2020
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De Piano, Raffaella ; Caccavo, Diego; Cascone, Sara; Festa, Caterina; Lamberti, Gaetano; Barba, Anna Angela Drug release from hydrogel-based matrix systems partially coated: experiments and modeling Journal Article Journal of Drug Delivery Science and Technology, 2020. Abstract | Links | BibTeX | Tags: drug release, Modeling, Tablets, Theophylline @article{Piano}2020,
title = {Drug release from hydrogel-based matrix systems partially coated: experiments and modeling},
author = {Raffaella {De Piano} and Diego Caccavo and Sara Cascone and Caterina Festa and Gaetano Lamberti and Anna Angela Barba},
url = {https://www.sciencedirect.com/science/article/abs/pii/S1773224720314350?via%3Dihub},
doi = {10.1016/j.jddst.2020.102146},
year = {2020},
date = {2020-10-07},
journal = {Journal of Drug Delivery Science and Technology},
abstract = {Hydrogel-based matrix systems are largely used as controlled drug delivery systems, since it is possible to get the desired drug release profile properly designing the system in term of composition, drug loading and shape. Meanwhile, the mathematical modeling of the phenomena involved in the drug release process is a useful tool to understand and to predict the complex behavior of these systems, in term of water up-take, matrix swelling and erosion, drug diffusion and release. Furthermore, the coating of the matrix is used to provide certain characteristics such as enteric resistance, meanwhile making more complex the mathematical description of the process. In this work cylindrical tablets made of hydroxyl-propyl-methyl-cellulose (HPMC) loaded with theophylline (TP), as obtained or coated by an impermeable painting on the lateral surface were dissolved in a USP II apparatus, and the release of TP, as well as of HPMC and the shape changes were monitored in time, for several rotational speeds of the impeller. The experimental data gathered were used to tune a previously proposed mathematical model. The model was found able to correctly describe all the observed phenomena, confirming its usefulness as a tool in design and production of pharmaceutics.},
keywords = {drug release, Modeling, Tablets, Theophylline},
pubstate = {published},
tppubtype = {article}
}
Hydrogel-based matrix systems are largely used as controlled drug delivery systems, since it is possible to get the desired drug release profile properly designing the system in term of composition, drug loading and shape. Meanwhile, the mathematical modeling of the phenomena involved in the drug release process is a useful tool to understand and to predict the complex behavior of these systems, in term of water up-take, matrix swelling and erosion, drug diffusion and release. Furthermore, the coating of the matrix is used to provide certain characteristics such as enteric resistance, meanwhile making more complex the mathematical description of the process. In this work cylindrical tablets made of hydroxyl-propyl-methyl-cellulose (HPMC) loaded with theophylline (TP), as obtained or coated by an impermeable painting on the lateral surface were dissolved in a USP II apparatus, and the release of TP, as well as of HPMC and the shape changes were monitored in time, for several rotational speeds of the impeller. The experimental data gathered were used to tune a previously proposed mathematical model. The model was found able to correctly describe all the observed phenomena, confirming its usefulness as a tool in design and production of pharmaceutics. |
2018
|
Cascone, Sara; Lamberti, Gaetano; Piazza, Ornella; Abbiati, Roberto Andrea; Manca, Davide A physiologically-based model to predict individual pharmacokinetics and pharmacodynamics of remifentanil Journal Article European Journal of Pharmaceutical Sciences, 111 , pp. 20-28, 2018, ISSN: 0928-0987. Abstract | Links | BibTeX | Tags: Modeling, Pharmacokinetics @article{Cascone2018,
title = {A physiologically-based model to predict individual pharmacokinetics and pharmacodynamics of remifentanil},
author = {Sara Cascone and Gaetano Lamberti and Ornella Piazza and Roberto Andrea Abbiati and Davide Manca},
url = {http://www.sciencedirect.com/science/article/pii/S0928098717305201},
doi = {10.1016/j.ejps.2017.09.028},
issn = {0928-0987},
year = {2018},
date = {2018-01-01},
