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A Multimarker Prognostic Assay for Primary Cutaneous Melanoma
Purpose: To determine the prognostic significance of a multimarker assay incorporating expression levels of three molecular markers in primary cutaneous melanoma. Experimental Design: We assessed expression levels of NCOA3, SPP1, and RGS1 using immunohistochemical analysis in a tissue microarray coh...
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Published in: | Clinical cancer research 2009-11, Vol.15 (22), p.6987-6992 |
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creator | Kashani-Sabet, Mohammed Venna, Suraj Nosrati, Mehdi Rangel, Javier Sucker, Antje Egberts, Friederike Baehner, Frederick L Simko, Jeff Leong, Stanley P L Haqq, Chris Hauschild, Axel Schadendorf, Dirk Miller, 3rd, James R Sagebiel, Richard W |
description | Purpose: To determine the prognostic significance of a multimarker assay incorporating expression levels of three molecular markers
in primary cutaneous melanoma.
Experimental Design: We assessed expression levels of NCOA3, SPP1, and RGS1 using immunohistochemical analysis in a tissue microarray cohort of
395 patients. For each marker, we identified optimal cut-points for expression intensity to predict disease-specific survival
(DSS) and, as a secondary endpoint, sentinel lymph node (SLN) status. The cumulative overexpression of all three markers was
embodied in a multimarker index, and its prognostic effect on DSS and SLN status was assessed using Cox regression, Kaplan-Meier
analysis, and logistic regression. The prognostic effect of this multimarker assay on DSS was assessed in an independent cohort
of 141 patients, in which marker expression levels were scored using immunohistochemical analysis of stained tissue sections.
Results: Increasing multimarker index scores were significantly predictive of reduced DSS and increased SLN metastasis in the 395-patient
cohort. Multivariate logistic regression analysis revealed multimarker expression scores as an independent predictor of SLN
status ( P = 0.001). Multivariate Cox regression analysis showed the independent effect of the multimarker index on DSS ( P < 0.001). The multimarker index was the most significant factor predicting DSS when compared with other clinical and histologic
factors, including SLN status ( P = 0.002). Multimarker expression scores were also the most significantly predictive of DSS in the independent cohort ( P = 0.01).
Conclusions: These results describe a multimarker assay with independent prognostic effect on the prediction of survival associated with
melanoma in two distinct cohorts. (Clin Cancer Res 2009;15(22):6987–92) |
doi_str_mv | 10.1158/1078-0432.CCR-09-1777 |
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in primary cutaneous melanoma.
Experimental Design: We assessed expression levels of NCOA3, SPP1, and RGS1 using immunohistochemical analysis in a tissue microarray cohort of
395 patients. For each marker, we identified optimal cut-points for expression intensity to predict disease-specific survival
(DSS) and, as a secondary endpoint, sentinel lymph node (SLN) status. The cumulative overexpression of all three markers was
embodied in a multimarker index, and its prognostic effect on DSS and SLN status was assessed using Cox regression, Kaplan-Meier
analysis, and logistic regression. The prognostic effect of this multimarker assay on DSS was assessed in an independent cohort
of 141 patients, in which marker expression levels were scored using immunohistochemical analysis of stained tissue sections.
Results: Increasing multimarker index scores were significantly predictive of reduced DSS and increased SLN metastasis in the 395-patient
cohort. Multivariate logistic regression analysis revealed multimarker expression scores as an independent predictor of SLN
status ( P = 0.001). Multivariate Cox regression analysis showed the independent effect of the multimarker index on DSS ( P < 0.001). The multimarker index was the most significant factor predicting DSS when compared with other clinical and histologic
factors, including SLN status ( P = 0.002). Multimarker expression scores were also the most significantly predictive of DSS in the independent cohort ( P = 0.01).
