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A Multiparametric Serum Kallikrein Panel for Diagnosis of Non–Small Cell Lung Carcinoma

Purpose: Human tissue kallikreins are a family of 15 secreted serine proteases. We have previously shown that the expression of several tissue kallikreins is significantly altered at the transcriptional level in lung cancer. Here, we examined the clinical value of 11 members of the tissue kallikrein...

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Published in:Clinical cancer research 2008-03, Vol.14 (5), p.1355-1362
Main Authors: PLANQUE, Chris, LIN LI, YINGYE ZHENG, SOOSAIPILLAI, Antoninus, RECKAMP, Karen, CHIA, David, DIAMANDIS, Eleftherios P, GOODGLICK, Lee
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cited_by cdi_FETCH-LOGICAL-c448t-a739e6ed02ed373026b05e786976aa5c7a1ed7d7ea0447fb42d977595affdffb3
cites cdi_FETCH-LOGICAL-c448t-a739e6ed02ed373026b05e786976aa5c7a1ed7d7ea0447fb42d977595affdffb3
container_end_page 1362
container_issue 5
container_start_page 1355
container_title Clinical cancer research
container_volume 14
creator PLANQUE, Chris
LIN LI
YINGYE ZHENG
SOOSAIPILLAI, Antoninus
RECKAMP, Karen
CHIA, David
DIAMANDIS, Eleftherios P
GOODGLICK, Lee
description Purpose: Human tissue kallikreins are a family of 15 secreted serine proteases. We have previously shown that the expression of several tissue kallikreins is significantly altered at the transcriptional level in lung cancer. Here, we examined the clinical value of 11 members of the tissue kallikrein family as potential biomarkers for lung cancer diagnosis. Experimental Design: Serum specimens from 51 patients with non–small cell lung cancer (NSCLC) and from 50 healthy volunteers were collected. Samples were analyzed for 11 kallikreins (KLK1, KLK4-8, and KLK10-14) by specific ELISA. Data were statistically compared and receiver operating characteristic curves were constructed for each kallikrein and for various combinations. Results: Compared with sera from normal subjects, sera of patients with NSCLC had lower levels of KLK5, KLK7, KLK8, KLK10, and KLK12, and higher levels of KLK11, KLK13, and KLK14. Expression of KLK11 and KLK12 was positively correlated with stage. With the exception of KLK5, expression of kallikreins was independent of smoking status and gender. KLK11, KLK12, KLK13, and KLK14 were associated with higher risk of NSCLC as determined by univariate analysis and confirmed by multivariate analysis. The receiver operating characteristic curve of KLK4, KLK8, KLK10, KLK11, KLK12, KLK13, and KLK14 combined exhibited an area under the curve of 0.90 (95% confidence interval, 0.87-0.97). Conclusions: We propose a multiparametric panel of kallikrein markers for lung cancer diagnosis with relatively good accuracy. This model requires validation with a larger series and may be further improved by addition of other biomarkers.
doi_str_mv 10.1158/1078-0432.CCR-07-4117
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We have previously shown that the expression of several tissue kallikreins is significantly altered at the transcriptional level in lung cancer. Here, we examined the clinical value of 11 members of the tissue kallikrein family as potential biomarkers for lung cancer diagnosis. Experimental Design: Serum specimens from 51 patients with non–small cell lung cancer (NSCLC) and from 50 healthy volunteers were collected. Samples were analyzed for 11 kallikreins (KLK1, KLK4-8, and KLK10-14) by specific ELISA. Data were statistically compared and receiver operating characteristic curves were constructed for each kallikrein and for various combinations. Results: Compared with sera from normal subjects, sera of patients with NSCLC had lower levels of KLK5, KLK7, KLK8, KLK10, and KLK12, and higher levels of KLK11, KLK13, and KLK14. Expression of KLK11 and KLK12 was positively correlated with stage. With the exception of KLK5, expression of kallikreins was independent of smoking status and gender. KLK11, KLK12, KLK13, and KLK14 were associated with higher risk of NSCLC as determined by univariate analysis and confirmed by multivariate analysis. The receiver operating characteristic curve of KLK4, KLK8, KLK10, KLK11, KLK12, KLK13, and KLK14 combined exhibited an area under the curve of 0.90 (95% confidence interval, 0.87-0.97). Conclusions: We propose a multiparametric panel of kallikrein markers for lung cancer diagnosis with relatively good accuracy. This model requires validation with a larger series and may be further improved by addition of other biomarkers.