Université catholique de Louvain, Institute of Condensed Matter & Nanosciences (Bio & Soft Matter), Croix du Sud 1, Box L7.04.02, 1348, Louvain-la-Neuve, Belgium.
CNRS, LMGP, 3 parvis Louis Néel, 38016, Grenoble, France.
Stem Cell Res Ther. 2019 Aug 14;10(1):256. doi: 10.1186/s13287-019-1333-7.
Human adipose-derived stromal cells (hASCs) have been gaining increasing popularity in regenerative medicine thanks to their multipotency, ease of collection, and efficient culture. Similarly to other stromal cells, their function is particularly sensitive to the culture conditions, including the composition of the culture medium. Given the large number of parameters that can play a role in their specification, the rapid assessment would be beneficial to allow the optimization of their culture parameters.
Herein we used the design of experiments (DOE) method to rapidly screen the influence and relevance of several culture parameters on the osteogenic differentiation of hASCs. Specifically, seven cell culture parameters were selected for this study based on a literature review. These parameters included the source of hASCs (the different providers having different methods for processing the cells prior to their external use), the source of serum (fetal bovine serum vs. human platelet lysate), and several soluble osteoinductive factors, including dexamethasone and a potent growth factor, the bone morphogenetic protein-9 (BMP-9). The expression of alkaline phosphatase was quantified as a readout for the osteogenic differentiation of hASCs.
The DOE analysis enabled to classify the seven studied parameters according to their relative influence on the osteogenic differentiation of hASCs. Notably, the source of serum was found to have a major effect on the osteogenic differentiation of hASCs as well as their origin (different providers) and the presence of L-ascorbate-2-phosphate and BMP-9.
The DOE-based screening is a valuable approach for the classification of the impact of several cell culture parameters on the osteogenic differentiation of hASCs.
由于人类脂肪来源的基质细胞(hASCs)具有多能性、易于采集和高效培养等特点,在再生医学领域越来越受欢迎。与其他基质细胞一样,它们的功能对培养条件特别敏感,包括培养基的组成。鉴于有许多参数可能对其特性起作用,快速评估将有利于优化其培养参数。
本文采用实验设计(DOE)方法快速筛选几个培养参数对 hASCs 成骨分化的影响和相关性。具体来说,根据文献综述,选择了七种细胞培养参数进行本研究。这些参数包括 hASCs 的来源(不同的提供者在将细胞用于外部之前有不同的处理方法)、血清的来源(胎牛血清与人类血小板裂解物)以及几种可溶性成骨诱导因子,包括地塞米松和一种有效的生长因子骨形态发生蛋白-9(BMP-9)。碱性磷酸酶的表达被量化为 hASCs 成骨分化的读数。
DOE 分析能够根据七个研究参数对 hASCs 成骨分化的相对影响对其进行分类。值得注意的是,血清的来源被发现对 hASCs 的成骨分化以及它们的来源(不同的提供者)和 L-抗坏血酸-2-磷酸和 BMP-9 的存在有很大的影响。
基于 DOE 的筛选是一种对几种细胞培养参数对 hASCs 成骨分化的影响进行分类的有价值的方法。