FTIR microspectroscopy and multivariate analysis facilitate identification of dynamic changes in epithelial-to-mesenchymal transition induced by TGF-β in prostate cancer cells

被引:0
|
作者
Karmakar, Deepmala [1 ]
Lahiri, Pooja [2 ]
Bedi, Minakshi [1 ]
Ghosh, Aritri [3 ]
Ghosh, Alok [1 ]
Barui, Ananya [3 ]
Varshney, Shailendra Kumar [4 ]
Lahiri, Basudev [4 ]
Sengupta, Sanghamitra [1 ]
机构
[1] Univ Calcutta, Dept Biochem, Kolkata, W Bengal, India
[2] IIT Kharagpur, Adv Technol Dev Ctr, Kharagpur, India
[3] Indian Inst Engn Sci & Technol, Ctr Healthcare Sci & Technol, Shibpur Bot Garden Rd, Howrah, W Bengal, India
[4] Indian Inst Technol Kharagpur, Dept Elect & Elect Commun Engn, Kharagpur, India
关键词
epithelial-to mesenchymal transition; FTIR spectroscopy; prostate cancer; spectral fingerprints; INFRARED-SPECTROSCOPY; EMT; METABOLISM; EXPRESSION; MEMBRANES; AXIS;
D O I
10.1002/jcb.30408
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
The standard diagnosis of prostate cancer is accomplished by the identification of cytomorphological deviations in biopsied tissues while immunohistochemistry is used to resolve the equivocal cases. Accumulating evidence favors the concept that epithelial-to-mesenchymal transition (EMT) is a stochastic process composed of multiple intermediate states instead of a single binary switch. Despite its significant role in promoting cancer aggressiveness, the current tissue-based risk stratification tools do not include any of the EMT phenotypes as a metric. As a proof-of-concept, the present study analyzes the temporal progression of EMT in transforming growth factor-beta (TGF-beta) treated PC3 cells encompassing multifarious characteristics such as morphology, migration and invasion, gene expression, biochemical fingerprint, and metabolic activity. Our multimodal approach reinstates EMT plasticity in TGF-beta treated PC3 cells. Further, it highlights that mesenchymal transition is accompanied by discernible changes in cellular morphometry and molecular signatures particularly in the range of 1800-1600 cm(-1) and 3100-2800 cm(-1) of Fourier-transformed infrared (FTIR) spectra signifying Amide III and lipid, respectively. Investigation of attenuated total reflectance (ATR)-FTIR spectra of extracted lipids from PC3 cell populations undergoing EMT identifies changes in stretching vibration at FTIR peaks at 2852, 2870, 2920, 2931, 2954, and 3010 cm(-1) characteristics of fatty acids and cholesterol. Chemometric analysis of these spectra indicates that the level of unsaturation and acyl chain length of fatty acid coregister with differential epithelial/mesenchymal states of TGF-beta treated PC3 cells. Observed changes in lipids also correlate with cellular nicotinamide adenine dinucleotide hydrogen (NADH) and flavin adenine dinucleotide dihydrogen (FADH2) levels and mitochondrial oxygen consumption rate. In summary, our study establishes that morphological and phenotypic traits of epithelial/mesenchymal variants of PC3 cells concur with their respective biochemical and metabolic properties. It also underscores that spectroscopic histopathology has a definitive potential to refine the diagnosis of prostate cancer reckoning its molecular and biochemical heterogeneities.
引用
收藏
页码:849 / 860
页数:12
相关论文
共 50 条
  • [41] Inhibition of Cathepsin S Restores TGF-β-induced Epithelial-to-mesenchymal Transition and Tight Junction Turnover in Glioblastoma Cells
    Wei, Li
    Shao, Naiyuan
    Peng, Ya
    Zhou, Peng
    JOURNAL OF CANCER, 2021, 12 (06): : 1592 - 1603
  • [42] Prostaglandin D2 inhibits TGF-β1-induced epithelial-to-mesenchymal transition in MDCK cells
    Zhang, Aihua
    Dong, Zheng
    Yang, Tianxin
    AMERICAN JOURNAL OF PHYSIOLOGY-RENAL PHYSIOLOGY, 2006, 291 (06) : F1332 - F1342
  • [43] Resveratrol inhibits TGF-β1-induced epithelial-to-mesenchymal transition and suppresses lung cancer invasion and metastasis
    Wang, Heyong
    Zhang, Huijun
    Tang, Liang
    Chen, Haixia
    Wu, Chunlian
    Zhao, Mingchuan
    Yang, Yaoqin
    Chen, Xiaofeng
    Liu, Gentao
    TOXICOLOGY, 2013, 303 (01) : 139 - 146
  • [44] Baicalein inhibits TGF-β1-induced epithelial-to-mesenchymal transition in MHCC97H cells
    Chen, Kunlun
    Zhu, Haitao
    Li, Jun
    Zhou, Rui
    Zhang, Shu
    Li, Baohua
    Wang, Zhidong
    Li, Zongfang
    JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY, 2013, 28 : 656 - 656
  • [45] Combinatorial TGF-β attenuation with paclitaxel inhibits the epithelial-to-mesenchymal transition and breast cancer stem-like cells
    Park, So-Yeon
    Kim, Min-Jin
    Park, Sang-A
    Kim, Jung-Shin
    Min, Kyung-Nan
    Kim, Dae-Kee
    Lim, Woosung
    Nam, Jeong-Seok
    Sheen, Yhun Yhong
    ONCOTARGET, 2015, 6 (35) : 37535 - 37552
  • [46] Telmisartan counteracts TGF-β1 induced epithelial-to-mesenchymal transition via PPAR-γ in human proximal tubule epithelial cells
    Chen Yumin
    Luo Qiong
    Xiong Zibo
    Liang Wei
    Chen Li
    Xiong Zuying
    INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL PATHOLOGY, 2012, 5 (06): : 522 - 529
  • [47] Investigating the role of miR-21 in TGF-β-induced epithelial-mesenchymal transition in prostate cancer
    Stafford, Mei Yu Cynthia
    Willoughby, C.
    Walsh, C.
    McKenna, D.
    IRISH JOURNAL OF MEDICAL SCIENCE, 2021, 190 (SUPPL 2) : 66 - 67
  • [48] RhoC is essential in TGF-β1 induced epithelial-mesenchymal transition in cervical cancer cells
    He, Xiaoqi
    Qian, Ying
    Cai, Huilan
    Yang, Shouhua
    Cai, Jing
    Wang, Zehua
    ONCOLOGY LETTERS, 2015, 10 (02) : 985 - 989
  • [49] TGF-β-induced epithelial-to-mesenchymal transition proceeds through stepwise activation of multiple feedback loops
    Zhang, Jingyu
    Tian, Xiao-Jun
    Zhang, Hang
    Teng, Yue
    Li, Ruoyan
    Bai, Fan
    Elankumaran, Subbiah
    Xing, Jianhua
    SCIENCE SIGNALING, 2014, 7 (345) : ra91
  • [50] Heat treatment inhibits TGF-β-induced Epithelial-Mesenchymal Transition (EMT) in cancer cells
    Ishikawa, Takeshi
    Kokura, Satoshi
    Adachi, Satoko
    Tsuchiya, Reiko
    Okajima, Manabu
    Matsuyama, Tatsuzo
    Okayama, Tetsuya
    Katada, Kazuhiro
    Kamada, Kazuhiro
    Uchiyama, Kazuhiko
    Handa, Osamu
    Takagi, Tomohisa
    Yagi, Nobuaki
    Naito, Yuji
    JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY, 2012, 27 : 338 - 338