</description><identifier>ISSN: 1078-0432</identifier><identifier>EISSN: 1557-3265</identifier><identifier>DOI: 10.1158/1078-0432.CCR-07-4117</identifier><identifier>PMID: 18316555</identifier><language>eng</language><publisher>Philadelphia, PA: American Association for Cancer Research</publisher><subject>Adenocarcinoma - blood ; Adenocarcinoma - pathology ; Adenocarcinoma, Bronchiolo-Alveolar - blood ; Adenocarcinoma, Bronchiolo-Alveolar - pathology ; Adult ; Antineoplastic agents ; Biological and medical sciences ; Biomarkers, Tumor - blood ; Carcinoma, Large Cell - blood ; Carcinoma, Large Cell - pathology ; Carcinoma, Non-Small-Cell Lung - blood ; Carcinoma, Non-Small-Cell Lung - pathology ; Case-Control Studies ; Enzyme-Linked Immunosorbent Assay ; Female ; Gene Expression Regulation, Neoplastic ; Human tissue kallikreins ; Humans ; Lung Neoplasms - blood ; Lung Neoplasms - pathology ; Male ; Medical sciences ; Middle Aged ; multiparametric analysis ; Neoplasm Recurrence, Local - blood ; Neoplasm Recurrence, Local - pathology ; non–small cell lung cancer ; Pharmacology. Drug treatments ; Pneumology ; ROC Curve ; serine proteases ; serologic markers ; Tissue Kallikreins - blood ; Tumors of the respiratory system and mediastinum</subject><ispartof>Clinical cancer research, 2008-03, Vol.14 (5), p.1355-1362</ispartof><rights>2008 INIST-CNRS</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c448t-a739e6ed02ed373026b05e786976aa5c7a1ed7d7ea0447fb42d977595affdffb3</citedby><cites>FETCH-LOGICAL-c448t-a739e6ed02ed373026b05e786976aa5c7a1ed7d7ea0447fb42d977595affdffb3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&amp;idt=20192232$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/18316555$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>PLANQUE, Chris</creatorcontrib><creatorcontrib>LIN LI</creatorcontrib><creatorcontrib>YINGYE ZHENG</creatorcontrib><creatorcontrib>SOOSAIPILLAI, Antoninus</creatorcontrib><creatorcontrib>RECKAMP, Karen</creatorcontrib><creatorcontrib>CHIA, David</creatorcontrib><creatorcontrib>DIAMANDIS, Eleftherios P</creatorcontrib><creatorcontrib>GOODGLICK, Lee</creatorcontrib><title>A Multiparametric Serum Kallikrein Panel for Diagnosis of Non–Small Cell Lung Carcinoma</title><title>Clinical cancer research</title><addtitle>Clin Cancer Res</addtitle><description>Purpose: Human tissue kallikreins are a family of 15 secreted serine proteases. We have previously shown that the expression of several tissue kallikreins is significantly altered at the transcriptional level in lung cancer. Here, we examined the clinical value of 11 members of the tissue kallikrein family as potential biomarkers for lung cancer diagnosis. Experimental Design: Serum specimens from 51 patients with non–small cell lung cancer (NSCLC) and from 50 healthy volunteers were collected. Samples were analyzed for 11 kallikreins (KLK1, KLK4-8, and KLK10-14) by specific ELISA. Data were statistically compared and receiver operating characteristic curves were constructed for each kallikrein and for various combinations. Results: Compared with sera from normal subjects, sera of patients with NSCLC had lower levels of KLK5, KLK7, KLK8, KLK10, and KLK12, and higher levels of KLK11, KLK13, and KLK14. Expression of KLK11 and KLK12 was positively correlated with stage. With the exception of KLK5, expression of kallikreins was independent of smoking status and gender. KLK11, KLK12, KLK13, and KLK14 were associated with higher risk of NSCLC as determined by univariate analysis and confirmed by multivariate analysis. The receiver operating characteristic curve of KLK4, KLK8, KLK10, KLK11, KLK12, KLK13, and KLK14 combined exhibited an area under the curve of 0.90 (95% confidence interval, 0.87-0.97). Conclusions: We propose a multiparametric panel of kallikrein markers for lung cancer diagnosis with relatively good accuracy. This model requires validation with a larger series and may be further improved by addition of other biomarkers.