Conclusions: These results describe a multimarker assay with independent prognostic effect on the prediction of survival associated with
melanoma in two distinct cohorts. (Clin Cancer Res 2009;15(22):6987–92)</description><identifier>ISSN: 1078-0432</identifier><identifier>EISSN: 1557-3265</identifier><identifier>DOI: 10.1158/1078-0432.CCR-09-1777</identifier><identifier>PMID: 19887476</identifier><language>eng</language><publisher>United States: American Association for Cancer Research</publisher><subject>biomarkers ; Biomarkers, Tumor - metabolism ; Cohort Studies ; Disease-Free Survival ; Gene Expression Regulation, Neoplastic ; Humans ; Immunohistochemistry - methods ; Lymphatic Metastasis ; Medical Oncology - methods ; melanoma ; Melanoma - diagnosis ; Melanoma - metabolism ; Neoplasm Metastasis ; Oligonucleotide Array Sequence Analysis ; Prognosis ; Regression Analysis ; Skin Neoplasms - diagnosis ; Skin Neoplasms - metabolism ; Treatment Outcome</subject><ispartof>Clinical cancer research, 2009-11, Vol.15 (22), p.6987-6992</ispartof><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c389t-318a4aa503e1b36f4620cb801cd94a1dcadcf02a80fff6f73511b376e83a33cb3</citedby><cites>FETCH-LOGICAL-c389t-318a4aa503e1b36f4620cb801cd94a1dcadcf02a80fff6f73511b376e83a33cb3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/19887476$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Kashani-Sabet, Mohammed</creatorcontrib><creatorcontrib>Venna, Suraj</creatorcontrib><creatorcontrib>Nosrati, Mehdi</creatorcontrib><creatorcontrib>Rangel, Javier</creatorcontrib><creatorcontrib>Sucker, Antje</creatorcontrib><creatorcontrib>Egberts, Friederike</creatorcontrib><creatorcontrib>Baehner, Frederick L</creatorcontrib><creatorcontrib>Simko, Jeff</creatorcontrib><creatorcontrib>Leong, Stanley P L</creatorcontrib><creatorcontrib>Haqq, Chris</creatorcontrib><creatorcontrib>Hauschild, Axel</creatorcontrib><creatorcontrib>Schadendorf, Dirk</creatorcontrib><creatorcontrib>Miller, 3rd, James R</creatorcontrib><creatorcontrib>Sagebiel, Richard W</creatorcontrib><title>A Multimarker Prognostic Assay for Primary Cutaneous Melanoma</title><title>Clinical cancer research</title><addtitle>Clin Cancer Res</addtitle><description>Purpose: To determine the prognostic significance of a multimarker assay incorporating expression levels of three molecular markers
in primary cutaneous melanoma.
Experimental Design: We assessed expression levels of NCOA3, SPP1, and RGS1 using immunohistochemical analysis in a tissue microarray cohort of
395 patients. For each marker, we identified optimal cut-points for expression intensity to predict disease-specific survival
(DSS) and, as a secondary endpoint, sentinel lymph node (SLN) status. The cumulative overexpression of all three markers was
embodied in a multimarker index, and its prognostic effect on DSS and SLN status was assessed using Cox regression, Kaplan-Meier
analysis, and logistic regression. The prognostic effect of this multimarker assay on DSS was assessed in an independent cohort
of 141 patients, in which marker expression levels were scored using immunohistochemical analysis of stained tissue sections.
Results: Increasing multimarker index scores were significantly predictive of reduced DSS and increased SLN metastasis in the 395-patient
cohort. Multivariate logistic regression analysis revealed multimarker expression scores as an independent predictor of SLN
status ( P = 0.001). Multivariate Cox regression analysis showed the independent effect of the multimarker index on DSS ( P < 0.001). The multimarker index was the most significant factor predicting DSS when compared with other clinical and histologic
factors, including SLN status ( P = 0.002). Multimarker expression scores were also the most significantly predictive of DSS in the independent cohort ( P = 0.01).
