Immunohistochemistry-based hypoxia-immune prognostic classifier for head-and-neck cancer patients undergoing chemoradiation – Post-hoc analysis from a prospective imaging trial
•Low CAIX and high TIL levels independently result in superior locoregional control.•The CAIX-TIL classifier exhibits a superior predictive power than each marker alone.•The classifier stratifies between three distinct prognostic groups.•Baseline CAIX levels correlate with [18F]FMISO SUV in week 2 o...
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creator | Rühle, Alexander Grosu, Anca-L. Wiedenmann, Nicole Stoian, Raluca Haehl, Erik Zamboglou, Constantinos Baltas, Dimos Werner, Martin Kayser, Gian Nicolay, Nils H. |
description | •Low CAIX and high TIL levels independently result in superior locoregional control.•The CAIX-TIL classifier exhibits a superior predictive power than each marker alone.•The classifier stratifies between three distinct prognostic groups.•Baseline CAIX levels correlate with [18F]FMISO SUV in week 2 of chemoradiation.
As both tumor hypoxia and an immunosuppressing tumor microenvironment hamper the anti-tumor activity of radiotherapy in head-and-neck squamous cell carcinoma (HNSCC), we aimed to develop an immunohistochemistry-based hypoxia-immune classifier.
39 patients receiving definitive chemoradiation for HNSCC within a prospective trial were included in this analysis. Baseline tumor samples were analyzed for the hypoxia marker carbonic anhydrase IX (CAIX) and tumor-infiltrating lymphocytes (TILs) and were correlated with [18F]-misonidazole ([18F]FMISO) PET measurements. The impact of the biomarkers on the locoregional control (LRC) was examined using Cox analyses and concordance index statistics.
Low CAIX (HR = 0.352, 95%CI 0.124–1.001, p = 0.050) and high TIL levels (HR = 0.308, 95%CI 0.114–0.828, p = 0.020) were independent parameters for improved LRC and did not correlate with each other (Spearman’s ρ = 0.034, p = 0.846). Harrell’s C was 0.66 for CAIX and TIL levels alone and 0.71 for the combination. 2-year LRC was 73%, 62% and 11% for the prognostically good (CAIXlow/TILhigh), intermediate (CAIXlow/TILlow or CAIXhigh/TILhigh) and poor groups (CAIXhigh/TILlow), respectively (p = 0.001). Focusing on T lymphocytes, the hypoxia-immune classifier could still stratify between favorable (CAIXlow/CD3 + TILhigh), intermediate (CAIXlow/CD3 + TILlow or CAIXhigh/CD3 + TILhigh) and poor subgroups (CAIXhigh/CD3 + TILlow) with a 2-year LRC of 80%, 59% and 14%, respectively (p = 0.001). There was a positive correlation between baseline CAIX levels and [18F]FMISO SUV in week 2 of chemoradiation (ρ = 0.324, p = 0.050), indicating an association between higher baseline CAIX expression and tumor hypoxia persistence.
We developed a clinically feasible hypoxia-immune prognostic classifier for HNSCC patients based on pre-treatment immunohistochemistry. However, external validation is required to determine the prognostic value and the potential usage for personalized radiation oncology. |
doi_str_mv | 10.1016/j.radonc.2021.03.014 |
format | Article |
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As both tumor hypoxia and an immunosuppressing tumor microenvironment hamper the anti-tumor activity of radiotherapy in head-and-neck squamous cell carcinoma (HNSCC), we aimed to develop an immunohistochemistry-based hypoxia-immune classifier.
39 patients receiving definitive chemoradiation for HNSCC within a prospective trial were included in this analysis. Baseline tumor samples were analyzed for the hypoxia marker carbonic anhydrase IX (CAIX) and tumor-infiltrating lymphocytes (TILs) and were correlated with [18F]-misonidazole ([18F]FMISO) PET measurements. The impact of the biomarkers on the locoregional control (LRC) was examined using Cox analyses and concordance index statistics.
