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Reversal of cancer gene expression identifies repurposed drugs for diffuse intrinsic pontine glioma
Diffuse intrinsic pontine glioma (DIPG) is an aggressive incurable brainstem tumor that targets young children. Complete resection is not possible, and chemotherapy and radiotherapy are currently only palliative. This study aimed to identify potential therapeutic agents using a computational pipelin...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9590174/ https://www.ncbi.nlm.nih.gov/pubmed/36274161 http://dx.doi.org/10.1186/s40478-022-01463-z |
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author | Zhao, Guisheng Newbury, Patrick Ishi, Yukitomo Chekalin, Eugene Zeng, Billy Glicksberg, Benjamin S. Wen, Anita Paithankar, Shreya Sasaki, Takahiro Suri, Amreena Nazarian, Javad Pacold, Michael E. Brat, Daniel J. Nicolaides, Theodore Chen, Bin Hashizume, Rintaro |
author_facet | Zhao, Guisheng Newbury, Patrick Ishi, Yukitomo Chekalin, Eugene Zeng, Billy Glicksberg, Benjamin S. Wen, Anita Paithankar, Shreya Sasaki, Takahiro Suri, Amreena Nazarian, Javad Pacold, Michael E. Brat, Daniel J. Nicolaides, Theodore Chen, Bin Hashizume, Rintaro |
author_sort | Zhao, Guisheng |
collection | PubMed |
description | Diffuse intrinsic pontine glioma (DIPG) is an aggressive incurable brainstem tumor that targets young children. Complete resection is not possible, and chemotherapy and radiotherapy are currently only palliative. This study aimed to identify potential therapeutic agents using a computational pipeline to perform an in silico screen for novel drugs. We then tested the identified drugs against a panel of patient-derived DIPG cell lines. Using a systematic computational approach with publicly available databases of gene signature in DIPG patients and cancer cell lines treated with a library of clinically available drugs, we identified drug hits with the ability to reverse a DIPG gene signature to one that matches normal tissue background. The biological and molecular effects of drug treatment was analyzed by cell viability assay and RNA sequence. In vivo DIPG mouse model survival studies were also conducted. As a result, two of three identified drugs showed potency against the DIPG cell lines Triptolide and mycophenolate mofetil (MMF) demonstrated significant inhibition of cell viability in DIPG cell lines. Guanosine rescued reduced cell viability induced by MMF. In vivo, MMF treatment significantly inhibited tumor growth in subcutaneous xenograft mice models. In conclusion, we identified clinically available drugs with the ability to reverse DIPG gene signatures and anti-DIPG activity in vitro and in vivo. This novel approach can repurpose drugs and significantly decrease the cost and time normally required in drug discovery. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40478-022-01463-z. |
format | Online Article Text |
id | pubmed-9590174 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-95901742022-10-25 Reversal of cancer gene expression identifies repurposed drugs for diffuse intrinsic pontine glioma Zhao, Guisheng Newbury, Patrick Ishi, Yukitomo Chekalin, Eugene Zeng, Billy Glicksberg, Benjamin S. Wen, Anita Paithankar, Shreya Sasaki, Takahiro Suri, Amreena Nazarian, Javad Pacold, Michael E. Brat, Daniel J. Nicolaides, Theodore Chen, Bin Hashizume, Rintaro Acta Neuropathol Commun Research Diffuse intrinsic pontine glioma (DIPG) is an aggressive incurable brainstem tumor that targets young children. Complete resection is not possible, and chemotherapy and radiotherapy are currently only palliative. This study aimed to identify potential therapeutic agents using a computational pipeline to perform an in silico screen for novel drugs. We then tested the identified drugs against a panel of patient-derived DIPG cell lines. Using a systematic computational approach with publicly available databases of gene signature in DIPG patients and cancer cell lines treated with a library of clinically available drugs, we identified drug hits with the ability to reverse a DIPG gene signature to one that matches normal tissue background. The biological and molecular effects of drug treatment was analyzed by cell viability assay and RNA sequence. In vivo DIPG mouse model survival studies were also conducted. As a result, two of three identified drugs showed potency against the DIPG cell lines Triptolide and mycophenolate mofetil (MMF) demonstrated significant inhibition of cell viability in DIPG cell lines. Guanosine rescued reduced cell viability induced by MMF. In vivo, MMF treatment significantly inhibited tumor growth in subcutaneous xenograft mice models. In conclusion, we identified clinically available drugs with the ability to reverse DIPG gene signatures and anti-DIPG activity in vitro and in vivo. This novel approach can repurpose drugs and significantly decrease the cost and time normally required in drug discovery. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40478-022-01463-z. BioMed Central 2022-10-23 /pmc/articles/PMC9590174/ /pubmed/36274161 http://dx.doi.org/10.1186/s40478-022-01463-z Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Zhao, Guisheng Newbury, Patrick Ishi, Yukitomo Chekalin, Eugene Zeng, Billy Glicksberg, Benjamin S. Wen, Anita Paithankar, Shreya Sasaki, Takahiro Suri, Amreena Nazarian, Javad Pacold, Michael E. Brat, Daniel J. Nicolaides, Theodore Chen, Bin Hashizume, Rintaro Reversal of cancer gene expression identifies repurposed drugs for diffuse intrinsic pontine glioma |
title | Reversal of cancer gene expression identifies repurposed drugs for diffuse intrinsic pontine glioma |
title_full | Reversal of cancer gene expression identifies repurposed drugs for diffuse intrinsic pontine glioma |
title_fullStr | Reversal of cancer gene expression identifies repurposed drugs for diffuse intrinsic pontine glioma |
title_full_unstemmed | Reversal of cancer gene expression identifies repurposed drugs for diffuse intrinsic pontine glioma |
title_short | Reversal of cancer gene expression identifies repurposed drugs for diffuse intrinsic pontine glioma |
title_sort | reversal of cancer gene expression identifies repurposed drugs for diffuse intrinsic pontine glioma |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9590174/ https://www.ncbi.nlm.nih.gov/pubmed/36274161 http://dx.doi.org/10.1186/s40478-022-01463-z |
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