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In silico engineering and simulation of RNA interferences nanoplatforms for osteoporosis treating and bone healing promoting
Osteoporosis is a bone condition characterized by reduced bone mineral density (BMD), poor bone microarchitecture/mineralization, and/or diminished bone strength. This asymptomatic disorder typically goes untreated until it presents as a low-trauma fracture of the hip, spine, proximal humerus, pelvi...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10598124/ https://www.ncbi.nlm.nih.gov/pubmed/37875547 http://dx.doi.org/10.1038/s41598-023-45183-3 |
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author | Imanpour, Aylar Kolahi Azar, Hanieh Makarem, Dorna Nematollahi, Zeinab Nahavandi, Reza Rostami, Mohammadreza Behestizadeh, Nima |
author_facet | Imanpour, Aylar Kolahi Azar, Hanieh Makarem, Dorna Nematollahi, Zeinab Nahavandi, Reza Rostami, Mohammadreza Behestizadeh, Nima |
author_sort | Imanpour, Aylar |
collection | PubMed |
description | Osteoporosis is a bone condition characterized by reduced bone mineral density (BMD), poor bone microarchitecture/mineralization, and/or diminished bone strength. This asymptomatic disorder typically goes untreated until it presents as a low-trauma fracture of the hip, spine, proximal humerus, pelvis, and/or wrist, requiring surgery. Utilizing RNA interference (RNAi) may be accomplished in a number of ways, one of which is by the use of very tiny RNA molecules called microRNAs (miRNAs) and small interfering RNAs (siRNAs). Several kinds of antagomirs and siRNAs are now being developed to prevent the detrimental effects of miRNAs. The goal of this study is to find new antagonists for miRNAs and siRNAs that target multiple genes in order to reduce osteoporosis and promote bone repair. Also, choosing the optimum nanocarriers to deliver these RNAis appropriately to the body could lighten up the research road. In this context, we employed gene ontology analysis to search across multiple datasets. Following data analysis, a systems biology approach was used to process it. A molecular dynamics (MD) simulation was used to explore the possibility of incorporating the suggested siRNAs and miRNA antagonists into polymeric bioresponsive nanocarriers for delivery purposes. Among the three nanocarriers tested [polyethylene glycol (PEG), polyethylenimine (PEI), and PEG-PEI copolymer], MD simulations show that the integration of PEG-PEI with has-mIR-146a-5p is the most stable (total energy = -372.84 kJ/mol, Gyration radius = 2.1084 nm), whereas PEI is an appropriate delivery carrier for has-mIR-7155. The findings of the systems biology and MD simulations indicate that the proposed RNAis might be given through bioresponsive nanocarriers to accelerate bone repair and osteoporosis treatment. |
format | Online Article Text |
id | pubmed-10598124 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105981242023-10-26 In silico engineering and simulation of RNA interferences nanoplatforms for osteoporosis treating and bone healing promoting Imanpour, Aylar Kolahi Azar, Hanieh Makarem, Dorna Nematollahi, Zeinab Nahavandi, Reza Rostami, Mohammadreza Behestizadeh, Nima Sci Rep Article Osteoporosis is a bone condition characterized by reduced bone mineral density (BMD), poor bone microarchitecture/mineralization, and/or diminished bone strength. This asymptomatic disorder typically goes untreated until it presents as a low-trauma fracture of the hip, spine, proximal humerus, pelvis, and/or wrist, requiring surgery. Utilizing RNA interference (RNAi) may be accomplished in a number of ways, one of which is by the use of very tiny RNA molecules called microRNAs (miRNAs) and small interfering RNAs (siRNAs). Several kinds of antagomirs and siRNAs are now being developed to prevent the detrimental effects of miRNAs. The goal of this study is to find new antagonists for miRNAs and siRNAs that target multiple genes in order to reduce osteoporosis and promote bone repair. Also, choosing the optimum nanocarriers to deliver these RNAis appropriately to the body could lighten up the research road. In this context, we employed gene ontology analysis to search across multiple datasets. Following data analysis, a systems biology approach was used to process it. A molecular dynamics (MD) simulation was used to explore the possibility of incorporating the suggested siRNAs and miRNA antagonists into polymeric bioresponsive nanocarriers for delivery purposes. Among the three nanocarriers tested [polyethylene glycol (PEG), polyethylenimine (PEI), and PEG-PEI copolymer], MD simulations show that the integration of PEG-PEI with has-mIR-146a-5p is the most stable (total energy = -372.84 kJ/mol, Gyration radius = 2.1084 nm), whereas PEI is an appropriate delivery carrier for has-mIR-7155. The findings of the systems biology and MD simulations indicate that the proposed RNAis might be given through bioresponsive nanocarriers to accelerate bone repair and osteoporosis treatment. Nature Publishing Group UK 2023-10-24 /pmc/articles/PMC10598124/ /pubmed/37875547 http://dx.doi.org/10.1038/s41598-023-45183-3 Text en © The Author(s) 2023 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 | Article Imanpour, Aylar Kolahi Azar, Hanieh Makarem, Dorna Nematollahi, Zeinab Nahavandi, Reza Rostami, Mohammadreza Behestizadeh, Nima In silico engineering and simulation of RNA interferences nanoplatforms for osteoporosis treating and bone healing promoting |
title | In silico engineering and simulation of RNA interferences nanoplatforms for osteoporosis treating and bone healing promoting |
title_full | In silico engineering and simulation of RNA interferences nanoplatforms for osteoporosis treating and bone healing promoting |
title_fullStr | In silico engineering and simulation of RNA interferences nanoplatforms for osteoporosis treating and bone healing promoting |
title_full_unstemmed | In silico engineering and simulation of RNA interferences nanoplatforms for osteoporosis treating and bone healing promoting |
title_short | In silico engineering and simulation of RNA interferences nanoplatforms for osteoporosis treating and bone healing promoting |
title_sort | in silico engineering and simulation of rna interferences nanoplatforms for osteoporosis treating and bone healing promoting |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10598124/ https://www.ncbi.nlm.nih.gov/pubmed/37875547 http://dx.doi.org/10.1038/s41598-023-45183-3 |
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