</description><subject>Adenocarcinoma - blood</subject><subject>Adenocarcinoma - pathology</subject><subject>Adenocarcinoma, Bronchiolo-Alveolar - blood</subject><subject>Adenocarcinoma, Bronchiolo-Alveolar - pathology</subject><subject>Adult</subject><subject>Antineoplastic agents</subject><subject>Biological and medical sciences</subject><subject>Biomarkers, Tumor - blood</subject><subject>Carcinoma, Large Cell - blood</subject><subject>Carcinoma, Large Cell - pathology</subject><subject>Carcinoma, Non-Small-Cell Lung - blood</subject><subject>Carcinoma, Non-Small-Cell Lung - pathology</subject><subject>Case-Control Studies</subject><subject>Enzyme-Linked Immunosorbent Assay</subject><subject>Female</subject><subject>Gene Expression Regulation, Neoplastic</subject><subject>Human tissue kallikreins</subject><subject>Humans</subject><subject>Lung Neoplasms - blood</subject><subject>Lung Neoplasms - pathology</subject><subject>Male</subject><subject>Medical sciences</subject><subject>Middle Aged</subject><subject>multiparametric analysis</subject><subject>Neoplasm Recurrence, Local - blood</subject><subject>Neoplasm Recurrence, Local - pathology</subject><subject>non–small cell lung cancer</subject><subject>Pharmacology. Drug treatments</subject><subject>Pneumology</subject><subject>ROC Curve</subject><subject>serine proteases</subject><subject>serologic markers</subject><subject>Tissue Kallikreins - blood</subject><subject>Tumors of the respiratory system and mediastinum</subject><issn>1078-0432</issn><issn>1557-3265</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2008</creationdate><recordtype>article</recordtype><recordid>eNqFkMluFDEQhi1ERBZ4BJAvoFw6eG13H6MmAcRkUUIOOVk17vKMoZeJPa0oN96BN-RJ8GgGOHKpqsNXVb8-Ql5zdsK5rt5zZqqCKSlOmuamYKZQnJtn5IBrbQopSv08z3-YfXKY0jfGuOJMvSD7vJK81FofkPtTejF167CCCD2uY3D0FuPU0y_QdeF7xDDQaxiwo36M9EOAxTCmkOjo6eU4_Prx87bPIG0wl9k0LGgD0YVh7OEl2fPQJXy160fk7vzsa_OpmF19_NyczgqnVLUuwMgaS2yZwFYayUQ5ZxpNVdamBNDOAMfWtAaBKWX8XIm2NkbXGrxvvZ_LI_Jue3cVx4cJ09r2IbmcJ6cep2QNk2U2Vv4XFCw_rYTKoN6CLo4pRfR2FUMP8clyZjfy7Uas3Yi1Wb5lxm7k5703uwfTvMf239bOdgbe7gBIDjofYXAh_eUE47UQUmTueMstw2L5GCJal0mMERNmvUvLldWWy3zyN3mvm4I</recordid><startdate>20080301</startdate><enddate>20080301</enddate><creator>PLANQUE, Chris</creator><creator>LIN LI</creator><creator>YINGYE ZHENG</creator><creator>SOOSAIPILLAI, Antoninus</creator><creator>RECKAMP, Karen</creator><creator>CHIA, David</creator><creator>DIAMANDIS, Eleftherios P</creator><creator>GOODGLICK, Lee</creator><general>American Association for Cancer Research</general><scope>IQODW</scope><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>7TM</scope><scope>7X8</scope></search><sort><creationdate>20080301</creationdate><title>A Multiparametric Serum Kallikrein Panel for Diagnosis of Non–Small Cell Lung Carcinoma</title><author>PLANQUE, Chris ; LIN LI ; YINGYE ZHENG ; SOOSAIPILLAI, Antoninus ; RECKAMP, Karen ; CHIA, David ; DIAMANDIS, Eleftherios P ; GOODGLICK, Lee</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c448t-a739e6ed02ed373026b05e786976aa5c7a1ed7d7ea0447fb42d977595affdffb3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2008</creationdate><topic>Adenocarcinoma - blood</topic><topic>Adenocarcinoma - pathology</topic><topic>Adenocarcinoma, Bronchiolo-Alveolar - blood</topic><topic>Adenocarcinoma, Bronchiolo-Alveolar - pathology</topic><topic>Adult</topic><topic>Antineoplastic agents</topic><topic>Biological and medical sciences</topic><topic>Biomarkers, Tumor - blood</topic><topic>Carcinoma, Large Cell - blood</topic><topic>Carcinoma, Large Cell - pathology</topic><topic>Carcinoma, Non-Small-Cell Lung - blood</topic><topic>Carcinoma, Non-Small-Cell Lung - pathology</topic><topic>Case-Control Studies</topic><topic>Enzyme-Linked Immunosorbent Assay</topic><topic>Female</topic><topic>Gene Expression Regulation, Neoplastic</topic><topic>Human tissue kallikreins</topic><topic>Humans</topic><topic>Lung Neoplasms - blood</topic><topic>Lung Neoplasms - pathology</topic><topic>Male</topic><topic>Medical sciences</topic><topic>Middle Aged</topic><topic>multiparametric analysis</topic><topic>Neoplasm Recurrence, Local - blood</topic><topic>Neoplasm Recurrence, Local - pathology</topic><topic>non–small cell lung cancer</topic><topic>Pharmacology. Drug treatments</topic><topic>Pneumology</topic><topic>ROC Curve</topic><topic>serine