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利用振动光谱技术对去分化血管平滑肌细胞、间充质干细胞及其血管和成骨祖细胞进行无标记鉴别分析。

Label-free discrimination analysis of de-differentiated vascular smooth muscle cells, mesenchymal stem cells and their vascular and osteogenic progeny using vibrational spectroscopy.

机构信息

Dublin City University, Vascular Biology & Therapeutics, School of Biotechnology, Dublin, Ireland.

Dublin Institute of Technology, FOCAS Research Institute, Dublin, Ireland.

出版信息

Biochim Biophys Acta Mol Cell Res. 2018 Feb;1865(2):343-353. doi: 10.1016/j.bbamcr.2017.11.006. Epub 2017 Nov 13.

DOI:10.1016/j.bbamcr.2017.11.006
PMID:29146399
Abstract

The accumulation of vascular smooth muscle (SMC)-like cells and stem cell-derived myogenic and osteogenic progeny contributes significantly to arteriosclerotic disease. This study established whether label-free vibrational spectroscopy can discriminate de-differentiated 'synthetic' SMCs from undifferentiated stem cells and their myogenic and osteogenic progeny in vitro, compared with conventional immunocytochemical and genetic analyses. TGF-β1- and Jagged1-induced myogenic differentiation of CD44 mesenchymal stem cells was confirmed in vitro by immunocytochemical analysis of specific SMC differentiation marker expression (α-actin, calponin and myosin heavy chain 11), an epigenetic histone mark (H3K4me2) at the myosin heavy chain 11 locus, promoter transactivation and mRNA transcript levels. Osteogenic differentiation was confirmed by alizarin red staining of calcium deposition. Fourier Transform Infrared (FTIR) maps facilitated initial screening and discrimination while Raman spectroscopy of individual cell nuclei revealed specific spectral signatures of each cell type in vitro, using Principal Components Analysis (PCA). PCA fed Linear Discriminant Analysis (LDA) enabled quantification of this discrimination and the sensitivity and specificity value was determined for all cell populations based on a leave-one-out cross validation method and revealed that de-differentiated SMCs and stem-cell derived myogenic progeny in culture shared the greatest similarity. FTIR and Raman spectroscopy discriminated undifferentiated stem cells from both their myogenic and osteogenic progeny. The ability to detect stem cell-derived myogenic progeny using label-free platforms in situ may facilitate interrogation of these important phenotypes during vascular disease progression.

摘要

血管平滑肌细胞(SMC)样细胞和干细胞衍生的肌源性和骨源性祖细胞的积累对动脉粥样硬化疾病有重要贡献。本研究建立了无标记振动光谱是否可以区分体外去分化的“合成”SMC 与未分化的干细胞及其肌源性和骨源性祖细胞,与传统的免疫细胞化学和遗传分析相比。通过免疫细胞化学分析特定的 SMC 分化标志物表达(α-肌动蛋白、钙调蛋白和肌球蛋白重链 11)、肌球蛋白重链 11 基因座上的表观遗传组蛋白标记(H3K4me2)、启动子转录激活和 mRNA 转录水平,证实了 TGF-β1 和 Jagged1 诱导的 CD44 间充质干细胞的肌源性分化。茜素红染色检测钙沉积证实了成骨分化。傅里叶变换红外(FTIR)图谱有助于初步筛选和区分,而单个细胞核的拉曼光谱分析则使用主成分分析(PCA)揭示了体外每种细胞类型的特定光谱特征。PCA 喂养线性判别分析(LDA)能够量化这种区分,并根据留一交叉验证方法确定所有细胞群体的灵敏度和特异性值,结果表明,培养中的去分化 SMC 和干细胞衍生的肌源性祖细胞具有最大的相似性。FTIR 和拉曼光谱可区分未分化的干细胞与其肌源性和骨源性祖细胞。使用无标记平台原位检测干细胞衍生的肌源性祖细胞的能力可能有助于在血管疾病进展过程中研究这些重要表型。

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