Hyperspectral data processing improves PpIX contrast during fluorescence guided surgery of human brain tumors
Fluorescence guided surgery (FGS) using aminolevulinic-acid (ALA) induced protoporphyrin IX (PpIX) provides intraoperative visual contrast between normal and malignant tissue during resection of high grade gliomas. However, maps of the PpIX biodistribution within the surgical field based on either v...
Gespeichert in:
Veröffentlicht in: | Scientific reports 2017-08, Vol.7 (1), p.9455-13, Article 9455 |
---|---|
Hauptverfasser: | , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 13 |
---|---|
container_issue | 1 |
container_start_page | 9455 |
container_title | Scientific reports |
container_volume | 7 |
creator | Bravo, J. J. Olson, J. D. Davis, S. C. Roberts, D. W. Paulsen, K. D. Kanick, S. C. |
description | Fluorescence guided surgery (FGS) using aminolevulinic-acid (ALA) induced protoporphyrin IX (PpIX) provides intraoperative visual contrast between normal and malignant tissue during resection of high grade gliomas. However, maps of the PpIX biodistribution within the surgical field based on either visual perception or the raw fluorescence emissions can be masked by background signals or distorted by variations in tissue optical properties. This study evaluates the impact of algorithmic processing of hyperspectral imaging acquisitions on the sensitivity and contrast of PpIX maps. Measurements in tissue-simulating phantoms showed that (I) spectral fitting enhanced PpIX sensitivity compared with visible or integrated fluorescence, (II) confidence-filtering automatically determined the lower limit of detection based on the strength of the PpIX spectral signature in the collected emission spectrum (0.014–0.041 μg/ml in phantoms), and (III) optical-property corrected PpIX estimates were more highly correlated with independent probe measurements (r = 0.98) than with spectral fitting alone (r = 0.91) or integrated fluorescence (r = 0.82). Application to
in vivo
case examples from clinical neurosurgeries revealed changes to the localization and contrast of PpIX maps, making concentrations accessible that were not visually apparent. Adoption of these methods has the potential to maintain sensitive and accurate visualization of PpIX contrast over the course of surgery. |
doi_str_mv | 10.1038/s41598-017-09727-8 |
format | Article |
fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_5572708</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1957295110</sourcerecordid><originalsourceid>FETCH-LOGICAL-c540t-570d6073f91d4f81a4ad5d1e81eeb083a0a50e872d95925d4ee346719b7dafaf3</originalsourceid><addsrcrecordid>eNp1kU-LFDEQxYMo7jLuF_AgAS9eWvN3klwEWdRdWNCDgreQ6VTP9tLdaVOdhfn2pp11GQVzSUK9vKqXHyEvOXvLmbTvUHHtbMO4aZgzwjT2CTkXTOlGSCGenpzPyAXiHatLC6e4e07OhLVKbI06J-PVYYaMM7RLDgONYQl0zqkFxH7a036sl3tA-nW-_kHbNFUVLjSWvFa7oaQM2MLUAt2XPkKkWPIe8oGmjt6WMUx0l0M_0aWMKeML8qwLA8LFw74h3z99_HZ51dx8-Xx9-eGmabViS6MNi1tmZOd4VJ3lQYWoIwfLAXbMysCCZmCNiE47oaMCkGpruNuZGLrQyQ15f_Sdy26EWAdc0_k592PIB59C7_-uTP2t36d7r3X9ytphQ948GOT0swAufuxrzmEIE6SCnjsprHROuip9_Y_0LpU81XhVVe2c5hXYhoijqs0JMUP3OAxnfgXqj0B9Bep_A_XrFK9OYzw--YOvCuRRgPMKBPJJ7__b_gIqgK6S</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1957295110</pqid></control><display><type>article</type><title>Hyperspectral data processing improves PpIX contrast during fluorescence guided surgery of human brain tumors</title><source>Nature Free</source><source>DOAJ Directory of Open Access Journals</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>PubMed Central</source><source>Alma/SFX Local Collection</source><source>Free Full-Text Journals in Chemistry</source><source>Springer Nature OA Free Journals</source><creator>Bravo, J. J. ; Olson, J. D. ; Davis, S. C. ; Roberts, D. W. ; Paulsen, K. D. ; Kanick, S. C.</creator><creatorcontrib>Bravo, J. J. ; Olson, J. D. ; Davis, S. C. ; Roberts, D. W. ; Paulsen, K. D. ; Kanick, S. C.