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Serum cytokine profiles predict survival benefits in patients with advanced hepatocellular carcinoma treated with sorafenib: a retrospective cohort study
Sorafenib is a multiple receptor tyrosine kinase inhibitor known to prolong overall survival in patients with advanced hepatocellular carcinoma (HCC). Predicting this drug's survival benefits is challenging because clinical responses are rarely measurable during treatment. In this study, we hyp...
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Published in: | BMC cancer 2017-12, Vol.17 (1), p.870-870, Article 870 |
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creator | Hayashi, Tomoyuki Yamashita, Taro Terashima, Takeshi Suda, Tsuyoshi Okada, Hikari Asahina, Yoshiro Hayashi, Takehiro Hara, Yasumasa Nio, Kouki Sunagozaka, Hajime Takatori, Hajime Arai, Kuniaki Sakai, Yoshio Yamashita, Tatsuya Mizukoshi, Eishiro Honda, Masao Kaneko, Shuichi |
description | Sorafenib is a multiple receptor tyrosine kinase inhibitor known to prolong overall survival in patients with advanced hepatocellular carcinoma (HCC). Predicting this drug's survival benefits is challenging because clinical responses are rarely measurable during treatment. In this study, we hypothesized that serum cytokines levels could predict the survival of advanced HCC patients, as sorafenib targets signaling pathways activated in the tumor stromal microenvironment and potentially affects serum cytokine profiles.
Of 143 patients with advanced-stage HCC, 104 who were recruited between 2003 and 2007 received hepatic arterial infusion chemotherapy (HAIC) that mainly targets tumor epithelial cells at S-phase (cohort 1); additionally, 39 recruited between 2010 and 2012 received sorafenib, which primarily targets the stromal vascular endothelial cells. Serum samples were collected and aliquoted prior to the treatment. Serum EGF, bFGF, HGF, IFN-γ, IL-10, IL-12, IL-2, IL-4, IL-5, IL-6, IL-8, IP-10, MIG, PDGF-BB, SCF, SDF1, TGF-β, TGF-α, TNF-α, and VEGF-A were measured via enzyme-linked immunosorbent assays. The Modified Response Evaluation Criteria in Solid Tumors were used to assess tumor responses.
The median survival time of HCC patients in cohorts 1 (HAIC-treated) and 2 (sorafenib-treated) were 12.0 and 12.4 months, respectively. Kaplan-Meier analysis revealed no significant survival differences between the 2 groups. Patients who survived more than 2 years after sorafenib treatment exhibited higher serum levels of IL-10, IL-12, TNF-a, IL-8, SDF-1, EGF, PDGF-BB, SCF, and TGF-α. Furthermore, cohort 2 patients with higher serum IL-5 (>12 pg/mL), IL-8 (>10 pg/mL), PDGF-BB (>300 pg/mL), and VEGF-A (>50 pg/mL) levels achieved longer survival; cohort 1 patients did not. Hierarchical cluster analysis of 6 cytokines robustly enriched for comparison analysis between cohorts 1 and 2 (IL-5, IL-8, TGF-α, PDGF-BB, CXCL9, and VEGF-A) revealed that elevation of these cytokines correlated with better survival when treated with sorafenib but not with HAIC.
Patients who exhibited survival benefits owing to sorafenib treatment tended to present higher serum cytokines levels, potentially reflecting the activation of stromal signaling in the tumor microenvironment. Our study thus introduces novel biomarkers that may identify advanced HCC patients who may experience survival benefits with sorafenib treatment. |
doi_str_mv | 10.1186/s12885-017-3889-x |
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Of 143 patients with advanced-stage HCC, 104 who were recruited between 2003 and 2007 received hepatic arterial infusion chemotherapy (HAIC) that mainly targets tumor epithelial cells at S-phase (cohort 1); additionally, 39 recruited between 2010 and 2012 received sorafenib, which primarily targets the stromal vascular endothelial cells. Serum samples were collected and aliquoted prior to the treatment. Serum EGF, bFGF, HGF, IFN-γ, IL-10, IL-12, IL-2, IL-4, IL-5, IL-6, IL-8, IP-10, MIG, PDGF-BB, SCF, SDF1, TGF-β, TGF-α, TNF-α, and VEGF-A were measured via enzyme-linked immunosorbent assays. The Modified Response Evaluation Criteria in Solid Tumors were used to assess tumor responses.
