Anti-Cancer Drug Sensitivity Assay with Quantitative Heterogeneity Testing Using Single-Cell Raman Spectroscopy

被引:19
作者
Zhang, Yong [1 ,2 ]
Xu, Jingjing [3 ]
Yu, Yuezhou [3 ]
Shang, Wenhao [3 ]
Ye, Anpei [1 ,3 ]
机构
[1] Peking Univ, Sch Elect Engn & Comp Sci, Key Lab Phys & Chem Nanodevices, 5 Yiheyuan Rd, Beijing 100871, Peoples R China
[2] Beijing Inst Biomed, 15 Xinjiangongmen Rd, Beijing 100091, Peoples R China
[3] Peking Univ, Acad Adv Interdisciplinary Studies, 5 Yiheyuan Rd, Beijing 100871, Peoples R China
基金
中国国家自然科学基金;
关键词
raman spectroscopy; medical optics; biotechnology; drug sensitivity testing; cancer cells; CANCER STEM-CELLS; TUMOR HETEROGENEITY; CHEMOTHERAPY; RESISTANCE;
D O I
10.3390/molecules23112903
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
A novel anti-cancer drug sensitivity testing (DST) approach was developed based on in vitro single-cell Raman spectrum intensity (RSI). Generally, the intensity of Raman spectra (RS) for a single living cell treated with drugs positively relates to the sensitivity of the cells to the drugs. In this study, five cancer cell lines (BGC 823, SGC 7901, MGC 803, AGS, and NCI-N87) were exposed to three cytotoxic compounds or to combinations of these compounds, and then they were evaluated for their responses with RSI. The results of RSI were consistent with conventional DST methods. The parametric correlation coefficient for the RSI and Methylthiazolyl tetrazolium assay (MTT) was 0.8558 +/- 0.0850, and the coefficient of determination was calculated as R-2 = 0.9529 +/- 0.0355 for fitting the dose-response curve. Moreover, RSI data for NCI-N87 cells treated by trastuzumab, everolimus (cytostatic), and these drugs in combination demonstrated that the RSI method was suitable for testing the sensitivity of cytostatic drugs. Furthermore, a heterogeneity coefficient H was introduced for quantitative characterization of the heterogeneity of cancer cells treated by drugs. The largest possible variance between RSs of cancer cells were quantitatively obtained using eigenvalues of principal component analysis (PCA). The ratio of H between resistant cells and sensitive cells was greater than 1.5, which suggested the H-value was effective to describe the heterogeneity of cancer cells. Briefly, the RSI method might be a powerful tool for simple and rapid detection of the sensitivity of tumor cells to anti-cancer drugs and the heterogeneity of their responses to these drugs.
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页数:14
相关论文
共 49 条
[1]   CHARACTERISTICS OF HUMAN-TUMOR XENOGRAFTS TRANSPLANTED UNDER THE RENAL CAPSULE OF IMMUNOCOMPETENT MICE [J].
AAMDAL, S ;
FODSTAD, O ;
NESLAND, JM ;
PIHL, A .
BRITISH JOURNAL OF CANCER, 1985, 51 (03) :347-356
[2]   Raman Microspectroscopic Evidence for the Metabolism of a Tyrosine Kinase Inhibitor, Neratinib, in Cancer Cells [J].
Aljakouch, Karim ;
Lechtonen, Tatjana ;
Yosef, Hesham K. ;
Hammoud, Mohamad K. ;
Alsaidi, Wissam ;
Koetting, Carsten ;
Muegge, Carolin ;
Kourist, Robert ;
El-Mashtoly, Samir F. ;
Gerwert, Klaus .
ANGEWANDTE CHEMIE-INTERNATIONAL EDITION, 2018, 57 (24) :7250-7254
[3]  
ALLEY MC, 1988, CANCER RES, V48, P589
[4]  
[Anonymous], 2010, INT J PHARM THER
[5]  
[Anonymous], ADV MOL MED
[6]   Raman technologies in cancer diagnostics [J].
Austin, Lauren A. ;
Osseiran, Sam ;
Evans, Conor L. .
ANALYST, 2016, 141 (02) :476-503
[7]  
Bang YJ, 2010, LANCET, V376, P1302
[8]   Tumour heterogeneity in the clinic [J].
Bedard, Philippe L. ;
Hansen, Aaron R. ;
Ratain, Mark J. ;
Siu, Lillian L. .
NATURE, 2013, 501 (7467) :355-364
[9]   Detection of drug-induced cellular changes using confocal Raman spectroscopy on patterned single-cell biosensors [J].
Buckmaster, Ryan ;
Asphahani, Fareid ;
Thein, Myo ;
Xu, Jian ;
Zhang, Miqin .
ANALYST, 2009, 134 (07) :1440-1446
[10]   The causes and consequences of genetic heterogeneity in cancer evolution [J].
Burrell, Rebecca A. ;
McGranahan, Nicholas ;
Bartek, Jiri ;
Swanton, Charles .
NATURE, 2013, 501 (7467) :338-345