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Drug repurposing using transcriptome sequencing and virtual drug screening in a patient with glioblastoma
Background Precision medicine and drug repurposing are attractive strategies, especially for tumors with worse prognosis. Glioblastoma is a highly malignant brain tumor with limited treatment options and short survival times. We identified novel BRAF (47-438del) and PIK3R1 (G376R) mutations in a gli...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer US
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8068653/ https://www.ncbi.nlm.nih.gov/pubmed/33313992 http://dx.doi.org/10.1007/s10637-020-01037-7 |
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author | Saeed, Mohamed E. M. Kadioglu, Onat Greten, Henry Johannes Yildirim, Adem Mayr, Katharina Wenz, Frederik Giordano, Frank A. Efferth, Thomas |
author_facet | Saeed, Mohamed E. M. Kadioglu, Onat Greten, Henry Johannes Yildirim, Adem Mayr, Katharina Wenz, Frederik Giordano, Frank A. Efferth, Thomas |
author_sort | Saeed, Mohamed E. M. |
collection | PubMed |
description | Background Precision medicine and drug repurposing are attractive strategies, especially for tumors with worse prognosis. Glioblastoma is a highly malignant brain tumor with limited treatment options and short survival times. We identified novel BRAF (47-438del) and PIK3R1 (G376R) mutations in a glioblastoma patient by RNA-sequencing. Methods The protein expression of BRAF and PIK3R1 as well as the lack of EGFR expression as analyzed by immunohistochemistry corroborated RNA-sequencing data. The expression of additional markers (AKT, SRC, mTOR, NF-κB, Ki-67) emphasized the aggressiveness of the tumor. Then, we screened a chemical library of > 1500 FDA-approved drugs and > 25,000 novel compounds in the ZINC database to find established drugs targeting BRAF47-438del and PIK3R1-G376R mutated proteins. Results Several compounds (including anthracyclines) bound with higher affinities than the control drugs (sorafenib and vemurafenib for BRAF and PI-103 and LY-294,002 for PIK3R1). Subsequent cytotoxicity analyses showed that anthracyclines might be suitable drug candidates. Aclarubicin revealed higher cytotoxicity than both sorafenib and vemurafenib, whereas idarubicin and daunorubicin revealed higher cytotoxicity than LY-294,002. Liposomal formulations of anthracyclines may be suitable to cross the blood brain barrier. Conclusions In conclusion, we identified novel small molecules via a drug repurposing approach that could be effectively used for personalized glioblastoma therapy especially for patients carrying BRAF47-438del and PIK3R1-G376R mutations. |
format | Online Article Text |
id | pubmed-8068653 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-80686532021-05-05 Drug repurposing using transcriptome sequencing and virtual drug screening in a patient with glioblastoma Saeed, Mohamed E. M. Kadioglu, Onat Greten, Henry Johannes Yildirim, Adem Mayr, Katharina Wenz, Frederik Giordano, Frank A. Efferth, Thomas Invest New Drugs Preclinical Studies Background Precision medicine and drug repurposing are attractive strategies, especially for tumors with worse prognosis. Glioblastoma is a highly malignant brain tumor with limited treatment options and short survival times. We identified novel BRAF (47-438del) and PIK3R1 (G376R) mutations in a glioblastoma patient by RNA-sequencing. Methods The protein expression of BRAF and PIK3R1 as well as the lack of EGFR expression as analyzed by immunohistochemistry corroborated RNA-sequencing data. The expression of additional markers (AKT, SRC, mTOR, NF-κB, Ki-67) emphasized the aggressiveness of the tumor. Then, we screened a chemical library of > 1500 FDA-approved drugs and > 25,000 novel compounds in the ZINC database to find established drugs targeting BRAF47-438del and PIK3R1-G376R mutated proteins. Results Several compounds (including anthracyclines) bound with higher affinities than the control drugs (sorafenib and vemurafenib for BRAF and PI-103 and LY-294,002 for PIK3R1). Subsequent cytotoxicity analyses showed that anthracyclines might be suitable drug candidates. Aclarubicin revealed higher cytotoxicity than both sorafenib and vemurafenib, whereas idarubicin and daunorubicin revealed higher cytotoxicity than LY-294,002. Liposomal formulations of anthracyclines may be suitable to cross the blood brain barrier. Conclusions In conclusion, we identified novel small molecules via a drug repurposing approach that could be effectively used for personalized glioblastoma therapy especially for patients carrying BRAF47-438del and PIK3R1-G376R mutations. Springer US 2020-12-12 2021 /pmc/articles/PMC8068653/ /pubmed/33313992 http://dx.doi.org/10.1007/s10637-020-01037-7 Text en © The Author(s) 2020 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Preclinical Studies Saeed, Mohamed E. M. Kadioglu, Onat Greten, Henry Johannes Yildirim, Adem Mayr, Katharina Wenz, Frederik Giordano, Frank A. Efferth, Thomas Drug repurposing using transcriptome sequencing and virtual drug screening in a patient with glioblastoma |
title | Drug repurposing using transcriptome sequencing and virtual drug screening in a patient with glioblastoma |
title_full | Drug repurposing using transcriptome sequencing and virtual drug screening in a patient with glioblastoma |
title_fullStr | Drug repurposing using transcriptome sequencing and virtual drug screening in a patient with glioblastoma |
title_full_unstemmed | Drug repurposing using transcriptome sequencing and virtual drug screening in a patient with glioblastoma |
title_short | Drug repurposing using transcriptome sequencing and virtual drug screening in a patient with glioblastoma |
title_sort | drug repurposing using transcriptome sequencing and virtual drug screening in a patient with glioblastoma |
topic | Preclinical Studies |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8068653/ https://www.ncbi.nlm.nih.gov/pubmed/33313992 http://dx.doi.org/10.1007/s10637-020-01037-7 |
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