Factorial Design as a Tool for the Optimization of PLGA Nanoparticles for the Co-Delivery of Temozolomide and O6-Benzylguanine
Poly(<span style="font-variant: small-caps;">d</span>,<span style="font-variant: small-caps;">l</span>-lactic-<i>co</i>-glycolic) (PLGA) nanoparticles (NPs) have been widely studied for several applications due to their advantageous properties,...
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doaj-024e422f88a0447a80771676d482e3db2020-11-25T01:56:32ZengMDPI AGPharmaceutics1999-49232019-08-0111840110.3390/pharmaceutics11080401pharmaceutics11080401Factorial Design as a Tool for the Optimization of PLGA Nanoparticles for the Co-Delivery of Temozolomide and O6-BenzylguanineMaria João Ramalho0Joana A. Loureiro1Manuel A. N. Coelho2Maria Carmo Pereira3LEPABE—Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, PortugalLEPABE—Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, PortugalLEPABE—Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, PortugalLEPABE—Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, PortugalPoly(<span style="font-variant: small-caps;">d</span>,<span style="font-variant: small-caps;">l</span>-lactic-<i>co</i>-glycolic) (PLGA) nanoparticles (NPs) have been widely studied for several applications due to their advantageous properties, such as biocompatibility and biodegradability. Therefore, these nanocarriers could be a suitable approach for glioblastoma multiforme (GBM) therapy. The treatment of this type of tumours remains a challenge due to intrinsic resistance mechanisms. Thus, new approaches must be envisaged to target GBM tumour cells potentially providing an efficient treatment. Co-delivery of temozolomide (TMZ) and O6-benzylguanine (O6BG), an inhibitor of DNA repair, could provide good therapeutic outcomes. In this work, a fractional factorial design (FFD) was employed to produce an optimal PLGA-based nanoformulation for the co-loading of both molecules, using a reduced number of observations. The developed NPs exhibited optimal physicochemical properties for brain delivery (dimensions below 200 nm and negative zeta potential), high encapsulation efficiencies (EE) for both drugs, and showed a sustained drug release for several days. Therefore, the use of an FFD allowed for the development of a nanoformulation with optimal properties for the co-delivery of TMZ and O6BG to the brain.https://www.mdpi.com/1999-4923/11/8/401drug deliveryexperimental designfractional factorial designO6-methylguanine DNA methyltransferase (MGMT) proteinglioblastoma multiforme |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Maria João Ramalho Joana A. Loureiro Manuel A. N. Coelho Maria Carmo Pereira |
spellingShingle |
Maria João Ramalho Joana A. Loureiro Manuel A. N. Coelho Maria Carmo Pereira Factorial Design as a Tool for the Optimization of PLGA Nanoparticles for the Co-Delivery of Temozolomide and O6-Benzylguanine Pharmaceutics drug delivery experimental design fractional factorial design O6-methylguanine DNA methyltransferase (MGMT) protein glioblastoma multiforme |
author_facet |
Maria João Ramalho Joana A. Loureiro Manuel A. N. Coelho Maria Carmo Pereira |
author_sort |
Maria João Ramalho |
title |
Factorial Design as a Tool for the Optimization of PLGA Nanoparticles for the Co-Delivery of Temozolomide and O6-Benzylguanine |
title_short |
Factorial Design as a Tool for the Optimization of PLGA Nanoparticles for the Co-Delivery of Temozolomide and O6-Benzylguanine |
title_full |
Factorial Design as a Tool for the Optimization of PLGA Nanoparticles for the Co-Delivery of Temozolomide and O6-Benzylguanine |
title_fullStr |
Factorial Design as a Tool for the Optimization of PLGA Nanoparticles for the Co-Delivery of Temozolomide and O6-Benzylguanine |
title_full_unstemmed |
Factorial Design as a Tool for the Optimization of PLGA Nanoparticles for the Co-Delivery of Temozolomide and O6-Benzylguanine |
title_sort |
factorial design as a tool for the optimization of plga nanoparticles for the co-delivery of temozolomide and o6-benzylguanine |
publisher |
MDPI AG |
series |
Pharmaceutics |
issn |
1999-4923 |
publishDate |
2019-08-01 |
description |
Poly(<span style="font-variant: small-caps;">d</span>,<span style="font-variant: small-caps;">l</span>-lactic-<i>co</i>-glycolic) (PLGA) nanoparticles (NPs) have been widely studied for several applications due to their advantageous properties, such as biocompatibility and biodegradability. Therefore, these nanocarriers could be a suitable approach for glioblastoma multiforme (GBM) therapy. The treatment of this type of tumours remains a challenge due to intrinsic resistance mechanisms. Thus, new approaches must be envisaged to target GBM tumour cells potentially providing an efficient treatment. Co-delivery of temozolomide (TMZ) and O6-benzylguanine (O6BG), an inhibitor of DNA repair, could provide good therapeutic outcomes. In this work, a fractional factorial design (FFD) was employed to produce an optimal PLGA-based nanoformulation for the co-loading of both molecules, using a reduced number of observations. The developed NPs exhibited optimal physicochemical properties for brain delivery (dimensions below 200 nm and negative zeta potential), high encapsulation efficiencies (EE) for both drugs, and showed a sustained drug release for several days. Therefore, the use of an FFD allowed for the development of a nanoformulation with optimal properties for the co-delivery of TMZ and O6BG to the brain. |
topic |
drug delivery experimental design fractional factorial design O6-methylguanine DNA methyltransferase (MGMT) protein glioblastoma multiforme |
url |
https://www.mdpi.com/1999-4923/11/8/401 |
work_keys_str_mv |
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