Localization of protoporphyrin IX during glioma-resection surgery via paired stimulated Raman histology and fluorescence microscopy

IF 26.8 1区 医学 Q1 ENGINEERING, BIOMEDICAL
Mustafa Nasir-Moin, Lisa Irina Wadiura, Vlad Sacalean, Devin Juros, Misha Movahed-Ezazi, Emily K. Lock, Andrew Smith, Matthew Lee, Hannah Weiss, Michael Müther, Daniel Alber, Sujay Ratna, Camila Fang, Eric Suero-Molina, Sönke Hellwig, Walter Stummer, Karl Rössler, Johannes A. Hainfellner, Georg Widhalm, Barbara Kiesel, David Reichert, Mario Mischkulnig, Rajan Jain, Jakob Straehle, Nicolas Neidert, Oliver Schnell, Jürgen Beck, Jay Trautman, Steve Pastore, Donato Pacione, Dimitris Placantonakis, Eric Karl Oermann, John G. Golfinos, Todd C. Hollon, Matija Snuderl, Christian W. Freudiger, Dieter Henrik Heiland, Daniel A. Orringer
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Abstract

The most widely used fluorophore in glioma-resection surgery, 5-aminolevulinic acid (5-ALA), is thought to cause the selective accumulation of fluorescent protoporphyrin IX (PpIX) in tumour cells. Here we show that the clinical detection of PpIX can be improved via a microscope that performs paired stimulated Raman histology and two-photon excitation fluorescence microscopy (TPEF). We validated the technique in fresh tumour specimens from 115 patients with high-grade gliomas across four medical institutions. We found a weak negative correlation between tissue cellularity and the fluorescence intensity of PpIX across all imaged specimens. Semi-supervised clustering of the TPEF images revealed five distinct patterns of PpIX fluorescence, and spatial transcriptomic analyses of the imaged tissue showed that myeloid cells predominate in areas where PpIX accumulates in the intracellular space. Further analysis of external spatially resolved metabolomics, transcriptomics and RNA-sequencing datasets from glioblastoma specimens confirmed that myeloid cells preferentially accumulate and metabolize PpIX. Our findings question 5-ALA-induced fluorescence in glioma cells and show how 5-ALA and TPEF imaging can provide a window into the immune microenvironment of gliomas. The clinical detection of fluorescent protoporphyrin IX during glioma-resection surgery can be improved via a microscope that pairs stimulated Raman histology and two-photon excitation fluorescence microscopy.

Abstract Image

Abstract Image

通过配对刺激拉曼组织学和荧光显微镜确定胶质瘤切除手术中原卟啉 IX 的位置
胶质瘤切除手术中最广泛使用的荧光剂--5-氨基乙酰丙酸(5-ALA)被认为会导致荧光原卟啉 IX(PpIX)在肿瘤细胞中选择性聚集。在这里,我们展示了一种可进行成对刺激拉曼组织学检查和双光子激发荧光显微镜检查(TPEF)的显微镜,它可以改善 PpIX 的临床检测。我们在四家医疗机构的 115 名高级别胶质瘤患者的新鲜肿瘤标本中验证了这一技术。我们发现,在所有成像标本中,组织细胞度与 PpIX 荧光强度之间存在微弱的负相关。TPEF图像的半监督聚类显示了五种不同的PpIX荧光模式,成像组织的空间转录组学分析表明,髓细胞在细胞内PpIX聚集的区域占主导地位。对来自胶质母细胞瘤标本的外部空间解析代谢组学、转录组学和 RNA 序列数据集的进一步分析证实,髓系细胞优先聚集和代谢 PpIX。我们的研究结果对胶质瘤细胞中5-ALA诱导的荧光提出了质疑,并展示了5-ALA和TPEF成像如何为胶质瘤的免疫微环境提供了一个窗口。
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来源期刊
Nature Biomedical Engineering
Nature Biomedical Engineering Medicine-Medicine (miscellaneous)
CiteScore
45.30
自引率
1.10%
发文量
138
期刊介绍: Nature Biomedical Engineering is an online-only monthly journal that was launched in January 2017. It aims to publish original research, reviews, and commentary focusing on applied biomedicine and health technology. The journal targets a diverse audience, including life scientists who are involved in developing experimental or computational systems and methods to enhance our understanding of human physiology. It also covers biomedical researchers and engineers who are engaged in designing or optimizing therapies, assays, devices, or procedures for diagnosing or treating diseases. Additionally, clinicians, who make use of research outputs to evaluate patient health or administer therapy in various clinical settings and healthcare contexts, are also part of the target audience.
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