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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...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Texto |
Lenguaje: | English |
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Oxford University Press
2011
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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. |
format | Text |
id | pubmed-3017602 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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