Serum proteome profiling detects myelodysplastic syndromes and identifies CXC chemokine ligands 4 and 7 as markers for advanced disease
Myelodysplastic syndromes (MDS) are among the most frequent hematologic malignancies. Patients have a short survival and often progress to acute myeloid leukemia. The diagnosis of MDS can be difficult; there is a paucity of molecular markers, and the pathophysiology is largely unknown. Therefore, we...
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creator | Aivado, Manuel Spentzos, Dimitrios Germing, Ulrich Alterovitz, Gil Meng, Xiao-Ying Grall, Franck Giagounidis, Aristoteles A.N Klement, Giannoula Steidl, Ulrich Otu, Hasan H Czibere, Akos Prall, Wolf C Iking-Konert, Christof Shayne, Michelle Ramoni, Marco F Gattermann, Norbert Haas, Rainer Mitsiades, Constantine S Fung, Eric T Libermann, Towia A |
description | Myelodysplastic syndromes (MDS) are among the most frequent hematologic malignancies. Patients have a short survival and often progress to acute myeloid leukemia. The diagnosis of MDS can be difficult; there is a paucity of molecular markers, and the pathophysiology is largely unknown. Therefore, we conducted a multicenter study investigating whether serum proteome profiling may serve as a noninvasive platform to discover novel molecular markers for MDS. We generated serum proteome profiles from 218 individuals by MS and identified a profile that distinguishes MDS from non-MDS cytopenias in a learning sample set. This profile was validated by testing its ability to predict MDS in a first independent validation set and a second, prospectively collected, independent validation set run 5 months apart. Accuracy was 80.5% in the first and 79.0% in the second validation set. Peptide mass fingerprinting and quadrupole TOF MS identified two differential proteins: CXC chemokine ligands 4 (CXCL4) and 7 (CXCL7), both of which had significantly decreased serum levels in MDS, as confirmed with independent antibody assays. Western blot analyses of platelet lysates for these two platelet-derived molecules revealed a lack of CXCL4 and CXCL7 in MDS. Subtype analyses revealed that these two proteins have decreased serum levels in advanced MDS, suggesting the possibility of a concerted disturbance of transcription or translation of these chemokines in advanced MDS. |
doi_str_mv | 10.1073/pnas.0610330104 |
format | Article |
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Patients have a short survival and often progress to acute myeloid leukemia. The diagnosis of MDS can be difficult; there is a paucity of molecular markers, and the pathophysiology is largely unknown. Therefore, we conducted a multicenter study investigating whether serum proteome profiling may serve as a noninvasive platform to discover novel molecular markers for MDS. We generated serum proteome profiles from 218 individuals by MS and identified a profile that distinguishes MDS from non-MDS cytopenias in a learning sample set. This profile was validated by testing its ability to predict MDS in a first independent validation set and a second, prospectively collected, independent validation set run 5 months apart. Accuracy was 80.5% in the first and 79.0% in the second validation set. Peptide mass fingerprinting and quadrupole TOF MS identified two differential proteins: CXC chemokine ligands 4 (CXCL4) and 7 (CXCL7), both of which had significantly decreased serum levels in MDS, as confirmed with independent antibody assays. Western blot analyses of platelet lysates for these two platelet-derived molecules revealed a lack of CXCL4 and CXCL7 in MDS. Subtype analyses revealed that these two proteins have decreased serum levels in advanced MDS, suggesting the possibility of a concerted disturbance of transcription or translation of these chemokines in advanced MDS.</description><identifier>ISSN: 0027-8424</identifier><identifier>EISSN: 1091-6490</identifier><identifier>DOI: 10.1073/pnas.0610330104</identifier><identifier>PMID: 17220270</identifier><language>eng</language><publisher>United States: National Academy of Sciences</publisher><subject>Antibodies ; Biological Sciences ; Biomarkers - metabolism ; Blasts ; Blood ; Blood Proteins - chemistry ; Chemokines, CXC - metabolism ; CXC chemokines ; Cytokines ; Genetic markers ; Humans ; Leukemia ; Ligands ; Mass Spectrometry ; Myelodysplastic syndromes ; Myelodysplastic Syndromes - blood ; Platelets ; Proteins ; Proteome ; Proteomes ; Proteomics</subject><ispartof>Proceedings of