PubMed İndeksli Yayınlar Koleksiyonu / PubMed Indexed Publications Collection
Permanent URI for this collectionhttps://hdl.handle.net/11147/7645
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Article Integrated Spectroscopic and Morphological Analyses Reveal Cellular Shifts in Gene-Silenced Melanoma CSCs(Nature Portfolio, 2025) Ozdil, Berrin; Guler, Gunnur; Ataman, Evren; Aktug, HuseyinIntratumoral heterogeneity remains a major barrier to durable cancer therapies, largely driven by the persistence of cancer stem cells (CSCs). In this study, we employed an integrated, multi-scale approach to investigate how melanoma CSCs respond to siRNA-mediated silencing of three key regulatory genes: KLF4, SHH, and HIF1 alpha. Using a combination of morphological, molecular, spectroscopic, and elemental analyses, we explored structural and biochemical consequences of gene knockdown. Gene silencing resulted in significant changes in cell shape and size, reduced F-actin organization, and decreased PFN1 expression, indicating a loss of stem-like properties. ATR-FTIR spectroscopy revealed shifts in biomolecular composition, notably a reduction in amide III intensity and an increase in lipid ester content. SEM-EDS point-based elemental analysis revealed SEM-EDS point-based elemental analysis revealed relative differences in carbon and nitrogen levels between selected central and peripheral regions of silenced and control cells, at the micron-scale working depth, reflecting broader elemental distribution trends rather than precise subcellular compartmentalization. XPS analysis further confirmed these differences, providing additional insights into the elemental composition of the cellular surface. The integration of FTIR spectroscopy into this study highlights the potential of infrared spectroscopy as a powerful tool in cancer research. These findings demonstrate that targeting critical regulatory pathways induces cytoskeletal and biochemical remodelling in melanoma CSCs, offering a multi-dimensional perspective on cellular plasticity.Article Citation - WoS: 2Citation - Scopus: 2Vibrational Spectroscopy Unveils Distinct Cell Cycle Features of Cancer Stem Cells in Melanoma(Nature Portfolio, 2025) Uslu, Bensu Ruya; Ozdil, Berrin; Tarhan, Enver; Ozcelik, Serdar; Aktug, Huseyin; Guler, GunnurCancer 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.