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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurosci.</journal-id>
<journal-title>Frontiers in Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-453X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnins.2024.1527174</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Editorial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Editorial: Advancements in intraoperative optical technologies for neurosurgery guidance</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Montcel</surname> <given-names>Bruno</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1417294/overview"/>
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<contrib contrib-type="author">
<name><surname>Caredda</surname> <given-names>Charly</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Vald&#x000E9;s</surname> <given-names>Pablo A.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Univ Lyon, INSA-Lyon, Universit&#x000E9; Claude Bernard Lyon 1, UJM-Saint Etienne, CNRS, Inserm, CREATIS UMR 5220, U1294</institution>, <addr-line>Lyon</addr-line>, <country>France</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Neurosurgery, University of Texas Medical Branch</institution>, <addr-line>Galveston, TX</addr-line>, <country>United States</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Neurobiology, University of Texas Medical Branch</institution>, <addr-line>Galveston, TX</addr-line>, <country>United States</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Electrical and Computer Engineering, Rice University</institution>, <addr-line>Houston, TX</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited and reviewed by: Vince D. Calhoun, Georgia State University, United States</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Bruno Montcel <email>bruno.montcel&#x00040;univ-lyon1.fr</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>12</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>18</volume>
<elocation-id>1527174</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>11</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>11</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2024 Montcel, Caredda and Vald&#x000E9;s.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Montcel, Caredda and Vald&#x000E9;s</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<related-article id="RA1" related-article-type="commentary-article" xlink:href="https://www.frontiersin.org/research-topics/61462/advancements-in-intraoperative-optical-technologies-for-neurosurgery-guidance" ext-link-type="uri">Editorial on the Research Topic <article-title>Advancements in intraoperative optical technologies for neurosurgery guidance</article-title></related-article>
<kwd-group>
<kwd>intraoperative optical technologies</kwd>
<kwd>hyperspectral optical imaging</kwd>
<kwd>fluorescence spectroscopy</kwd>
<kwd>polarization imaging</kwd>
<kwd>neurosurgical guidance</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="6"/>
<page-count count="2"/>
<word-count count="1344"/>
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<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Brain Imaging Methods</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<p>Intraoperative optical technologies have shown immense promise as neurosurgical adjuncts. These technologies provide real-time feedback, are cost-effective, and seamlessly integrate into the surgical workflow, making them valuable tools for enhancing surgical guidance and tissue assessment. Various novel optical imaging modalities can be seen have been developed such as color, multispectral, and hyperspectral imaging (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fnins.2023.1239764">MacCormac et al.</ext-link>; Caredda et al., <xref ref-type="bibr" rid="B2">2023</xref>), fluorescence imaging and spectrocopy (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fnins.2023.1239764">MacCormac et al.</ext-link>; Valdes et al., <xref ref-type="bibr" rid="B6">2011</xref>; Vald&#x000E9;s et al., <xref ref-type="bibr" rid="B5">2012</xref>; Alston et al., <xref ref-type="bibr" rid="B1">2019</xref>), polarization imaging (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fnins.2023.1163701">Liu et al.</ext-link>), optical coherence tomography (M&#x000FC;ller et al., <xref ref-type="bibr" rid="B4">2024</xref>), and Raman spectroscopy (Ember et al., <xref ref-type="bibr" rid="B3">2024</xref>).</p>
<p>The advancements in intraoperative optical technologies and their impact on neurosurgical guidance and tissue assessment are presented using what is reported in through three original articles and a review article.</p>
