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A Novel Pipeline for Drug Repurposing for Bladder Cancer Based on Patients’ Omics Signatures
SIMPLE SUMMARY: Current therapies for bladder cancer present limitations as, regularly, not all patients benefit from treatment. Drug repurposing refers to the use of available drugs in new disease contexts. In this study, we identified drugs of potential to be repurposed, e.g., used in the treatmen...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7759896/ https://www.ncbi.nlm.nih.gov/pubmed/33255925 http://dx.doi.org/10.3390/cancers12123519 |
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author | Mokou, Marika Lygirou, Vasiliki Angelioudaki, Ioanna Paschalidis, Nikolaos Stroggilos, Rafael Frantzi, Maria Latosinska, Agnieszka Bamias, Aristotelis Hoffmann, Michèle J. Mischak, Harald Vlahou, Antonia |
author_facet | Mokou, Marika Lygirou, Vasiliki Angelioudaki, Ioanna Paschalidis, Nikolaos Stroggilos, Rafael Frantzi, Maria Latosinska, Agnieszka Bamias, Aristotelis Hoffmann, Michèle J. Mischak, Harald Vlahou, Antonia |
author_sort | Mokou, Marika |
collection | PubMed |
description | SIMPLE SUMMARY: Current therapies for bladder cancer present limitations as, regularly, not all patients benefit from treatment. Drug repurposing refers to the use of available drugs in new disease contexts. In this study, we identified drugs of potential to be repurposed, e.g., used in the treatment of aggressive bladder cancer. This was achieved by using earlier described molecular profiles (mRNAs, proteins) of tissue of patients with bladder cancer, matched to molecular profiles induced by drugs via mathematical tools. Through this process, multiple drugs potentially treating aggressive bladder cancer were predicted. Of these, an inhibitor of the mTOR molecular pathway was further investigated and found to significantly delay the growth of many bladder cancer cell lines. Collectively, this study provides a robust pipeline for drug repurposing based on tissue molecular profiles and highlights drug candidates meriting further experimental investigation in the treatment of aggressive bladder cancer. ABSTRACT: Multi-omics signatures of patients with bladder cancer (BC) can guide the identification of known de-risked therapeutic compounds through drug repurposing, an approach not extensively explored yet. In this study, we target drug repurposing in the context of BC, driven by tissue omics signatures. To identify compounds that can reverse aggressive high-risk Non-Muscle Invasive BC (NMIBC) to less aggressive low-risk molecular subtypes, the next generation Connectivity Map (CMap) was employed using as input previously published proteomics and transcriptomics respective signatures. Among the identified compounds, the ATP-competitive inhibitor of mTOR, WYE-354, showed a consistently very high score for reversing the aggressive BC molecular signatures. WYE-354 impact was assessed in a panel of eight multi-origin BC cell lines and included impaired colony growth and proliferation rate without any impact on apoptosis. Overall, with this study we introduce a promising pipeline for the repurposing of drugs for BC treatment, based on patients’ omics signatures. |
format | Online Article Text |
id | pubmed-7759896 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-77598962020-12-26 A Novel Pipeline for Drug Repurposing for Bladder Cancer Based on Patients’ Omics Signatures Mokou, Marika Lygirou, Vasiliki Angelioudaki, Ioanna Paschalidis, Nikolaos Stroggilos, Rafael Frantzi, Maria Latosinska, Agnieszka Bamias, Aristotelis Hoffmann, Michèle J. Mischak, Harald Vlahou, Antonia Cancers (Basel) Article SIMPLE SUMMARY: Current therapies for bladder cancer present limitations as, regularly, not all patients benefit from treatment. Drug repurposing refers to the use of available drugs in new disease contexts. In this study, we identified drugs of potential to be repurposed, e.g., used in the treatment of aggressive bladder cancer. This was achieved by using earlier described molecular profiles (mRNAs, proteins) of tissue of patients with bladder cancer, matched to molecular profiles induced by drugs via mathematical tools. Through this process, multiple drugs potentially treating aggressive bladder cancer were predicted. Of these, an inhibitor of the mTOR molecular pathway was further investigated and found to significantly delay the growth of many bladder cancer cell lines. Collectively, this study provides a robust pipeline for drug repurposing based on tissue molecular profiles and highlights drug candidates meriting further experimental investigation in the treatment of aggressive bladder cancer. ABSTRACT: Multi-omics signatures of patients with bladder cancer (BC) can guide the identification of known de-risked therapeutic compounds through drug repurposing, an approach not extensively explored yet. In this study, we target drug repurposing in the context of BC, driven by tissue omics signatures. To identify compounds that can reverse aggressive high-risk Non-Muscle Invasive BC (NMIBC) to less aggressive low-risk molecular subtypes, the next generation Connectivity Map (CMap) was employed using as input previously published proteomics and transcriptomics respective signatures. Among the identified compounds, the ATP-competitive inhibitor of mTOR, WYE-354, showed a consistently very high score for reversing the aggressive BC molecular signatures. WYE-354 impact was assessed in a panel of eight multi-origin BC cell lines and included impaired colony growth and proliferation rate without any impact on apoptosis. Overall, with this study we introduce a promising pipeline for the repurposing of drugs for BC treatment, based on patients’ omics signatures. MDPI 2020-11-26 /pmc/articles/PMC7759896/ /pubmed/33255925 http://dx.doi.org/10.3390/cancers12123519 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Mokou, Marika Lygirou, Vasiliki Angelioudaki, Ioanna Paschalidis, Nikolaos Stroggilos, Rafael Frantzi, Maria Latosinska, Agnieszka Bamias, Aristotelis Hoffmann, Michèle J. Mischak, Harald Vlahou, Antonia A Novel Pipeline for Drug Repurposing for Bladder Cancer Based on Patients’ Omics Signatures |
title | A Novel Pipeline for Drug Repurposing for Bladder Cancer Based on Patients’ Omics Signatures |
title_full | A Novel Pipeline for Drug Repurposing for Bladder Cancer Based on Patients’ Omics Signatures |
title_fullStr | A Novel Pipeline for Drug Repurposing for Bladder Cancer Based on Patients’ Omics Signatures |
title_full_unstemmed | A Novel Pipeline for Drug Repurposing for Bladder Cancer Based on Patients’ Omics Signatures |
title_short | A Novel Pipeline for Drug Repurposing for Bladder Cancer Based on Patients’ Omics Signatures |
title_sort | novel pipeline for drug repurposing for bladder cancer based on patients’ omics signatures |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7759896/ https://www.ncbi.nlm.nih.gov/pubmed/33255925 http://dx.doi.org/10.3390/cancers12123519 |
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