Literature DB >> 24098310

Diagnostic segregation of human brain tumours using Fourier-transform infrared and/or Raman spectroscopy coupled with discriminant analysis.

Ketan Gajjar1, Lara D Heppenstall, Weiyi Pang, Katherine M Ashton, Júlio Trevisan, Imran I Patel, Valon Llabjani, Helen F Stringfellow, Pierre L Martin-Hirsch, Timothy Dawson, Francis L Martin.   

Abstract

The most common initial treatment received by patients with a brain tumour is surgical removal of the growth. Precise histopathological diagnosis of brain tumours is to some extent subjective. Furthermore, currently available diagnostic imaging techniques to delineate the excision border during cytoreductive surgery lack the required spatial precision to aid surgeons. We set out to determine whether infrared (IR) and/or Raman spectroscopy combined with multivariate analysis could be applied to discriminate between normal brain tissue and different tumour types (meningioma, glioma and brain metastasis) based on the unique spectral "fingerprints" of their biochemical composition. Formalin-fixed paraffin-embedded tissue blocks of normal brain and different brain tumours were de-waxed, mounted on low-E slides and desiccated before being analyzed using attenuated total reflection Fourier-transform IR (ATR-FTIR) and Raman spectroscopy. ATR-FTIR spectroscopy showed a clear segregation between normal and different tumour subtypes. Discrimination of tumour classes was also apparent with Raman spectroscopy. Further analysis of spectral data revealed changes in brain biochemical structure associated with different tumours. Decreased tentatively-assigned lipid-to-protein ratio was associated with increased tumour progression. Alteration in cholesterol esters-to-phenylalanine ratio was evident in grade IV glioma and metastatic tumours. The current study indicates that IR and/or Raman spectroscopy have the potential to provide a novel diagnostic approach in the accurate diagnosis of brain tumours and have potential for application in intra-operative diagnosis.

Entities:  

Year:  2012        PMID: 24098310      PMCID: PMC3789135          DOI: 10.1039/C2AY25544H

Source DB:  PubMed          Journal:  Anal Methods        ISSN: 1759-9660            Impact factor:   2.896


  61 in total

1.  Infrared spectroscopic imaging for histopathologic recognition.

Authors:  Daniel C Fernandez; Rohit Bhargava; Stephen M Hewitt; Ira W Levin
Journal:  Nat Biotechnol       Date:  2005-03-27       Impact factor: 54.908

2.  Cancer surveillance series [corrected]: brain and other central nervous system cancers: recent trends in incidence and mortality.

Authors:  J M Legler; L A Ries; M A Smith; J L Warren; E F Heineman; R S Kaplan; M S Linet
Journal:  J Natl Cancer Inst       Date:  1999-08-18       Impact factor: 13.506

Review 3.  Molecular epidemiology of primary brain tumors.

Authors:  Jun Gu; Yanhong Liu; Athanassios P Kyritsis; Melissa L Bondy
Journal:  Neurotherapeutics       Date:  2009-07       Impact factor: 7.620

Review 4.  Operative techniques for gliomas and the value of extent of resection.

Authors:  Nader Sanai; Mitchel S Berger
Journal:  Neurotherapeutics       Date:  2009-07       Impact factor: 7.620

5.  In vivo diagnosis of esophageal cancer using image-guided Raman endoscopy and biomolecular modeling.

Authors:  M S Bergholt; W Zheng; K Lin; K Y Ho; M Teh; K G Yeoh; J B So; Z Huang
Journal:  Technol Cancer Res Treat       Date:  2011-04

6.  Binary mixture effects by PBDE congeners (47, 153, 183, or 209) and PCB congeners (126 or 153) in MCF-7 cells: biochemical alterations assessed by IR spectroscopy and multivariate analysis.

Authors:  Valon Llabjani; Júlio Trevisan; Kevin C Jones; Richard F Shore; Francis L Martin
Journal:  Environ Sci Technol       Date:  2010-05-15       Impact factor: 9.028

Review 7.  Molecular pathology of malignant gliomas.

Authors:  David N Louis
Journal:  Annu Rev Pathol       Date:  2006       Impact factor: 23.472

8.  Characterization of lipid extracts from brain tissue and tumors using Raman spectroscopy and mass spectrometry.

Authors:  Milena Köhler; Susanne Machill; Reiner Salzer; Christoph Krafft
Journal:  Anal Bioanal Chem       Date:  2009-01-20       Impact factor: 4.142

9.  Observation of molecular changes of a necrotic tissue from a murine carcinoma by Fourier-transform infrared microspectroscopy.

