Evaluation of the potential of Raman microspectroscopy for prediction of chemotherapeutic response to cisplatin in lung adenocarcinoma

被引:126
作者
Nawaz, Haq [1 ]
Bonnier, Franck
Knief, Peter
Howe, Orla [1 ,2 ]
Lyng, Fiona M. [1 ]
Meade, Aidan D. [1 ]
Byrne, Hugh J.
机构
[1] Dublin Inst Technol, DIT Ctr Radiat & Environm Sci RESC, Focas Res Inst, Dublin 8, Ireland
[2] Dublin Inst Technol, Sch Biol Sci, Dublin 8, Ireland
关键词
ANTICANCER DRUG CISPLATIN; TRANSFORM INFRARED MICROSPECTROSCOPY; LEAST-SQUARES REGRESSION; INTRASTRAND CROSS-LINK; IN-VITRO; MULTIDRUG-RESISTANCE; MAJOR ADDUCT; CELL-LINES; SPECTROSCOPY; DNA;
D O I
10.1039/c0an00541j
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The study of the interaction of anticancer drugs with mammalian cells in vitro is important to elucidate the mechanisms of action of the drug on its biological targets. In this context, Raman spectroscopy is a potential candidate for high throughput, non-invasive analysis. To explore this potential, the interaction of cis-diamminedichloroplatinum(II) (cisplatin) with a human lung adenocarcinoma cell line (A549) was investigated using Raman microspectroscopy. The results were correlated with parallel measurements from the MTT cytotoxicity assay, which yielded an IC50 value of 1.2 +/- 0.2 mu M. To further confirm the spectral results, Raman spectra were also acquired from DNA extracted from A549 cells exposed to cisplatin and from unexposed controls. Partial least squares (PLS) multivariate regression and PLS Jackknifing were employed to highlight spectral regions which varied in a statistically significant manner with exposure to cisplatin and with the resultant changes in cellular physiology measured by the MTT assay. The results demonstrate the potential of the cellular Raman spectrum to non-invasively elucidate spectral changes that have their origin either in the biochemical interaction of external agents with the cell or its physiological response, allowing the prediction of the cellular response and the identification of the origin of the chemotherapeutic response at a molecular level in the cell.
引用
收藏
页码:3070 / 3076
页数:7
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