The median survival time of HCC patients in cohorts 1 (HAIC-treated) and 2 (sorafenib-treated) were 12.0 and 12.4 months, respectively. Kaplan-Meier analysis revealed no significant survival differences between the 2 groups. Patients who survived more than 2 years after sorafenib treatment exhibited higher serum levels of IL-10, IL-12, TNF-a, IL-8, SDF-1, EGF, PDGF-BB, SCF, and TGF-α. Furthermore, cohort 2 patients with higher serum IL-5 (>12 pg/mL), IL-8 (>10 pg/mL), PDGF-BB (>300 pg/mL), and VEGF-A (>50 pg/mL) levels achieved longer survival; cohort 1 patients did not. Hierarchical cluster analysis of 6 cytokines robustly enriched for comparison analysis between cohorts 1 and 2 (IL-5, IL-8, TGF-α, PDGF-BB, CXCL9, and VEGF-A) revealed that elevation of these cytokines correlated with better survival when treated with sorafenib but not with HAIC.
Patients who exhibited survival benefits owing to sorafenib treatment tended to present higher serum cytokines levels, potentially reflecting the activation of stromal signaling in the tumor microenvironment. Our study thus introduces novel biomarkers that may identify advanced HCC patients who may experience survival benefits with sorafenib treatment.</description><identifier>ISSN: 1471-2407</identifier><identifier>EISSN: 1471-2407</identifier><identifier>DOI: 10.1186/s12885-017-3889-x</identifier><identifier>PMID: 29258450</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Analysis ; Antimitotic agents ; Antineoplastic agents ; Cancer ; Chemokine ; Chemotherapy ; Cytokine ; Cytokines ; Enzymes ; Growth factor ; Growth factors ; Hepatic arterial infusion chemotherapy ; Hepatocellular carcinoma ; Hepatoma ; Medical research ; Medicine, Experimental ; Patient outcomes ; Prognosis ; Sorafenib ; Tyrosine ; Vascular endothelial growth factor</subject><ispartof>BMC cancer, 2017-12, Vol.17 (1), p.870-870, Article 870</ispartof><rights>COPYRIGHT 2017 BioMed Central Ltd.</rights><rights>The Author(s). 2017</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c574t-fe28b2c66af0e1df7bef3092dbeeddb080d7256e2bf9526cd551eeec149d7d493</citedby><cites>FETCH-LOGICAL-c574t-fe28b2c66af0e1df7bef3092dbeeddb080d7256e2bf9526cd551eeec149d7d493</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/PMC5738185/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5738185/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29258450$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Hayashi, Tomoyuki</creatorcontrib><creatorcontrib>Yamashita, Taro</creatorcontrib><creatorcontrib>Terashima, Takeshi</creatorcontrib><creatorcontrib>Suda, Tsuyoshi</creatorcontrib><creatorcontrib>Okada, Hikari</creatorcontrib><creatorcontrib>Asahina, Yoshiro</creatorcontrib><creatorcontrib>Hayashi, Takehiro</creatorcontrib><creatorcontrib>Hara, Yasumasa</creatorcontrib><creatorcontrib>Nio, Kouki</creatorcontrib><creatorcontrib>Sunagozaka, Hajime</creatorcontrib><creatorcontrib>Takatori, Hajime</creatorcontrib><creatorcontrib>Arai, Kuniaki</creatorcontrib><creatorcontrib>Sakai, Yoshio</creatorcontrib><creatorcontrib>Yamashita, Tatsuya</creatorcontrib><creatorcontrib>Mizukoshi, Eishiro</creatorcontrib><creatorcontrib>Honda, Masao</creatorcontrib><creatorcontrib>Kaneko, Shuichi</creatorcontrib><title>Serum cytokine profiles predict survival benefits in patients with advanced hepatocellular carcinoma treated with sorafenib: a retrospective cohort study</title><title>BMC cancer</title><addtitle>BMC Cancer</addtitle><description>Sorafenib is a multiple receptor tyrosine kinase inhibitor known to prolong overall survival in patients with advanced hepatocellular carcinoma (HCC). Predicting this drug's survival benefits is challenging because clinical responses are rarely measurable during treatment. In this study, we hypothesized that serum cytokines levels could predict the survival of advanced HCC patients, as sorafenib targets signaling pathways activated in the tumor stromal microenvironment and potentially affects serum cytokine profiles.