journal = {European Journal of Pharmaceutical Sciences},
volume = {111},
pages = {20-28},
abstract = {Remifentanil based anesthesia is nowadays spread worldwide. This drug is characterized by a rapid onset of the analgesic effects, but also by a rapid onset of the side effects. For this reason, the knowledge of the remifentanil concentration in the human body is a key topic in anesthesiology. The aims of this work are to propose and validate a physiologically based pharmacokinetic model capable to predict both the pharmacokinetics and pharmacodynamics of remifentanil, and to take into account the inter-individual differences among the patients (such as height and body mass). The blood concentration of remifentanil has been successfully simulated and compared with experimental literature data. The pharmacodynamics, in terms of effect of remifentanil on minute ventilation and electroencephalogram, has been implemented in this model. Moreover, the remifentanil concentration in various organs and tissues is predicted, which is a significant improvement with respect to the traditional compartmental models. The availability of the model makes possible the prediction of the effects of remifentanil administration, also accounting for individual parameters.},
keywords = {Modeling, Pharmacokinetics},
pubstate = {published},
tppubtype = {article}
}
Remifentanil based anesthesia is nowadays spread worldwide. This drug is characterized by a rapid onset of the analgesic effects, but also by a rapid onset of the side effects. For this reason, the knowledge of the remifentanil concentration in the human body is a key topic in anesthesiology. The aims of this work are to propose and validate a physiologically based pharmacokinetic model capable to predict both the pharmacokinetics and pharmacodynamics of remifentanil, and to take into account the inter-individual differences among the patients (such as height and body mass). The blood concentration of remifentanil has been successfully simulated and compared with experimental literature data. The pharmacodynamics, in terms of effect of remifentanil on minute ventilation and electroencephalogram, has been implemented in this model. Moreover, the remifentanil concentration in various organs and tissues is predicted, which is a significant improvement with respect to the traditional compartmental models. The availability of the model makes possible the prediction of the effects of remifentanil administration, also accounting for individual parameters. |
2017
|
Caccavo, Diego; Cascone, Sara; Lamberti, Gaetano; Dalmoro, Annalisa; Barba, Anna Angela Modeling of the behavior of natural polysaccharides hydrogels for bio-pharma applications Journal Article Natural Product Communications, 12 (6), pp. 867-871, 2017, ISSN: 1934-578X. Abstract | Links | BibTeX | Tags: Hydrogel Characterization, Hydrogel Modeling, Hydrogels, Mathematical modeling, Modeling @article{NPC02,
title = {Modeling of the behavior of natural polysaccharides hydrogels for bio-pharma applications},
author = {Diego Caccavo and Sara Cascone and Gaetano Lamberti and Annalisa Dalmoro and Anna Angela Barba},
url = {http://www.naturalproduct.us/index.asp
https://www.gruppotpp.it/wp-content/uploads/2017/06/Caccavo-et-al-NPC-126-867-871-2017-Abstract.pdf},
issn = {1934-578X},
year = {2017},
date = {2017-07-31},
journal = {Natural Product Communications},
volume = {12},
number = {6},
pages = {867-871},
abstract = {Hydrogels, even if not exclusively obtained from natural sources, are widely used for pharmaceuticals and for biomedical applications. The reasons for their uses are their biocompatibility and the possibility to obtain systems and devices with different properties, due to variable characteristics of the materials. In order to effectively design and produce these systems and devices, two main ways are available: i) trial-and-error process, at least guided by experience, during which the composition of the system and the production steps are changed in order to get the desired behavior; ii) production process guided by the a-priori simulation of the systems’ behavior, thanks to proper tuned mathematical models of the reality. Of course the second approach, when applicable, allows tremendous savings in term of human and instrumental resources.
