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Updated: Nov 28, 2025

Proplatelet Formation Dynamics of Mouse Fresh Bone Marrow Explants
Published on: May 20, 2021
Platelet microparticles load a repertory of miRNAs programmed to drive osteogenic phenotype
Marcel Rodrigues Ferreira1, Willian Fernando Zambuzzi1
1Department of Chemistry and Biochemistry, São Paulo State University (UNESP), Institute of Biosciences, campus Botucatu, São Paulo, Brazil.
Abstract:
Autologous platelet-rich plasma accelerates bone healing by releasing biomolecules during their degranulation process, which are transported by vesicle-like structures called platelet microparticles (PMPs). However, the underlying mechanisms regulating the osteogenic differentiation by PMP-released miRs remain poorly understood and this prompted us to better address this issue. Thus, miRNAseq expression profiles (E-GEOD-76789) were downloaded from ArrayExpress database. GEO2R was performed to evaluate the differential expression, and mirnatap R package was used to find targets for differentially expressed miRNAs. An extend protein-protein (ePPI) network for osteogenic marker proteins was generated using String, and DAVID tools were used to perform gene ontology and KEGG pathway analysis from ePPI and miRNAs targets. Our data show that ePPI network was composed by 232 nodes and 2,175 edges, with a clustering coefficient of 0.546. MCODE was able to identify seven clusters contained in the ePPI network, and the two that presented a score above 10 were used in further analysis. Conversely, 15,944 different targets were found as down-expressed while 5,715 different targets were up-expressed. Among the downregulated 75 miRNAs, 70 have predicted targets present in the ePPI network, while the 21 upregulated miRNAs have 19 predicted targets in the ePPI network. Our study provides a registry of miRNAs that play a central role in regulating osteogenic phenotype, which might have potential therapeutic applications in bone regeneration and bone tissue engineering.
Insights
Platelet microparticles (PMPs) contain microRNAs (miRs) that regulate bone healing. This study identifies key miRs involved in osteogenic differentiation, offering potential for bone regeneration therapies.
Area of Science:
- Biomedical Engineering
- Molecular Biology
- Regenerative Medicine
Background:
- Autologous platelet-rich plasma enhances bone healing via biomolecules released from platelet microparticles (PMPs).
- The specific mechanisms by which PMP-derived microRNAs (miRs) regulate osteogenic differentiation are not well understood.
Purpose of the Study:
- To investigate the role of miRs released by PMPs in osteogenic differentiation.
- To identify key miRs and their targets involved in bone healing processes.
Main Methods:
- Downloaded and analyzed miRNAseq expression profiles (E-GEOD-76789) using GEO2R for differential expression analysis.
- Utilized the mirnatap R package to identify targets of differentially expressed miRs.
- Constructed an extended protein-protein interaction (ePPI) network for osteogenic markers using String, followed by Gene Ontology and KEGG pathway analysis with DAVID tools.
Main Results:
- The ePPI network comprised 232 nodes and 2,175 edges, with significant clustering.
- Analysis identified key clusters within the ePPI network and revealed numerous differentially expressed target genes.
- Seventy of 75 downregulated miRs and 19 of 21 upregulated miRs had predicted targets within the ePPI network.
Conclusions:
- This study provides a comprehensive list of miRs crucial for regulating osteogenic phenotype.
- Identified miRs hold potential for therapeutic applications in bone regeneration and tissue engineering.
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