Multimodal fiber-probe spectroscopy allows detecting epileptogenic focal cortical dysplasia in children

被引:16
作者
Anand, Suresh [1 ,2 ]
Cicchi, Riccardo [1 ,2 ]
Giordano, Flavio [3 ]
Conti, Valerio [4 ]
Buccoliero, Anna Maria [5 ]
Guerrini, Renzo [4 ]
Pavone, Francesco Saverio [1 ,2 ,6 ]
机构
[1] INO CNR, Via Nello Carrara 1, I-50019 Sesto Fiorentino, Italy
[2] Univ Florence, LENS, Via Nello Carrara 1, I-50019 Sesto Fiorentino, Italy
[3] Univ Florence, Anna Meyer Childrens Hosp, Div Neurosurg, Dept Neurosci 1, Viale Pieraccini 24, I-50141 Florence, Italy
[4] Univ Florence, Anna Meyer Childrens Hosp, Neurosci Dept, Pediat Neurol Neurogenet & Neurobiol Unit & Labs, Viale Pieraccini 24, I-50139 Florence, Italy
[5] Univ Florence, Anna Meyer Childrens Hosp, Div Pathol, Viale Pieraccini 24, I-50139 Florence, Italy
[6] Univ Florence, Dept Phys, Via Giovanni Sansone 1, I-50019 Sesto Fiorentino, Italy
关键词
focal cortical dysplasia; multimodal optical spectroscopy; principal component analysis; IN-VIVO; FLUORESCENCE SPECTROSCOPY; OPTICAL SPECTROSCOPY; INTRACTABLE EPILEPSY; RAMAN-SPECTROSCOPY; BRAIN-TISSUE; REFLECTANCE; TUMOR; ELECTROCORTICOGRAPHY; MANAGEMENT;
D O I
10.1002/jbio.201600136
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
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.
引用
收藏
页码:896 / 904
页数:9
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