Application of the Fractional Calculus in Pharmacokinetic Compartmental Modeling
In this study, we present the application of fractional calculus (FC) in biomedicine. We present three different integer order pharmacokinetic models which are widely used in cancer therapy with two and three compartments and we solve them numerically and analytically to demonstrate the absorption,...
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| Format: | Article |
| Language: | English |
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Indonesian Bio-Mathematical Society
2022-08-01
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| Series: | Communication in Biomathematical Sciences |
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| Online Access: | https://journals.itb.ac.id/index.php/cbms/article/view/18314 |
| _version_ | 1797244963187064832 |
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| author | Tahmineh Azizi |
| author_facet | Tahmineh Azizi |
| author_sort | Tahmineh Azizi |
| collection | DOAJ |
| description | In this study, we present the application of fractional calculus (FC) in biomedicine. We present three different integer order pharmacokinetic models which are widely used in cancer therapy with two and three compartments and we solve them numerically and analytically to demonstrate the absorption, distribution, metabolism, and excretion (ADME) of drug in different tissues. Since tumor cells interactions are systems with memory, the fractional-order framework is a better approach to model the cancer phenomena rather than ordinary and delay differential equations. Therefore, the nonstandard finite difference analysis or NSFD method following the Grunwald-Letinkov discretization may be applied to discretize the model and obtain the fractional-order form to describe the fractal processes of drug movement in body. It will be of great significance to implement a simple and efficient numerical method to solve these fractional-order models. Therefore, numerical methods using finite difference scheme has been carried out to derive the numerical solution of fractional-order two and tri-compartmental pharmacokinetic models for oral drug administration. This study shows that the fractional-order modeling extends the capabilities of the integer order model into the generalized domain of fractional calculus. In addition, the fractional-order modeling gives more power to control the dynamical behaviors of (ADME) process in different tissues because the order of fractional derivative may be used as a new control parameter to extract the variety of governing classes on the non local behaviors of a model, however, the integer order operator only deals with the local and integer order domain. As a matter of fact, NSFD may be used as an effective and very easy method to implement for this type application, and it provides a convenient framework for solving the proposed fractional-order models. |
| first_indexed | 2024-04-24T19:19:21Z |
| format | Article |
| id | doaj.art-1ae8f62760914406ac2739d029485027 |
| institution | Directory Open Access Journal |
| issn | 2549-2896 |
| language | English |
| last_indexed | 2024-04-24T19:19:21Z |
| publishDate | 2022-08-01 |
| publisher | Indonesian Bio-Mathematical Society |
| record_format | Article |
| series | Communication in Biomathematical Sciences |
| spelling | doaj.art-1ae8f62760914406ac2739d0294850272024-03-26T01:29:13ZengIndonesian Bio-Mathematical SocietyCommunication in Biomathematical Sciences2549-28962022-08-0151637710.5614/cbms.2022.5.1.418904Application of the Fractional Calculus in Pharmacokinetic Compartmental ModelingTahmineh Azizi0Department of Mechanical Engineering, Florida State University, Tallahassee, Florida 32310, United StatesIn this study, we present the application of fractional calculus (FC) in biomedicine. We present three different integer order pharmacokinetic models which are widely used in cancer therapy with two and three compartments and we solve them numerically and analytically to demonstrate the absorption, distribution, metabolism, and excretion (ADME) of drug in different tissues. Since tumor cells interactions are systems with memory, the fractional-order framework is a better approach to model the cancer phenomena rather than ordinary and delay differential equations. Therefore, the nonstandard finite difference analysis or NSFD method following the Grunwald-Letinkov discretization may be applied to discretize the model and obtain the fractional-order form to describe the fractal processes of drug movement in body. It will be of great significance to implement a simple and efficient numerical method to solve these fractional-order models. Therefore, numerical methods using finite difference scheme has been carried out to derive the numerical solution of fractional-order two and tri-compartmental pharmacokinetic models for oral drug administration. This study shows that the fractional-order modeling extends the capabilities of the integer order model into the generalized domain of fractional calculus. In addition, the fractional-order modeling gives more power to control the dynamical behaviors of (ADME) process in different tissues because the order of fractional derivative may be used as a new control parameter to extract the variety of governing classes on the non local behaviors of a model, however, the integer order operator only deals with the local and integer order domain. As a matter of fact, NSFD may be used as an effective and very easy method to implement for this type application, and it provides a convenient framework for solving the proposed fractional-order models.https://journals.itb.ac.id/index.php/cbms/article/view/18314fractional calculusnsfd methodpharmacokinetic modelsgrunwald-letinkov method |
| spellingShingle | Tahmineh Azizi Application of the Fractional Calculus in Pharmacokinetic Compartmental Modeling Communication in Biomathematical Sciences fractional calculus nsfd method pharmacokinetic models grunwald-letinkov method |
| title | Application of the Fractional Calculus in Pharmacokinetic Compartmental Modeling |
| title_full | Application of the Fractional Calculus in Pharmacokinetic Compartmental Modeling |
| title_fullStr | Application of the Fractional Calculus in Pharmacokinetic Compartmental Modeling |
| title_full_unstemmed | Application of the Fractional Calculus in Pharmacokinetic Compartmental Modeling |
| title_short | Application of the Fractional Calculus in Pharmacokinetic Compartmental Modeling |
| title_sort | application of the fractional calculus in pharmacokinetic compartmental modeling |
| topic | fractional calculus nsfd method pharmacokinetic models grunwald-letinkov method |
| url | https://journals.itb.ac.id/index.php/cbms/article/view/18314 |
| work_keys_str_mv | AT tahminehazizi applicationofthefractionalcalculusinpharmacokineticcompartmentalmodeling |