Modeling and simulation of bone cells dynamic behavior under the late effect of breast cancer treatments
•Development of mechanobiological model of bone remodeling coupled with breast cancer growth model.•Modeling of chemotherapy, tamoxifen, and aromatase inhibitors pharmacokinetics in the mechanobiological bone remodeling model.•Implementation and simulation of the proposed mathematical model in MATLA...
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Veröffentlicht in: | Medical engineering & physics 2023-05, Vol.115, p.103982-103982, Article 103982 |
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creator | Ait Oumghar, Imane Barkaoui, Abdelwahed Ghazi, Abdellatif EL Chabrand, Patrick |
description | •Development of mechanobiological model of bone remodeling coupled with breast cancer growth model.•Modeling of chemotherapy, tamoxifen, and aromatase inhibitors pharmacokinetics in the mechanobiological bone remodeling model.•Implementation and simulation of the proposed mathematical model in MATLAB code.•Study the chemotherapy action on bone cells growth and hormonal therapies action on estrogen-estrogen receptor concentration.•Prediction of relative bone volume fraction under different breast cancer treatments scenarios.
Breast Cancer (BC) treatments have been proven to interfere with the health of bones. Chemotherapy and endocrinal treatment regimens such as tamoxifen and aromatase inhibitors are frequently prescribed for women with BC. However, these drugs increase bone resorption and reduce the Bone Mineral Density (BMD), thus increasing the risk of bone fracture. In the current study, a mechanobiological bone remodeling model has been developed by coupling cellular activities, mechanical stimuli, and the effect of breast cancer treatments (chemotherapy, tamoxifen, and aromatase inhibitors). This model algorithm has been programmed and implemented on MATLAB software to simulate different treatment scenarios and their effects on bone remodeling and also predict the evolution of Bone Volume fraction (BV/TV) and the associated Bone Density Loss (BDL) over a period of time. The simulation results, achieved from different combinations of Breast Cancer treatments, allow the researchers to predict the intensity of each combination treatment on BV/TV and BMD. The combination of chemotherapy, tamoxifen, and aromatase inhibitors, followed by the combination of chemotherapy and tamoxifen remain the most harmful regimen. This is because they have a strong ability to induce the bone degradation which is represented by a decrease of 13.55% and 11.55% of the BV/TV value, respectively. These results were compared with the experimental studies and clinical observations which showed good agreement. The proposed model can be used by clinicians and physicians to choose the most appropriate combination of treatments, according to the patient's case. |
doi_str_mv | 10.1016/j.medengphy.2023.103982 |
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Breast Cancer (BC) treatments have been proven to interfere with the health of bones. Chemotherapy and endocrinal treatment regimens such as tamoxifen and aromatase inhibitors are frequently prescribed for women with BC. However, these drugs increase bone resorption and reduce the Bone Mineral Density (BMD), thus increasing the risk of bone fracture. In the current study, a mechanobiological bone remodeling model has been developed by coupling cellular activities, mechanical stimuli, and the effect of breast cancer treatments (chemotherapy, tamoxifen, and aromatase inhibitors). This model algorithm has been programmed and implemented on MATLAB software to simulate different treatment scenarios and their effects on bone remodeling and also predict the evolution of Bone Volume fraction (BV/TV) and the associated Bone Density Loss (BDL) over a period of time. The simulation results, achieved from different combinations of Breast Cancer treatments, allow the researchers to predict the intensity of each combination treatment on BV/TV and BMD. The combination of chemotherapy, tamoxifen, and aromatase inhibitors, followed by the combination of chemotherapy and tamoxifen remain the most harmful regimen. This is because they have a strong ability to induce the bone degradation which is represented by a decrease of 13.55% and 11.55% of the BV/TV value, respectively. These results were compared with the experimental studies and clinical observations which showed good agreement. The proposed model can be used by clinicians and physicians to choose the most appropriate combination of treatments, according to the patient's case.</description><identifier>ISSN: 1350-4533</identifier><identifier>EISSN: 1873-4030</identifier><identifier>DOI: 10.1016/j.medengphy.2023.103982</identifier><identifier>PMID: 37120177</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>Aromatase Inhibitors - pharmacology ; Aromatase Inhibitors - therapeutic use ; Bone Density ; Bone remodeling ; Bone volume fraction ; Breast cancer treatments ; Breast Neoplasms - drug therapy ; Engineering Sciences ; Female ; Fractures, Bone ; Humans ; Life Sciences ; Mechanobiological modeling ; Programming ; Tamoxifen - pharmacology ; Tamoxifen - therapeutic use</subject><ispartof>Medical engineering & physics, 2023-05, Vol.115, p.103982-103982, Article 103982</ispartof><rights>2023 IPEM</rights><rights>Copyright © 2023 IPEM. Published by Elsevier Ltd. All rights reserved.</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c405t-2c2e4b21bbc9b6e8fb1209c224858694af6a0eab1618a8c5a9d8e289de69b5c13</citedby><cites>FETCH-LOGICAL-c405t-2c2e4b21bbc9b6e8fb1209c224858694af6a0eab1618a8c5a9d8e289de69b5c13</cites><orcidid>0000-0001-7268-5860 ; 0000-0003-1990-4993 ; 0000-0002-8180-9973</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.medengphy.2023.103982$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,780,784,885,3548,27922,27923,45993</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37120177$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://hal.science/hal-04482493$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Ait Oumghar, Imane</creatorcontrib><creatorcontrib>Barkaoui, Abdelwahed</creatorcontrib><creatorcontrib>Ghazi, Abdellatif EL</creatorcontrib><creatorcontrib>Chabrand, Patrick</creatorcontrib><title>Modeling and simulation of bone cells dynamic behavior under the late effect of breast cancer treatments</title><title>Medical engineering & physics</title><addtitle>Med Eng Phys</addtitle><description>•Development of mechanobiological model of bone remodeling coupled with breast cancer growth model.•Modeling of chemotherapy, tamoxifen, and aromatase inhibitors pharmacokinetics in the mechanobiological bone remodeling model.•Implementation and simulation of the proposed mathematical model in MATLAB code.•Study the chemotherapy action on bone cells growth and hormonal therapies action on estrogen-estrogen receptor concentration.•Prediction of relative bone volume fraction under different breast cancer treatments scenarios.
