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Identification of rare DNA variants in mitochondrial disorders with improved array-based sequencing

A common goal in the discovery of rare functional DNA variants via medical resequencing is to incur a relatively lower proportion of false positive base-calls. We developed a novel statistical method for resequencing arrays (SRMA, sequence robust multi-array analysis) to increase the accuracy of det...

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Autores principales: Wang, Wenyi, Shen, Peidong, Thiyagarajan, Sreedevi, Lin, Shengrong, Palm, Curtis, Horvath, Rita, Klopstock, Thomas, Cutler, David, Pique, Lynn, Schrijver, Iris, Davis, Ronald W., Mindrinos, Michael, Speed, Terence P., Scharfe, Curt
Formato: Texto
Lenguaje:English
Publicado: Oxford University Press 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3017602/
https://www.ncbi.nlm.nih.gov/pubmed/20843780
http://dx.doi.org/10.1093/nar/gkq750
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author Wang, Wenyi
Shen, Peidong
Thiyagarajan, Sreedevi
Lin, Shengrong
Palm, Curtis
Horvath, Rita
Klopstock, Thomas
Cutler, David
Pique, Lynn
Schrijver, Iris
Davis, Ronald W.
Mindrinos, Michael
Speed, Terence P.
Scharfe, Curt
author_facet Wang, Wenyi
Shen, Peidong
Thiyagarajan, Sreedevi
Lin, Shengrong
Palm, Curtis
Horvath, Rita
Klopstock, Thomas
Cutler, David
Pique, Lynn
Schrijver, Iris
Davis, Ronald W.
Mindrinos, Michael
Speed, Terence P.
Scharfe, Curt
author_sort Wang, Wenyi
collection PubMed
description A common goal in the discovery of rare functional DNA variants via medical resequencing is to incur a relatively lower proportion of false positive base-calls. We developed a novel statistical method for resequencing arrays (SRMA, sequence robust multi-array analysis) to increase the accuracy of detecting rare variants and reduce the costs in subsequent sequence verifications required in medical applications. SRMA includes single and multi-array analysis and accounts for technical variables as well as the possibility of both low- and high-frequency genomic variation. The confidence of each base-call was ranked using two quality measures. In comparison to Sanger capillary sequencing, we achieved a false discovery rate of 2% (false positive rate 1.2 × 10(−5), false negative rate 5%), which is similar to automated second-generation sequencing technologies. Applied to the analysis of 39 nuclear candidate genes in disorders of mitochondrial DNA (mtDNA) maintenance, we confirmed mutations in the DNA polymerase gamma POLG in positive control cases, and identified novel rare variants in previously undiagnosed cases in the mitochondrial topoisomerase TOP1MT, the mismatch repair enzyme MUTYH, and the apurinic-apyrimidinic endonuclease APEX2. Some patients carried rare heterozygous variants in several functionally interacting genes, which could indicate synergistic genetic effects in these clinically similar disorders.
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spelling pubmed-30176022011-01-10 Identification of rare DNA variants in mitochondrial disorders with improved array-based sequencing Wang, Wenyi Shen, Peidong Thiyagarajan, Sreedevi Lin, Shengrong Palm, Curtis Horvath, Rita Klopstock, Thomas Cutler, David Pique, Lynn Schrijver, Iris Davis, Ronald W. Mindrinos, Michael Speed, Terence P. Scharfe, Curt Nucleic Acids Res Computational Biology A common goal in the discovery of rare functional DNA variants via medical resequencing is to incur a relatively lower proportion of false positive base-calls. We developed a novel statistical method for resequencing arrays (SRMA, sequence robust multi-array analysis) to increase the accuracy of detecting rare variants and reduce the costs in subsequent sequence verifications required in medical applications. SRMA includes single and multi-array analysis and accounts for technical variables as well as the possibility of both low- and high-frequency genomic variation. The confidence of each base-call was ranked using two quality measures. In comparison to Sanger capillary sequencing, we achieved a false discovery rate of 2% (false positive rate 1.2 × 10(−5), false negative rate 5%), which is similar to automated second-generation sequencing technologies. Applied to the analysis of 39 nuclear candidate genes in disorders of mitochondrial DNA (mtDNA) maintenance, we confirmed mutations in the DNA polymerase gamma POLG in positive control cases, and identified novel rare variants in previously undiagnosed cases in the mitochondrial topoisomerase TOP1MT, the mismatch repair enzyme MUTYH, and the apurinic-apyrimidinic endonuclease APEX2. Some patients carried rare heterozygous variants in several functionally interacting genes, which could indicate synergistic genetic effects in these clinically similar disorders. Oxford University Press 2011-01 2010-09-15 /pmc/articles/PMC3017602/ /pubmed/20843780 http://dx.doi.org/10.1093/nar/gkq750 Text en © The Author(s) 2010. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/2.5 This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/2.5), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Computational Biology
Wang, Wenyi
Shen, Peidong
Thiyagarajan, Sreedevi
Lin, Shengrong
Palm, Curtis
Horvath, Rita
Klopstock, Thomas
Cutler, David
Pique, Lynn
Schrijver, Iris
Davis, Ronald W.
Mindrinos, Michael
Speed, Terence P.
Scharfe, Curt
Identification of rare DNA variants in mitochondrial disorders with improved array-based sequencing
title Identification of rare DNA variants in mitochondrial disorders with improved array-based sequencing
title_full Identification of rare DNA variants in mitochondrial disorders with improved array-based sequencing
title_fullStr Identification of rare DNA variants in mitochondrial disorders with improved array-based sequencing
title_full_unstemmed Identification of rare DNA variants in mitochondrial disorders with improved array-based sequencing
title_short Identification of rare DNA variants in mitochondrial disorders with improved array-based sequencing
title_sort identification of rare dna variants in mitochondrial disorders with improved array-based sequencing
topic Computational Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3017602/
https://www.ncbi.nlm.nih.gov/pubmed/20843780
http://dx.doi.org/10.1093/nar/gkq750
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