Functional Engagement of the PD-1/PD-L1 Complex But Not PD-L1 Expression Is Highly Predictive of Patient Response to Immunotherapy in Non-Small-Cell Lung Cancer
In many cancers, the expression of immunomodulatory ligands leads to immunoevasion, as exemplified by the interaction of PD-L1 with PD-1 on tumor-infiltrating lymphocytes. Profound advances in cancer treatments have come with the advent of immunotherapies directed at blocking these immuno-suppressiv...
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creator | Sánchez-Magraner, Lissete Gumuzio, Juan Miles, James Quimi, Nicole Martínez Del Prado, Purificación Abad-Villar, María Teresa Pikabea, Fernando Ortega, Laura Etxezarraga, Carmen Martín-Algarra, Salvador Lozano, María D Saiz-Camin, Mónica Egurrola-Izquierdo, Mikel Barredo-Santamaría, Inmaculada Saiz-López, Alberto Gomez-Mediavilla, Jenifer Segues-Merino, Nerea Juaristi-Abaunz, María Aranzazu Urruticoechea, Ander Geraedts, Erica J van Elst, Kim Claessens, Niels J M Italiano, Antoine Applebee, Christopher J Del Castillo, Sandra Evans, Charles Aguirre, Fernando Parker, Peter J Calleja, Véronique |
description | In many cancers, the expression of immunomodulatory ligands leads to immunoevasion, as exemplified by the interaction of PD-L1 with PD-1 on tumor-infiltrating lymphocytes. Profound advances in cancer treatments have come with the advent of immunotherapies directed at blocking these immuno-suppressive ligand-receptor interactions. However, although there has been success in the use of these immune checkpoint interventions, correct patient stratification for these therapies has been challenging.
To address this issue of patient stratification, we have quantified the intercellular PD-1/PD-L1 interaction in formalin-fixed paraffin-embedded tumor samples from patients with non-small cell lung carcinoma, using a high-throughput automated quantitative imaging platform (quantitative functional proteomics [QF-Pro]).
The multisite blinded analysis across a cohort of 188 immune checkpoint inhibitor-treated patients demonstrated the intra- and intertumoral heterogeneity of PD-1/PD-L1 immune checkpoint engagement and notably showed no correlation between the extent of PD-1/PD-L1 interaction and PD-L1 expression. Importantly, PD-L1 expression scores used clinically to stratify patients correlated poorly with overall survival; by contrast, patients showing a high PD-1/PD-L1 interaction had significantly better responses to anti-PD-1/PD-L1 treatments, as evidenced by increased overall survival. This relationship was particularly strong in the setting of first-line treatments.
The functional readout of PD-1/PD-L1 interaction as a predictive biomarker for the stratification of patients with non-small-cell lung carcinoma, combined with PD-L1 expression, should significantly improve the response rates to immunotherapy. This would both capture patients excluded from checkpoint immunotherapy (high PD-1/PD-L1 interaction but low PD-L1 expression, 24% of patients) and additionally avoid treating patients who despite their high PD-L1 expression do not respond and suffer from side effects. |
doi_str_mv | 10.1200/JCO.22.01748 |
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To address this issue of patient stratification, we have quantified the intercellular PD-1/PD-L1 interaction in formalin-fixed paraffin-embedded tumor samples from patients with non-small cell lung carcinoma, using a high-throughput automated quantitative imaging platform (quantitative functional proteomics [QF-Pro]).
The multisite blinded analysis across a cohort of 188 immune checkpoint inhibitor-treated patients demonstrated the intra- and intertumoral heterogeneity of PD-1/PD-L1 immune checkpoint engagement and notably showed no correlation between the extent of PD-1/PD-L1 interaction and PD-L1 expression. Importantly, PD-L1 expression scores used clinically to stratify patients correlated poorly with overall survival; by contrast, patients showing a high PD-1/PD-L1 interaction had significantly better responses to anti-PD-1/PD-L1 treatments, as evidenced by increased overall survival. This relationship was particularly strong in the setting of first-line treatments.
