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Cytokine profiling identifies circulating IL-6 and IL-15 as prognostic stratifiers in patients with non-small cell lung cancer receiving anti-PD-1/PD-L1 blockade therapy
Whether circulating levels of specific cytokines at baseline link with treatment efficacy of immune checkpoint blockade (ICB) therapy in patients with non-small cell lung cancer remains unknown. In this study, serum samples were collected in two independent, prospective, multicenter cohorts before t...
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Published in: | Cancer Immunology, Immunotherapy Immunotherapy, 2023-08, Vol.72 (8), p.2717-2728 |
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container_title | Cancer Immunology, Immunotherapy |
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creator | Inoue, Yusuke Inui, Naoki Karayama, Masato Asada, Kazuhiro Fujii, Masato Matsuura, Shun Uto, Tomohiro Hashimoto, Dai Matsui, Takashi Ikeda, Masaki Yasui, Hideki Hozumi, Hironao Suzuki, Yuzo Furuhashi, Kazuki Enomoto, Noriyuki Fujisawa, Tomoyuki Suda, Takafumi |
description | Whether circulating levels of specific cytokines at baseline link with treatment efficacy of immune checkpoint blockade (ICB) therapy in patients with non-small cell lung cancer remains unknown. In this study, serum samples were collected in two independent, prospective, multicenter cohorts before the initiation of ICB. Twenty cytokines were quantified, and cutoff values were determined by receiver operating characteristic analyses to predict non-durable benefit. The associations of each dichotomized cytokine status with survival outcomes were assessed. In the discovery cohort (atezolizumab cohort;
N
= 81), there were significant differences in progression-free survival (PFS) in accordance with the levels of IL-6 (log-rank test,
P
= 0.0014), IL-15 (
P
= 0.00011), MCP-1 (
P
= 0.013), MIP-1β (
P
= 0.0035), and PDGF-AB/BB (
P
= 0.016). Of these, levels of IL-6 and IL-15 were also significantly prognostic in the validation cohort (nivolumab cohort,
N
= 139) for PFS (log-rank test,
P
= 0.011 for IL-6 and
P
= 0.00065 for IL-15) and overall survival (OS;
P
= 3.3E-6 for IL-6 and
P
= 0.0022 for IL-15). In the merged cohort, IL-6
high
and IL-15
high
were identified as independent unfavorable prognostic factors for PFS and OS. The combined IL-6 and IL-15 status stratified patient survival outcomes into three distinct groups for both PFS and OS. In conclusion, combined assessment of circulating IL-6 and IL-15 levels at baseline provides valuable information to stratify the clinical outcome of patients with non-small cell lung cancer treated with ICB. Further studies are required to decipher the mechanistic basis of this finding. |
doi_str_mv | 10.1007/s00262-023-03453-z |
format | article |
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N
= 81), there were significant differences in progression-free survival (PFS) in accordance with the levels of IL-6 (log-rank test,
P
= 0.0014), IL-15 (
P
= 0.00011), MCP-1 (
P
= 0.013), MIP-1β (
P
= 0.0035), and PDGF-AB/BB (
P
= 0.016). Of these, levels of IL-6 and IL-15 were also significantly prognostic in the validation cohort (nivolumab cohort,
N
= 139) for PFS (log-rank test,
P
= 0.011 for IL-6 and
P
= 0.00065 for IL-15) and overall survival (OS;
P
= 3.3E-6 for IL-6 and
P
= 0.0022 for IL-15). In the merged cohort, IL-6
high
and IL-15
high
