1. Multimodal fiber-probe spectroscopy allows detecting epileptogenic focal cortical dysplasia in children
- Author
-
Valerio Conti, Anna Maria Buccoliero, Francesco S. Pavone, Suresh Anand, Renzo Guerrini, Riccardo Cicchi, and Flavio Giordano
- Subjects
Surgical resection ,Pathology ,medicine.medical_specialty ,Materials science ,General Physics and Astronomy ,Brain tissue ,Spectrum Analysis, Raman ,Multimodal Imaging ,01 natural sciences ,General Biochemistry, Genetics and Molecular Biology ,Fluorescence spectroscopy ,010309 optics ,03 medical and health sciences ,symbols.namesake ,0302 clinical medicine ,Nuclear magnetic resonance ,0103 physical sciences ,medicine ,Humans ,General Materials Science ,Child ,Spectroscopy ,Principal Component Analysis ,General Engineering ,General Chemistry ,Cortical dysplasia ,medicine.disease ,Malformations of Cortical Development ,Spectrometry, Fluorescence ,symbols ,Fiber probe ,Raman spectroscopy ,030217 neurology & neurosurgery - Abstract
Schematic draw of the experimental setup used for fiber-probe spectroscopy. We evaluated the diagnostic capability of a multimodal spectroscopic approach for classifying normal brain tissue and epileptogenic focal cortical dysplasia in children. We employed fluorescence spectroscopy at two excitation wavelengths (378 nm and 445 nm) and Raman spectroscopy (at 785 nm excitation) for acquiring fluorescence and Raman spectra from 10 normal brains, 16 focal cortical dysplasia specimens and 1 cortical tuber tissue sites using a custom-built multimodal optical point spectroscopic system. We used principal component analysis combined with leave-one-sample-out-cross-validation for tissue classification. The study resulted in 100% sensitivity and 90% specificity using the information obtained from fluorescence at two distinct wavelengths and Raman spectroscopy for discriminating normal brain tissue and focal cortical dysplasia. Our results demonstrate that this methodology has the potential to be applied clinically for the detection of focal cortical dysplasia and can help to improve as precise as possible surgical resection of the dysplastic tissue during surgery for epilepsy.
- Published
- 2017
- Full Text
- View/download PDF