Low CAIX (HR = 0.352, 95%CI 0.124–1.001, p = 0.050) and high TIL levels (HR = 0.308, 95%CI 0.114–0.828, p = 0.020) were independent parameters for improved LRC and did not correlate with each other (Spearman’s ρ = 0.034, p = 0.846). Harrell’s C was 0.66 for CAIX and TIL levels alone and 0.71 for the combination. 2-year LRC was 73%, 62% and 11% for the prognostically good (CAIXlow/TILhigh), intermediate (CAIXlow/TILlow or CAIXhigh/TILhigh) and poor groups (CAIXhigh/TILlow), respectively (p = 0.001). Focusing on T lymphocytes, the hypoxia-immune classifier could still stratify between favorable (CAIXlow/CD3 + TILhigh), intermediate (CAIXlow/CD3 + TILlow or CAIXhigh/CD3 + TILhigh) and poor subgroups (CAIXhigh/CD3 + TILlow) with a 2-year LRC of 80%, 59% and 14%, respectively (p = 0.001). There was a positive correlation between baseline CAIX levels and [18F]FMISO SUV in week 2 of chemoradiation (ρ = 0.324, p = 0.050), indicating an association between higher baseline CAIX expression and tumor hypoxia persistence.
We developed a clinically feasible hypoxia-immune prognostic classifier for HNSCC patients based on pre-treatment immunohistochemistry. However, external validation is required to determine the prognostic value and the potential usage for personalized radiation oncology.</description><identifier>ISSN: 0167-8140</identifier><identifier>EISSN: 1879-0887</identifier><identifier>DOI: 10.1016/j.radonc.2021.03.014</identifier><identifier>PMID: 33753155</identifier><language>eng</language><publisher>Ireland: Elsevier B.V</publisher><subject>Biomarkers, Tumor ; Carbonic Anhydrase IX ; FMISO PET ; Head and Neck Neoplasms - diagnostic imaging ; Head and Neck Neoplasms - therapy ; Head-and-neck squamous cell carcinoma ; Humans ; Hypoxia ; Immunohistochemistry ; Positron-Emission Tomography ; Prognosis ; Prospective Studies ; Radiotherapy biomarker ; Tumor Microenvironment ; Tumor-infiltrating lymphocytes</subject><ispartof>Radiotherapy and oncology, 2021-06, Vol.159, p.75-81</ispartof><rights>2021 Elsevier B.V.</rights><rights>Copyright © 2021 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c362t-34c94078458ddc9debc42bc11fea8592d5162c9fbae9e1648aed9d6fd2b0f38e3</citedby><cites>FETCH-LOGICAL-c362t-34c94078458ddc9debc42bc11fea8592d5162c9fbae9e1648aed9d6fd2b0f38e3</cites><orcidid>0000-0002-2222-7324 ; 0000-0003-2550-1410 ; 0000-0002-3727-6321 ; 0000-0003-2255-2255</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.radonc.2021.03.014$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33753155$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Rühle, Alexander</creatorcontrib><creatorcontrib>Grosu, Anca-L.</creatorcontrib><creatorcontrib>Wiedenmann, Nicole</creatorcontrib><creatorcontrib>Stoian, Raluca</creatorcontrib><creatorcontrib>Haehl, Erik</creatorcontrib><creatorcontrib>Zamboglou, Constantinos</creatorcontrib><creatorcontrib>Baltas, Dimos</creatorcontrib><creatorcontrib>Werner, Martin</creatorcontrib><creatorcontrib>Kayser, Gian</creatorcontrib><creatorcontrib>Nicolay, Nils H.</creatorcontrib><title>Immunohistochemistry-based hypoxia-immune prognostic classifier for head-and-neck cancer patients undergoing chemoradiation – Post-hoc analysis from a prospective imaging trial</title><title>Radiotherapy and oncology</title><addtitle>Radiother Oncol</addtitle><description>•Low CAIX and high TIL levels independently result in superior locoregional control.•The CAIX-TIL classifier exhibits a superior predictive power than each marker alone.•The classifier stratifies between three distinct prognostic groups.•Baseline CAIX levels correlate with [18F]FMISO SUV in week 2 of chemoradiation.
