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
{"title":"Localization of protoporphyrin IX during glioma-resection surgery via paired stimulated Raman histology and fluorescence microscopy","authors":"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","doi":"10.1038/s41551-024-01217-3","DOIUrl":null,"url":null,"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.","PeriodicalId":19063,"journal":{"name":"Nature Biomedical Engineering","volume":"8 6","pages":"672-688"},"PeriodicalIF":26.8000,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nature Biomedical Engineering","FirstCategoryId":"5","ListUrlMain":"https://www.nature.com/articles/s41551-024-01217-3","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, BIOMEDICAL","Score":null,"Total":0}
引用次数: 0
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.
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.