were identified as independent unfavorable prognostic factors for PFS and OS. The combined IL-6 and IL-15 status stratified patient survival outcomes into three distinct groups for both PFS and OS. In conclusion, combined assessment of circulating IL-6 and IL-15 levels at baseline provides valuable information to stratify the clinical outcome of patients with non-small cell lung cancer treated with ICB. Further studies are required to decipher the mechanistic basis of this finding.</description><identifier>ISSN: 0340-7004</identifier><identifier>EISSN: 1432-0851</identifier><identifier>DOI: 10.1007/s00262-023-03453-z</identifier><identifier>PMID: 37099186</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Aged ; Antineoplastic Agents - therapeutic use ; Cancer Research ; Carcinoma, Non-Small-Cell Lung - blood ; Carcinoma, Non-Small-Cell Lung - drug therapy ; Cytokines ; Female ; Humans ; Immune checkpoint inhibitors ; Immune Checkpoint Proteins - therapeutic use ; Immunology ; Interleukin 15 ; Interleukin 6 ; Interleukin-15 - blood ; Interleukin-6 - blood ; Lung cancer ; Lung Neoplasms - blood ; Lung Neoplasms - drug therapy ; Male ; Medical prognosis ; Medicine ; Medicine & Public Health ; Monocyte chemoattractant protein 1 ; Nivolumab - therapeutic use ; Non-small cell lung carcinoma ; Oncology ; Patients ; PD-1 protein ; PD-L1 protein ; Platelet-derived growth factor ; Prognosis ; Small cell lung carcinoma</subject><ispartof>Cancer Immunology, Immunotherapy, 2023-08, Vol.72 (8), p.2717-2728</ispartof><rights>The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><rights>2023. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c431t-aa0105b25cc04b5a0a18c3b7bfb43129ab89c15a4ca8f8ee8e1c0b386cc7aa6b3</citedby><cites>FETCH-LOGICAL-c431t-aa0105b25cc04b5a0a18c3b7bfb43129ab89c15a4ca8f8ee8e1c0b386cc7aa6b3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10991122/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10991122/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,723,776,780,881,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37099186$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Inoue, Yusuke</creatorcontrib><creatorcontrib>Inui, Naoki</creatorcontrib><creatorcontrib>Karayama, Masato</creatorcontrib><creatorcontrib>Asada, Kazuhiro</creatorcontrib><creatorcontrib>Fujii, Masato</creatorcontrib><creatorcontrib>Matsuura, Shun</creatorcontrib><creatorcontrib>Uto, Tomohiro</creatorcontrib><creatorcontrib>Hashimoto, Dai</creatorcontrib><creatorcontrib>Matsui, Takashi</creatorcontrib><creatorcontrib>Ikeda, Masaki</creatorcontrib><creatorcontrib>Yasui, Hideki</creatorcontrib><creatorcontrib>Hozumi, Hironao</creatorcontrib><creatorcontrib>Suzuki, Yuzo</creatorcontrib><creatorcontrib>Furuhashi, Kazuki</creatorcontrib><creatorcontrib>Enomoto, Noriyuki</creatorcontrib><creatorcontrib>Fujisawa, Tomoyuki</creatorcontrib><creatorcontrib>Suda, Takafumi</creatorcontrib><title>Cytokine profiling identifies circulating IL-6 and IL-15 as prognostic stratifiers in patients with non-small cell lung cancer receiving anti-PD-1/PD-L1 blockade therapy</title><title>Cancer Immunology, Immunotherapy</title><addtitle>Cancer Immunol Immunother</addtitle><addtitle>Cancer Immunol Immunother</addtitle><description>Whether circulating levels of specific cytokines at baseline link with treatment efficacy of immune checkpoint blockade (ICB) therapy in patients with non-small cell lung cancer remains unknown. In this study, serum samples were collected in two independent, prospective, multicenter cohorts before the initiation of ICB. Twenty cytokines were quantified, and cutoff values were determined by receiver operating characteristic analyses to predict non-durable benefit. The associations of each dichotomized cytokine status with survival outcomes were assessed. In the discovery cohort (atezolizumab cohort;
N
= 81), there were significant differences in progression-free survival (PFS) in accordance with the levels of IL-6 (log-rank test,
P
= 0.0014), IL-15 (
P
= 0.00011), MCP-1 (
P
= 0.013), MIP-1β (
P
= 0.0035), and PDGF-AB/BB (
P
= 0.016). Of these, levels of IL-6 and IL-15 were also significantly prognostic in the validation cohort (nivolumab cohort,