As both tumor hypoxia and an immunosuppressing tumor microenvironment hamper the anti-tumor activity of radiotherapy in head-and-neck squamous cell carcinoma (HNSCC), we aimed to develop an immunohistochemistry-based hypoxia-immune classifier.
39 patients receiving definitive chemoradiation for HNSCC within a prospective trial were included in this analysis. Baseline tumor samples were analyzed for the hypoxia marker carbonic anhydrase IX (CAIX) and tumor-infiltrating lymphocytes (TILs) and were correlated with [18F]-misonidazole ([18F]FMISO) PET measurements. The impact of the biomarkers on the locoregional control (LRC) was examined using Cox analyses and concordance index statistics.
Low CAIX (HR = 0.352, 95%CI 0.124–1.001, p = 0.050) and high TIL levels (HR = 0.308, 95%CI 0.114–0.828, p = 0.020) were independent parameters for improved LRC and did not correlate with each other (Spearman’s ρ = 0.034, p = 0.846). Harrell’s C was 0.66 for CAIX and TIL levels alone and 0.71 for the combination. 2-year LRC was 73%, 62% and 11% for the prognostically good (CAIXlow/TILhigh), intermediate (CAIXlow/TILlow or CAIXhigh/TILhigh) and poor groups (CAIXhigh/TILlow), respectively (p = 0.001). Focusing on T lymphocytes, the hypoxia-immune classifier could still stratify between favorable (CAIXlow/CD3 + TILhigh), intermediate (CAIXlow/CD3 + TILlow or CAIXhigh/CD3 + TILhigh) and poor subgroups (CAIXhigh/CD3 + TILlow) with a 2-year LRC of 80%, 59% and 14%, respectively (p = 0.001). There was a positive correlation between baseline CAIX levels and [18F]FMISO SUV in week 2 of chemoradiation (ρ = 0.324, p = 0.050), indicating an association between higher baseline CAIX expression and tumor hypoxia persistence.
We developed a clinically feasible hypoxia-immune prognostic classifier for HNSCC patients based on pre-treatment immunohistochemistry. However, external validation is required to determine the prognostic value and the potential usage for personalized radiation oncology.</description><subject>Biomarkers, Tumor</subject><subject>Carbonic Anhydrase IX</subject><subject>FMISO PET</subject><subject>Head and Neck Neoplasms - diagnostic imaging</subject><subject>Head and Neck Neoplasms - therapy</subject><subject>Head-and-neck squamous cell carcinoma</subject><subject>Humans</subject><subject>Hypoxia</subject><subject>Immunohistochemistry</subject><subject>Positron-Emission Tomography</subject><subject>Prognosis</subject><subject>Prospective Studies</subject><subject>Radiotherapy biomarker</subject><subject>Tumor Microenvironment</subject><subject>Tumor-infiltrating lymphocytes</subject><issn>0167-8140</issn><issn>1879-0887</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9UcuO1DAQtBCIHRb-ACEfuTjYsfO6IKEVLCutBAc4W067M_GQ2MHOrJgb_8Cf8El8yTqahSOnPnRVV3UVIS8FLwQX9ZtDEY0NHoqSl6LgsuBCPSI70TYd423bPCa7DGtYKxS_IM9SOnDOSy6bp-RCyqaSoqp25PfNPB99GF1aA4w45xlPrDcJLR1PS_jhDHMbBOkSw96HtDqgMJmU3OAw0iFEOqKxzHjLPMI3CsZDXixmdejXRI_eYtwH5_d0UwjZtsu74Omfn7_o53yRjQGo8WY6JZfoEMNMzSaXFoTV3SF1s9lv_DU6Mz0nTwYzJXzxMC_J1w_vv1x9ZLefrm-u3t0ykHW5MqmgU7xpVdVaC53FHlTZgxADmrbqSluJuoRu6A12KGrVGrSdrQdb9nyQLcpL8vp8Nzv5fsS06pwO4DQZj-GYdFlxJVWOV2SoOkMhm04RB73E7DmetOB6a0sf9LktvbWludS5rUx79aBw7Ge0_0h_68mAt2cA5j_vctw6QQ4V0LqYo9E2uP8r3AOvAa9K</recordid><startdate>202106</startdate><enddate>202106</enddate><creator>Rühle, Alexander</creator><creator>Grosu, Anca-L.