</creatorcontrib><description>Fluorescence guided surgery (FGS) using aminolevulinic-acid (ALA) induced protoporphyrin IX (PpIX) provides intraoperative visual contrast between normal and malignant tissue during resection of high grade gliomas. However, maps of the PpIX biodistribution within the surgical field based on either visual perception or the raw fluorescence emissions can be masked by background signals or distorted by variations in tissue optical properties. This study evaluates the impact of algorithmic processing of hyperspectral imaging acquisitions on the sensitivity and contrast of PpIX maps. Measurements in tissue-simulating phantoms showed that (I) spectral fitting enhanced PpIX sensitivity compared with visible or integrated fluorescence, (II) confidence-filtering automatically determined the lower limit of detection based on the strength of the PpIX spectral signature in the collected emission spectrum (0.014–0.041 μg/ml in phantoms), and (III) optical-property corrected PpIX estimates were more highly correlated with independent probe measurements (r = 0.98) than with spectral fitting alone (r = 0.91) or integrated fluorescence (r = 0.82). Application to
in vivo
case examples from clinical neurosurgeries revealed changes to the localization and contrast of PpIX maps, making concentrations accessible that were not visually apparent. Adoption of these methods has the potential to maintain sensitive and accurate visualization of PpIX contrast over the course of surgery.</description><identifier>ISSN: 2045-2322</identifier><identifier>EISSN: 2045-2322</identifier><identifier>DOI: 10.1038/s41598-017-09727-8</identifier><identifier>PMID: 28842674</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>639/624/1107/527/1819 ; 639/624/1111/55 ; 692/53/2421 ; 692/700/1421/65 ; Brain cancer ; Brain tumors ; Data processing ; Emissions ; Fluorescence ; Glioma ; Humanities and Social Sciences ; Localization ; multidisciplinary ; Neuroimaging ; Optical properties ; Protoporphyrin ; Protoporphyrin IX ; Science ; Science (multidisciplinary) ; Surgery ; Visual perception</subject><ispartof>Scientific reports, 2017-08, Vol.7 (1), p.9455-13, Article 9455</ispartof><rights>The Author(s) 2017</rights><rights>2017. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c540t-570d6073f91d4f81a4ad5d1e81eeb083a0a50e872d95925d4ee346719b7dafaf3</citedby><cites>FETCH-LOGICAL-c540t-570d6073f91d4f81a4ad5d1e81eeb083a0a50e872d95925d4ee346719b7dafaf3</cites><orcidid>0000-0001-8433-7118 ; 0000-0002-3881-4910 ; 0000-0002-2046-8298</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5572708/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5572708/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,27901,27902,41096,42165,51551,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/28842674$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Bravo, J. J.</creatorcontrib><creatorcontrib>Olson, J. D.</creatorcontrib><creatorcontrib>Davis, S. C.</creatorcontrib><creatorcontrib>Roberts, D. W.</creatorcontrib><creatorcontrib>Paulsen, K. D.</creatorcontrib><creatorcontrib>Kanick, S. C.</creatorcontrib><title>Hyperspectral data processing improves PpIX contrast during fluorescence guided surgery of human brain tumors</title><title>Scientific reports</title><addtitle>Sci Rep</addtitle><addtitle>Sci Rep</addtitle><description>Fluorescence guided surgery (FGS) using aminolevulinic-acid (ALA) induced protoporphyrin IX (PpIX) provides intraoperative visual contrast between normal and malignant tissue during resection of high grade gliomas. However, maps of the PpIX biodistribution within the surgical field based on either visual perception or the raw fluorescence emissions can be masked by background signals or distorted by variations in tissue optical properties. This study evaluates the impact of algorithmic processing of hyperspectral imaging acquisitions on the sensitivity and contrast of PpIX maps. Measurements in tissue-simulating phantoms showed that (I) spectral fitting enhanced PpIX sensitivity compared with visible or integrated fluorescence, (II) confidence-filtering automatically determined the lower limit of detection based on the strength of the PpIX spectral signature in the collected emission spectrum (0.014–0.041 μg/ml in phantoms), and (III) optical-property corrected PpIX estimates were more highly correlated with independent probe measurements (r = 0.98) than with spectral fitting alone (r = 0.91) or integrated fluorescence (r = 0.82). Application to