Breast Cancer (BC) treatments have been proven to interfere with the health of bones. Chemotherapy and endocrinal treatment regimens such as tamoxifen and aromatase inhibitors are frequently prescribed for women with BC. However, these drugs increase bone resorption and reduce the Bone Mineral Density (BMD), thus increasing the risk of bone fracture. In the current study, a mechanobiological bone remodeling model has been developed by coupling cellular activities, mechanical stimuli, and the effect of breast cancer treatments (chemotherapy, tamoxifen, and aromatase inhibitors). This model algorithm has been programmed and implemented on MATLAB software to simulate different treatment scenarios and their effects on bone remodeling and also predict the evolution of Bone Volume fraction (BV/TV) and the associated Bone Density Loss (BDL) over a period of time. The simulation results, achieved from different combinations of Breast Cancer treatments, allow the researchers to predict the intensity of each combination treatment on BV/TV and BMD. The combination of chemotherapy, tamoxifen, and aromatase inhibitors, followed by the combination of chemotherapy and tamoxifen remain the most harmful regimen. This is because they have a strong ability to induce the bone degradation which is represented by a decrease of 13.55% and 11.55% of the BV/TV value, respectively. These results were compared with the experimental studies and clinical observations which showed good agreement. The proposed model can be used by clinicians and physicians to choose the most appropriate combination of treatments, according to the patient's case.</description><subject>Aromatase Inhibitors - pharmacology</subject><subject>Aromatase Inhibitors - therapeutic use</subject><subject>Bone Density</subject><subject>Bone remodeling</subject><subject>Bone volume fraction</subject><subject>Breast cancer treatments</subject><subject>Breast Neoplasms - drug therapy</subject><subject>Engineering Sciences</subject><subject>Female</subject><subject>Fractures, Bone</subject><subject>Humans</subject><subject>Life Sciences</subject><subject>Mechanobiological modeling</subject><subject>Programming</subject><subject>Tamoxifen - pharmacology</subject><subject>Tamoxifen - therapeutic use</subject><issn>1350-4533</issn><issn>1873-4030</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkcuO1DAQRSMEYoaBXwAvYZHGryT2sjUaGKRGbGBt-VGZuJXYjZ201H-PQ4besrJdOreqfG9VfSB4RzBpPx93EzgIT6fhsqOYslJlUtAX1S0RHas5ZvhlubMG17xh7KZ6k_MRY8x5y15XN6wjFJOuu62G79HB6MMT0sGh7Kdl1LOPAcUemRgAWRjHjNwl6MlbZGDQZx8TWoKDhOYBUOEBQd-Dnf-KEug8I6uDXYHymicIc35bver1mOHd83lX_fry8PP-sT78-Prtfn-oLcfNXFNLgRtKjLHStCB6UzaVllIuGtFKrvtWY9CGtERoYRstnQAqpINWmsYSdld92voOelSn5CedLipqrx73B7XWigeCcsnOK_txY08p_l4gz2ryef2wDhCXrKjAnSSd5LSg3YbaFHNO0F97E6zWSNRRXSNRayRqi6Qo3z8PWUwhrrp_GRRgvwFQbDl7SCpbD8U-51MxVbno_zvkD-D0oZE</recordid><startdate>202305</startdate><enddate>202305</enddate><creator>Ait Oumghar, Imane</creator><creator>Barkaoui, Abdelwahed</creator><creator>Ghazi, Abdellatif EL</creator><creator>Chabrand, Patrick</creator><general>Elsevier Ltd</general><general>Elsevier</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>1XC</scope><scope>VOOES</scope><orcidid>https://orcid.org/0000-0001-7268-5860</orcidid><orcidid>https://orcid.org/0000-0003-1990-4993</orcidid><orcidid>https://orcid.org/0000-0002-8180-9973</orcidid></search><sort><creationdate>202305</creationdate><title>Modeling and simulation of bone cells dynamic behavior under the late effect of breast cancer treatments</title><author>Ait Oumghar, Imane ; Barkaoui, Abdelwahed ; Ghazi, Abdellatif EL ; Chabrand, Patrick</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c405t-2c2e4b21bbc9b6e8fb1209c224858694af6a0eab1618a8c5a9d8e289de69b5c13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Aromatase Inhibitors - pharmacology</topic><topic>Aromatase Inhibitors - therapeutic use</topic><topic>Bone Density</topic><topic>Bone remodeling</topic><topic>Bone volume fraction</topic><topic>Breast cancer treatments</topic><topic>Breast Neoplasms - drug therapy</topic><topic>Engineering Sciences</topic><topic>Female</topic><topic>Fractures, Bone</topic><topic>Humans</topic><topic>Life