N
= 139) for PFS (log-rank test,
P
= 0.011 for IL-6 and
P
= 0.00065 for IL-15) and overall survival (OS;
P
= 3.3E-6 for IL-6 and
P
= 0.0022 for IL-15). In the merged cohort, IL-6
high
and IL-15
high
were identified as independent unfavorable prognostic factors for PFS and OS. The combined IL-6 and IL-15 status stratified patient survival outcomes into three distinct groups for both PFS and OS. In conclusion, combined assessment of circulating IL-6 and IL-15 levels at baseline provides valuable information to stratify the clinical outcome of patients with non-small cell lung cancer treated with ICB. Further studies are required to decipher the mechanistic basis of this finding.</description><subject>Aged</subject><subject>Antineoplastic Agents - therapeutic use</subject><subject>Cancer Research</subject><subject>Carcinoma, Non-Small-Cell Lung - blood</subject><subject>Carcinoma, Non-Small-Cell Lung - drug therapy</subject><subject>Cytokines</subject><subject>Female</subject><subject>Humans</subject><subject>Immune checkpoint inhibitors</subject><subject>Immune Checkpoint Proteins - therapeutic use</subject><subject>Immunology</subject><subject>Interleukin 15</subject><subject>Interleukin 6</subject><subject>Interleukin-15 - blood</subject><subject>Interleukin-6 - blood</subject><subject>Lung cancer</subject><subject>Lung Neoplasms - blood</subject><subject>Lung Neoplasms - drug therapy</subject><subject>Male</subject><subject>Medical prognosis</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Monocyte chemoattractant protein 1</subject><subject>Nivolumab - therapeutic use</subject><subject>Non-small cell lung carcinoma</subject><subject>Oncology</subject><subject>Patients</subject><subject>PD-1 protein</subject><subject>PD-L1 protein</subject><subject>Platelet-derived growth factor</subject><subject>Prognosis</subject><subject>Small cell lung carcinoma</subject><issn>0340-7004</issn><issn>1432-0851</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp9UsluFDEQbSEQGQI_wAFZ4sLFxGsvJ4SGLdJIcICzVfa4Z5z02IPdnWjyR_wl1ZkQlgOXqnLVe69cdlXVc85ec8aas8KYqAVlQlImlZb05kG14EpiqtX8YbXALKMNY-qkelLKBQaCdd3j6kQ26HlbL6ofy8OYLkP0ZJ9TH4YQNySsfRxDH3whLmQ3DTDO6fMVrQnE9RxwTaDMlE1MZQyOlDHDLScXEiLZ4wFFCrkO45bEFGnZwTAQ59EME6o5iM5nkr3z4WqWB-xJv7yj_AzNihM7JHcJa0_Grc-wPzytHvUwFP_szp9W3z68_7r8RFefP54v366oU5KPFIBxpq3QzjFlNTDgrZO2sb3FuujAtp3jGpSDtm-9bz13zMq2dq4BqK08rd4cdfeT3fm1wzEyDGafww7ywSQI5u9KDFuzSVeGz2_KhUCFV3cKOX2ffBnNLpR5cog-TcWIltVKN03XIfTlP9CLNOWI8yFKMcW1VhxR4ohyOZWSfX9_G87MvArmuAoGV8HcroK5QdKLP-e4p_z6ewTII6BgKW58_t37P7I_AQs2woo</recordid><startdate>20230801</startdate><enddate>20230801</enddate><creator>Inoue, Yusuke</creator><creator>Inui, Naoki</creator><creator>Karayama, Masato</creator><creator>Asada, Kazuhiro</creator><creator>Fujii, Masato</creator><creator>Matsuura, Shun</creator><creator>Uto, Tomohiro</creator><creator>Hashimoto, Dai</creator><creator>Matsui, Takashi</creator><creator>Ikeda, Masaki</creator><creator>Yasui, Hideki</creator><creator>Hozumi, Hironao</creator><creator>Suzuki, Yuzo</creator><creator>Furuhashi, Kazuki</creator><creator>Enomoto, Noriyuki</creator><creator>Fujisawa, Tomoyuki</creator><creator>Suda, Takafumi</creator><general>Springer Berlin Heidelberg</general><general>Springer Nature 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>3V.