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Feasibility of whole genome and transcriptome profiling in pediatric and young adult cancers
The utility of cancer whole genome and transcriptome sequencing (cWGTS) in oncology is increasingly recognized. However, implementation of cWGTS is challenged by the need to deliver results within clinically relevant timeframes, concerns about assay sensitivity, reporting and prioritization of findi...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9117241/ https://www.ncbi.nlm.nih.gov/pubmed/35585047 http://dx.doi.org/10.1038/s41467-022-30233-7 |
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author | Shukla, N. Levine, M. F. Gundem, G. Domenico, D. Spitzer, B. Bouvier, N. Arango-Ossa, J. E. Glodzik, D. Medina-Martínez, J. S. Bhanot, U. Gutiérrez-Abril, J. Zhou, Y. Fiala, E. Stockfisch, E. Li, S. Rodriguez-Sanchez, M. I. O’Donohue, T. Cobbs, C. Roehrl, M. H. A. Benhamida, J. Iglesias Cardenas, F. Ortiz, M. Kinnaman, M. Roberts, S. Ladanyi, M. Modak, S. Farouk-Sait, S. Slotkin, E. Karajannis, M. A. Dela Cruz, F. Glade Bender, J. Zehir, A. Viale, A. Walsh, M. F. Kung, A. L. Papaemmanuil, E. |
author_facet | Shukla, N. Levine, M. F. Gundem, G. Domenico, D. Spitzer, B. Bouvier, N. Arango-Ossa, J. E. Glodzik, D. Medina-Martínez, J. S. Bhanot, U. Gutiérrez-Abril, J. Zhou, Y. Fiala, E. Stockfisch, E. Li, S. Rodriguez-Sanchez, M. I. O’Donohue, T. Cobbs, C. Roehrl, M. H. A. Benhamida, J. Iglesias Cardenas, F. Ortiz, M. Kinnaman, M. Roberts, S. Ladanyi, M. Modak, S. Farouk-Sait, S. Slotkin, E. Karajannis, M. A. Dela Cruz, F. Glade Bender, J. Zehir, A. Viale, A. Walsh, M. F. Kung, A. L. Papaemmanuil, E. |
author_sort | Shukla, N. |
collection | PubMed |
description | The utility of cancer whole genome and transcriptome sequencing (cWGTS) in oncology is increasingly recognized. However, implementation of cWGTS is challenged by the need to deliver results within clinically relevant timeframes, concerns about assay sensitivity, reporting and prioritization of findings. In a prospective research study we develop a workflow that reports comprehensive cWGTS results in 9 days. Comparison of cWGTS to diagnostic panel assays demonstrates the potential of cWGTS to capture all clinically reported mutations with comparable sensitivity in a single workflow. Benchmarking identifies a minimum of 80× as optimal depth for clinical WGS sequencing. Integration of germline, somatic DNA and RNA-seq data enable data-driven variant prioritization and reporting, with oncogenic findings reported in 54% more patients than standard of care. These results establish key technical considerations for the implementation of cWGTS as an integrated test in clinical oncology. |
format | Online Article Text |
id | pubmed-9117241 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-91172412022-05-20 Feasibility of whole genome and transcriptome profiling in pediatric and young adult cancers Shukla, N. Levine, M. F. Gundem, G. Domenico, D. Spitzer, B. Bouvier, N. Arango-Ossa, J. E. Glodzik, D. Medina-Martínez, J. S. Bhanot, U. Gutiérrez-Abril, J. Zhou, Y. Fiala, E. Stockfisch, E. Li, S. Rodriguez-Sanchez, M. I. O’Donohue, T. Cobbs, C. Roehrl, M. H. A. Benhamida, J. Iglesias Cardenas, F. Ortiz, M. Kinnaman, M. Roberts, S. Ladanyi, M. Modak, S. Farouk-Sait, S. Slotkin, E. Karajannis, M. A. Dela Cruz, F. Glade Bender, J. Zehir, A. Viale, A. Walsh, M. F. Kung, A. L. Papaemmanuil, E. Nat Commun Article The utility of cancer whole genome and transcriptome sequencing (cWGTS) in oncology is increasingly recognized. However, implementation of cWGTS is challenged by the need to deliver results within clinically relevant timeframes, concerns about assay sensitivity, reporting and prioritization of findings. In a prospective research study we develop a workflow that reports comprehensive cWGTS results in 9 days. Comparison of cWGTS to diagnostic panel assays demonstrates the potential of cWGTS to capture all clinically reported mutations with comparable sensitivity in a single workflow. Benchmarking identifies a minimum of 80× as optimal depth for clinical WGS sequencing. Integration of germline, somatic DNA and RNA-seq data enable data-driven variant prioritization and reporting, with oncogenic findings reported in 54% more patients than standard of care. These results establish key technical considerations for the implementation of cWGTS as an integrated test in clinical oncology. Nature Publishing Group UK 2022-05-18 /pmc/articles/PMC9117241/ /pubmed/35585047 http://dx.doi.org/10.1038/s41467-022-30233-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Shukla, N. Levine, M. F. Gundem, G. Domenico, D. Spitzer, B. Bouvier, N. Arango-Ossa, J. E. Glodzik, D. Medina-Martínez, J. S. Bhanot, U. Gutiérrez-Abril, J. Zhou, Y. Fiala, E. Stockfisch, E. Li, S. Rodriguez-Sanchez, M. I. O’Donohue, T. Cobbs, C. Roehrl, M. H. A. Benhamida, J. Iglesias Cardenas, F. Ortiz, M. Kinnaman, M. Roberts, S. Ladanyi, M. Modak, S. Farouk-Sait, S. Slotkin, E. Karajannis, M. A. Dela Cruz, F. Glade Bender, J. Zehir, A. Viale, A. Walsh, M. F. Kung, A. L. Papaemmanuil, E. Feasibility of whole genome and transcriptome profiling in pediatric and young adult cancers |
title | Feasibility of whole genome and transcriptome profiling in pediatric and young adult cancers |
title_full | Feasibility of whole genome and transcriptome profiling in pediatric and young adult cancers |
title_fullStr | Feasibility of whole genome and transcriptome profiling in pediatric and young adult cancers |
title_full_unstemmed | Feasibility of whole genome and transcriptome profiling in pediatric and young adult cancers |
title_short | Feasibility of whole genome and transcriptome profiling in pediatric and young adult cancers |
title_sort | feasibility of whole genome and transcriptome profiling in pediatric and young adult cancers |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9117241/ https://www.ncbi.nlm.nih.gov/pubmed/35585047 http://dx.doi.org/10.1038/s41467-022-30233-7 |
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