Authors:  Tetsushi Yamada; Norio Miyoshi; Toru Ogawa; Kenichi Akao; Masaru Fukuda; Toshiyuki Ogasawara; Yoshimasa Kitagawa; Kazuo Sano
Journal:  Clin Cancer Res       Date:  2002-06       Impact factor: 12.531

Review 10.  The 2007 WHO classification of tumours of the central nervous system.

Authors:  David N Louis; Hiroko Ohgaki; Otmar D Wiestler; Webster K Cavenee; Peter C Burger; Anne Jouvet; Bernd W Scheithauer; Paul Kleihues
Journal:  Acta Neuropathol       Date:  2007-07-06       Impact factor: 17.088

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  29 in total

Review 1.  Improving the accuracy of brain tumor surgery via Raman-based technology.

Authors:  Todd Hollon; Spencer Lewis; Christian W Freudiger; X Sunney Xie; Daniel A Orringer
Journal:  Neurosurg Focus       Date:  2016-03       Impact factor: 4.047

2.  Using Raman spectroscopy to characterize biological materials.

Authors:  Holly J Butler; Lorna Ashton; Benjamin Bird; Gianfelice Cinque; Kelly Curtis; Jennifer Dorney; Karen Esmonde-White; Nigel J Fullwood; Benjamin Gardner; Pierre L Martin-Hirsch; Michael J Walsh; Martin R McAinsh; Nicholas Stone; Francis L Martin
Journal:  Nat Protoc       Date:  2016-03-10       Impact factor: 13.491

3.  α-Helical protein absorption at post-traumatic epileptic foci monitored by Fourier transform infrared mapping.

Authors:  Siyang Xiang; Dong Zhao; Hongxia Hao; X U Wang; Ling Li; Tiantong Yang
Journal:  J Biosci       Date:  2020       Impact factor: 1.826

4.  Rise of Raman spectroscopy in neurosurgery: a review.

Authors:  Damon DePaoli; Émile Lemoine; Katherine Ember; Martin Parent; Michel Prud'homme; Léo Cantin; Kevin Petrecca; Frédéric Leblond; Daniel C Côté
Journal:  J Biomed Opt       Date:  2020-05       Impact factor: 3.170

5.  Discriminating cell line specific features of antibiotic-resistant strains of Escherichia coli from Raman spectra via machine learning analysis.

Authors:  Jessica Zahn; Arno Germond; Alice Y Lundgren; Marcus T Cicerone
Journal:  J Biophotonics       Date:  2022-04-06       Impact factor: 3.390

6.  Human brain cancer studied by resonance Raman spectroscopy.

Authors:  Yan Zhou; Cheng-Hui Liu; Yi Sun; Yang Pu; Susie Boydston-White; Yulong Liu; Robert R Alfano
Journal:  J Biomed Opt       Date:  2012-11       Impact factor: 3.170

7.  Smart-Dust-Nanorice for Enhancement of Endogenous Raman Signal, Contrast in Photoacoustic Imaging, and T2-Shortening in Magnetic Resonance Imaging.

Authors:  Christoph Pohling; Jos L Campbell; Timothy A Larson; Dominique Van de Sompel; Jelena Levi; Michael H Bachmann; Sarah E Bohndiek; Jesse V Jokerst; Sanjiv S Gambhir
Journal:  Small       Date:  2018-04-10       Impact factor: 13.281

Review 8.  Shining light on neurosurgery diagnostics using Raman spectroscopy.

Authors:  Brandy Broadbent; James Tseng; Rachel Kast; Thomas Noh; Michelle Brusatori; Steven N Kalkanis; Gregory W Auner
Journal:  J Neurooncol       Date:  2016-08-13       Impact factor: 4.506

9.  ATR-FTIR spectroscopy non-destructively detects damage-induced sour rot infection in whole tomato fruit.

Authors:  Paul Skolik; Martin R McAinsh; Francis L Martin
Journal:  Planta       Date:  2018-11-28       Impact factor: 4.116

10.  Using Fourier transform IR spectroscopy to analyze biological materials.

Authors:  Matthew J Baker; Júlio Trevisan; Paul Bassan; Rohit Bhargava; Holly J Butler; Konrad M Dorling; Peter R Fielden; Simon W Fogarty; Nigel J Fullwood; Kelly A Heys; Caryn Hughes; Peter Lasch; Pierre L Martin-Hirsch; Blessing Obinaju; Ganesh D Sockalingum; Josep Sulé-Suso; Rebecca J Strong; Michael J Walsh; Bayden R Wood; Peter Gardner; Francis L Martin
Journal:  Nat Protoc       Date:  2014-07-03       Impact factor: 13.491

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