A General Mechano-Pharmaco-Biological Model for Bone Remodeling Including Cortisol Variation

被引:2
作者
Ben Kahla, Rabeb [1 ,2 ]
Barkaoui, Abdelwahed [3 ]
Chafra, Moez [1 ]
Tavares, Joao Manuel R. S. [4 ]
机构
[1] Univ Carthage, Lab Syst & Mecan Appl LASMAP, Ecole Polytech Tunis, La Marsa 2078, Tunisia
[2] Univ Tunis El Manar, Lab Mecan Appl & Ingn LR MAI, Ecole Natl Ingenieurs Tunis, BP 37, Tunis 1002, Tunisia
[3] Univ Int Rabat, Lab Energies Renouvelables & Mat Avances LERMA, Rocade Rabat Sale 11100, Morocco
[4] Univ Porto, Fac Engn, Inst Ciencia & Inovacao Engn Mecan & Engn Ind, Dept Engn Mecan, Rua Dr Roberto Frias S-N, P-4200465 Porto, Portugal
关键词
biomechanics; mathematical model; cell dynamics; bone physiology; bone disorders; TRABECULAR BONE; MATHEMATICAL-MODEL; MINERAL DENSITY; FATIGUE DAMAGE; LOADING HISTORY; TGF-BETA; OSTEOBLAST; RESORPTION; REPAIR; OSTEOPOROSIS;
D O I
10.3390/math9121401
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
The process of bone remodeling requires a strict coordination of bone resorption and formation in time and space in order to maintain consistent bone quality and quantity. Bone-resorbing osteoclasts and bone-forming osteoblasts are the two major players in the remodeling process. Their coordination is achieved by generating the appropriate number of osteoblasts since osteoblastic-lineage cells govern the bone mass variation and regulate a corresponding number of osteoclasts. Furthermore, diverse hormones, cytokines and growth factors that strongly link osteoblasts to osteoclasts coordinated these two cell populations. The understanding of this complex remodeling process and predicting its evolution is crucial to manage bone strength under physiologic and pathologic conditions. Several mathematical models have been suggested to clarify this remodeling process, from the earliest purely phenomenological to the latest biomechanical and mechanobiological models. In this current article, a general mathematical model is proposed to fill the gaps identified in former bone remodeling models. The proposed model is the result of combining existing bone remodeling models to present an updated model, which also incorporates several important parameters affecting bone remodeling under various physiologic and pathologic conditions. Furthermore, the proposed model can be extended to include additional parameters in the future. These parameters are divided into four groups according to their origin, whether endogenous or exogenous, and the cell population they affect, whether osteoclasts or osteoblasts. The model also enables easy coupling of biological models to pharmacological and/or mechanical models in the future.
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页数:18
相关论文
共 76 条
[1]   TGF-β-induced repression of CBFA1 by Smad3 decreases cbfa1 and osteocalcin expression and inhibits osteoblast differentiation [J].
Alliston, T ;
Choy, L ;
Ducy, P ;
Karsenty, G ;
Derynck, R .
EMBO JOURNAL, 2001, 20 (09) :2254-2272
[2]   Denosumab vs bisphosphonates for the treatment of postmenopausal osteoporosis [J].
Anastasilakis, Athanasios D. ;
Polyzos, Stergios A. ;
Makras, Polyzois .
EUROPEAN JOURNAL OF ENDOCRINOLOGY, 2018, 179 (01) :R31-R45
[3]   Computational techniques for the assessment of fracture repair [J].
Anderson, Donald D. ;
Thomas, Thaddeus P. ;
Marin, Ana Campos ;
Elkins, Jacob M. ;
Lack, William D. ;
Lacroix, Damien .
INJURY-INTERNATIONAL JOURNAL OF THE CARE OF THE INJURED, 2014, 45 :S23-S31
[4]  
[Anonymous], 1998, Skeletal Tissue Mechanics
[5]   A mechano-chemo-biological model for bone remodeling with a new mechano-chemo-transduction approach [J].
Ashrafi, Mehran ;
Gubaua, Jose Eduardo ;
Pereira, Jucelio Tomas ;
Gahlichi, Farzan ;
Doblare, Manuel .
BIOMECHANICS AND MODELING IN MECHANOBIOLOGY, 2020, 19 (06) :2499-2523
[6]   Predicting Bone Remodeling in Response to Total Hip Arthroplasty: Computational Study Using Mechanobiochemical Model [J].
Avval, Pouria Tavakkoli ;
Klika, Vaclav ;
Bougherara, Habiba .
JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME, 2014, 136 (05)
[7]   A mathematical model of bone remodeling dynamics for normal bone cell populations and myeloma bone disease [J].
Ayati, Bruce P. ;
Edwards, Claire M. ;
Webb, Glenn F. ;
Wikswo, John P. .
BIOLOGY DIRECT, 2010, 5
[8]   Image-based anatomical reconstruction and pharmaco-mediated bone remodeling model applied to a femur with subtrochanteric fracture: A subject-specific finite element study [J].
Bahia, Miguel T. ;
Hecke, Mildred B. ;
Mercuri, Emilio G. F. .
MEDICAL ENGINEERING & PHYSICS, 2019, 69 :58-71
[9]   NUMERICAL SIMULATION OF APPARENT DENSITY EVOLUTION OF TRABECULAR BONE UNDER FATIGUE LOADING: EFFECT OF BONE INITIAL PROPERTIES [J].
Barkaoui, Abdelwahed ;
Ben Kahla, Rabeb ;
Merzouki, Tarek ;
Hambli, Ridha .
JOURNAL OF MECHANICS IN MEDICINE AND BIOLOGY, 2019, 19 (05)
[10]   Age and gender effects on bone mass density variation: finite elements simulation [J].
Barkaoui, Abdelwahed ;
Ben Kahla, Rabeb ;
Merzouki, Tarek ;
Hambli, Ridha .
BIOMECHANICS AND MODELING IN MECHANOBIOLOGY, 2017, 16 (02) :521-535