Of 143 patients with advanced-stage HCC, 104 who were recruited between 2003 and 2007 received hepatic arterial infusion chemotherapy (HAIC) that mainly targets tumor epithelial cells at S-phase (cohort 1); additionally, 39 recruited between 2010 and 2012 received sorafenib, which primarily targets the stromal vascular endothelial cells. Serum samples were collected and aliquoted prior to the treatment. Serum EGF, bFGF, HGF, IFN-γ, IL-10, IL-12, IL-2, IL-4, IL-5, IL-6, IL-8, IP-10, MIG, PDGF-BB, SCF, SDF1, TGF-β, TGF-α, TNF-α, and VEGF-A were measured via enzyme-linked immunosorbent assays. The Modified Response Evaluation Criteria in Solid Tumors were used to assess tumor responses.
The median survival time of HCC patients in cohorts 1 (HAIC-treated) and 2 (sorafenib-treated) were 12.0 and 12.4 months, respectively. Kaplan-Meier analysis revealed no significant survival differences between the 2 groups. Patients who survived more than 2 years after sorafenib treatment exhibited higher serum levels of IL-10, IL-12, TNF-a, IL-8, SDF-1, EGF, PDGF-BB, SCF, and TGF-α. Furthermore, cohort 2 patients with higher serum IL-5 (>12 pg/mL), IL-8 (>10 pg/mL), PDGF-BB (>300 pg/mL), and VEGF-A (>50 pg/mL) levels achieved longer survival; cohort 1 patients did not. Hierarchical cluster analysis of 6 cytokines robustly enriched for comparison analysis between cohorts 1 and 2 (IL-5, IL-8, TGF-α, PDGF-BB, CXCL9, and VEGF-A) revealed that elevation of these cytokines correlated with better survival when treated with sorafenib but not with HAIC.
Patients who exhibited survival benefits owing to sorafenib treatment tended to present higher serum cytokines levels, potentially reflecting the activation of stromal signaling in the tumor microenvironment. Our study thus introduces novel biomarkers that may identify advanced HCC patients who may experience survival benefits with sorafenib treatment.</description><subject>Analysis</subject><subject>Antimitotic agents</subject><subject>Antineoplastic agents</subject><subject>Cancer</subject><subject>Chemokine</subject><subject>Chemotherapy</subject><subject>Cytokine</subject><subject>Cytokines</subject><subject>Enzymes</subject><subject>Growth factor</subject><subject>Growth factors</subject><subject>Hepatic arterial infusion chemotherapy</subject><subject>Hepatocellular carcinoma</subject><subject>Hepatoma</subject><subject>Medical research</subject><subject>Medicine, Experimental</subject><subject>Patient outcomes</subject><subject>Prognosis</subject><subject>Sorafenib</subject><subject>Tyrosine</subject><subject>Vascular endothelial growth factor</subject><issn>1471-2407</issn><issn>1471-2407</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNpVks-OFCEQxjtG466rD-DFcDJ6aG3opgEPJpuNfybZxMTVM6GhmGbtgRHoceZRfFuZnXUzc6JC_eqroviq6iVu3mHM-_cJE85p3WBWt5yLevuoOscdwzXpGvb4KD6rnqV02xSQN_xpdUYEobyjzXn19wbivEJ6l8Mv5wGtY7BuglQCME5nlOa4cRs1oQE8WJcTch6tVXbgS_zH5REps1Feg0EjlETQME3zpCLSKmrnw0qhHEHlAtzhKURlwbvhA1IoQo4hrUFntwGkwxhi6Zlns3tePbFqSvDi_ryofn7-9OPqa3397cvi6vK61pR1ubZA-EB03yvbADaWDWDbRhAzABgzNLwxjNAeyGAFJb02lGIA0LgThplOtBfV4qBrgrqV6-hWKu5kUE7eXYS4lCpmpyeQ2tLSR_G256IDYQdaFqms7nqiOyJY0fp40FrPwwqMLjuKajoRPc14N8pl2EjKWo45LQJv7gVi-D1DynLl0n6hykOYk8SCCdwLyvZzvz2gS1VGc14Hn2Gbl2pOSS5uvstL2vUtYy3FhX19xI6gpjymMM3ZBZ9OQXwAdfmVFME-zI4bufecPHhOFivJvefkttS8On70Q8V_k7X_AHLZ2Ag</recordid><startdate>20171219</startdate><enddate>20171219</enddate><creator>Hayashi, Tomoyuki</creator><creator>Yamashita, Taro</creator><creator>Terashima, Takeshi</creator><creator>Suda, Tsuyoshi</creator><creator>Okada, Hikari</creator><creator>Asahina, Yoshiro</creator><creator>Hayashi, Takehiro</creator><creator>Hara, Yasumasa</creator><creator>Nio, Kouki</creator><creator>Sunagozaka, Hajime</creator><creator>Takatori, Hajime</creator><creator>Arai, Kuniaki</creator><creator>Sakai, Yoshio</creator><creator>Yamashita, Tatsuya</creator><creator>Mizukoshi, Eishiro</creator><creator>Honda, Masao</creator><creator>Kaneko, Shuichi</creator><general>BioMed