</scope><scope>7T5</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</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>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7P</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20230801</creationdate><title>Cytokine profiling identifies circulating IL-6 and IL-15 as prognostic stratifiers in patients with non-small cell lung cancer receiving anti-PD-1/PD-L1 blockade therapy</title><author>Inoue, Yusuke ; Inui, Naoki ; Karayama, Masato ; Asada, Kazuhiro ; Fujii, Masato ; Matsuura, Shun ; Uto, Tomohiro ; Hashimoto, Dai ; Matsui, Takashi ; Ikeda, Masaki ; Yasui, Hideki ; Hozumi, Hironao ; Suzuki, Yuzo ; Furuhashi, Kazuki ; Enomoto, Noriyuki ; Fujisawa, Tomoyuki ; Suda, Takafumi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c431t-aa0105b25cc04b5a0a18c3b7bfb43129ab89c15a4ca8f8ee8e1c0b386cc7aa6b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Aged</topic><topic>Antineoplastic Agents - therapeutic use</topic><topic>Cancer Research</topic><topic>Carcinoma, Non-Small-Cell Lung - blood</topic><topic>Carcinoma, Non-Small-Cell Lung - drug therapy</topic><topic>Cytokines</topic><topic>Female</topic><topic>Humans</topic><topic>Immune checkpoint inhibitors</topic><topic>Immune Checkpoint Proteins - therapeutic use</topic><topic>Immunology</topic><topic>Interleukin 15</topic><topic>Interleukin 6</topic><topic>Interleukin-15 - blood</topic><topic>Interleukin-6 - blood</topic><topic>Lung cancer</topic><topic>Lung Neoplasms - blood</topic><topic>Lung Neoplasms - drug therapy</topic><topic>Male</topic><topic>Medical prognosis</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>Monocyte chemoattractant protein 1</topic><topic>Nivolumab - therapeutic use</topic><topic>Non-small cell lung carcinoma</topic><topic>Oncology</topic><topic>Patients</topic><topic>PD-1 protein</topic><topic>PD-L1 protein</topic><topic>Platelet-derived growth factor</topic><topic>Prognosis</topic><topic>Small cell lung carcinoma</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Inoue, Yusuke</creatorcontrib><creatorcontrib>Inui, Naoki</creatorcontrib><creatorcontrib>Karayama, Masato</creatorcontrib><creatorcontrib>Asada, Kazuhiro</creatorcontrib><creatorcontrib>Fujii, Masato</creatorcontrib><creatorcontrib>Matsuura, Shun</creatorcontrib><creatorcontrib>Uto, Tomohiro</creatorcontrib><creatorcontrib>Hashimoto, Dai</creatorcontrib><creatorcontrib>Matsui, Takashi</creatorcontrib><creatorcontrib>Ikeda, Masaki</creatorcontrib><creatorcontrib>Yasui, Hideki</creatorcontrib><creatorcontrib>Hozumi, Hironao</creatorcontrib><creatorcontrib>Suzuki, Yuzo</creatorcontrib><creatorcontrib>Furuhashi, Kazuki</creatorcontrib><creatorcontrib>Enomoto, Noriyuki</creatorcontrib><creatorcontrib>Fujisawa, Tomoyuki</creatorcontrib><creatorcontrib>Suda, Takafumi</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Immunology Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Public Health Database</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)</collection><collection>ProQuest Central</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</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Biological Sciences</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Biological Science 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>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Cancer Immunology, Immunotherapy</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Inoue, Yusuke</au><au>Inui, Naoki</au><au>Karayama, Masato</au><au>Asada, Kazuhiro</au><au>Fujii, Masato</au><au>Matsuura, Shun</au><au>Uto, Tomohiro</au><au>Hashimoto, Dai</au><au>Matsui, Takashi</au><au>Ikeda, Masaki</au><au>Yasui, Hideki</au><au>Hozumi, Hironao</au><au>Suzuki, Yuzo</au><au>Furuhashi, Kazuki</au><au>Enomoto, Noriyuki</au><au>Fujisawa, Tomoyuki</au><au>Suda, Takafumi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Cytokine profiling identifies circulating IL-6 and IL-15 as prognostic stratifiers in patients with non-small cell lung cancer receiving anti-PD-1/PD-L1 blockade therapy</atitle><jtitle>Cancer Immunology, Immunotherapy</jtitle><stitle>Cancer Immunol Immunother</stitle><addtitle>Cancer Immunol Immunother</addtitle><date>2023-08-01</date><risdate>2023</risdate><volume>72</volume><issue>8</issue><spage>2717</spage><epage>2728</epage><pages>2717-2728</pages><issn>0340-7004</issn><eissn>1432-0851</eissn><abstract>Whether