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Translational Modeling Identifies Synergy between Nanoparticle-Delivered miRNA-22 and Standard-of-Care Drugs in Triple-Negative Breast Cancer

PURPOSE: Downregulation of miRNA-22 in triple-negative breast cancer (TNBC) is associated with upregulation of eukaryotic elongation 2 factor kinase (eEF2K) protein, which regulates tumor growth, chemoresistance, and tumor immunosurveillance. Moreover, exogenous administration of miRNA-22, loaded in...

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Autores principales: Dogra, Prashant, Ramírez, Javier Ruiz, Butner, Joseph D., Peláez, Maria J., Chung, Caroline, Hooda-Nehra, Anupama, Pasqualini, Renata, Arap, Wadih, Cristini, Vittorio, Calin, George A., Ozpolat, Bulent, Wang, Zhihui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8986735/
https://www.ncbi.nlm.nih.gov/pubmed/35294699
http://dx.doi.org/10.1007/s11095-022-03176-3
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author Dogra, Prashant
Ramírez, Javier Ruiz
Butner, Joseph D.
Peláez, Maria J.
Chung, Caroline
Hooda-Nehra, Anupama
Pasqualini, Renata
Arap, Wadih
Cristini, Vittorio
Calin, George A.
Ozpolat, Bulent
Wang, Zhihui
author_facet Dogra, Prashant
Ramírez, Javier Ruiz
Butner, Joseph D.
Peláez, Maria J.
Chung, Caroline
Hooda-Nehra, Anupama
Pasqualini, Renata
Arap, Wadih
Cristini, Vittorio
Calin, George A.
Ozpolat, Bulent
Wang, Zhihui
author_sort Dogra, Prashant
collection PubMed
description PURPOSE: Downregulation of miRNA-22 in triple-negative breast cancer (TNBC) is associated with upregulation of eukaryotic elongation 2 factor kinase (eEF2K) protein, which regulates tumor growth, chemoresistance, and tumor immunosurveillance. Moreover, exogenous administration of miRNA-22, loaded in nanoparticles to prevent degradation and improve tumor delivery (termed miRNA-22 nanotherapy), to suppress eEF2K production has shown potential as an investigational therapeutic agent in vivo. METHODS: To evaluate the translational potential of miRNA-22 nanotherapy, we developed a multiscale mechanistic model, calibrated to published in vivo data and extrapolated to the human scale, to describe and quantify the pharmacokinetics and pharmacodynamics of miRNA-22 in virtual patient populations. RESULTS: Our analysis revealed the dose-response relationship, suggested optimal treatment frequency for miRNA-22 nanotherapy, and highlighted key determinants of therapy response, from which combination with immune checkpoint inhibitors was identified as a candidate strategy for improving treatment outcomes. More importantly, drug synergy was identified between miRNA-22 and standard-of-care drugs against TNBC, providing a basis for rational therapeutic combinations for improved response CONCLUSIONS: The present study highlights the translational potential of miRNA-22 nanotherapy for TNBC in combination with standard-of-care drugs.  SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11095-022-03176-3.
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spelling pubmed-89867352022-04-22 Translational Modeling Identifies Synergy between Nanoparticle-Delivered miRNA-22 and Standard-of-Care Drugs in Triple-Negative Breast Cancer Dogra, Prashant Ramírez, Javier Ruiz Butner, Joseph D. Peláez, Maria J. Chung, Caroline Hooda-Nehra, Anupama Pasqualini, Renata Arap, Wadih Cristini, Vittorio Calin, George A. Ozpolat, Bulent Wang, Zhihui Pharm Res Research Paper PURPOSE: Downregulation of miRNA-22 in triple-negative breast cancer (TNBC) is associated with upregulation of eukaryotic elongation 2 factor kinase (eEF2K) protein, which regulates tumor growth, chemoresistance, and tumor immunosurveillance. Moreover, exogenous administration of miRNA-22, loaded in nanoparticles to prevent degradation and improve tumor delivery (termed miRNA-22 nanotherapy), to suppress eEF2K production has shown potential as an investigational therapeutic agent in vivo. METHODS: To evaluate the translational potential of miRNA-22 nanotherapy, we developed a multiscale mechanistic model, calibrated to published in vivo data and extrapolated to the human scale, to describe and quantify the pharmacokinetics and pharmacodynamics of miRNA-22 in virtual patient populations. RESULTS: Our analysis revealed the dose-response relationship, suggested optimal treatment frequency for miRNA-22 nanotherapy, and highlighted key determinants of therapy response, from which combination with immune checkpoint inhibitors was identified as a candidate strategy for improving treatment outcomes. More importantly, drug synergy was identified between miRNA-22 and standard-of-care drugs against TNBC, providing a basis for rational therapeutic combinations for improved response CONCLUSIONS: The present study highlights the translational potential of miRNA-22 nanotherapy for TNBC in combination with standard-of-care drugs.  SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11095-022-03176-3. Springer US 2022-03-16 2022 /pmc/articles/PMC8986735/ /pubmed/35294699 http://dx.doi.org/10.1007/s11095-022-03176-3 Text en © The Author(s) 2022 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 Research Paper
Dogra, Prashant
Ramírez, Javier Ruiz
Butner, Joseph D.
Peláez, Maria J.
Chung, Caroline
Hooda-Nehra, Anupama
Pasqualini, Renata
Arap, Wadih
Cristini, Vittorio
Calin, George A.
Ozpolat, Bulent
Wang, Zhihui
Translational Modeling Identifies Synergy between Nanoparticle-Delivered miRNA-22 and Standard-of-Care Drugs in Triple-Negative Breast Cancer
title Translational Modeling Identifies Synergy between Nanoparticle-Delivered miRNA-22 and Standard-of-Care Drugs in Triple-Negative Breast Cancer
title_full Translational Modeling Identifies Synergy between Nanoparticle-Delivered miRNA-22 and Standard-of-Care Drugs in Triple-Negative Breast Cancer
title_fullStr Translational Modeling Identifies Synergy between Nanoparticle-Delivered miRNA-22 and Standard-of-Care Drugs in Triple-Negative Breast Cancer
title_full_unstemmed Translational Modeling Identifies Synergy between Nanoparticle-Delivered miRNA-22 and Standard-of-Care Drugs in Triple-Negative Breast Cancer
title_short Translational Modeling Identifies Synergy between Nanoparticle-Delivered miRNA-22 and Standard-of-Care Drugs in Triple-Negative Breast Cancer
title_sort translational modeling identifies synergy between nanoparticle-delivered mirna-22 and standard-of-care drugs in triple-negative breast cancer
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8986735/
https://www.ncbi.nlm.nih.gov/pubmed/35294699
http://dx.doi.org/10.1007/s11095-022-03176-3
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