Central Ltd</general><general>BioMed Central</general><general>BMC</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>ISR</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20171219</creationdate><title>Serum cytokine profiles predict survival benefits in patients with advanced hepatocellular carcinoma treated with sorafenib: a retrospective cohort study</title><author>Hayashi, Tomoyuki ; Yamashita, Taro ; Terashima, Takeshi ; Suda, Tsuyoshi ; Okada, Hikari ; Asahina, Yoshiro ; Hayashi, Takehiro ; Hara, Yasumasa ; Nio, Kouki ; Sunagozaka, Hajime ; Takatori, Hajime ; Arai, Kuniaki ; Sakai, Yoshio ; Yamashita, Tatsuya ; Mizukoshi, Eishiro ; Honda, Masao ; Kaneko, Shuichi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c574t-fe28b2c66af0e1df7bef3092dbeeddb080d7256e2bf9526cd551eeec149d7d493</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Analysis</topic><topic>Antimitotic agents</topic><topic>Antineoplastic agents</topic><topic>Cancer</topic><topic>Chemokine</topic><topic>Chemotherapy</topic><topic>Cytokine</topic><topic>Cytokines</topic><topic>Enzymes</topic><topic>Growth factor</topic><topic>Growth factors</topic><topic>Hepatic arterial infusion chemotherapy</topic><topic>Hepatocellular carcinoma</topic><topic>Hepatoma</topic><topic>Medical research</topic><topic>Medicine, Experimental</topic><topic>Patient outcomes</topic><topic>Prognosis</topic><topic>Sorafenib</topic><topic>Tyrosine</topic><topic>Vascular endothelial growth factor</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hayashi, Tomoyuki</creatorcontrib><creatorcontrib>Yamashita, Taro</creatorcontrib><creatorcontrib>Terashima, Takeshi</creatorcontrib><creatorcontrib>Suda, Tsuyoshi</creatorcontrib><creatorcontrib>Okada, Hikari</creatorcontrib><creatorcontrib>Asahina, Yoshiro</creatorcontrib><creatorcontrib>Hayashi, Takehiro</creatorcontrib><creatorcontrib>Hara, Yasumasa</creatorcontrib><creatorcontrib>Nio, Kouki</creatorcontrib><creatorcontrib>Sunagozaka, Hajime</creatorcontrib><creatorcontrib>Takatori, Hajime</creatorcontrib><creatorcontrib>Arai, Kuniaki</creatorcontrib><creatorcontrib>Sakai, Yoshio</creatorcontrib><creatorcontrib>Yamashita, Tatsuya</creatorcontrib><creatorcontrib>Mizukoshi, Eishiro</creatorcontrib><creatorcontrib>Honda, Masao</creatorcontrib><creatorcontrib>Kaneko, Shuichi</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale In Context: Science</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>BMC cancer</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hayashi, Tomoyuki</au><au>Yamashita, Taro</au><au>Terashima, Takeshi</au><au>Suda, Tsuyoshi</au><au>Okada, Hikari</au><au>Asahina, Yoshiro</au><au>Hayashi, Takehiro</au><au>Hara, Yasumasa</au><au>Nio, Kouki</au><au>Sunagozaka, Hajime</au><au>Takatori, Hajime</au><au>Arai, Kuniaki</au><au>Sakai, Yoshio</au><au>Yamashita, Tatsuya</au><au>Mizukoshi, Eishiro</au><au>Honda, Masao</au><au>Kaneko, Shuichi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Serum cytokine profiles predict survival benefits in