proteases</topic><topic>serologic markers</topic><topic>Tissue Kallikreins - blood</topic><topic>Tumors of the respiratory system and mediastinum</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>PLANQUE, Chris</creatorcontrib><creatorcontrib>LIN LI</creatorcontrib><creatorcontrib>YINGYE ZHENG</creatorcontrib><creatorcontrib>SOOSAIPILLAI, Antoninus</creatorcontrib><creatorcontrib>RECKAMP, Karen</creatorcontrib><creatorcontrib>CHIA, David</creatorcontrib><creatorcontrib>DIAMANDIS, Eleftherios P</creatorcontrib><creatorcontrib>GOODGLICK, Lee</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Nucleic Acids Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Clinical cancer research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>PLANQUE, Chris</au><au>LIN LI</au><au>YINGYE ZHENG</au><au>SOOSAIPILLAI, Antoninus</au><au>RECKAMP, Karen</au><au>CHIA, David</au><au>DIAMANDIS, Eleftherios P</au><au>GOODGLICK, Lee</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Multiparametric Serum Kallikrein Panel for Diagnosis of Non–Small Cell Lung Carcinoma</atitle><jtitle>Clinical cancer research</jtitle><addtitle>Clin Cancer Res</addtitle><date>2008-03-01</date><risdate>2008</risdate><volume>14</volume><issue>5</issue><spage>1355</spage><epage>1362</epage><pages>1355-1362</pages><issn>1078-0432</issn><eissn>1557-3265</eissn><abstract>Purpose: Human tissue kallikreins are a family of 15 secreted serine proteases. We have previously shown that the expression of several tissue kallikreins is significantly altered at the transcriptional level in lung cancer. Here, we examined the clinical value of 11 members of the tissue kallikrein family as potential biomarkers for lung cancer diagnosis. Experimental Design: Serum specimens from 51 patients with non–small cell lung cancer (NSCLC) and from 50 healthy volunteers were collected. Samples were analyzed for 11 kallikreins (KLK1, KLK4-8, and KLK10-14) by specific ELISA. Data were statistically compared and receiver operating characteristic curves were constructed for each kallikrein and for various combinations. Results: Compared with sera from normal subjects, sera of patients with NSCLC had lower levels of KLK5, KLK7, KLK8, KLK10, and KLK12, and higher levels of KLK11, KLK13, and KLK14. Expression of KLK11 and KLK12 was positively correlated with stage. With the exception of KLK5, expression of kallikreins was independent of smoking status and gender. KLK11, KLK12, KLK13, and KLK14 were associated with higher risk of NSCLC as determined by univariate analysis and confirmed by multivariate analysis. The receiver operating characteristic curve of KLK4, KLK8, KLK10, KLK11, KLK12, KLK13, and KLK14 combined exhibited an area under the curve of 0.90 (95% confidence interval, 0.87-0.97). Conclusions: We propose a multiparametric panel of kallikrein markers for lung cancer diagnosis with relatively good accuracy. This model requires validation with a larger series and may be further improved by addition of other biomarkers.</abstract><cop>Philadelphia, PA</cop><pub>American Association for Cancer Research</pub><pmid>18316555</pmid><doi>10.1158/1078-0432.CCR-07-4117</doi><tpages>8</tpages><oa>free_for_read</oa></addata></record>
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subjects Adenocarcinoma - blood
Adenocarcinoma - pathology
Adenocarcinoma, Bronchiolo-Alveolar - blood
Adenocarcinoma, Bronchiolo-Alveolar - pathology
Adult
Antineoplastic agents
Biological and medical sciences
Biomarkers, Tumor - blood
Carcinoma, Large Cell - blood
Carcinoma, Large Cell - pathology
Carcinoma, Non-Small-Cell Lung - blood
Carcinoma, Non-Small-Cell Lung - pathology
Case-Control Studies
Enzyme-Linked Immunosorbent Assay
Female
Gene Expression Regulation, Neoplastic
Human tissue kallikreins
Humans
Lung Neoplasms - blood
Lung Neoplasms - pathology
Male
Medical sciences
Middle Aged
multiparametric analysis
Neoplasm Recurrence, Local - blood
Neoplasm Recurrence, Local - pathology
non–small cell lung cancer
Pharmacology. Drug treatments
Pneumology
ROC Curve
serine proteases
serologic markers
Tissue Kallikreins - blood
Tumors of the respiratory system and mediastinum
title A Multiparametric Serum Kallikrein Panel for Diagnosis of Non–Small Cell Lung Carcinoma
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