In this mini-review, several modeling approaches useful to describe the behavior of natural polysaccharide-based hydrogels in bio-pharma applications are reported. In particular, reported case histories are: i) the size calculation of micro-particles obtained by ultrasound assisted atomization; ii) the release kinetics from core-shell micro-particles, iii) the solidification behavior of blends of synthetic and natural polymers for gel paving of blood vessels, iv) the drug release from hydrogel-based tablets. This material can be seen as a guide toward the use of mathematical modeling in bio-pharma applications.
},
keywords = {Hydrogel Characterization, Hydrogel Modeling, Hydrogels, Mathematical modeling, Modeling},
pubstate = {published},
tppubtype = {article}
}
Hydrogels, even if not exclusively obtained from natural sources, are widely used for pharmaceuticals and for biomedical applications. The reasons for their uses are their biocompatibility and the possibility to obtain systems and devices with different properties, due to variable characteristics of the materials. In order to effectively design and produce these systems and devices, two main ways are available: i) trial-and-error process, at least guided by experience, during which the composition of the system and the production steps are changed in order to get the desired behavior; ii) production process guided by the a-priori simulation of the systems’ behavior, thanks to proper tuned mathematical models of the reality. Of course the second approach, when applicable, allows tremendous savings in term of human and instrumental resources.
In this mini-review, several modeling approaches useful to describe the behavior of natural polysaccharide-based hydrogels in bio-pharma applications are reported. In particular, reported case histories are: i) the size calculation of micro-particles obtained by ultrasound assisted atomization; ii) the release kinetics from core-shell micro-particles, iii) the solidification behavior of blends of synthetic and natural polymers for gel paving of blood vessels, iv) the drug release from hydrogel-based tablets. This material can be seen as a guide toward the use of mathematical modeling in bio-pharma applications.
|
2015
|
Caccavo, Diego; Lamberti, Gaetano; Cascone, Sara; Barba, Anna Angela; Larsson, Anette Understanding the adhesion phenomena in carbohydrate-hydrogel-based systems: Water up-take, swelling and elastic detachment Journal Article Carbohydrate Polymers, 131 , pp. 41–49, 2015, ISSN: 01448617. Abstract | Links | BibTeX | Tags: Bio-adhesion, Carbopol, Elastic behavior, Hydrogel Characterization, Hydrogel Modeling, Modeling, Water transport @article{Caccavo2015b,
title = {Understanding the adhesion phenomena in carbohydrate-hydrogel-based systems: Water up-take, swelling and elastic detachment},
author = { Diego Caccavo and Gaetano Lamberti and Sara Cascone and Anna Angela Barba and Anette Larsson},
url = {http://www.sciencedirect.com/science/article/pii/S0144861715004476},
doi = {10.1016/j.carbpol.2015.05.041},
issn = {01448617},
year = {2015},
date = {2015-10-01},
journal = {Carbohydrate Polymers},
volume = {131},
pages = {41--49},
abstract = {The bio-adhesion is a complex phenomenon which takes place when two materials (at least one of biological nature, the other usually is a polymeric one) are held together for extended periods of time, usually for local drug delivery purposes. Despite bio-adhesion is widely exploited in commercial pharmaceuticals such as the buccal patches, the underlying phenomena of the process are not completely clarified yet. In this study experimental tests, in which the role of biological membranes is played by a water-rich agarose gel whereas patches are mimicked by hydrogel tablets (made of Carbopol or of Carbopol added with NaCl), have been used to analyze the behavior of the model system above described. Tablets have been forced to adhere on the agarose gel, and after a given contact time they have been detached, recording the required forces. Furthermore weight gain of the tablets (the water transported from the agarose gel toward the tablet) has been quantified. Water transport (during the time in which the contact between tablet and agarose gel is held) and elastic part of mechanical response during the detachment are modelled to achieve a better understanding of the adhesion process. Both the two sub-models nicely reproduce, respectively, the weight gain as well as the swelling of the Carbopol tablets, and the point at which the mechanical response ceases to be purely elastic.},
