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Reliability of Whole-Exome Sequencing for Assessing Intratumor Genetic Heterogeneity
Multi-region sequencing is used to detect intratumor genetic heterogeneity (ITGH) in tumors. To assess whether genuine ITGH can be distinguished from sequencing artifacts, we performed whole-exome sequencing (WES) on three anatomically distinct regions of the same tumor with technical replicates to...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6261536/ https://www.ncbi.nlm.nih.gov/pubmed/30404001 http://dx.doi.org/10.1016/j.celrep.2018.10.046 |
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author | Shi, Weiwei Ng, Charlotte K.Y. Lim, Raymond S. Jiang, Tingting Kumar, Sushant Li, Xiaotong Wali, Vikram B. Piscuoglio, Salvatore Gerstein, Mark B. Chagpar, Anees B. Weigelt, Britta Pusztai, Lajos Reis-Filho, Jorge S. Hatzis, Christos |
author_facet | Shi, Weiwei Ng, Charlotte K.Y. Lim, Raymond S. Jiang, Tingting Kumar, Sushant Li, Xiaotong Wali, Vikram B. Piscuoglio, Salvatore Gerstein, Mark B. Chagpar, Anees B. Weigelt, Britta Pusztai, Lajos Reis-Filho, Jorge S. Hatzis, Christos |
author_sort | Shi, Weiwei |
collection | PubMed |
description | Multi-region sequencing is used to detect intratumor genetic heterogeneity (ITGH) in tumors. To assess whether genuine ITGH can be distinguished from sequencing artifacts, we performed whole-exome sequencing (WES) on three anatomically distinct regions of the same tumor with technical replicates to estimate technical noise. Somatic variants were detected with three different WES pipelines and subsequently validated by high-depth amplicon sequencing. The cancer-only pipeline was unreliable, with about 69% of the identified somatic variants being false positive. Even with matched normal DNA for which 82% of the somatic variants were detected reliably, only 36%–78% were found consistently in technical replicate pairs. Overall, 34%–80% of the discordant somatic variants, which could be interpreted as ITGH, were found to constitute technical noise. Excluding mutations affecting low-mappability regions or occurring in certain mutational contexts was found to reduce artifacts, yet detection of sub-clonal mutations by WES in the absence of orthogonal validation remains unreliable. |
format | Online Article Text |
id | pubmed-6261536 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
record_format | MEDLINE/PubMed |
spelling | pubmed-62615362018-11-28 Reliability of Whole-Exome Sequencing for Assessing Intratumor Genetic Heterogeneity Shi, Weiwei Ng, Charlotte K.Y. Lim, Raymond S. Jiang, Tingting Kumar, Sushant Li, Xiaotong Wali, Vikram B. Piscuoglio, Salvatore Gerstein, Mark B. Chagpar, Anees B. Weigelt, Britta Pusztai, Lajos Reis-Filho, Jorge S. Hatzis, Christos Cell Rep Article Multi-region sequencing is used to detect intratumor genetic heterogeneity (ITGH) in tumors. To assess whether genuine ITGH can be distinguished from sequencing artifacts, we performed whole-exome sequencing (WES) on three anatomically distinct regions of the same tumor with technical replicates to estimate technical noise. Somatic variants were detected with three different WES pipelines and subsequently validated by high-depth amplicon sequencing. The cancer-only pipeline was unreliable, with about 69% of the identified somatic variants being false positive. Even with matched normal DNA for which 82% of the somatic variants were detected reliably, only 36%–78% were found consistently in technical replicate pairs. Overall, 34%–80% of the discordant somatic variants, which could be interpreted as ITGH, were found to constitute technical noise. Excluding mutations affecting low-mappability regions or occurring in certain mutational contexts was found to reduce artifacts, yet detection of sub-clonal mutations by WES in the absence of orthogonal validation remains unreliable. 2018-11-06 /pmc/articles/PMC6261536/ /pubmed/30404001 http://dx.doi.org/10.1016/j.celrep.2018.10.046 Text en http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license. |
spellingShingle | Article Shi, Weiwei Ng, Charlotte K.Y. Lim, Raymond S. Jiang, Tingting Kumar, Sushant Li, Xiaotong Wali, Vikram B. Piscuoglio, Salvatore Gerstein, Mark B. Chagpar, Anees B. Weigelt, Britta Pusztai, Lajos Reis-Filho, Jorge S. Hatzis, Christos Reliability of Whole-Exome Sequencing for Assessing Intratumor Genetic Heterogeneity |
title | Reliability of Whole-Exome Sequencing for Assessing Intratumor Genetic Heterogeneity |
title_full | Reliability of Whole-Exome Sequencing for Assessing Intratumor Genetic Heterogeneity |
title_fullStr | Reliability of Whole-Exome Sequencing for Assessing Intratumor Genetic Heterogeneity |
title_full_unstemmed | Reliability of Whole-Exome Sequencing for Assessing Intratumor Genetic Heterogeneity |
title_short | Reliability of Whole-Exome Sequencing for Assessing Intratumor Genetic Heterogeneity |
title_sort | reliability of whole-exome sequencing for assessing intratumor genetic heterogeneity |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6261536/ https://www.ncbi.nlm.nih.gov/pubmed/30404001 http://dx.doi.org/10.1016/j.celrep.2018.10.046 |
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