Patwardhan Laboratory, Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Tata Memorial Centre, Kharghar, Navi Mumbai 410210, India.
Patwardhan Laboratory, Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Tata Memorial Centre, Kharghar, Navi Mumbai 410210, India; Homi Bhabha National Institute, Training School Complex, Anushaktinagar, Mumbai 400094, India.
Spectrochim Acta A Mol Biomol Spectrosc. 2024 Apr 15;311:123994. doi: 10.1016/j.saa.2024.123994. Epub 2024 Feb 6.
Cancer progression often accompanies the stiffening of extracellular matrix (ECM) in and around the tumor, owing to extra deposition and cross-linking of collagen. Stiff ECM has been linked with poor prognosis and is known to fuel invasion and metastasis, notably in breast cancer. However, the underlying biochemical or metabolic changes and the cognate molecular signatures remain elusive. Here, we explored Raman spectroscopy to unveil the spectral fingerprints of breast cancer cells in response to extracellular mechanical cues. Using stiffness-tuneable hydrogels, we showed that cells grown on stiff ECM displayed morphological changes with high proliferation. We further demonstrated that Raman Spectroscopy, a label-free and non-invasive technique, could provide comprehensive information about the biochemical environment of breast cancer cells in response to varying ECM stiffness. Raman spectroscopic analysis classified the cells into distinct clusters based on principal component-based linear discriminant analysis (PC-LDA). Multivariate curve resolution-alternating least squares (MCR-ALS) analysis indicated that cells cultured on stiff ECM exhibited elevated nucleic acid content and lesser lipids. Interestingly, increased intensity of Raman bands corresponding to cytochrome-c was also observed in stiff ECM conditions, suggesting mitochondrial modulation. The key findings harboured by spectral profiles were also corroborated by transmission electron microscopy, confirming altered metabolic status as reflected by increased mitochondria number and decreased lipid droplets in response to ECM stiffening. Collectively, these findings not only give the spectral signatures for mechanoresponse but also provide the landscape of biochemical changes in response to ECM stiffening.
癌症的进展通常伴随着肿瘤内外细胞外基质(ECM)的变硬,这是由于胶原蛋白的额外沉积和交联。坚硬的 ECM 与预后不良有关,并且已知会促进侵袭和转移,尤其是在乳腺癌中。然而,潜在的生化或代谢变化以及相应的分子特征仍然难以捉摸。在这里,我们探索了拉曼光谱来揭示乳腺癌细胞对细胞外机械刺激的反应的光谱特征。使用可调硬度的水凝胶,我们表明在坚硬的 ECM 上生长的细胞表现出形态变化,增殖能力较高。我们进一步证明,拉曼光谱是一种无标记和非侵入性的技术,可以提供关于乳腺癌细胞在不同 ECM 硬度下对生化环境的综合信息。拉曼光谱分析基于主成分线性判别分析(PC-LDA)将细胞分为不同的簇。多变量曲线分辨交替最小二乘法(MCR-ALS)分析表明,在硬 ECM 条件下培养的细胞表现出核酸含量升高和脂质含量降低。有趣的是,在硬 ECM 条件下还观察到与细胞色素 c 相对应的 Raman 带的强度增加,表明线粒体的调节。光谱特征中包含的关键发现也通过透射电子显微镜得到了证实,证实了代谢状态的改变,表现为响应 ECM 变硬时线粒体数量的增加和脂质滴的减少。总之,这些发现不仅为机械响应提供了光谱特征,还提供了 ECM 变硬时生化变化的全景图。