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Estimation of intrafamilial DNA contamination in family trio genome sequencing using deviation from Mendelian inheritance

With the increasing number of sequencing projects involving families, quality control tools optimized for family genome sequencing are needed. However, accurately quantifying contamination in a DNA mixture is particularly difficult when genetically related family members are the sources. We develope...

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Autores principales: Yoon, Christopher J., Kim, Su Yeon, Nam, Chang Hyun, Lee, Junehawk, Park, Jung Woo, Mun, Jihyeob, Park, Seongyeol, Lee, Soyoung, Yi, Boram, Min, Kyoung Il, Wiley, Brian, Bolton, Kelly L., Lee, Jeong Ho, Kim, Eunjoon, Yoo, Hee Jeong, Jun, Jong Kwan, Choi, Ji Seon, Griffith, Malachi, Griffith, Obi L., Ju, Young Seok
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9808622/
https://www.ncbi.nlm.nih.gov/pubmed/36617634
http://dx.doi.org/10.1101/gr.276794.122
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author Yoon, Christopher J.
Kim, Su Yeon
Nam, Chang Hyun
Lee, Junehawk
Park, Jung Woo
Mun, Jihyeob
Park, Seongyeol
Lee, Soyoung
Yi, Boram
Min, Kyoung Il
Wiley, Brian
Bolton, Kelly L.
Lee, Jeong Ho
Kim, Eunjoon
Yoo, Hee Jeong
Jun, Jong Kwan
Choi, Ji Seon
Griffith, Malachi
Griffith, Obi L.
Ju, Young Seok
author_facet Yoon, Christopher J.
Kim, Su Yeon
Nam, Chang Hyun
Lee, Junehawk
Park, Jung Woo
Mun, Jihyeob
Park, Seongyeol
Lee, Soyoung
Yi, Boram
Min, Kyoung Il
Wiley, Brian
Bolton, Kelly L.
Lee, Jeong Ho
Kim, Eunjoon
Yoo, Hee Jeong
Jun, Jong Kwan
Choi, Ji Seon
Griffith, Malachi
Griffith, Obi L.
Ju, Young Seok
author_sort Yoon, Christopher J.
collection PubMed
description With the increasing number of sequencing projects involving families, quality control tools optimized for family genome sequencing are needed. However, accurately quantifying contamination in a DNA mixture is particularly difficult when genetically related family members are the sources. We developed TrioMix, a maximum likelihood estimation (MLE) framework based on Mendel's law of inheritance, to quantify DNA mixture between family members in genome sequencing data of parent–offspring trios. TrioMix can accurately deconvolute any intrafamilial DNA contamination, including parent–offspring, sibling–sibling, parent–parent, and even multiple familial sources. In addition, TrioMix can be applied to detect genomic abnormalities that deviate from Mendelian inheritance patterns, such as uniparental disomy (UPD) and chimerism. A genome-wide depth and variant allele frequency plot generated by TrioMix facilitates tracing the origin of Mendelian inheritance deviations. We showed that TrioMix could accurately deconvolute genomes in both simulated and real data sets.
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spelling pubmed-98086222023-01-20 Estimation of intrafamilial DNA contamination in family trio genome sequencing using deviation from Mendelian inheritance Yoon, Christopher J. Kim, Su Yeon Nam, Chang Hyun Lee, Junehawk Park, Jung Woo Mun, Jihyeob Park, Seongyeol Lee, Soyoung Yi, Boram Min, Kyoung Il Wiley, Brian Bolton, Kelly L. Lee, Jeong Ho Kim, Eunjoon Yoo, Hee Jeong Jun, Jong Kwan Choi, Ji Seon Griffith, Malachi Griffith, Obi L. Ju, Young Seok Genome Res Method With the increasing number of sequencing projects involving families, quality control tools optimized for family genome sequencing are needed. However, accurately quantifying contamination in a DNA mixture is particularly difficult when genetically related family members are the sources. We developed TrioMix, a maximum likelihood estimation (MLE) framework based on Mendel's law of inheritance, to quantify DNA mixture between family members in genome sequencing data of parent–offspring trios. TrioMix can accurately deconvolute any intrafamilial DNA contamination, including parent–offspring, sibling–sibling, parent–parent, and even multiple familial sources. In addition, TrioMix can be applied to detect genomic abnormalities that deviate from Mendelian inheritance patterns, such as uniparental disomy (UPD) and chimerism. A genome-wide depth and variant allele frequency plot generated by TrioMix facilitates tracing the origin of Mendelian inheritance deviations. We showed that TrioMix could accurately deconvolute genomes in both simulated and real data sets. Cold Spring Harbor Laboratory Press 2022 /pmc/articles/PMC9808622/ /pubmed/36617634 http://dx.doi.org/10.1101/gr.276794.122 Text en © 2022 Yoon et al.; Published by Cold Spring Harbor Laboratory Press https://creativecommons.org/licenses/by-nc/4.0/This article, published in Genome Research, is available under a Creative Commons License (Attribution-NonCommercial 4.0 International), as described at http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) .
spellingShingle Method
Yoon, Christopher J.
Kim, Su Yeon
Nam, Chang Hyun
Lee, Junehawk
Park, Jung Woo
Mun, Jihyeob
Park, Seongyeol
Lee, Soyoung
Yi, Boram
Min, Kyoung Il
Wiley, Brian
Bolton, Kelly L.
Lee, Jeong Ho
Kim, Eunjoon
Yoo, Hee Jeong
Jun, Jong Kwan
Choi, Ji Seon
Griffith, Malachi
Griffith, Obi L.
Ju, Young Seok
Estimation of intrafamilial DNA contamination in family trio genome sequencing using deviation from Mendelian inheritance
title Estimation of intrafamilial DNA contamination in family trio genome sequencing using deviation from Mendelian inheritance
title_full Estimation of intrafamilial DNA contamination in family trio genome sequencing using deviation from Mendelian inheritance
title_fullStr Estimation of intrafamilial DNA contamination in family trio genome sequencing using deviation from Mendelian inheritance
title_full_unstemmed Estimation of intrafamilial DNA contamination in family trio genome sequencing using deviation from Mendelian inheritance
title_short Estimation of intrafamilial DNA contamination in family trio genome sequencing using deviation from Mendelian inheritance
title_sort estimation of intrafamilial dna contamination in family trio genome sequencing using deviation from mendelian inheritance
topic Method
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9808622/
https://www.ncbi.nlm.nih.gov/pubmed/36617634
http://dx.doi.org/10.1101/gr.276794.122
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