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Suitability of infrared spectroscopic imaging as an intraoperative tool in cerebral glioma surgery

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Abstract

Infrared spectroscopic imaging is a promising intraoperative tool which enables rapid, on-site diagnosis of brain tumors during neurosurgery. A classification model was recently developed using infrared spectroscopic images from thin tissue sections to grade malignant gliomas, the most frequent class of primary brain tumor. In this study the model was applied to 54 specimens from six patients with inhomogeneous gliomas composed of regions with different tumor density and morphology. The resection was controlled using neuronavigation which transfers the findings obtained by preoperative magnetic resonance imaging (MRI) into the operating field. For comparison, all specimens were independently evaluated by histopathology after hematoxylin and eosin staining. The infrared-derived grading agreed with histopathology and MRI findings for almost all specimens. With regard to histopathological assessment, sensitivities of 100% (22/22) and 93.1% (27/29) and specificities of 96.9% (31/32) and 88.0% (22/25) were achieved, depending on whether the classification was based on the predominant or maximal tumor grade, respectively, in the specimen. Altogether, in 98% (53/54) of all specimens the decision to continue or not continue tumor resection could have been made according to the infrared spectroscopic classification. This retrospective study clearly demonstrates that infrared spectroscopic imaging may help to define tumor margins intraoperatively and to detect high-grade tumor residues for achieving more radical tumor resection.

MRT-guided tumor resection (left) is combined with infrared spectroscopy-based tissue classification (middle, right). With regard to histopathological assessment, sensitivities of 100% and 93.1% and specificities of 96.9% and 88.0% were achieved for 54 specimens. (TIF 47.1 KB)

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References

  1. Chamberlain M, Kormanik P (1998) West J Med 168:114–120

    CAS  Google Scholar 

  2. Hess K (1999) J Neurooncol 42:227–231

    Article  CAS  Google Scholar 

  3. Lacroix M, Abi-Said D, Fourney DR, Gokaslan ZL, Shi W, DeMonte F, Lang FF, McCutcheon IE, Hassenbusch SJ, Holland E, Hess K, Michael C, Miller D, Sawaya R (1999) J Neurosurg 95:190–198

    Google Scholar 

  4. Shapiro W, Shapiro J (1998) Oncology (Huntingt) 12:233–240

    CAS  Google Scholar 

  5. Toms S, Ferson D, Sawaya R (1999) J Neurooncol 42:215–226

    Article  CAS  Google Scholar 

  6. Wisoff J, Boyett J, Berger M, Brant C, Li H, Yates A, McGuire-Cullen P, Turski P, Sutton L, Allen J, Packer R, Finlay J (1998) J Neurosurg 89:52–59

    Article  CAS  Google Scholar 

  7. Stummer W, Pichlmeier U, Meinel T, Wiestler OD, Zanella F, Reulen HJ (2006) Lancet Oncol 7(5):392–401

    Article  CAS  Google Scholar 

  8. Willems PWA, Taphoorn MJB, Burger H, Berkelbach van der Sprenkel JW, Tulleken CA (2006) J Neurosurg 104:360–368

    Article  Google Scholar 

  9. Bohinski RJ, Kokkino AK, Warnick RE, Gaskill-Shipley MF, Kormos DW, Lukin RR, Tew JM (2001) Neurosurgery 48:731–742

    Article  CAS  Google Scholar 

  10. Wirtz CR, Albert FK, Schwaderer M, Heuer C, Staubert A, Tronnier VM, Knauth M, Kunze S (2000) Neurol Res 22:354–360

    CAS  Google Scholar 

  11. Krafft C, Salzer R (2008) In: Diem M, Chalmers JM, Griffiths PR (eds) Vibrational spectroscopy for medical diagnosis. Wiley, Chichester

    Google Scholar 

  12. Krafft C, Sobottka SB, Schackert G, Salzer R (2004) Analyst 129:921–925

    Article  CAS  Google Scholar 

  13. Steiner G, Shaw A, Choo-Smith LP, Abuid MH, Schackert G, Sobottka SB, Steller W, Salzer R, Mantsch HH (2003) Biopolymers 72:464–471

    Article  CAS  Google Scholar 

  14. Beleites C, Steiner G, Sowa MG, Baumgartner R, Sobottka S, Schackert G, Salzer R (2005) Vib Spectrosc 38:143–149

    Article  CAS  Google Scholar 

  15. Krafft C, Shapoval L, Sobottka SB, Schackert G, Salzer R (2006) Technol Cancer Res Treat 5:291–298

    Google Scholar 

  16. Krafft C, Shapoval L, Sobottka SB, Geiger KD, Schackert G, Salzer R (2006) Biochim Biophys Acta 1758:883–891

    Article  CAS  Google Scholar 

  17. Krafft C, Sobottka SB, Schackert G, Salzer R (2006) J Raman Spectrosc 37:367–375

    Article  CAS  Google Scholar 

  18. Krafft C, Sobottka SB, Schackert G, Salzer R (2005) Analyst 130:1070–1077

    Article  CAS  Google Scholar 

  19. Krafft C, Kirsch M, Beleites C, Schackert G, Salzer R (2007) Anal Bioanal Chem 389:1133–1142

    Article  CAS  Google Scholar 

  20. Krafft C, Thümmler K, Sobottka SB, Schackert G, Salzer R (2006) Biopolymers 82:301–305

    Article  CAS  Google Scholar 

  21. Krafft C, Sobottka SB, Geiger KD, Schackert G, Salzer R (2007) Anal Bioanal Chem 387:1669–1677

    Article  CAS  Google Scholar 

  22. Kleihues P, Soylemezoglu F, Schauble B, Scheithauer BW, Burger PC (1995) Glia 15:211–221

    Article  CAS  Google Scholar 

  23. Louis DN, Holland EC, Cairncross JG (2001) Am J Pathol 159:779–786

    CAS  Google Scholar 

  24. Bhargava R, Fernandez DC, Hewitt SM, Levin IW (2006) Biochim Biophys Acta 1758:830–845

    Article  CAS  Google Scholar 

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Correspondence to Christoph Krafft.

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Sobottka, S.B., Geiger, K.D., Salzer, R. et al. Suitability of infrared spectroscopic imaging as an intraoperative tool in cerebral glioma surgery. Anal Bioanal Chem 393, 187–195 (2009). https://doi.org/10.1007/s00216-008-2443-8

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  • DOI: https://doi.org/10.1007/s00216-008-2443-8

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