circulating levels of specific cytokines at baseline link with treatment efficacy of immune checkpoint blockade (ICB) therapy in patients with non-small cell lung cancer remains unknown. In this study, serum samples were collected in two independent, prospective, multicenter cohorts before the initiation of ICB. Twenty cytokines were quantified, and cutoff values were determined by receiver operating characteristic analyses to predict non-durable benefit. The associations of each dichotomized cytokine status with survival outcomes were assessed. In the discovery cohort (atezolizumab cohort;
N
= 81), there were significant differences in progression-free survival (PFS) in accordance with the levels of IL-6 (log-rank test,
P
= 0.0014), IL-15 (
P
= 0.00011), MCP-1 (
P
= 0.013), MIP-1β (
P
= 0.0035), and PDGF-AB/BB (
P
= 0.016). Of these, levels of IL-6 and IL-15 were also significantly prognostic in the validation cohort (nivolumab cohort,
N
= 139) for PFS (log-rank test,
P
= 0.011 for IL-6 and
P
= 0.00065 for IL-15) and overall survival (OS;
P
= 3.3E-6 for IL-6 and
P
= 0.0022 for IL-15). In the merged cohort, IL-6
high
and IL-15
high
were identified as independent unfavorable prognostic factors for PFS and OS. The combined IL-6 and IL-15 status stratified patient survival outcomes into three distinct groups for both PFS and OS. In conclusion, combined assessment of circulating IL-6 and IL-15 levels at baseline provides valuable information to stratify the clinical outcome of patients with non-small cell lung cancer treated with ICB. Further studies are required to decipher the mechanistic basis of this finding.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><pmid>37099186</pmid><doi>10.1007/s00262-023-03453-z</doi><tpages>12</tpages><oa>free_for_read</oa></addata></record> |
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issn | 0340-7004 1432-0851 |
language | eng |
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source | Springer Nature; PubMed Central |
subjects | Aged Antineoplastic Agents - therapeutic use Cancer Research Carcinoma, Non-Small-Cell Lung - blood Carcinoma, Non-Small-Cell Lung - drug therapy Cytokines Female Humans Immune checkpoint inhibitors Immune Checkpoint Proteins - therapeutic use Immunology Interleukin 15 Interleukin 6 Interleukin-15 - blood Interleukin-6 - blood Lung cancer Lung Neoplasms - blood Lung Neoplasms - drug therapy Male Medical prognosis Medicine Medicine & Public Health Monocyte chemoattractant protein 1 Nivolumab - therapeutic use Non-small cell lung carcinoma Oncology Patients PD-1 protein PD-L1 protein Platelet-derived growth factor Prognosis Small cell lung carcinoma |
title | Cytokine profiling identifies circulating IL-6 and IL-15 as prognostic stratifiers in patients with non-small cell lung cancer receiving anti-PD-1/PD-L1 blockade therapy |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-12T19%3A59%3A55IST&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=Cytokine%20profiling%20identifies%20circulating%20IL-6%20and%20IL-15%20as%20prognostic%20stratifiers%20in%20patients%20with%20non-small%20cell%20lung%20cancer%20receiving%20anti-PD-1/PD-L1%20blockade%20therapy&rft.jtitle=Cancer%20Immunology,%20Immunotherapy&rft.au=Inoue,%20Yusuke&rft.date=2023-08-01&rft.volume=72&rft.issue=8&rft.spage=2717&rft.epage=2728&rft.pages=2717-2728&rft.issn=0340-7004&rft.eissn=1432-0851&rft_id=info:doi/10.1007/s00262-023-03453-z&rft_dat=%3Cproquest_pubme%3E2806457799%3C/proquest_pubme%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c431t-aa0105b25cc04b5a0a18c3b7bfb43129ab89c15a4ca8f8ee8e1c0b386cc7aa6b3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2840415541&rft_id=info:pmid/37099186&rfr_iscdi=true |