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甲状旁腺激素间歇和连续给药对骨重建双重作用的计算研究。

A computational study of the dual effect of intermittent and continuous administration of parathyroid hormone on bone remodeling.

机构信息

F. Joseph Halcomb III, M.D. Department of Biomedical Engineering, University of Kentucky, Lexington, KY 40506-0108, USA.

F. Joseph Halcomb III, M.D. Department of Biomedical Engineering, University of Kentucky, Lexington, KY 40506-0108, USA.

出版信息

Acta Biomater. 2019 Jul 15;93:200-209. doi: 10.1016/j.actbio.2019.04.007. Epub 2019 Apr 4.

Abstract

Bone remodeling is a process known to be governed by constant interactions between osteoblast and osteoclast through complex pathway networks mediated by signaling factors. Experimental studies show that intermittent and continuous administration of PTH/PTHrP led to opposite outcomes in terms of bone mass. To investigate this dual effect of PTH/PTHrP, we develop a computational model based on a simplified signaling pathway network which includes relevant molecular effectors and cells. Multiple ordinary differential equations linking all considered components in the signaling pathway network through reaction kinetics are solved with dose values and patterns of injection from experiments as input. Modeling results show good agreement with experimental observations in that continuous injection of PTH/PTHrP generates catabolic effect on bone mass while intermittent injection yields anabolic effect. The signaling factors governing the interaction between osteoblast and osteoclast indeed play a key role in the dual effect of PTH/PTHrP. Furthermore, there appears to be an optimal interval for intermittent injection of PTH/PTHrP for yielding the most bone regeneration, and a synergistic outcome could be achieved by combining intermittent injection of PTH/PTHrP with application of a treatment (to mimic the filling of bone defects with polymeric scaffolds). This modeling work sheds valuable insights into the influence of temporal control of PTH/PTHrP on bone mass and presents a possible path toward bridging bioengineering approaches with clinical treatment strategies. STATEMENT OF SIGNIFICANCE: A computational model considering simplified signaling pathways containing crucial components of PTH, PTHrP, osteoblast precursor, osteoblast, osteoclast precursor, osteoclast, RANKL and IL-6 family cytokoines has been developed to study the dual effect of PTH/PTHrP on bone metabolism. The model takes the dose values and patterns of injection from experiments as input and yields predictions that convincingly match experimental measurements. This work highlights the importance of providing an optimal hormone treatment strategy for maintaining healthy bone metabolism. Moreover, the integrative approach of relying on experimental observations to find reasonable values for relevant modeling parameters has been proven to be powerful in advancing our understanding of biological interactions among cells and signaling factors.

摘要

骨重塑是一个已知的过程,通过信号因子介导的复杂途径网络,成骨细胞和破骨细胞之间的不断相互作用来控制。实验研究表明,PTH/PTHrP 的间歇性和连续性给药在骨量方面导致了相反的结果。为了研究 PTH/PTHrP 的这种双重作用,我们基于一个简化的信号途径网络,该网络包括相关的分子效应器和细胞,开发了一个计算模型。通过将实验中的剂量值和注射模式作为输入,通过反应动力学将所有考虑到的信号途径网络中的成分联系起来的多个常微分方程得到了解决。建模结果与实验观察结果非常吻合,即 PTH/PTHrP 的连续注射对骨量产生分解代谢作用,而间歇性注射则产生合成代谢作用。调节成骨细胞和破骨细胞之间相互作用的信号因子确实在 PTH/PTHrP 的双重作用中发挥了关键作用。此外,似乎存在一个最佳的间歇注射 PTH/PTHrP 的间隔时间,以获得最大的骨再生,并且通过将 PTH/PTHrP 的间歇注射与治疗(模拟聚合物支架填充骨缺损)相结合,可以实现协同作用。这项建模工作深入了解了 PTH/PTHrP 对骨量的时间控制的影响,并为将生物工程方法与临床治疗策略联系起来提供了一条可能的途径。意义声明:考虑到包含 PTH、PTHrP、成骨细胞前体、成骨细胞、破骨细胞前体、破骨细胞、RANKL 和 IL-6 家族细胞因子等关键成分的简化信号通路的计算模型已经开发出来,用于研究 PTH/PTHrP 对骨代谢的双重作用。该模型以实验中的剂量值和注射模式为输入,并产生了令人信服的预测结果,与实验测量结果非常吻合。这项工作强调了为维持健康的骨代谢提供最佳激素治疗策略的重要性。此外,依赖于实验观察结果来为相关建模参数找到合理值的综合方法已被证明在推进我们对细胞和信号因子之间的生物学相互作用的理解方面非常有效。

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