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SwissMTB: establishing comprehensive molecular cancer diagnostics in Swiss clinics

BACKGROUND: Molecular precision oncology is an emerging practice to improve cancer therapy by decreasing the risk of choosing treatments that lack efficacy or cause adverse events. However, the challenges of integrating molecular profiling into routine clinical care are manifold. From a computationa...

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Autores principales: Singer, Franziska, Irmisch, Anja, Toussaint, Nora C., Grob, Linda, Singer, Jochen, Thurnherr, Thomas, Beerenwinkel, Niko, Levesque, Mitchell P., Dummer, Reinhard, Quagliata, Luca, Rothschild, Sacha I., Wicki, Andreas, Beisel, Christian, Stekhoven, Daniel J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6206832/
https://www.ncbi.nlm.nih.gov/pubmed/30373609
http://dx.doi.org/10.1186/s12911-018-0680-0
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author Singer, Franziska
Irmisch, Anja
Toussaint, Nora C.
Grob, Linda
Singer, Jochen
Thurnherr, Thomas
Beerenwinkel, Niko
Levesque, Mitchell P.
Dummer, Reinhard
Quagliata, Luca
Rothschild, Sacha I.
Wicki, Andreas
Beisel, Christian
Stekhoven, Daniel J.
author_facet Singer, Franziska
Irmisch, Anja
Toussaint, Nora C.
Grob, Linda
Singer, Jochen
Thurnherr, Thomas
Beerenwinkel, Niko
Levesque, Mitchell P.
Dummer, Reinhard
Quagliata, Luca
Rothschild, Sacha I.
Wicki, Andreas
Beisel, Christian
Stekhoven, Daniel J.
author_sort Singer, Franziska
collection PubMed
description BACKGROUND: Molecular precision oncology is an emerging practice to improve cancer therapy by decreasing the risk of choosing treatments that lack efficacy or cause adverse events. However, the challenges of integrating molecular profiling into routine clinical care are manifold. From a computational perspective these include the importance of a short analysis turnaround time, the interpretation of complex drug-gene and gene-gene interactions, and the necessity of standardized high-quality workflows. In addition, difficulties faced when integrating molecular diagnostics into clinical practice are ethical concerns, legal requirements, and limited availability of treatment options beyond standard of care as well as the overall lack of awareness of their existence. METHODS: To the best of our knowledge, we are the first group in Switzerland that established a workflow for personalized diagnostics based on comprehensive high-throughput sequencing of tumors at the clinic. Our workflow, named SwissMTB (Swiss Molecular Tumor Board), links genetic tumor alterations and gene expression to therapeutic options and clinical trial opportunities. The resulting treatment recommendations are summarized in a clinical report and discussed in a molecular tumor board at the clinic to support therapy decisions. RESULTS: Here we present results from an observational pilot study including 22 late-stage cancer patients. In this study we were able to identify actionable variants and corresponding therapies for 19 patients. Half of the patients were analyzed retrospectively. In two patients we identified resistance-associated variants explaining lack of therapy response. For five out of eleven patients analyzed before treatment the SwissMTB diagnostic influenced treatment decision. CONCLUSIONS: SwissMTB enables the analysis and clinical interpretation of large numbers of potentially actionable molecular targets. Thus, our workflow paves the way towards a more frequent use of comprehensive molecular diagnostics in Swiss hospitals. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12911-018-0680-0) contains supplementary material, which is available to authorized users.
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spelling pubmed-62068322018-10-31 SwissMTB: establishing comprehensive molecular cancer diagnostics in Swiss clinics Singer, Franziska Irmisch, Anja Toussaint, Nora C. Grob, Linda Singer, Jochen Thurnherr, Thomas Beerenwinkel, Niko Levesque, Mitchell P. Dummer, Reinhard Quagliata, Luca Rothschild, Sacha I. Wicki, Andreas Beisel, Christian Stekhoven, Daniel J. BMC Med Inform Decis Mak Research Article BACKGROUND: Molecular precision oncology is an emerging practice to improve cancer therapy by decreasing the risk of choosing treatments that lack efficacy or cause adverse events. However, the challenges of integrating molecular profiling into routine clinical care are manifold. From a computational perspective these include the importance of a short analysis turnaround time, the interpretation of complex drug-gene and gene-gene interactions, and the necessity of standardized high-quality workflows. In addition, difficulties faced when integrating molecular diagnostics into clinical practice are ethical concerns, legal requirements, and limited availability of treatment options beyond standard of care as well as the overall lack of awareness of their existence. METHODS: To the best of our knowledge, we are the first group in Switzerland that established a workflow for personalized diagnostics based on comprehensive high-throughput sequencing of tumors at the clinic. Our workflow, named SwissMTB (Swiss Molecular Tumor Board), links genetic tumor alterations and gene expression to therapeutic options and clinical trial opportunities. The resulting treatment recommendations are summarized in a clinical report and discussed in a molecular tumor board at the clinic to support therapy decisions. RESULTS: Here we present results from an observational pilot study including 22 late-stage cancer patients. In this study we were able to identify actionable variants and corresponding therapies for 19 patients. Half of the patients were analyzed retrospectively. In two patients we identified resistance-associated variants explaining lack of therapy response. For five out of eleven patients analyzed before treatment the SwissMTB diagnostic influenced treatment decision. CONCLUSIONS: SwissMTB enables the analysis and clinical interpretation of large numbers of potentially actionable molecular targets. Thus, our workflow paves the way towards a more frequent use of comprehensive molecular diagnostics in Swiss hospitals. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12911-018-0680-0) contains supplementary material, which is available to authorized users. BioMed Central 2018-10-29 /pmc/articles/PMC6206832/ /pubmed/30373609 http://dx.doi.org/10.1186/s12911-018-0680-0 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Singer, Franziska
Irmisch, Anja
Toussaint, Nora C.
Grob, Linda
Singer, Jochen
Thurnherr, Thomas
Beerenwinkel, Niko
Levesque, Mitchell P.
Dummer, Reinhard
Quagliata, Luca
Rothschild, Sacha I.
Wicki, Andreas
Beisel, Christian
Stekhoven, Daniel J.
SwissMTB: establishing comprehensive molecular cancer diagnostics in Swiss clinics
title SwissMTB: establishing comprehensive molecular cancer diagnostics in Swiss clinics
title_full SwissMTB: establishing comprehensive molecular cancer diagnostics in Swiss clinics
title_fullStr SwissMTB: establishing comprehensive molecular cancer diagnostics in Swiss clinics
title_full_unstemmed SwissMTB: establishing comprehensive molecular cancer diagnostics in Swiss clinics
title_short SwissMTB: establishing comprehensive molecular cancer diagnostics in Swiss clinics
title_sort swissmtb: establishing comprehensive molecular cancer diagnostics in swiss clinics
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6206832/
https://www.ncbi.nlm.nih.gov/pubmed/30373609
http://dx.doi.org/10.1186/s12911-018-0680-0
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