The functional readout of PD-1/PD-L1 interaction as a predictive biomarker for the stratification of patients with non-small-cell lung carcinoma, combined with PD-L1 expression, should significantly improve the response rates to immunotherapy. This would both capture patients excluded from checkpoint immunotherapy (high PD-1/PD-L1 interaction but low PD-L1 expression, 24% of patients) and additionally avoid treating patients who despite their high PD-L1 expression do not respond and suffer from side effects.</description><identifier>ISSN: 0732-183X</identifier><identifier>EISSN: 1527-7755</identifier><identifier>DOI: 10.1200/JCO.22.01748</identifier><identifier>PMID: 36821809</identifier><language>eng</language><publisher>United States: Wolters Kluwer Health</publisher><subject>B7-H1 Antigen ; Carcinoma, Non-Small-Cell Lung - drug therapy ; Humans ; Immunotherapy - methods ; Lung Neoplasms - drug therapy ; ORIGINAL REPORTS</subject><ispartof>Journal of clinical oncology, 2023-05, Vol.41 (14), p.2561-2570</ispartof><rights>2023 by American Society of Clinical Oncology 2023 American Society of Clinical Oncology</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c428t-f53758cbfc4d969bb72df2563d06040693107066f2f6f2615f211242ee05d9213</citedby><cites>FETCH-LOGICAL-c428t-f53758cbfc4d969bb72df2563d06040693107066f2f6f2615f211242ee05d9213</cites><orcidid>0000-0002-6680-1404 ; 0000-0003-1258-0025 ; 0000-0001-9161-9113 ; 0000-0002-1088-2751 ; 0000-0002-4960-9429 ; 0000-0002-8540-5351 ; 0000-0002-6218-2933 ; 0000-0002-6537-2660 ; 0000-0001-9083-4284</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,777,781,882,3716,27905,27906</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36821809$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Sánchez-Magraner, Lissete</creatorcontrib><creatorcontrib>Gumuzio, Juan</creatorcontrib><creatorcontrib>Miles, James</creatorcontrib><creatorcontrib>Quimi, Nicole</creatorcontrib><creatorcontrib>Martínez Del Prado, Purificación</creatorcontrib><creatorcontrib>Abad-Villar, María Teresa</creatorcontrib><creatorcontrib>Pikabea, Fernando</creatorcontrib><creatorcontrib>Ortega, Laura</creatorcontrib><creatorcontrib>Etxezarraga, Carmen</creatorcontrib><creatorcontrib>Martín-Algarra, Salvador</creatorcontrib><creatorcontrib>Lozano, María D</creatorcontrib><creatorcontrib>Saiz-Camin, Mónica</creatorcontrib><creatorcontrib>Egurrola-Izquierdo, Mikel</creatorcontrib><creatorcontrib>Barredo-Santamaría, Inmaculada</creatorcontrib><creatorcontrib>Saiz-López, Alberto</creatorcontrib><creatorcontrib>Gomez-Mediavilla, Jenifer</creatorcontrib><creatorcontrib>Segues-Merino, Nerea</creatorcontrib><creatorcontrib>Juaristi-Abaunz, María Aranzazu</creatorcontrib><creatorcontrib>Urruticoechea, Ander</creatorcontrib><creatorcontrib>Geraedts, Erica J</creatorcontrib><creatorcontrib>van Elst, Kim</creatorcontrib><creatorcontrib>Claessens, Niels J M</creatorcontrib><creatorcontrib>Italiano, Antoine</creatorcontrib><creatorcontrib>Applebee, Christopher J</creatorcontrib><creatorcontrib>Del Castillo, Sandra</creatorcontrib><creatorcontrib>Evans, Charles</creatorcontrib><creatorcontrib>Aguirre, Fernando</creatorcontrib><creatorcontrib>Parker, Peter J</creatorcontrib><creatorcontrib>Calleja, Véronique</creatorcontrib><title>Functional Engagement of the PD-1/PD-L1 Complex But Not PD-L1 Expression Is Highly Predictive of Patient Response to Immunotherapy in Non-Small-Cell Lung Cancer</title><title>Journal of clinical oncology</title><addtitle>J Clin Oncol</addtitle><description>In many cancers, the expression of immunomodulatory ligands leads to immunoevasion, as exemplified by the interaction of PD-L1 with PD-1 on tumor-infiltrating lymphocytes. Profound advances in cancer treatments have come with the advent of immunotherapies directed at blocking these immuno-suppressive ligand-receptor interactions. However, although there has been success in the use of these immune checkpoint interventions, correct patient stratification for these therapies has been challenging.
To address this issue of patient stratification, we have quantified the intercellular PD-1/PD-L1 interaction in formalin-fixed paraffin-embedded tumor samples from patients with non-small cell lung carcinoma, using a high-throughput automated quantitative imaging platform (quantitative functional proteomics [QF-Pro]).