patients with advanced hepatocellular carcinoma treated with sorafenib: a retrospective cohort study</atitle><jtitle>BMC cancer</jtitle><addtitle>BMC Cancer</addtitle><date>2017-12-19</date><risdate>2017</risdate><volume>17</volume><issue>1</issue><spage>870</spage><epage>870</epage><pages>870-870</pages><artnum>870</artnum><issn>1471-2407</issn><eissn>1471-2407</eissn><abstract>Sorafenib is a multiple receptor tyrosine kinase inhibitor known to prolong overall survival in patients with advanced hepatocellular carcinoma (HCC). Predicting this drug's survival benefits is challenging because clinical responses are rarely measurable during treatment. In this study, we hypothesized that serum cytokines levels could predict the survival of advanced HCC patients, as sorafenib targets signaling pathways activated in the tumor stromal microenvironment and potentially affects serum cytokine profiles.
Of 143 patients with advanced-stage HCC, 104 who were recruited between 2003 and 2007 received hepatic arterial infusion chemotherapy (HAIC) that mainly targets tumor epithelial cells at S-phase (cohort 1); additionally, 39 recruited between 2010 and 2012 received sorafenib, which primarily targets the stromal vascular endothelial cells. Serum samples were collected and aliquoted prior to the treatment. Serum EGF, bFGF, HGF, IFN-γ, IL-10, IL-12, IL-2, IL-4, IL-5, IL-6, IL-8, IP-10, MIG, PDGF-BB, SCF, SDF1, TGF-β, TGF-α, TNF-α, and VEGF-A were measured via enzyme-linked immunosorbent assays. The Modified Response Evaluation Criteria in Solid Tumors were used to assess tumor responses.
The median survival time of HCC patients in cohorts 1 (HAIC-treated) and 2 (sorafenib-treated) were 12.0 and 12.4 months, respectively. Kaplan-Meier analysis revealed no significant survival differences between the 2 groups. Patients who survived more than 2 years after sorafenib treatment exhibited higher serum levels of IL-10, IL-12, TNF-a, IL-8, SDF-1, EGF, PDGF-BB, SCF, and TGF-α. Furthermore, cohort 2 patients with higher serum IL-5 (>12 pg/mL), IL-8 (>10 pg/mL), PDGF-BB (>300 pg/mL), and VEGF-A (>50 pg/mL) levels achieved longer survival; cohort 1 patients did not. Hierarchical cluster analysis of 6 cytokines robustly enriched for comparison analysis between cohorts 1 and 2 (IL-5, IL-8, TGF-α, PDGF-BB, CXCL9, and VEGF-A) revealed that elevation of these cytokines correlated with better survival when treated with sorafenib but not with HAIC.
Patients who exhibited survival benefits owing to sorafenib treatment tended to present higher serum cytokines levels, potentially reflecting the activation of stromal signaling in the tumor microenvironment. Our study thus introduces novel biomarkers that may identify advanced HCC patients who may experience survival benefits with sorafenib treatment.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>29258450</pmid><doi>10.1186/s12885-017-3889-x</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Analysis Antimitotic agents Antineoplastic agents Cancer Chemokine Chemotherapy Cytokine Cytokines Enzymes Growth factor Growth factors Hepatic arterial infusion chemotherapy Hepatocellular carcinoma Hepatoma Medical research Medicine, Experimental Patient outcomes Prognosis Sorafenib Tyrosine Vascular endothelial growth factor |
title | Serum cytokine profiles predict survival benefits in patients with advanced hepatocellular carcinoma treated with sorafenib: a retrospective cohort study |
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