<p>One article focuses on the application of polarization imaging technique (PIT) to separate the microstructure of glioma from healthy tissues (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fnins.2023.1163701">Liu et al.</ext-link>). The authors propose a PIT enhancement method based on a backward scattering 3 x 3 Mueller matrix polarization imaging experimental setup and evaluate its applicability to <italic>ex-vivo</italic> unstained glioma and non-glioma samples. They show that the enhancement effect is practically effective and useful when applied to the images of Mueller matrix elements, especially off-diagonal elements. Two indexes related to the contrast and the detailed texture showed significant improvement in image quality. This PIT image enhancement method was able to greatly improve the contrast, and through a detailed texture information of Mueller matrix images, useful clinical information could be obtained.</p>
<p>The second article investigates the application of intra-operative hyperspectral imaging as a label-free tissue differentiation method (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fnins.2023.1239764">MacCormac et al.</ext-link>). A lightfield hyperspectral camera (Cubert) was integrated into the neurosurgical workflow to allow the surgeon to capture <italic>in-vivo</italic> hyperspectral data (155 bands, 350&#x02013;1,000 nm) at 1.5 Hz. The system was evaluated in a pre-clinical setup (IDEAL 0) and during brain tumor surgery in one patient (IDEAL 1). Hyperspectral information was acquired from the cerebellum and associated meningioma with minimal disruption to the neurosurgical workflow, showing different spectral fingerprints related to the pathological status. This study opens the doors for further development of hyperspectral imaging that can provide real-time, wide-field, and label-free intra-operative imaging and tissue differentiation.</p>
<p>The third article is related to the guidance for glioma surgery through 5-aminolevulinic acid (5-ALA)-induced fluorescence, and particularly the blue-shifted spectral shape of protoporphyrin IX (PpIX) in relation to the emission peak at 620 nm (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fnins.2023.1261679">Suero Molina et al.</ext-link>). The authors reviewed more than 200,000 spectral images from various tumors measured in almost 600 biopsies of 130 patients and carefully considered the impact of autofluorescence crosstalk (flavin, lipofuscin, NADH and porphyrins derivatives) on PpIX620. This work highlights the complex interaction of various fluorophores in glioma with close emission spectra. But this method may produces an overestimation of PpIX620. There is a need for further investigations to gain a more comprehensive understanding of the spectral complexity in gliomas.</p>
<p>The last article reviews of the use of 5-ALA induced PpIX fluorescence spectroscopy in neurosurgery (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fnins.2024.1310282">Gautheron et al.</ext-link>). It gives an overview of the physics underlying fluorescence in biological tissues and focuses on 5-ALA induced PpIX fluorescence spectroscopy methods (intensity, spectral shape, time-resolved) and describes their specific features (hardware requirements, main processing methods) as well as their strengths and limitations. Finally, it addresses current clinical applications and future directions of 5-ALA induced PpIX fluorescence spectroscopy in neurosurgery.</p>
<p>Overall, the articles reviewed here emphasize that optical technologies provide intraoperative access to various imaging biomarkers that are crucial for clinical patient management during neurosurgery. Optical imaging has the potential to impact surgical guidance technologies.</p>
</body>
<back>
<sec sec-type="author-contributions" id="s1">
<title>Author contributions</title>
<p>BM: Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing. CC: Writing &#x02013; review &#x00026; editing. PV: Writing &#x02013; review &#x00026; editing.</p>
</sec>
<sec sec-type="funding-information" id="s2">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work has been funded in part by the Universit&#x000E9; de Lyon through program LABEX PRIMES under Grant ANR-11-LABX-0063 within the program Investissements d&#x00027;Avenir under Grant ANR-11-IDEX-0007, operated by the French National Research Agency (BM and CC); in part by France Life Imaging under Grant ANR-11-INBS-0006 within the program Infrastructures d&#x00027;Avenir en Biologie Sant&#x000E9;, operated by the French National Research Agency (BM and CC); and in part by a Cancer Prevention Research Institute of Texas Early Clinical Investigator grant &#x00023; RP220581 (PV) and National Institutes of Health Trailblazer grant &#x00023; 5R21EB034033 (PV).</p>
</sec>
<ack><p>The editors appreciate the contributions of all authors to this Research Topic, the constructive comments of all the reviewers, and the editorial support from Frontiers throughout the publication process.</p>
</ack>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s3">
<title>Publisher&#x00027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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