The multisite blinded analysis across a cohort of 188 immune checkpoint inhibitor-treated patients demonstrated the intra- and intertumoral heterogeneity of PD-1/PD-L1 immune checkpoint engagement and notably showed no correlation between the extent of PD-1/PD-L1 interaction and PD-L1 expression. Importantly, PD-L1 expression scores used clinically to stratify patients correlated poorly with overall survival; by contrast, patients showing a high PD-1/PD-L1 interaction had significantly better responses to anti-PD-1/PD-L1 treatments, as evidenced by increased overall survival. This relationship was particularly strong in the setting of first-line treatments.
The functional readout of PD-1/PD-L1 interaction as a predictive biomarker for the stratification of patients with non-small-cell lung carcinoma, combined with PD-L1 expression, should significantly improve the response rates to immunotherapy. This would both capture patients excluded from checkpoint immunotherapy (high PD-1/PD-L1 interaction but low PD-L1 expression, 24% of patients) and additionally avoid treating patients who despite their high PD-L1 expression do not respond and suffer from side effects.</description><subject>B7-H1 Antigen</subject><subject>Carcinoma, Non-Small-Cell Lung - drug therapy</subject><subject>Humans</subject><subject>Immunotherapy - methods</subject><subject>Lung Neoplasms - drug therapy</subject><subject>ORIGINAL REPORTS</subject><issn>0732-183X</issn><issn>1527-7755</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpVkUtv1DAUhS0EokNhxxp5yYJM_YgfWSEapnTQiI54SOwsT-JkjBI72E7V-Tf8VDxMqWBxfaXr4-9c6wDwEqMlJghdfKxvloQsERalfAQWmBFRCMHYY7BAgpICS_r9DDyL8QdCuJSUPQVnlEuCJaoW4NfV7JpkvdMDXLle92Y0LkHfwbQ3cPu-wBf52GBY-3EazB28nBP85BM8TVd3UzAx5vdwHeG17ffDAW6DaW2G3pojZ6uTPSI_mzh5Fw1MHq7HcXY-OwQ9HaB1meiKL6MehqI2wwA3s-thrV1jwnPwpNNDNC_u-zn4drX6Wl8Xm5sP6_rdpmhKIlPRMSqYbHZdU7YVr3Y7QdqOME5bxFGJeEUxEojzjnS5OGYdwZiUxBjE2opgeg7enrjTvBtN2-SVgx7UFOyow0F5bdX_N87uVe9vFUYlLnnFM-H1PSH4n7OJSY02Nvk72hk_R0WERIgzSY_SNydpE3yMwXQPPhipY6oqp6oIUX9SzfJX_-72IP4bI_0NdIec4w</recordid><startdate>20230510</startdate><enddate>20230510</enddate><creator>Sánchez-Magraner, Lissete</creator><creator>Gumuzio, Juan</creator><creator>Miles, James</creator><creator>Quimi, Nicole</creator><creator>Martínez Del Prado, Purificación</creator><creator>Abad-Villar, María Teresa</creator><creator>Pikabea, Fernando</creator><creator>Ortega, Laura</creator><creator>Etxezarraga, Carmen</creator><creator>Martín-Algarra, Salvador</creator><creator>Lozano, María D</creator><creator>Saiz-Camin, Mónica</creator><creator>Egurrola-Izquierdo, Mikel</creator><creator>Barredo-Santamaría, Inmaculada</creator><creator>Saiz-López, Alberto</creator><creator>Gomez-Mediavilla, Jenifer</creator><creator>Segues-Merino, Nerea</creator><creator>Juaristi-Abaunz, María Aranzazu</creator><creator>Urruticoechea, Ander</creator><creator>Geraedts, Erica J</creator><creator>van Elst, Kim</creator><creator>Claessens, Niels J M</creator><creator>Italiano, Antoine</creator><creator>Applebee, Christopher J</creator><creator>Del Castillo, Sandra</creator><creator>Evans, Charles</creator><creator>Aguirre, Fernando</creator><creator>Parker, Peter J</creator><creator>Calleja, Véronique</creator><general>Wolters Kluwer Health</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><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-6680-1404</orcidid><orcidid>https://orcid.org/0000-0003-1258-0025</orcidid><orcidid>https://orcid.org/0000-0001-9161-9113</orcidid><orcidid>https://orcid.org/0000-0002-1088-2751</orcidid><orcidid>https://orcid.org/0000-0002-4960-9429</orcidid><orcidid>https://orcid.org/0000-0002-8540-5351</orcidid><orcidid>https://orcid.org/0000-0002-6218-2933</orcidid><orcidid>https://orcid.org/0000-0002-6537-2660</orcidid><orcidid>https://orcid.org/0000-0001-9083-4284</orcidid></search><sort><creationdate>20230510</creationdate><title>Functional Engagement of the PD-1/PD-L1 Complex But Not PD-L1 Expression Is Highly Predictive of Patient Response to Immunotherapy in Non-Small-Cell Lung Cancer</title><author>Sánchez-Magraner, Lissete ; 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Profound advances in cancer treatments have come with the advent of immunotherapies directed at blocking these immuno-suppressive ligand-receptor interactions. However, although there has been success in the use of these immune checkpoint interventions, correct patient stratification for these therapies has been challenging.
