Cargando…
On the effect of antiresorptive drugs on the bone remodeling of the mandible after dental implantation: a mathematical model
Bone remodeling identifies the process of permanent bone change with new bone formation and old bone resorption. Understanding this process is essential in many applications, such as optimizing the treatment of diseases like osteoporosis, maintaining bone density in long-term periods of disuse, or a...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7854758/ https://www.ncbi.nlm.nih.gov/pubmed/33531628 http://dx.doi.org/10.1038/s41598-021-82502-y |
_version_ | 1783646151137820672 |
---|---|
author | Ashrafi, Mehran Ghalichi, Farzan Mirzakouchaki, Behnam Doblare, Manuel |
author_facet | Ashrafi, Mehran Ghalichi, Farzan Mirzakouchaki, Behnam Doblare, Manuel |
author_sort | Ashrafi, Mehran |
collection | PubMed |
description | Bone remodeling identifies the process of permanent bone change with new bone formation and old bone resorption. Understanding this process is essential in many applications, such as optimizing the treatment of diseases like osteoporosis, maintaining bone density in long-term periods of disuse, or assessing the long-term evolution of the bone surrounding prostheses after implantation. A particular case of study is the bone remodeling process after dental implantation. Despite the overall success of this type of implants, the increasing life expectancy in developed countries has boosted the demand for dental implants in patients with osteoporosis. Although several studies demonstrate a high success rate of dental implants in osteoporotic patients, it is also known that the healing time and the failure rate increase, necessitating the adoption of pharmacological measures to improve bone quality in those patients. However, the general efficacy of these antiresorptive drugs for osteoporotic patients is still controversial, requiring more experimental and clinical studies. In this work, we investigate the effect of different doses of several drugs, used nowadays in osteoporotic patients, on the evolution of bone density after dental implantation. With this aim, we use a pharmacokinetic–pharmacodynamic (PK/PD) mathematical model that includes the effect of antiresorptive drugs on the RANK/RANK-L/OPG pathway, as well as the mechano-chemical coupling with external mechanical loads. This mechano-PK/PD model is then used to analyze the evolution of bone in normal and osteoporotic mandibles after dental implantation with different drug dosages. We show that using antiresorptive agents such as bisphosphonates or denosumab increases bone density and the associated mechanical properties, but at the same time, it also increases bone brittleness. We conclude that, despite the many limitations of these very complex models, the one presented here is capable of predicting qualitatively the evolution of some of the main biological and chemical variables associated with the process of bone remodeling in patients receiving drugs for osteoporosis, so it could be used to optimize dental implant design and coating for osteoporotic patients, as well as the drug dosage protocol for patient-specific treatments. |
format | Online Article Text |
id | pubmed-7854758 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-78547582021-02-04 On the effect of antiresorptive drugs on the bone remodeling of the mandible after dental implantation: a mathematical model Ashrafi, Mehran Ghalichi, Farzan Mirzakouchaki, Behnam Doblare, Manuel Sci Rep Article Bone remodeling identifies the process of permanent bone change with new bone formation and old bone resorption. Understanding this process is essential in many applications, such as optimizing the treatment of diseases like osteoporosis, maintaining bone density in long-term periods of disuse, or assessing the long-term evolution of the bone surrounding prostheses after implantation. A particular case of study is the bone remodeling process after dental implantation. Despite the overall success of this type of implants, the increasing life expectancy in developed countries has boosted the demand for dental implants in patients with osteoporosis. Although several studies demonstrate a high success rate of dental implants in osteoporotic patients, it is also known that the healing time and the failure rate increase, necessitating the adoption of pharmacological measures to improve bone quality in those patients. However, the general efficacy of these antiresorptive drugs for osteoporotic patients is still controversial, requiring more experimental and clinical studies. In this work, we investigate the effect of different doses of several drugs, used nowadays in osteoporotic patients, on the evolution of bone density after dental implantation. With this aim, we use a pharmacokinetic–pharmacodynamic (PK/PD) mathematical model that includes the effect of antiresorptive drugs on the RANK/RANK-L/OPG pathway, as well as the mechano-chemical coupling with external mechanical loads. This mechano-PK/PD model is then used to analyze the evolution of bone in normal and osteoporotic mandibles after dental implantation with different drug dosages. We show that using antiresorptive agents such as bisphosphonates or denosumab increases bone density and the associated mechanical properties, but at the same time, it also increases bone brittleness. We conclude that, despite the many limitations of these very complex models, the one presented here is capable of predicting qualitatively the evolution of some of the main biological and chemical variables associated with the process of bone remodeling in patients receiving drugs for osteoporosis, so it could be used to optimize dental implant design and coating for osteoporotic patients, as well as the drug dosage protocol for patient-specific treatments. Nature Publishing Group UK 2021-02-02 /pmc/articles/PMC7854758/ /pubmed/33531628 http://dx.doi.org/10.1038/s41598-021-82502-y Text en © The Author(s) 2021 Open AccessThis 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/. |
spellingShingle | Article Ashrafi, Mehran Ghalichi, Farzan Mirzakouchaki, Behnam Doblare, Manuel On the effect of antiresorptive drugs on the bone remodeling of the mandible after dental implantation: a mathematical model |
title | On the effect of antiresorptive drugs on the bone remodeling of the mandible after dental implantation: a mathematical model |
title_full | On the effect of antiresorptive drugs on the bone remodeling of the mandible after dental implantation: a mathematical model |
title_fullStr | On the effect of antiresorptive drugs on the bone remodeling of the mandible after dental implantation: a mathematical model |
title_full_unstemmed | On the effect of antiresorptive drugs on the bone remodeling of the mandible after dental implantation: a mathematical model |
title_short | On the effect of antiresorptive drugs on the bone remodeling of the mandible after dental implantation: a mathematical model |
title_sort | on the effect of antiresorptive drugs on the bone remodeling of the mandible after dental implantation: a mathematical model |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7854758/ https://www.ncbi.nlm.nih.gov/pubmed/33531628 http://dx.doi.org/10.1038/s41598-021-82502-y |
work_keys_str_mv | AT ashrafimehran ontheeffectofantiresorptivedrugsontheboneremodelingofthemandibleafterdentalimplantationamathematicalmodel AT ghalichifarzan ontheeffectofantiresorptivedrugsontheboneremodelingofthemandibleafterdentalimplantationamathematicalmodel AT mirzakouchakibehnam ontheeffectofantiresorptivedrugsontheboneremodelingofthemandibleafterdentalimplantationamathematicalmodel AT doblaremanuel ontheeffectofantiresorptivedrugsontheboneremodelingofthemandibleafterdentalimplantationamathematicalmodel |