keywords = {Bio-adhesion, Carbopol, Elastic behavior, Hydrogel Characterization, Hydrogel Modeling, Modeling, Water transport},
pubstate = {published},
tppubtype = {article}
}
The bio-adhesion is a complex phenomenon which takes place when two materials (at least one of biological nature, the other usually is a polymeric one) are held together for extended periods of time, usually for local drug delivery purposes. Despite bio-adhesion is widely exploited in commercial pharmaceuticals such as the buccal patches, the underlying phenomena of the process are not completely clarified yet. In this study experimental tests, in which the role of biological membranes is played by a water-rich agarose gel whereas patches are mimicked by hydrogel tablets (made of Carbopol or of Carbopol added with NaCl), have been used to analyze the behavior of the model system above described. Tablets have been forced to adhere on the agarose gel, and after a given contact time they have been detached, recording the required forces. Furthermore weight gain of the tablets (the water transported from the agarose gel toward the tablet) has been quantified. Water transport (during the time in which the contact between tablet and agarose gel is held) and elastic part of mechanical response during the detachment are modelled to achieve a better understanding of the adhesion process. Both the two sub-models nicely reproduce, respectively, the weight gain as well as the swelling of the Carbopol tablets, and the point at which the mechanical response ceases to be purely elastic. |
Caccavo, Diego; Cascone, Sara; Lamberti, Gaetano; Barba, Anna Angela Controlled drug release from hydrogel-based matrices: Experiments and modeling. Journal Article International journal of pharmaceutics, 486 (1-2), pp. 144–152, 2015, ISSN: 1873-3476. Abstract | Links | BibTeX | Tags: Hydrogel Characterization, Hydrogel Modeling, Hydrogels, Modeling, Texture analysis, Transport phenomena, Water uptake @article{Caccavo2015a,
title = {Controlled drug release from hydrogel-based matrices: Experiments and modeling.},
author = { Diego Caccavo and Sara Cascone and Gaetano Lamberti and Anna Angela Barba},
url = {http://www.sciencedirect.com/science/article/pii/S0378517315002707},
doi = {10.1016/j.ijpharm.2015.03.054},
issn = {1873-3476},
year = {2015},
date = {2015-03-01},
journal = {International journal of pharmaceutics},
volume = {486},
number = {1-2},
pages = {144--152},
abstract = {Controlled release by oral administration is mainly achieved by pharmaceuticals based on hydrogels. Once swallowed, a matrix made of hydrogels experiences water up-take, swelling, drug dissolution and diffusion, polymer erosion. The detailed understanding and quantification of such a complex behavior is a mandatory prerequisite to the design of novel pharmaceuticals for controlled oral delivery. In this work, the behavior of hydrogel-based matrices has been investigated by means of several experimental techniques previously pointed out (gravimetric, and based on texture analysis); and then all the observed features were mathematically described using a physical model, defined and recently improved by our research group (based on balance equations, rate equations and swelling predictions). The agreement between the huge set of experimental data and the detailed calculations by the model is good, confirming the validity of both the experimental and the theoretical approaches.},
keywords = {Hydrogel Characterization, Hydrogel Modeling, Hydrogels, Modeling, Texture analysis, Transport phenomena, Water uptake},
pubstate = {published},
tppubtype = {article}
}
Controlled release by oral administration is mainly achieved by pharmaceuticals based on hydrogels. Once swallowed, a matrix made of hydrogels experiences water up-take, swelling, drug dissolution and diffusion, polymer erosion. The detailed understanding and quantification of such a complex behavior is a mandatory prerequisite to the design of novel pharmaceuticals for controlled oral delivery. In this work, the behavior of hydrogel-based matrices has been investigated by means of several experimental techniques previously pointed out (gravimetric, and based on texture analysis); and then all the observed features were mathematically described using a physical model, defined and recently improved by our research group (based on balance equations, rate equations and swelling predictions). The agreement between the huge set of experimental data and the detailed calculations by the model is good, confirming the validity of both the experimental and the theoretical approaches. |