</creator><creator>Wiedenmann, Nicole</creator><creator>Stoian, Raluca</creator><creator>Haehl, Erik</creator><creator>Zamboglou, Constantinos</creator><creator>Baltas, Dimos</creator><creator>Werner, Martin</creator><creator>Kayser, Gian</creator><creator>Nicolay, Nils H.</creator><general>Elsevier B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-2222-7324</orcidid><orcidid>https://orcid.org/0000-0003-2550-1410</orcidid><orcidid>https://orcid.org/0000-0002-3727-6321</orcidid><orcidid>https://orcid.org/0000-0003-2255-2255</orcidid></search><sort><creationdate>202106</creationdate><title>Immunohistochemistry-based hypoxia-immune prognostic classifier for head-and-neck cancer patients undergoing chemoradiation – Post-hoc analysis from a prospective imaging trial</title><author>Rühle, Alexander ; Grosu, Anca-L. ; Wiedenmann, Nicole ; Stoian, Raluca ; Haehl, Erik ; Zamboglou, Constantinos ; Baltas, Dimos ; Werner, Martin ; Kayser, Gian ; Nicolay, Nils H.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c362t-34c94078458ddc9debc42bc11fea8592d5162c9fbae9e1648aed9d6fd2b0f38e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Biomarkers, Tumor</topic><topic>Carbonic Anhydrase IX</topic><topic>FMISO PET</topic><topic>Head and Neck Neoplasms - diagnostic imaging</topic><topic>Head and Neck Neoplasms - therapy</topic><topic>Head-and-neck squamous cell carcinoma</topic><topic>Humans</topic><topic>Hypoxia</topic><topic>Immunohistochemistry</topic><topic>Positron-Emission Tomography</topic><topic>Prognosis</topic><topic>Prospective Studies</topic><topic>Radiotherapy biomarker</topic><topic>Tumor Microenvironment</topic><topic>Tumor-infiltrating lymphocytes</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Rühle, Alexander</creatorcontrib><creatorcontrib>Grosu, Anca-L.</creatorcontrib><creatorcontrib>Wiedenmann, Nicole</creatorcontrib><creatorcontrib>Stoian, Raluca</creatorcontrib><creatorcontrib>Haehl, Erik</creatorcontrib><creatorcontrib>Zamboglou, Constantinos</creatorcontrib><creatorcontrib>Baltas, Dimos</creatorcontrib><creatorcontrib>Werner, Martin</creatorcontrib><creatorcontrib>Kayser, Gian</creatorcontrib><creatorcontrib>Nicolay, Nils H.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Radiotherapy and oncology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Rühle, Alexander</au><au>Grosu, Anca-L.</au><au>Wiedenmann, Nicole</au><au>Stoian, Raluca</au><au>Haehl, Erik</au><au>Zamboglou, Constantinos</au><au>Baltas, Dimos</au><au>Werner, Martin</au><au>Kayser, Gian</au><au>Nicolay, Nils H.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Immunohistochemistry-based hypoxia-immune prognostic classifier for head-and-neck cancer patients undergoing chemoradiation – Post-hoc analysis from a prospective imaging trial</atitle><jtitle>Radiotherapy and oncology</jtitle><addtitle>Radiother Oncol</addtitle><date>2021-06</date><risdate>2021</risdate><volume>159</volume><spage>75</spage><epage>81</epage><pages>75-81</pages><issn>0167-8140</issn><eissn>1879-0887</eissn><abstract>•Low CAIX and high TIL levels independently result in superior locoregional control.•The CAIX-TIL classifier exhibits a superior predictive power than each marker alone.•The classifier stratifies between three distinct prognostic groups.•Baseline CAIX levels correlate with [18F]FMISO SUV in week 2 of chemoradiation.
