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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2018
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.
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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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