Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
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
_version_ 1784710290255904768
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
work_keys_str_mv AT shuklan feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT levinemf feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT gundemg feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT domenicod feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT spitzerb feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT bouviern feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT arangoossaje feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT glodzikd feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT medinamartinezjs feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT bhanotu feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT gutierrezabrilj feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT zhouy feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT fialae feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT stockfische feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT lis feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT rodriguezsanchezmi feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT odonohuet feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT cobbsc feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT roehrlmha feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT benhamidaj feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT iglesiascardenasf feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT ortizm feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT kinnamanm feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT robertss feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT ladanyim feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT modaks feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT farouksaits feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT slotkine feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT karajannisma feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT delacruzf feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT gladebenderj feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT zehira feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT vialea feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT walshmf feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT kungal feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers
AT papaemmanuile feasibilityofwholegenomeandtranscriptomeprofilinginpediatricandyoungadultcancers