Sciences</topic><topic>Mechanobiological modeling</topic><topic>Programming</topic><topic>Tamoxifen - pharmacology</topic><topic>Tamoxifen - therapeutic use</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ait Oumghar, Imane</creatorcontrib><creatorcontrib>Barkaoui, Abdelwahed</creatorcontrib><creatorcontrib>Ghazi, Abdellatif EL</creatorcontrib><creatorcontrib>Chabrand, Patrick</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Hyper Article en Ligne (HAL)</collection><collection>Hyper Article en Ligne (HAL) (Open Access)</collection><jtitle>Medical engineering & physics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ait Oumghar, Imane</au><au>Barkaoui, Abdelwahed</au><au>Ghazi, Abdellatif EL</au><au>Chabrand, Patrick</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Modeling and simulation of bone cells dynamic behavior under the late effect of breast cancer treatments</atitle><jtitle>Medical engineering & physics</jtitle><addtitle>Med Eng Phys</addtitle><date>2023-05</date><risdate>2023</risdate><volume>115</volume><spage>103982</spage><epage>103982</epage><pages>103982-103982</pages><artnum>103982</artnum><issn>1350-4533</issn><eissn>1873-4030</eissn><abstract>•Development of mechanobiological model of bone remodeling coupled with breast cancer growth model.•Modeling of chemotherapy, tamoxifen, and aromatase inhibitors pharmacokinetics in the mechanobiological bone remodeling model.•Implementation and simulation of the proposed mathematical model in MATLAB code.•Study the chemotherapy action on bone cells growth and hormonal therapies action on estrogen-estrogen receptor concentration.•Prediction of relative bone volume fraction under different breast cancer treatments scenarios.
Breast Cancer (BC) treatments have been proven to interfere with the health of bones. Chemotherapy and endocrinal treatment regimens such as tamoxifen and aromatase inhibitors are frequently prescribed for women with BC. However, these drugs increase bone resorption and reduce the Bone Mineral Density (BMD), thus increasing the risk of bone fracture. In the current study, a mechanobiological bone remodeling model has been developed by coupling cellular activities, mechanical stimuli, and the effect of breast cancer treatments (chemotherapy, tamoxifen, and aromatase inhibitors). This model algorithm has been programmed and implemented on MATLAB software to simulate different treatment scenarios and their effects on bone remodeling and also predict the evolution of Bone Volume fraction (BV/TV) and the associated Bone Density Loss (BDL) over a period of time. The simulation results, achieved from different combinations of Breast Cancer treatments, allow the researchers to predict the intensity of each combination treatment on BV/TV and BMD. The combination of chemotherapy, tamoxifen, and aromatase inhibitors, followed by the combination of chemotherapy and tamoxifen remain the most harmful regimen. This is because they have a strong ability to induce the bone degradation which is represented by a decrease of 13.55% and 11.55% of the BV/TV value, respectively. These results were compared with the experimental studies and clinical observations which showed good agreement. The proposed model can be used by clinicians and physicians to choose the most appropriate combination of treatments, according to the patient's case.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>37120177</pmid><doi>10.1016/j.medengphy.2023.103982</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0001-7268-5860</orcidid><orcidid>https://orcid.org/0000-0003-1990-4993</orcidid><orcidid>https://orcid.org/0000-0002-8180-9973</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Aromatase Inhibitors - pharmacology Aromatase Inhibitors - therapeutic use Bone Density Bone remodeling Bone volume fraction Breast cancer treatments Breast Neoplasms - drug therapy Engineering Sciences Female Fractures, Bone Humans Life Sciences Mechanobiological modeling Programming Tamoxifen - pharmacology Tamoxifen - therapeutic use |
title | Modeling and simulation of bone cells dynamic behavior under the late effect of breast cancer treatments |
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