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Differential gene expression-based connectivity mapping identified novel drug candidate and improved Temozolomide efficacy for Glioblastoma
BACKGROUND: Glioblastoma (GBM) has a devastating median survival of only one year. Treatment includes resection, radiation therapy, and temozolomide (TMZ); however, the latter increased median survival by only 2.5 months in the pivotal study. A desperate need remains to find an effective treatment....
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8543939/ https://www.ncbi.nlm.nih.gov/pubmed/34696786 http://dx.doi.org/10.1186/s13046-021-02135-x |
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author | Vengoji, Raghupathy Atri, Pranita Macha, Muzafar A. Seshacharyulu, Parthasarathy Perumal, Naveenkumar Mallya, Kavita Liu, Yutong Smith, Lynette M. Rachagani, Satyanarayana Mahapatra, Sidharth Ponnusamy, Moorthy P. Jain, Maneesh Batra, Surinder K. Shonka, Nicole |
author_facet | Vengoji, Raghupathy Atri, Pranita Macha, Muzafar A. Seshacharyulu, Parthasarathy Perumal, Naveenkumar Mallya, Kavita Liu, Yutong Smith, Lynette M. Rachagani, Satyanarayana Mahapatra, Sidharth Ponnusamy, Moorthy P. Jain, Maneesh Batra, Surinder K. Shonka, Nicole |
author_sort | Vengoji, Raghupathy |
collection | PubMed |
description | BACKGROUND: Glioblastoma (GBM) has a devastating median survival of only one year. Treatment includes resection, radiation therapy, and temozolomide (TMZ); however, the latter increased median survival by only 2.5 months in the pivotal study. A desperate need remains to find an effective treatment. METHODS: We used the Connectivity Map (CMap) bioinformatic tool to identify candidates for repurposing based on GBM’s specific genetic profile. CMap identified histone deacetylase (HDAC) inhibitors as top candidates. In addition, Gene Expression Profiling Interactive Analysis (GEPIA) identified HDAC1 and HDAC2 as the most upregulated and HDAC11 as the most downregulated HDACs. We selected PCI-24781/abexinostat due to its specificity against HDAC1 and HDAC2, but not HDAC11, and blood-brain barrier permeability. RESULTS: We tested PCI-24781 using in vitro human and mouse GBM syngeneic cell lines, an in vivo murine orthograft, and a genetically engineered mouse model for GBM (PEPG - PTEN(flox/+); EGFRvIII+; p16(Flox/−) & GFAP Cre +). PCI-24781 significantly inhibited tumor growth and downregulated DNA repair machinery (BRCA1, CHK1, RAD51, and O(6)-methylguanine-DNA- methyltransferase (MGMT)), increasing DNA double-strand breaks and causing apoptosis in the GBM cell lines, including an MGMT expressing cell line in vitro. Further, PCI-24781 decreased tumor burden in a PEPG GBM mouse model. Notably, TMZ + PCI increased survival in orthotopic murine models compared to TMZ + vorinostat, a pan-HDAC inhibitor that proved unsuccessful in clinical trials. CONCLUSION: PCI-24781 is a novel GBM-signature specific HDAC inhibitor that works synergistically with TMZ to enhance TMZ efficacy and improve GBM survival. These promising MGMT-agnostic results warrant clinical evaluation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13046-021-02135-x. |
format | Online Article Text |
id | pubmed-8543939 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-85439392021-10-25 Differential gene expression-based connectivity mapping identified novel drug candidate and improved Temozolomide efficacy for Glioblastoma Vengoji, Raghupathy Atri, Pranita Macha, Muzafar A. Seshacharyulu, Parthasarathy Perumal, Naveenkumar Mallya, Kavita Liu, Yutong Smith, Lynette M. Rachagani, Satyanarayana Mahapatra, Sidharth Ponnusamy, Moorthy P. Jain, Maneesh Batra, Surinder K. Shonka, Nicole J Exp Clin Cancer Res Research BACKGROUND: Glioblastoma (GBM) has a devastating median survival of only one year. Treatment includes resection, radiation therapy, and temozolomide (TMZ); however, the latter increased median survival by only 2.5 months in the pivotal study. A desperate need remains to find an effective treatment. METHODS: We used the Connectivity Map (CMap) bioinformatic tool to identify candidates for repurposing based on GBM’s specific genetic profile. CMap identified histone deacetylase (HDAC) inhibitors as top candidates. In addition, Gene Expression Profiling Interactive Analysis (GEPIA) identified HDAC1 and HDAC2 as the most upregulated and HDAC11 as the most downregulated HDACs. We selected PCI-24781/abexinostat due to its specificity against HDAC1 and HDAC2, but not HDAC11, and blood-brain barrier permeability. RESULTS: We tested PCI-24781 using in vitro human and mouse GBM syngeneic cell lines, an in vivo murine orthograft, and a genetically engineered mouse model for GBM (PEPG - PTEN(flox/+); EGFRvIII+; p16(Flox/−) & GFAP Cre +). PCI-24781 significantly inhibited tumor growth and downregulated DNA repair machinery (BRCA1, CHK1, RAD51, and O(6)-methylguanine-DNA- methyltransferase (MGMT)), increasing DNA double-strand breaks and causing apoptosis in the GBM cell lines, including an MGMT expressing cell line in vitro. Further, PCI-24781 decreased tumor burden in a PEPG GBM mouse model. Notably, TMZ + PCI increased survival in orthotopic murine models compared to TMZ + vorinostat, a pan-HDAC inhibitor that proved unsuccessful in clinical trials. CONCLUSION: PCI-24781 is a novel GBM-signature specific HDAC inhibitor that works synergistically with TMZ to enhance TMZ efficacy and improve GBM survival. These promising MGMT-agnostic results warrant clinical evaluation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13046-021-02135-x. BioMed Central 2021-10-25 /pmc/articles/PMC8543939/ /pubmed/34696786 http://dx.doi.org/10.1186/s13046-021-02135-x Text en © The Author(s) 2021 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 Vengoji, Raghupathy Atri, Pranita Macha, Muzafar A. Seshacharyulu, Parthasarathy Perumal, Naveenkumar Mallya, Kavita Liu, Yutong Smith, Lynette M. Rachagani, Satyanarayana Mahapatra, Sidharth Ponnusamy, Moorthy P. Jain, Maneesh Batra, Surinder K. Shonka, Nicole Differential gene expression-based connectivity mapping identified novel drug candidate and improved Temozolomide efficacy for Glioblastoma |
title | Differential gene expression-based connectivity mapping identified novel drug candidate and improved Temozolomide efficacy for Glioblastoma |
title_full | Differential gene expression-based connectivity mapping identified novel drug candidate and improved Temozolomide efficacy for Glioblastoma |
title_fullStr | Differential gene expression-based connectivity mapping identified novel drug candidate and improved Temozolomide efficacy for Glioblastoma |
title_full_unstemmed | Differential gene expression-based connectivity mapping identified novel drug candidate and improved Temozolomide efficacy for Glioblastoma |
title_short | Differential gene expression-based connectivity mapping identified novel drug candidate and improved Temozolomide efficacy for Glioblastoma |
title_sort | differential gene expression-based connectivity mapping identified novel drug candidate and improved temozolomide efficacy for glioblastoma |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8543939/ https://www.ncbi.nlm.nih.gov/pubmed/34696786 http://dx.doi.org/10.1186/s13046-021-02135-x |
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