-based sequencing for fetal trisomies 21, 18 and 13. Several approaches have been developed to calculate the cffDNA fraction of the total cell-free DNA in the maternal plasma. However, most approaches depend on specific single nucleotide polymorphism (SNP) allele information or are restricted to male fetuses. METHODS: In this study, we present an innovative method to accurately deduce the concentration of the cffDNA fraction using only maternal plasma DNA. SNPs were classified into four maternal-fetal genotype combinations and three boundaries were added to capture effective SNP loci in which the mother was homozygous and the fetus was heterozygous. The median value of the concentration of the fetal DNA fraction was estimated using the effective SNPs. A depth-bias correction was performed using simulated data and corresponding regression equations for adjustments when the depth of the sequencing data was below 100-fold or the cffDNA fraction is less than 10%. RESULTS: Using our approach, the median of the relative bias was 0.4% in 18 maternal plasma samples with a median sequencing depth of 125-fold. There was a significant association (r = 0.935) between our estimations and the estimations inferred from the Y chromosome. Furthermore, this approach could precisely estimate a cffDNA fraction as low as 3%, using only maternal plasma DNA at the targeted region with a sequencing depth of 65-fold. We also used PCR instead of parallel sequencing to calculate the cffDNA fraction. There was a significant association (r = 98.2%) between our estimations and those inferred from the Y chromosome. Public Library of Science 2016-09-23 /pmc/articles/PMC5035032/ /pubmed/27662469 http://dx.doi.org/10.1371/journal.pone.0161928 Text en © 2016 Kang et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Kang, Xiongbin Xia, Jun Wang, Yicong Xu, Huixin Jiang, Haojun Xie, Weiwei Chen, Fang Zeng, Peng Li, Xuchao Xie, Yifan Liu, Hongtai Huang, Guodong Chen, Dayang Liu, Ping Jiang, Hui Zhang, Xiuqing An Advanced Model to Precisely Estimate the Cell-Free Fetal DNA Concentration in Maternal Plasma |
title | An Advanced Model to Precisely Estimate the Cell-Free Fetal DNA Concentration in Maternal Plasma |
title_full | An Advanced Model to Precisely Estimate the Cell-Free Fetal DNA Concentration in Maternal Plasma |
title_fullStr | An Advanced Model to Precisely Estimate the Cell-Free Fetal DNA Concentration in Maternal Plasma |
title_full_unstemmed | An Advanced Model to Precisely Estimate the Cell-Free Fetal DNA Concentration in Maternal Plasma |
title_short | An Advanced Model to Precisely Estimate the Cell-Free Fetal DNA Concentration in Maternal Plasma |
title_sort | advanced model to precisely estimate the cell-free fetal dna concentration in maternal plasma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5035032/ https://www.ncbi.nlm.nih.gov/pubmed/27662469 http://dx.doi.org/10.1371/journal.pone.0161928 |
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