in vivo
case examples from clinical neurosurgeries revealed changes to the localization and contrast of PpIX maps, making concentrations accessible that were not visually apparent. Adoption of these methods has the potential to maintain sensitive and accurate visualization of PpIX contrast over the course of surgery.</description><subject>639/624/1107/527/1819</subject><subject>639/624/1111/55</subject><subject>692/53/2421</subject><subject>692/700/1421/65</subject><subject>Brain cancer</subject><subject>Brain tumors</subject><subject>Data processing</subject><subject>Emissions</subject><subject>Fluorescence</subject><subject>Glioma</subject><subject>Humanities and Social Sciences</subject><subject>Localization</subject><subject>multidisciplinary</subject><subject>Neuroimaging</subject><subject>Optical properties</subject><subject>Protoporphyrin</subject><subject>Protoporphyrin IX</subject><subject>Science</subject><subject>Science (multidisciplinary)</subject><subject>Surgery</subject><subject>Visual perception</subject><issn>2045-2322</issn><issn>2045-2322</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><sourceid>C6C</sourceid><sourceid>BENPR</sourceid><recordid>eNp1kU-LFDEQxYMo7jLuF_AgAS9eWvN3klwEWdRdWNCDgreQ6VTP9tLdaVOdhfn2pp11GQVzSUK9vKqXHyEvOXvLmbTvUHHtbMO4aZgzwjT2CTkXTOlGSCGenpzPyAXiHatLC6e4e07OhLVKbI06J-PVYYaMM7RLDgONYQl0zqkFxH7a036sl3tA-nW-_kHbNFUVLjSWvFa7oaQM2MLUAt2XPkKkWPIe8oGmjt6WMUx0l0M_0aWMKeML8qwLA8LFw74h3z99_HZ51dx8-Xx9-eGmabViS6MNi1tmZOd4VJ3lQYWoIwfLAXbMysCCZmCNiE47oaMCkGpruNuZGLrQyQ15f_Sdy26EWAdc0_k592PIB59C7_-uTP2t36d7r3X9ytphQ948GOT0swAufuxrzmEIE6SCnjsprHROuip9_Y_0LpU81XhVVe2c5hXYhoijqs0JMUP3OAxnfgXqj0B9Bep_A_XrFK9OYzw--YOvCuRRgPMKBPJJ7__b_gIqgK6S</recordid><startdate>20170825</startdate><enddate>20170825</enddate><creator>Bravo, J. J.</creator><creator>Olson, J. D.</creator><creator>Davis, S. C.</creator><creator>Roberts, D. W.</creator><creator>Paulsen, K. D.</creator><creator>Kanick, S. C.</creator><general>Nature Publishing Group UK</general><general>Nature Publishing Group</general><scope>C6C</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88E</scope><scope>88I</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M2P</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0001-8433-7118</orcidid><orcidid>https://orcid.org/0000-0002-3881-4910</orcidid><orcidid>https://orcid.org/0000-0002-2046-8298</orcidid></search><sort><creationdate>20170825</creationdate><title>Hyperspectral data processing improves PpIX contrast during fluorescence guided surgery of human brain tumors</title><author>Bravo, J. J. ; Olson, J. D. ; Davis, S. C. ; Roberts, D. W. ; Paulsen, K. D. ; Kanick, S. C.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c540t-570d6073f91d4f81a4ad5d1e81eeb083a0a50e872d95925d4ee346719b7dafaf3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>639/624/1107/527/1819</topic><topic>639/624/1111/55</topic><topic>692/53/2421</topic><topic>692/700/1421/65</topic><topic>Brain cancer</topic><topic>Brain tumors</topic><topic>Data processing</topic><topic>Emissions</topic><topic>Fluorescence</topic><topic>Glioma</topic><topic>Humanities and Social Sciences</topic><topic>Localization</topic><topic>multidisciplinary</topic><topic>Neuroimaging</topic><topic>Optical properties</topic><topic>Protoporphyrin</topic><topic>Protoporphyrin IX</topic><topic>Science</topic><topic>Science (multidisciplinary)</topic><topic>Surgery</topic><topic>Visual perception</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bravo, J. J.</creatorcontrib><creatorcontrib>Olson, J. D.</creatorcontrib><creatorcontrib>Davis, S. C.</creatorcontrib><creatorcontrib>Roberts, D. W.</creatorcontrib><creatorcontrib>Paulsen, K. D.</creatorcontrib><creatorcontrib>Kanick, S. C.