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基于主体的建模有助于理解成纤维细胞支持角质形成细胞集落形成的规则。

Agent based modelling helps in understanding the rules by which fibroblasts support keratinocyte colony formation.

作者信息

Sun Tao, McMinn Phil, Holcombe Mike, Smallwood Rod, MacNeil Sheila

机构信息

Department of Engineering Materials, University of Sheffield, Sheffield, United Kingdom.

出版信息

PLoS One. 2008 May 7;3(5):e2129. doi: 10.1371/journal.pone.0002129.

Abstract

BACKGROUND

Autologous keratincoytes are routinely expanded using irradiated mouse fibroblasts and bovine serum for clinical use. With growing concerns about the safety of these xenobiotic materials, it is desirable to culture keratinocytes in media without animal derived products. An improved understanding of epithelial/mesenchymal interactions could assist in this.

METHODOLOGY/PRINCIPAL FINDINGS: A keratincyte/fibroblast o-culture model was developed by extending an agent-based keratinocyte colony formation model to include the response of keratinocytes to both fibroblasts and serum. The model was validated by comparison of the in virtuo and in vitro multicellular behaviour of keratinocytes and fibroblasts in single and co-culture in Greens medium. To test the robustness of the model, several properties of the fibroblasts were changed to investigate their influence on the multicellular morphogenesis of keratinocyes and fibroblasts. The model was then used to generate hypotheses to explore the interactions of both proliferative and growth arrested fibroblasts with keratinocytes. The key predictions arising from the model which were confirmed by in vitro experiments were that 1) the ratio of fibroblasts to keratinocytes would critically influence keratinocyte colony expansion, 2) this ratio needed to be optimum at the beginning of the co-culture, 3) proliferative fibroblasts would be more effective than irradiated cells in expanding keratinocytes and 4) in the presence of an adequate number of fibroblasts, keratinocyte expansion would be independent of serum.

CONCLUSIONS

A closely associated computational and biological approach is a powerful tool for understanding complex biological systems such as the interactions between keratinocytes and fibroblasts. The key outcome of this study is the finding that the early addition of a critical ratio of proliferative fibroblasts can give rapid keratinocyte expansion without the use of irradiated mouse fibroblasts and bovine serum.

摘要

背景

自体角质形成细胞在临床应用中通常使用经辐照的小鼠成纤维细胞和牛血清进行扩增培养。随着人们对这些异源生物材料安全性的日益关注,在无动物源性产品的培养基中培养角质形成细胞成为了一种需求。深入了解上皮细胞与间充质细胞之间的相互作用有助于实现这一目标。

方法/主要发现:通过扩展基于主体的角质形成细胞集落形成模型,使其包含角质形成细胞对成纤维细胞和血清的反应,构建了角质形成细胞/成纤维细胞共培养模型。通过比较在格林氏培养基中角质形成细胞和成纤维细胞在单培养和共培养时的虚拟和体外多细胞行为,对该模型进行了验证。为测试模型的稳健性,改变了成纤维细胞的几个特性,以研究它们对角质形成细胞和成纤维细胞多细胞形态发生的影响。然后利用该模型生成假设,以探索增殖型和成纤维细胞生长停滞型成纤维细胞与角质形成细胞之间的相互作用。该模型产生的关键预测经体外实验证实如下:1)成纤维细胞与角质形成细胞的比例将严重影响角质形成细胞集落的扩增;2)在共培养开始时,该比例需达到最佳;3)增殖型成纤维细胞在扩增角质形成细胞方面比经辐照的细胞更有效;4)在存在足够数量成纤维细胞的情况下,角质形成细胞的扩增将独立于血清。

结论

紧密结合的计算和生物学方法是理解复杂生物系统(如角质形成细胞与成纤维细胞之间的相互作用)的有力工具。本研究的关键成果是发现早期添加关键比例的增殖型成纤维细胞可在不使用经辐照的小鼠成纤维细胞和牛血清的情况下实现角质形成细胞的快速扩增。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5e75/2329887/f2ed8047d245/pone.0002129.g001.jpg

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