Laboratory of Cell Biology, Institute of Biological Sciences and Health, Federal University of Alagoas, 57072-900 Maceió-AL, Brazil; Optics and Nanoscopy Group, Institute of Physics, Federal University of Alagoas, 57072-970 Maceió-AL, Brazil.
Optics and Nanoscopy Group, Institute of Physics, Federal University of Alagoas, 57072-970 Maceió-AL, Brazil.
Spectrochim Acta A Mol Biomol Spectrosc. 2022 Jan 15;265:120328. doi: 10.1016/j.saa.2021.120328. Epub 2021 Aug 27.
Macrophages are key cells in the immune inflammatory response that can be differentiated into M1 and M2 phenotypes. Polarization has a critical therapeutic value, especially in diseases in which an M1/M2 imbalance plays a pathophysiological role. Raman spectroscopy has proven to be a promising bioanalytical technique for discriminating different cell types. However, to our knowledge, its application to identify the functional polarization of macrophages into M1 or M2 cells is yet to be investigated. In this work, Raman spectroscopy was applied to the analysis of macrophage polarization, and the spectral datasets were analyzed using principal component analysis (PCA). In vitro, resting J774.1 macrophages were treated with LPS/IFN-γ to induce the M1 phenotype or with IL-4 to induce the M2 phenotype. The resulting Raman spectra showed sufficient biochemical information to distinguish between M1 and M2 phenotypes when analyzed by PCA, reflecting the changes in cell markers caused by differentiation. The Raman spectra collected from LPS-stimulated M1 and M2 macrophages were more intense. The functional phenotype of M1 macrophages was confirmed by IL-6 secretion and TNF-α mRNA expression, while M2 macrophages produced IL-10 and Arg-1 mRNA, as well as by the morphological changes observed by scanning electron microscopy. Taken together, the results indicate that Raman spectroscopy combined with PCA analysis is a useful tool to identify the functional phenotypes of macrophages, providing an alternative way to distinguish between cells in distinct differentiation stages.
巨噬细胞是免疫炎症反应中的关键细胞,可分化为 M1 和 M2 表型。极化具有重要的治疗价值,尤其是在 M1/M2 失衡发挥病理生理作用的疾病中。拉曼光谱已被证明是一种很有前途的生物分析技术,可用于区分不同的细胞类型。然而,据我们所知,其应用于识别巨噬细胞向 M1 或 M2 细胞的功能极化尚未得到研究。在这项工作中,拉曼光谱被应用于巨噬细胞极化的分析,并用主成分分析(PCA)对光谱数据集进行分析。在体外,静止的 J774.1 巨噬细胞用 LPS/IFN-γ 处理以诱导 M1 表型,或用 IL-4 处理以诱导 M2 表型。当通过 PCA 进行分析时,所得拉曼光谱显示出足够的生化信息来区分 M1 和 M2 表型,反映了分化引起的细胞标志物的变化。收集的 LPS 刺激的 M1 和 M2 巨噬细胞的拉曼光谱更强烈。通过 IL-6 分泌和 TNF-α mRNA 表达证实了 M1 巨噬细胞的功能表型,而 M2 巨噬细胞产生了 IL-10 和 Arg-1 mRNA,并且通过扫描电子显微镜观察到的形态变化也证实了这一点。总之,结果表明,拉曼光谱结合 PCA 分析是一种识别巨噬细胞功能表型的有用工具,为区分不同分化阶段的细胞提供了一种替代方法。