To address this issue of patient stratification, we have quantified the intercellular PD-1/PD-L1 interaction in formalin-fixed paraffin-embedded tumor samples from patients with non-small cell lung carcinoma, using a high-throughput automated quantitative imaging platform (quantitative functional proteomics [QF-Pro]).
The multisite blinded analysis across a cohort of 188 immune checkpoint inhibitor-treated patients demonstrated the intra- and intertumoral heterogeneity of PD-1/PD-L1 immune checkpoint engagement and notably showed no correlation between the extent of PD-1/PD-L1 interaction and PD-L1 expression. Importantly, PD-L1 expression scores used clinically to stratify patients correlated poorly with overall survival; by contrast, patients showing a high PD-1/PD-L1 interaction had significantly better responses to anti-PD-1/PD-L1 treatments, as evidenced by increased overall survival. This relationship was particularly strong in the setting of first-line treatments.
The functional readout of PD-1/PD-L1 interaction as a predictive biomarker for the stratification of patients with non-small-cell lung carcinoma, combined with PD-L1 expression, should significantly improve the response rates to immunotherapy. This would both capture patients excluded from checkpoint immunotherapy (high PD-1/PD-L1 interaction but low PD-L1 expression, 24% of patients) and additionally avoid treating patients who despite their high PD-L1 expression do not respond and suffer from side effects.</abstract><cop>United States</cop><pub>Wolters Kluwer Health</pub><pmid>36821809</pmid><doi>10.1200/JCO.22.01748</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0002-6680-1404</orcidid><orcidid>https://orcid.org/0000-0003-1258-0025</orcidid><orcidid>https://orcid.org/0000-0001-9161-9113</orcidid><orcidid>https://orcid.org/0000-0002-1088-2751</orcidid><orcidid>https://orcid.org/0000-0002-4960-9429</orcidid><orcidid>https://orcid.org/0000-0002-8540-5351</orcidid><orcidid>https://orcid.org/0000-0002-6218-2933</orcidid><orcidid>https://orcid.org/0000-0002-6537-2660</orcidid><orcidid>https://orcid.org/0000-0001-9083-4284</orcidid><oa>free_for_read</oa></addata></record> |
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source | MEDLINE; American Society of Clinical Oncology Online Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; Alma/SFX Local Collection |
subjects | B7-H1 Antigen Carcinoma, Non-Small-Cell Lung - drug therapy Humans Immunotherapy - methods Lung Neoplasms - drug therapy ORIGINAL REPORTS |
title | Functional Engagement of the PD-1/PD-L1 Complex But Not PD-L1 Expression Is Highly Predictive of Patient Response to Immunotherapy in Non-Small-Cell Lung Cancer |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-19T19%3A56%3A13IST&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=Functional%20Engagement%20of%20the%20PD-1/PD-L1%20Complex%20But%20Not%20PD-L1%20Expression%20Is%20Highly%20Predictive%20of%20Patient%20Response%20to%20Immunotherapy%20in%20Non-Small-Cell%20Lung%20Cancer&rft.jtitle=Journal%20of%20clinical%20oncology&rft.au=S%C3%A1nchez-Magraner,%20Lissete&rft.date=2023-05-10&rft.volume=41&rft.issue=14&rft.spage=2561&rft.epage=2570&rft.pages=2561-2570&rft.issn=0732-183X&rft.eissn=1527-7755&rft_id=info:doi/10.1200/JCO.22.01748&rft_dat=%3Cproquest_pubme%3E2780065836%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=2780065836&rft_id=info:pmid/36821809&rfr_iscdi=true |