As both tumor hypoxia and an immunosuppressing tumor microenvironment hamper the anti-tumor activity of radiotherapy in head-and-neck squamous cell carcinoma (HNSCC), we aimed to develop an immunohistochemistry-based hypoxia-immune classifier.
39 patients receiving definitive chemoradiation for HNSCC within a prospective trial were included in this analysis. Baseline tumor samples were analyzed for the hypoxia marker carbonic anhydrase IX (CAIX) and tumor-infiltrating lymphocytes (TILs) and were correlated with [18F]-misonidazole ([18F]FMISO) PET measurements. The impact of the biomarkers on the locoregional control (LRC) was examined using Cox analyses and concordance index statistics.
Low CAIX (HR = 0.352, 95%CI 0.124–1.001, p = 0.050) and high TIL levels (HR = 0.308, 95%CI 0.114–0.828, p = 0.020) were independent parameters for improved LRC and did not correlate with each other (Spearman’s ρ = 0.034, p = 0.846). Harrell’s C was 0.66 for CAIX and TIL levels alone and 0.71 for the combination. 2-year LRC was 73%, 62% and 11% for the prognostically good (CAIXlow/TILhigh), intermediate (CAIXlow/TILlow or CAIXhigh/TILhigh) and poor groups (CAIXhigh/TILlow), respectively (p = 0.001). Focusing on T lymphocytes, the hypoxia-immune classifier could still stratify between favorable (CAIXlow/CD3 + TILhigh), intermediate (CAIXlow/CD3 + TILlow or CAIXhigh/CD3 + TILhigh) and poor subgroups (CAIXhigh/CD3 + TILlow) with a 2-year LRC of 80%, 59% and 14%, respectively (p = 0.001). There was a positive correlation between baseline CAIX levels and [18F]FMISO SUV in week 2 of chemoradiation (ρ = 0.324, p = 0.050), indicating an association between higher baseline CAIX expression and tumor hypoxia persistence.
We developed a clinically feasible hypoxia-immune prognostic classifier for HNSCC patients based on pre-treatment immunohistochemistry. However, external validation is required to determine the prognostic value and the potential usage for personalized radiation oncology.</abstract><cop>Ireland</cop><pub>Elsevier B.V</pub><pmid>33753155</pmid><doi>10.1016/j.radonc.2021.03.014</doi><tpages>7</tpages><orcidid>https://orcid.org/0000-0002-2222-7324</orcidid><orcidid>https://orcid.org/0000-0003-2550-1410</orcidid><orcidid>https://orcid.org/0000-0002-3727-6321</orcidid><orcidid>https://orcid.org/0000-0003-2255-2255</orcidid></addata></record> |
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subjects | Biomarkers, Tumor Carbonic Anhydrase IX FMISO PET Head and Neck Neoplasms - diagnostic imaging Head and Neck Neoplasms - therapy Head-and-neck squamous cell carcinoma Humans Hypoxia Immunohistochemistry Positron-Emission Tomography Prognosis Prospective Studies Radiotherapy biomarker Tumor Microenvironment Tumor-infiltrating lymphocytes |
title | Immunohistochemistry-based hypoxia-immune prognostic classifier for head-and-neck cancer patients undergoing chemoradiation – Post-hoc analysis from a prospective imaging trial |
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