Conclusions: These results describe a multimarker assay with independent prognostic effect on the prediction of survival associated with
melanoma in two distinct cohorts. (Clin Cancer Res 2009;15(22):6987–92)</description><subject>biomarkers</subject><subject>Biomarkers, Tumor - metabolism</subject><subject>Cohort Studies</subject><subject>Disease-Free Survival</subject><subject>Gene Expression Regulation, Neoplastic</subject><subject>Humans</subject><subject>Immunohistochemistry - methods</subject><subject>Lymphatic Metastasis</subject><subject>Medical Oncology - methods</subject><subject>melanoma</subject><subject>Melanoma - diagnosis</subject><subject>Melanoma - metabolism</subject><subject>Neoplasm Metastasis</subject><subject>Oligonucleotide Array Sequence Analysis</subject><subject>Prognosis</subject><subject>Regression Analysis</subject><subject>Skin Neoplasms - diagnosis</subject><subject>Skin Neoplasms - metabolism</subject><subject>Treatment Outcome</subject><issn>1078-0432</issn><issn>1557-3265</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2009</creationdate><recordtype>article</recordtype><recordid>eNpFkE1PwzAMhiMEYmPwE0C9IQ4dcdM06YHDVPElbQIhOEdummyFdh1JK7R_T6sOcbLlPHZePYRcAp0DcHkLVMiQxiyaZ9lbSNMQhBBHZAqci5BFCT_u-z9mQs68_6QUYqDxKZlAKqWIRTIld4tg1VVtWaP7Mi54dc162_i21MHCe9wHthmGw_M-yLoWt6bpfLAyFW6bGs_JicXKm4tDnZGPh_v37Clcvjw-Z4tlqJlM25CBxBiRU2YgZ4mNk4jqXFLQRRojFBoLbWmEklprEysYh54TiZEMGdM5m5Hr8e7ONd-d8a2qS69NVY15lGBMpBBJ0ZN8JLVrvHfGqt2YXgFVgzg1SFGDFNWLUzRVg7h-7-rwQ5fXpvjfOpjqgZsR2JTrzU_pjNK41cY54w06vVHAVRSpJO1D_ALCZnd4</recordid><startdate>20091115</startdate><enddate>20091115</enddate><creator>Kashani-Sabet, Mohammed</creator><creator>Venna, Suraj</creator><creator>Nosrati, Mehdi</creator><creator>Rangel, Javier</creator><creator>Sucker, Antje</creator><creator>Egberts, Friederike</creator><creator>Baehner, Frederick L</creator><creator>Simko, Jeff</creator><creator>Leong, Stanley P L</creator><creator>Haqq, Chris</creator><creator>Hauschild, Axel</creator><creator>Schadendorf, Dirk</creator><creator>Miller, 3rd, James R</creator><creator>Sagebiel, Richard W</creator><general>American Association for Cancer Research</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></search><sort><creationdate>20091115</creationdate><title>A Multimarker Prognostic Assay for Primary Cutaneous Melanoma</title><author>Kashani-Sabet, Mohammed ; Venna, Suraj ; Nosrati, Mehdi ; Rangel, Javier ; Sucker, Antje ; Egberts, Friederike ; Baehner, Frederick L ; Simko, Jeff ; Leong, Stanley P L ; Haqq, Chris ; Hauschild, Axel ; Schadendorf, Dirk ; Miller, 3rd, James R ; Sagebiel, Richard W</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c389t-318a4aa503e1b36f4620cb801cd94a1dcadcf02a80fff6f73511b376e83a33cb3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2009</creationdate><topic>biomarkers</topic><topic>Biomarkers, Tumor - metabolism</topic><topic>Cohort Studies</topic><topic>Disease-Free Survival</topic><topic>Gene Expression Regulation, Neoplastic</topic><topic>Humans</topic><topic>Immunohistochemistry - methods</topic><topic>Lymphatic Metastasis</topic><topic>Medical Oncology - methods</topic><topic>melanoma</topic><topic>Melanoma - diagnosis</topic><topic>Melanoma - metabolism</topic><topic>Neoplasm Metastasis</topic><topic>Oligonucleotide Array Sequence Analysis</topic><topic>Prognosis</topic><topic>Regression Analysis</topic><topic>Skin Neoplasms - diagnosis</topic><topic>Skin Neoplasms - metabolism</topic><topic>Treatment Outcome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kashani-Sabet, Mohammed</creatorcontrib><creatorcontrib>Venna, Suraj</creatorcontrib><creatorcontrib>Nosrati, Mehdi</creatorcontrib><creatorcontrib>Rangel, Javier</creatorcontrib><creatorcontrib>Sucker, Antje</creatorcontrib><creatorcontrib>Egberts, Friederike</creatorcontrib><creatorcontrib>Baehner, Frederick