Ex vivo and in vivo diagnosis of C6 glioblastoma development by Raman spectroscopy coupled to a microprobe

被引:66
作者
Beljebbar, Abdelilah [1 ]
Dukic, Sylvain [1 ]
Amharref, Nadia [1 ]
Manfait, Michel [1 ]
机构
[1] Univ Reims, IFR 53, UFR Pharm, Unite MeDIAN,MEDyC,UMR CNRS 6237, F-51096 Reims, France
关键词
In vivo Raman spectroscopy; Glioblastoma development; Raman microprobe; Multivariate statistical analysis; Classification; RAT-BRAIN TUMOR; EXPERIMENTAL-MODEL; FIBEROPTIC PROBES; TISSUE SAMPLES; HUMAN SKIN; GLIOMA; SPECTRA; INVASION; ASTROCYTOMA; MIGRATION;
D O I
10.1007/s00216-010-3910-6
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
The potential of Raman spectroscopy for ex vivo and in vivo classification of normal and glioblastoma brain tumor development was investigated. High-quality spectra of normal and tumor tissues were obtained using a portable Raman spectrometer coupled to a microprobe with a signal integration time of 5 s. Ex vivo results demonstrated that by using the biochemical information contained in the spectra, we were able to distinguish between normal brain features (white and gray matter), invasion, and tumor tissues with a classification accuracy of 100%. Differences between these features resulted from variations in their lipid signal contributions, which probably reflect differences in the level of myelinization. This finding supports the ability of in vivo Raman spectroscopy to delineate tumor margins during surgery. After implanting C6 cells in rat brain, we monitored, in vivo, the development of glioblastoma tumor from days 0 to 20 post-implantation (PI). The classification exhibited a clear separation of the data into two clusters: one cluster was associated with normal brain tissues (cortex), and the second was related to data measured from tumor evolution. The second cluster could be divided into two subclusters, one associated with tumor tissue from 4 to 13 days PI and the second related to tumor tissue from 15 to 20 days PI. Histological analysis reveals that the differences between these two subclusters are: the presence of a massive infiltration zone in the brain tissue from 4 to 13 days PI, and; a maturation of the tumor characterized by the appearance of edematous and necrotic zones, as well as a diminution in the proliferative and invasive area, from 15 days. This work demonstrates the potential of Raman spectroscopy to provide diagnostic information for the early detection of tumors in vivo.
引用
收藏
页码:477 / 487
页数:11
相关论文
共 51 条
[1]   Discriminating healthy from tumor and necrosis tissue in rat brain tissue samples by Raman spectral imaging [J].
Amharref, Nadia ;
Bejebbar, Abdelilah ;
Dukie, Sylvain ;
Venteo, Lydie ;
Schneider, Laurence ;
Pluot, Michel ;
Manfait, Michel .
BIOCHIMICA ET BIOPHYSICA ACTA-BIOMEMBRANES, 2007, 1768 (10) :2605-2615
[2]   A SIMPLE AND REPRODUCIBLE EXPERIMENTAL INVIVO GLIOMA MODEL [J].
AUER, RN ;
DELMAESTRO, RF ;
ANDERSON, R .
CANADIAN JOURNAL OF NEUROLOGICAL SCIENCES, 1981, 8 (04) :325-331
[3]   STANDARD NORMAL VARIATE TRANSFORMATION AND DE-TRENDING OF NEAR-INFRARED DIFFUSE REFLECTANCE SPECTRA [J].
BARNES, RJ ;
DHANOA, MS ;
LISTER, SJ .
APPLIED SPECTROSCOPY, 1989, 43 (05) :772-777
[5]   C6 GLIOMA-ASTROCYTOMA CELL AND FETAL ASTROCYTE MIGRATION INTO ARTIFICIAL BASEMENT-MEMBRANE - A PERMISSIVE SUBSTRATE FOR NEURAL TUMORS BUT NOT FETAL ASTROCYTES [J].
BERNSTEIN, JJ ;
LAWS, ER ;
LEVINE, KV ;
WOOD, LR ;
TADVALKAR, G ;
GOLDBERG, WJ .
NEUROSURGERY, 1991, 28 (05) :652-658
[6]   C6 GLIOMA CELL INVASION AND MIGRATION OF RAT-BRAIN AFTER NEURAL HOMOGRAFTING - ULTRASTRUCTURE [J].
BERNSTEIN, JJ ;
GOLDBERG, WJ ;
LAWS, ER ;
CONGER, D ;
MORREALE, V ;
WOOD, LR .
NEUROSURGERY, 1990, 26 (04) :622-628
[7]   Depth profiling of Stratum corneum hydration in vivo: a comparison between conductance and confocal Raman spectroscopic measurements [J].
Boncheva, Mila ;
de Sterke, Johanna ;
Caspers, Peter J. ;
Puppels, Gerwin J. .
EXPERIMENTAL DERMATOLOGY, 2009, 18 (10) :870-876
[8]   Diagnosis of malignant glioma: role of neuropathology [J].
Brat, Daniel J. ;
Prayson, Richard A. ;
Ryken, Timothy C. ;
Olson, Jeffrey J. .
JOURNAL OF NEURO-ONCOLOGY, 2008, 89 (03) :287-311
[9]  
BURGER PC, 1985, CANCER-AM CANCER SOC, V56, P1106, DOI 10.1002/1097-0142(19850901)56:5<1106::AID-CNCR2820560525>3.0.CO
[10]  
2-2