Challenges in, and recommendations for, hyperspectral imaging in ex vivo malignant glioma biopsy measurements

被引:7
|
作者
Walke, Anna [1 ,2 ]
Black, David [3 ]
Valdes, Pablo A. [4 ]
Stummer, Walter [1 ]
Koenig, Simone [2 ]
Suero-Molina, Eric [1 ]
机构
[1] Univ Hosp Munster, Dept Neurosurg, Albert Schweitzer Campus 1,A1, D-48149 Munster, Germany
[2] Univ Munster, Core Unit Prote, Interdisciplinary Ctr Clin Res, Munster, Germany
[3] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC, Canada
[4] Univ Texas Med Branch, Dept Neurosurg, Galveston, TX USA
关键词
INDUCED PROTOPORPHYRIN IX; FLUORESCENCE-GUIDED SURGERY; ALA-INDUCED PPIX; 5-AMINOLEVULINIC ACID; QUANTITATIVE FLUORESCENCE; OPTICAL-PROPERTIES; IN-VITRO; BRAIN; RESECTION; TUMOR;
D O I
10.1038/s41598-023-30680-2
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The visualization of protoporphyrin IX (PPIX) fluorescence with the help of surgical microscopes during 5-aminolevulinic acid-mediated fluorescence-guided resection (FGR) of gliomas is still limited at the tumor margins. Hyperspectral imaging (HI) detects PPIX more sensitively but is not yet ready for intraoperative use. We illustrate the current status with three experiments and summarize our own experience using HI: (1) assessment of HI analysis algorithm using pig brain tissue, (2) a partially retrospective evaluation of our experience from HI projects, and (3) device comparison of surgical microscopy and HI. In (1), we address the problem that current algorithms for evaluating HI data are based on calibration with liquid phantoms, which have limitations. Their pH is low compared to glioma tissue; they provide only one PPIX photo state and only PPIX as fluorophore. Testing the HI algorithm with brain homogenates, we found proper correction for optical properties but not pH. Considerably more PPIX was measured at pH 9 than at pH 5. In (2), we indicate pitfalls and guide HI application. In (3), we found HI superior to the microscope for biopsy diagnosis (AUC = 0.845 +/- 0.024 (cut-off 0.75 mu g PPIX/ml) vs. 0.710 +/- 0.035). HI thus offers potential for improved FGR.
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页数:15
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