</creatorcontrib><collection>Springer Nature OA Free Journals</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Biology Database (Alumni Edition)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Science Database</collection><collection>Biological Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Scientific reports</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bravo, J. J.</au><au>Olson, J. D.</au><au>Davis, S. C.</au><au>Roberts, D. W.</au><au>Paulsen, K. D.</au><au>Kanick, S. C.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Hyperspectral data processing improves PpIX contrast during fluorescence guided surgery of human brain tumors</atitle><jtitle>Scientific reports</jtitle><stitle>Sci Rep</stitle><addtitle>Sci Rep</addtitle><date>2017-08-25</date><risdate>2017</risdate><volume>7</volume><issue>1</issue><spage>9455</spage><epage>13</epage><pages>9455-13</pages><artnum>9455</artnum><issn>2045-2322</issn><eissn>2045-2322</eissn><abstract>Fluorescence guided surgery (FGS) using aminolevulinic-acid (ALA) induced protoporphyrin IX (PpIX) provides intraoperative visual contrast between normal and malignant tissue during resection of high grade gliomas. However, maps of the PpIX biodistribution within the surgical field based on either visual perception or the raw fluorescence emissions can be masked by background signals or distorted by variations in tissue optical properties. This study evaluates the impact of algorithmic processing of hyperspectral imaging acquisitions on the sensitivity and contrast of PpIX maps. Measurements in tissue-simulating phantoms showed that (I) spectral fitting enhanced PpIX sensitivity compared with visible or integrated fluorescence, (II) confidence-filtering automatically determined the lower limit of detection based on the strength of the PpIX spectral signature in the collected emission spectrum (0.014–0.041 μg/ml in phantoms), and (III) optical-property corrected PpIX estimates were more highly correlated with independent probe measurements (r = 0.98) than with spectral fitting alone (r = 0.91) or integrated fluorescence (r = 0.82). Application to
in vivo
case examples from clinical neurosurgeries revealed changes to the localization and contrast of PpIX maps, making concentrations accessible that were not visually apparent. Adoption of these methods has the potential to maintain sensitive and accurate visualization of PpIX contrast over the course of surgery.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>28842674</pmid><doi>10.1038/s41598-017-09727-8</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0001-8433-7118</orcidid><orcidid>https://orcid.org/0000-0002-3881-4910</orcidid><orcidid>https://orcid.org/0000-0002-2046-8298</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2045-2322 |
ispartof | Scientific reports, 2017-08, Vol.7 (1), p.9455-13, Article 9455 |
issn | 2045-2322 2045-2322 |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_5572708 |
source | Nature Free; DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; PubMed Central; Alma/SFX Local Collection; Free Full-Text Journals in Chemistry; Springer Nature OA Free Journals |
subjects | 639/624/1107/527/1819 639/624/1111/55 692/53/2421 692/700/1421/65 Brain cancer Brain tumors Data processing Emissions Fluorescence Glioma Humanities and Social Sciences Localization multidisciplinary Neuroimaging Optical properties Protoporphyrin Protoporphyrin IX Science Science (multidisciplinary) Surgery Visual perception |
title | Hyperspectral data processing improves PpIX contrast during fluorescence guided surgery of human brain tumors |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-09T02%3A11%3A54IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Hyperspectral%20data%20processing%20improves%20PpIX%20contrast%20during%20fluorescence%20guided%20surgery%20of%20human%20brain%20tumors&rft.jtitle=Scientific%20reports&rft.au=Bravo,%20J.%20J.&rft.date=2017-08-25&rft.volume=7&rft.issue=1&rft.spage=9455&rft.epage=13&rft.pages=9455-13&rft.artnum=9455&rft.issn=2045-2322&rft.eissn=2045-2322&rft_id=info:doi/10.1038/s41598-017-09727-8&rft_dat=%3Cproquest_pubme%3E1957295110%3C/proquest_pubme%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1957295110&rft_id=info:pmid/28842674&rfr_iscdi=true |