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OMRT-8. Precision targeting of cellular pathways with complementary diagnostics
Precision medicine tailors treatment for each patient by identifying the molecular drivers of their disease. This can allow more effective tumour targeting, avoid harmful standard chemotherapeutic side-effects, and offer savings to the healthcare system through not treating patients who are unlikely...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8255425/ http://dx.doi.org/10.1093/noajnl/vdab070.033 |
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author | Siddaway, Robert Nobre, Liana Milos, Scott Johnson, Monique Ryall, Scott Sheth, Javal Ku, Michelle Tabori, Uri Hawkins, Cynthia |
author_facet | Siddaway, Robert Nobre, Liana Milos, Scott Johnson, Monique Ryall, Scott Sheth, Javal Ku, Michelle Tabori, Uri Hawkins, Cynthia |
author_sort | Siddaway, Robert |
collection | PubMed |
description | Precision medicine tailors treatment for each patient by identifying the molecular drivers of their disease. This can allow more effective tumour targeting, avoid harmful standard chemotherapeutic side-effects, and offer savings to the healthcare system through not treating patients who are unlikely to respond to a specific agent. Treatment regimes are usually designed by identifying DNA-level alterations and selecting drugs tailored to that mutation. However, cancer is not a one-pathway disease and not all patients with particular mutations will respond to treatment, while patients without canonical pathway-activating mutations are excluded from potentially life-saving treatment. To address this, we have developed a NanoString assay combining proteomic and transcriptomic profiles of 4 key actionable, cancer-related pathways (MAPK, PI3K, NFκB and JAK/STAT). We used RNA-Seq data from gold standard cell lines with defined pathway changes to identify minimal gene sets indicative of pathway activation, and integrated them with phospho protein measurements to generate a pathway activation score. The combined panel was run on isogenic cell lines as well as glioma samples with both known and unknown driving alterations. We found pathway activation to be more variable than expected based on DNA alterations alone, implying that consideration of proteomic and/or transcriptomic-level information is important for future therapeutic decision-making. |
format | Online Article Text |
id | pubmed-8255425 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-82554252021-07-06 OMRT-8. Precision targeting of cellular pathways with complementary diagnostics Siddaway, Robert Nobre, Liana Milos, Scott Johnson, Monique Ryall, Scott Sheth, Javal Ku, Michelle Tabori, Uri Hawkins, Cynthia Neurooncol Adv Supplement Abstracts Precision medicine tailors treatment for each patient by identifying the molecular drivers of their disease. This can allow more effective tumour targeting, avoid harmful standard chemotherapeutic side-effects, and offer savings to the healthcare system through not treating patients who are unlikely to respond to a specific agent. Treatment regimes are usually designed by identifying DNA-level alterations and selecting drugs tailored to that mutation. However, cancer is not a one-pathway disease and not all patients with particular mutations will respond to treatment, while patients without canonical pathway-activating mutations are excluded from potentially life-saving treatment. To address this, we have developed a NanoString assay combining proteomic and transcriptomic profiles of 4 key actionable, cancer-related pathways (MAPK, PI3K, NFκB and JAK/STAT). We used RNA-Seq data from gold standard cell lines with defined pathway changes to identify minimal gene sets indicative of pathway activation, and integrated them with phospho protein measurements to generate a pathway activation score. The combined panel was run on isogenic cell lines as well as glioma samples with both known and unknown driving alterations. We found pathway activation to be more variable than expected based on DNA alterations alone, implying that consideration of proteomic and/or transcriptomic-level information is important for future therapeutic decision-making. Oxford University Press 2021-07-05 /pmc/articles/PMC8255425/ http://dx.doi.org/10.1093/noajnl/vdab070.033 Text en © The Author(s) 2021. Published by Oxford University Press, the Society for Neuro-Oncology and the European Association of Neuro-Oncology. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Supplement Abstracts Siddaway, Robert Nobre, Liana Milos, Scott Johnson, Monique Ryall, Scott Sheth, Javal Ku, Michelle Tabori, Uri Hawkins, Cynthia OMRT-8. Precision targeting of cellular pathways with complementary diagnostics |
title | OMRT-8. Precision targeting of cellular pathways with complementary diagnostics |
title_full | OMRT-8. Precision targeting of cellular pathways with complementary diagnostics |
title_fullStr | OMRT-8. Precision targeting of cellular pathways with complementary diagnostics |
title_full_unstemmed | OMRT-8. Precision targeting of cellular pathways with complementary diagnostics |
title_short | OMRT-8. Precision targeting of cellular pathways with complementary diagnostics |
title_sort | omrt-8. precision targeting of cellular pathways with complementary diagnostics |
topic | Supplement Abstracts |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8255425/ http://dx.doi.org/10.1093/noajnl/vdab070.033 |
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