肠上皮干细胞增殖和分化的区室群体动力学模型的应用。

Erik R Barthel
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引用次数: 4

摘要

背景:小肠上皮是一个具有特化细胞类型的动态系统。这种组织的各种细胞群不断地从驻留在小肠隐窝的干细胞中得到更新和补充。细胞类型及其在隐窝和绒毛中的位置是众所周知的,但干细胞分裂的动力学细节,前体细胞增殖和分化为成熟的肠细胞和分泌细胞仍在研究中。这些增殖和分化事件在过去已经用各种计算方法进行了广泛的建模。方法:在先前报道的肠细胞动力学方案中,采用了一个区室群体动力学模型,结合实验测量的各种肠上皮细胞类型的增殖率。进行敏感性分析以确定改变模型参数对模型输出,稳态细胞群的影响。结果:如果采用干细胞和转运扩增细胞增殖率的文献值,该模型无法再现实验已知的肠上皮更新时间尺度。当允许这些参数变化以复制这个时间尺度和最终分化的肠上皮细胞的稳态群体时,会产生非物理上的大增殖率。敏感性分析表明,当使用文献值时,对稳态群体贡献最大的是转运扩增细胞的增殖率,但当所有参数允许变化时,转运扩增细胞向分泌祖细胞的分化率占主导地位。结论:肠上皮细胞增殖和分化的区室群体动力学模型可以为理解复杂的多步骤过程提供一种简化的方法。然而,当模型中使用基于隐窝的柱状和转运扩增细胞群的增殖率的文献值时,它无法再现实验中已知的肠上皮更新的时间尺度。尽管如此,它仍然是一个有价值的概念工具,其敏感性分析为该过程中的哪些事件在控制特化肠上皮细胞的稳态群体中最重要提供了重要线索。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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On the utility of a compartmental population kinetics model of intestinal epithelial stem cell proliferation and differentiation.

Background: The small intestinal epithelium is a dynamic system with specialized cell types. The various cell populations of this tissue are continually renewed and replenished from stem cells that reside in the small intestinal crypt. The cell types and their locations in the crypt and villus are well known, but the details of the kinetics of stem cell division, and precursor cell proliferation and differentiation into mature enterocytes and secretory cells are still being studied. These proliferation and differentiation events have been extensively modeled with a variety of computational approaches in the past.

Methods: A compartmental population kinetics model, incorporating experimentally measured proliferation rates for various intestinal epithelial cell types, is implemented for a previously reported scheme for the intestinal cell dynamics. A sensitivity analysis is performed to determine the effect that varying the model parameters has upon the model outputs, the steady-state cell populations.

Results: The model is unable to reproduce the experimentally known timescale of renewal of the intestinal epithelium if literature values for the proliferation rates of stem cells and transit amplifying cells are employed. Unphysically large rates of proliferation result when these parameters are allowed to vary to reproduce this timescale and the steady-state populations of terminally differentiated intestinal epithelial cells. Sensitivity analysis reveals that the strongest contributor to the steady-state populations is the transit amplifying cell proliferation rate when literature values are used, but that the differentiation rate of transit amplifying cells to secretory progenitor cells dominates when all parameters are allowed to vary.

Conclusions: A compartmental population kinetics model of proliferation and differentiation of cells of the intestinal epithelium can provide a simplifying means of understanding a complicated multistep process. However, when literature values for proliferation rates of the crypt based columnar and transit amplifying cell populations are employed in the model, it cannot reproduce the experimentally known timescale of intestinal epithelial renewal. Nevertheless, it remains a valuable conceptual tool, and its sensitivity analysis provides important clues for which events in the process are the most important in controlling the steady-state populations of specialized intestinal epithelial cells.

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Theoretical Biology and Medical Modelling
Theoretical Biology and Medical Modelling MATHEMATICAL & COMPUTATIONAL BIOLOGY-
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期刊介绍: Theoretical Biology and Medical Modelling is an open access peer-reviewed journal adopting a broad definition of "biology" and focusing on theoretical ideas and models associated with developments in biology and medicine. Mathematicians, biologists and clinicians of various specialisms, philosophers and historians of science are all contributing to the emergence of novel concepts in an age of systems biology, bioinformatics and computer modelling. This is the field in which Theoretical Biology and Medical Modelling operates. We welcome submissions that are technically sound and offering either improved understanding in biology and medicine or progress in theory or method.
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