Uslu Bensu Rüya, Ozdil Berrin, Tarhan Enver, Özçelik Serdar, Aktuğ Hüseyin, Güler Günnur
Department of Physics, Faculty of Science, İzmir Institute of Technology, 35433, İzmir, Türkiye.
Department of Histology and Embryology, Faculty of Medicine, Süleyman Demirel University, 32200, Isparta, Türkiye.
Sci Rep. 2025 Aug 5;15(1):28494. doi: 10.1038/s41598-025-14018-8.
Cancer stem cells (CSCs) play a central role in melanoma growth, resistance to treatment, and relapse, however, their dynamic regulatory behavior remains poorly understood. Vibrational spectroscopy offers a unique, label-free approach to investigate cellular heterogeneity at the molecular level. Here, we explored the biochemical and regulatory dynamics of CSCs identified by using a time-course design, integrating infrared and Raman spectroscopies with cell cycle analysis and immunocytochemistry targeting the checkpoint proteins p16 and p21. CSCs, non-cancer stem cells (NCSCs), and bulk CHL-1 melanoma cells were monitored at 11, 24, 48, and 72 h. CSCs showed a steady S-phase with an early rise in p16 followed by a subsequent increase in p21 expression, indicating a dynamic state of cell cycle checkpoints. In contrast, NCSCs and CHL-1 cells showed more transient p16/p21 expression and CHL-1 exhibited a marked p16 increase at 24 h. Spectroscopic analysis revealed that CSCs exhibited distinct vibrational profiles, predominantly in the nucleic acid-, protein- and lipid-associated regions. These differences were further supported by principal component and hierarchical clustering analyses, which consistently distinguished CSCs from NCSCs. Our findings underline the potential of vibrational spectroscopy to sensitively detect CSC-specific regulatory patterns and support its use in detecting new therapeutic targets in melanoma.
癌症干细胞(CSCs)在黑色素瘤的生长、抗治疗性和复发中起着核心作用,然而,它们的动态调控行为仍知之甚少。振动光谱提供了一种独特的、无需标记的方法来在分子水平上研究细胞异质性。在此,我们采用时间进程设计,将红外光谱和拉曼光谱与细胞周期分析以及针对检查点蛋白p16和p21的免疫细胞化学相结合,探索了所鉴定的癌症干细胞的生化和调控动态。在11、24、48和72小时对癌症干细胞、非癌症干细胞(NCSCs)和大量CHL-1黑色素瘤细胞进行了监测。癌症干细胞呈现稳定的S期,p-16早期上升,随后p21表达增加,表明细胞周期检查点处于动态状态。相比之下,非癌症干细胞和CHL-1细胞的p16/p21表达更短暂,CHL-1在24小时时p16显著增加。光谱分析表明,癌症干细胞呈现出独特的振动谱,主要集中在与核酸、蛋白质和脂质相关的区域。主成分分析和层次聚类分析进一步支持了这些差异,这些分析一致地将癌症干细胞与非癌症干细胞区分开来。我们的研究结果强调了振动光谱在灵敏检测癌症干细胞特异性调控模式方面的潜力,并支持其用于检测黑色素瘤新的治疗靶点。