L</creatorcontrib><creatorcontrib>Simko, Jeff</creatorcontrib><creatorcontrib>Leong, Stanley P L</creatorcontrib><creatorcontrib>Haqq, Chris</creatorcontrib><creatorcontrib>Hauschild, Axel</creatorcontrib><creatorcontrib>Schadendorf, Dirk</creatorcontrib><creatorcontrib>Miller, 3rd, James R</creatorcontrib><creatorcontrib>Sagebiel, Richard W</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>Clinical cancer research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kashani-Sabet, Mohammed</au><au>Venna, Suraj</au><au>Nosrati, Mehdi</au><au>Rangel, Javier</au><au>Sucker, Antje</au><au>Egberts, Friederike</au><au>Baehner, Frederick L</au><au>Simko, Jeff</au><au>Leong, Stanley P L</au><au>Haqq, Chris</au><au>Hauschild, Axel</au><au>Schadendorf, Dirk</au><au>Miller, 3rd, James R</au><au>Sagebiel, Richard W</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Multimarker Prognostic Assay for Primary Cutaneous Melanoma</atitle><jtitle>Clinical cancer research</jtitle><addtitle>Clin Cancer Res</addtitle><date>2009-11-15</date><risdate>2009</risdate><volume>15</volume><issue>22</issue><spage>6987</spage><epage>6992</epage><pages>6987-6992</pages><issn>1078-0432</issn><eissn>1557-3265</eissn><abstract>Purpose: To determine the prognostic significance of a multimarker assay incorporating expression levels of three molecular markers
in primary cutaneous melanoma.
Experimental Design: We assessed expression levels of NCOA3, SPP1, and RGS1 using immunohistochemical analysis in a tissue microarray cohort of
395 patients. For each marker, we identified optimal cut-points for expression intensity to predict disease-specific survival
(DSS) and, as a secondary endpoint, sentinel lymph node (SLN) status. The cumulative overexpression of all three markers was
embodied in a multimarker index, and its prognostic effect on DSS and SLN status was assessed using Cox regression, Kaplan-Meier
analysis, and logistic regression. The prognostic effect of this multimarker assay on DSS was assessed in an independent cohort
of 141 patients, in which marker expression levels were scored using immunohistochemical analysis of stained tissue sections.
Results: Increasing multimarker index scores were significantly predictive of reduced DSS and increased SLN metastasis in the 395-patient
cohort. Multivariate logistic regression analysis revealed multimarker expression scores as an independent predictor of SLN
status ( P = 0.001). Multivariate Cox regression analysis showed the independent effect of the multimarker index on DSS ( P < 0.001). The multimarker index was the most significant factor predicting DSS when compared with other clinical and histologic
factors, including SLN status ( P = 0.002). Multimarker expression scores were also the most significantly predictive of DSS in the independent cohort ( P = 0.01).
Conclusions: These results describe a multimarker assay with independent prognostic effect on the prediction of survival associated with
melanoma in two distinct cohorts. (Clin Cancer Res 2009;15(22):6987–92)</abstract><cop>United States</cop><pub>American Association for Cancer Research</pub><pmid>19887476</pmid><doi>10.1158/1078-0432.CCR-09-1777</doi><tpages>6</tpages><oa>free_for_read</oa></addata></record> |
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source | Freely Accessible Science Journals |
subjects | biomarkers Biomarkers, Tumor - metabolism Cohort Studies Disease-Free Survival Gene Expression Regulation, Neoplastic Humans Immunohistochemistry - methods Lymphatic Metastasis Medical Oncology - methods melanoma Melanoma - diagnosis Melanoma - metabolism Neoplasm Metastasis Oligonucleotide Array Sequence Analysis Prognosis Regression Analysis Skin Neoplasms - diagnosis Skin Neoplasms - metabolism Treatment Outcome |
title | A Multimarker Prognostic Assay for Primary Cutaneous Melanoma |
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