Investigating the use of Raman and immersion Raman spectroscopy for spectral histopathology of metastatic brain cancer and primary sites of origin

被引:26
作者
Fullwood, Leanne M. [1 ]
Clemens, Graeme [1 ]
Griffiths, Dave [2 ]
Ashton, Katherine [3 ]
Dawson, Timothy P. [3 ]
Lea, Robert W. [2 ]
Davis, Charles [3 ]
Bonnier, Franck [4 ]
Byrne, Hugh J. [4 ]
Baker, Matthew J. [1 ]
机构
[1] Univ Cent Lancashire, Div Chem, Ctr Mat Sci, Preston PR1 2HE, Lancs, England
[2] Univ Cent Lancashire, Sch Pharm & Biomed Sci, Preston PR1 2HE, Lancs, England
[3] Royal Preston Hosp, Lancashire Teaching Hosp NHS Trust, Preston PR2 9HT, Lancs, England
[4] Dublin Inst Technol, FOCAS Res Inst, Dublin 8, Ireland
关键词
PROSTATE-CANCER; VIBRATIONAL SPECTROSCOPY; DISCRIMINANT-ANALYSIS; INFRARED MICROSPECTROSCOPY; OPTICAL DIAGNOSIS; TISSUE; TUMORS; IDENTIFICATION; PATHOLOGY; CELLS;
D O I
10.1039/c3ay42190b
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
It is estimated that approximately 13 000 people in the UK are diagnosed with brain cancer every year; of which 60% are metastatic. Current methods of diagnosis can be subjective, invasive and have long diagnostic windows. Raman spectroscopy provides a non-destructive, non-invasive, rapid and economical method for diagnosing diseases. The aim of this study was to investigate the use of Raman and immersion Raman spectroscopy for diagnosing metastatic brain cancer and identifying primary sites of origin using brain tissue. Through spectral examination, the Raman peaks at 721 cm(-1) and 782 cm(-1) were identified as being the most distinct for discriminating between the glioblastoma multiforme (GBM), metastatic and normal brain tissue spectra. A ratio score plot of these peaks calculated the classification sensitivities and specificities as 100% and 94.44% for GBM, 96.55% and 100% for metastatic brain, and 85.71% and 100% for normal brain tissue. Principal Component-Linear Discriminant Analysis (PC-LDA) also showed discrimination between normal, GBM and metastatic brain tissue spectra. We also present, for the first time, the use of Raman spectroscopy to investigate primary site of origin for metastatic brain cancer and any biochemical differences between different primary and metastatic cancer using linked samples. This study revealed interesting spectral differences in the amide regions showing changes in the biochemistry of the metastatic brain cancer from the primary cancer.
引用
收藏
页码:3948 / 3961
页数:14
相关论文
共 43 条
  • [1] The hallmarks of breast cancer by Raman spectroscopy
    Abramczyk, H.
    Surmacki, J.
    Brozek-Pluska, B.
    Morawiec, Z.
    Tazbir, M.
    [J]. JOURNAL OF MOLECULAR STRUCTURE, 2009, 924 : 175 - 182
  • [2] Role of Vibrational Spectroscopy in Stem Cell Research
    Aksoy, Ceren
    Severcan, Feride
    [J]. SPECTROSCOPY-AN INTERNATIONAL JOURNAL, 2012, 27 (03): : 167 - 184
  • [3] ToF-SIMS PC-DFA analysis of prostate cancer cell lines
    Baker, M. J.
    Gazi, E.
    Brown, M. D.
    Clarke, N. W.
    Vickerman, J. C.
    Lockyer, N. P.
    [J]. APPLIED SURFACE SCIENCE, 2008, 255 (04) : 1084 - 1087
  • [4] FTIR-based spectroscopic analysis in the identification of clinically aggressive prostate cancer
    Baker, M. J.
    Gazi, E.
    Brown, M. D.
    Shanks, J. H.
    Gardner, P.
    Clarke, N. W.
    [J]. BRITISH JOURNAL OF CANCER, 2008, 99 (11) : 1859 - 1866
  • [5] In vivo diagnosis of gastric cancer using Raman endoscopy and ant colony optimization techniques
    Bergholt, Mads Sylvest
    Zheng, Wei
    Lin, Kan
    Ho, Khek Yu
    Teh, Ming
    Yeoh, Khay Guan
    So, Jimmy Bok Yan
    Huang, Zhiwei
    [J]. INTERNATIONAL JOURNAL OF CANCER, 2011, 128 (11) : 2673 - 2680
  • [6] Raman and FTIR Microspectroscopy for Detection of Brain Metastasis
    Bergner, Norbert
    Romeike, Bernd F. M.
    Reichart, Rupert
    Kalff, Rolf
    Krafft, Christoph
    Popp, Juergen
    [J]. CLINICAL AND BIOMEDICAL SPECTROSCOPY AND IMAGING II, 2011, 8087
  • [7] Analysis of human skin tissue by Raman microspectroscopy: Dealing with the background
    Bonnier, F.
    Ali, S. M.
    Knief, P.
    Lambkin, H.
    Flynn, K.
    McDonagh, V.
    Healy, C.
    Lee, T. C.
    Lyng, F. M.
    Byrne, H. J.
    [J]. VIBRATIONAL SPECTROSCOPY, 2012, 61 : 124 - 132
  • [8] In vitro analysis of immersed human tissues by Raman microspectroscopy
    Bonnier, F.
    Mehmood, A.
    Knief, P.
    Meade, A. D.
    Hornebeck, W.
    Lambkin, H.
    Flynn, K.
    McDonagh, V.
    Healy, C.
    Lee, T. C.
    Lyng, F. M.
    Byrne, Hugh J.
    [J]. JOURNAL OF RAMAN SPECTROSCOPY, 2011, 42 (05) : 888 - 896
  • [9] Brain Research Trust, AB BRAIN TUM
  • [10] Cancer Research UK, 2012, ALL CANC COMB KEY FA