the National Academy of Sciences - PNAS, 2007-01, Vol.104 (4), p.1307-1312</ispartof><rights>Copyright 2007 The National Academy of Sciences of the United States of America</rights><rights>Copyright National Academy of Sciences Jan 23, 2007</rights><rights>2007 by The National Academy of Sciences of the USA 2007</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c616t-f40b63cefc51e31290e4c263c89383892e34662940b84435ce9679ef5eb25d9a3</citedby><cites>FETCH-LOGICAL-c616t-f40b63cefc51e31290e4c263c89383892e34662940b84435ce9679ef5eb25d9a3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Uhttp://www.pnas.org/content/104/4.cover.gif</thumbnail><linktopdf>$$Uhttps://www.jstor.org/stable/pdf/25426279$$EPDF$$P50$$Gjstor$$H</linktopdf><linktohtml>$$Uhttps://www.jstor.org/stable/25426279$$EHTML$$P50$$Gjstor$$H</linktohtml><link.rule.ids>230,314,727,780,784,803,885,27915,27916,53782,53784,58008,58241</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/17220270$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Aivado, Manuel</creatorcontrib><creatorcontrib>Spentzos, Dimitrios</creatorcontrib><creatorcontrib>Germing, Ulrich</creatorcontrib><creatorcontrib>Alterovitz, Gil</creatorcontrib><creatorcontrib>Meng, Xiao-Ying</creatorcontrib><creatorcontrib>Grall, Franck</creatorcontrib><creatorcontrib>Giagounidis, Aristoteles A.N</creatorcontrib><creatorcontrib>Klement, Giannoula</creatorcontrib><creatorcontrib>Steidl, Ulrich</creatorcontrib><creatorcontrib>Otu, Hasan H</creatorcontrib><creatorcontrib>Czibere, Akos</creatorcontrib><creatorcontrib>Prall, Wolf C</creatorcontrib><creatorcontrib>Iking-Konert, Christof</creatorcontrib><creatorcontrib>Shayne, Michelle</creatorcontrib><creatorcontrib>Ramoni, Marco F</creatorcontrib><creatorcontrib>Gattermann, Norbert</creatorcontrib><creatorcontrib>Haas, Rainer</creatorcontrib><creatorcontrib>Mitsiades, Constantine S</creatorcontrib><creatorcontrib>Fung, Eric T</creatorcontrib><creatorcontrib>Libermann, Towia A</creatorcontrib><title>Serum proteome profiling detects myelodysplastic syndromes and identifies CXC chemokine ligands 4 and 7 as markers for advanced disease</title><title>Proceedings of the National Academy of Sciences - PNAS</title><addtitle>Proc Natl Acad Sci U S A</addtitle><description>Myelodysplastic syndromes (MDS) are among the most frequent hematologic malignancies. Patients have a short survival and often progress to acute myeloid leukemia. The diagnosis of MDS can be difficult; there is a paucity of molecular markers, and the pathophysiology is largely unknown. Therefore, we conducted a multicenter study investigating whether serum proteome profiling may serve as a noninvasive platform to discover novel molecular markers for MDS. We generated serum proteome profiles from 218 individuals by MS and identified a profile that distinguishes MDS from non-MDS cytopenias in a learning sample set. This profile was validated by testing its ability to predict MDS in a first independent validation set and a second, prospectively collected, independent validation set run 5 months apart. Accuracy was 80.5% in the first and 79.0% in the second validation set. Peptide mass fingerprinting and quadrupole TOF MS identified two differential proteins: CXC chemokine ligands 4 (CXCL4) and 7 (CXCL7), both of which had significantly decreased serum levels in MDS, as confirmed with independent antibody assays. Western blot analyses of platelet lysates for these two platelet-derived molecules revealed a lack of CXCL4 and CXCL7 in MDS. Subtype analyses revealed that these two proteins have decreased serum levels in advanced MDS, suggesting the possibility of a concerted disturbance of transcription or translation of these chemokines in advanced MDS.</description><subject>Antibodies</subject><subject>Biological Sciences</subject><subject>Biomarkers - metabolism</subject><subject>Blasts</subject><subject>Blood</subject><subject>Blood Proteins - chemistry</subject><subject>Chemokines, CXC - metabolism</subject><subject>CXC chemokines</subject><subject>Cytokines</subject><subject>Genetic markers</subject><subject>Humans</subject><subject>Leukemia</subject><subject>Ligands</subject><subject>Mass Spectrometry</subject><subject>Myelodysplastic syndromes</subject><subject>Myelodysplastic Syndromes - blood</subject><subject>Platelets</subject><subject>Proteins</subject><subject>Proteome</subject><subject>Proteomes</subject><subject>Proteomics</subject><issn>0027-8424</issn><issn>1091-6490</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2007</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkktv1DAUhSMEotPCmhVgsYBV2utHnHiDhEa8pEosSiV2lse5mXqaxKmdVMwv6N_GYUadwgJWfpzvHp1r3yx7QeGUQsnPht7EU5AUOAcK4lG2oKBoLoWCx9kCgJV5JZg4yo5j3ACAKip4mh3RkrGkwSK7u8AwdWQIfkTf4bxpXOv6NalxRDtG0m2x9fU2Dq2Jo7Mkbvs6JDQS09fE1diPrnHpuPyxJPYKO3_teiStWyc9EvEbK4lJTiZcY4ik8YGY-tb0FmtSu4gm4rPsSWPaiM_360l2-enj9-WX_Pzb56_LD-e5lVSOeSNgJbnFxhYUOWUKUFiWbirFK14phlxIyVTCKiF4YVHJUmFT4IoVtTL8JHu_8x2mVYe1TemDafUQXEq31d44_afSuyu99realhWnvEwGb_cGwd9MGEfduWixbU2PfopazkmK4v8gVQVXUrAEvvkL3Pgp9OkVNAPKqeAgE3S2g2zwMQZs7iNT0PMo6HkU9GEUUsWrh50e-P3fPwDmyoOd0EJTDnMH7_4J6GZq2xF_jol8uSM3cfThHmWFYJKVKumvd3pjvDbr4KK-vJibAygF5azgvwDuOtuc</recordid><startdate>20070123</startdate><enddate>20070123</enddate><creator>Aivado, Manuel</creator><creator>Spentzos, Dimitrios</creator><creator>Germing, Ulrich</creator><creator>Alterovitz, Gil</creator><creator>Meng, Xiao-Ying</creator><creator>Grall, Franck</creator><creator>Giagounidis, Aristoteles A.N</creator><creator>Klement, Giannoula</creator><creator>Steidl, Ulrich</creator><creator>Otu, Hasan H</creator><creator>Czibere, Akos</creator><creator>Prall, Wolf C</creator><creator>Iking-Konert, Christof</creator><creator>Shayne, Michelle</creator><creator>Ramoni, Marco F</creator><creator>Gattermann, Norbert</creator><creator>Haas, Rainer</creator><creator>Mitsiades, Constantine S</creator><creator>Fung, Eric T</creator><creator>Libermann, Towia A</creator><general>National Academy of Sciences</general><general>National Acad Sciences</general><scope>FBQ</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>7QG</scope><scope>7QL</scope><scope>7QP</scope><scope>7QR</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TK</scope><scope>7TM</scope><scope>7TO</scope><scope>7U9</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>H94</scope><scope>M7N</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20070123</creationdate><title>Serum proteome profiling detects myelodysplastic syndromes and identifies CXC chemokine ligands 4 and 7 as markers for advanced disease</title><author>Aivado, Manuel ; Spentzos, Dimitrios ; Germing, Ulrich ; Alterovitz, Gil ; Meng, Xiao-Ying ; Grall, Franck ; Giagounidis, Aristoteles A.N ; Klement, Giannoula ; Steidl, Ulrich ; Otu, Hasan H ; Czibere, Akos ; Prall, Wolf C ; Iking-Konert, Christof ; Shayne, Michelle ; Ramoni, Marco F ; Gattermann, Norbert ; Haas, Rainer ; Mitsiades, Constantine S ; Fung, Eric T ; Libermann, Towia A</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c616t-f40b63cefc51e31290e4c263c89383892e34662940b84435ce9679ef5eb25d9a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2007</creationdate><topic>Antibodies</topic><topic>Biological Sciences</topic><topic>Biomarkers - 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Proceedings of the National Academy of Sciences - PNAS</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Aivado, Manuel</au><au>Spentzos, Dimitrios</au><au>Germing, Ulrich</au><au>Alterovitz, Gil</au><au>Meng, Xiao-Ying</au><au>Grall, Franck</au><au>Giagounidis, Aristoteles A.N</au><au>Klement, Giannoula</au><au>Steidl, Ulrich</au><au>Otu, Hasan H</au><au>Czibere, Akos</au><au>Prall, Wolf C</au><au>Iking-Konert, Christof</au><au>Shayne, Michelle</au><au>Ramoni, Marco F</au><au>Gattermann, Norbert</au><au>Haas, Rainer</au><au>Mitsiades, Constantine S</au><au>Fung, Eric T</au><au>Libermann, Towia A</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Serum proteome profiling detects myelodysplastic syndromes and identifies CXC chemokine ligands 4 and 7 as markers for advanced disease</atitle><jtitle>Proceedings of the National Academy of Sciences - PNAS</jtitle><addtitle>Proc Natl Acad Sci U S A</addtitle><date>2007-01-23</date><risdate>2007</risdate><volume>104</volume><issue>4</issue><spage>1307</spage><epage>1312</epage><pages>1307-1312</pages><issn>0027-8424</issn><eissn>1091-6490</eissn><abstract>Myelodysplastic syndromes (MDS) are among the most frequent hematologic malignancies. Patients have a short survival and often progress to acute myeloid leukemia. The diagnosis of MDS can be difficult; there is a paucity of molecular markers, and the pathophysiology is largely unknown. Therefore, we conducted a multicenter study investigating whether serum proteome profiling may serve as a noninvasive platform to discover novel molecular markers for MDS. We generated serum proteome profiles from 218 individuals by MS and identified a profile that distinguishes MDS from non-MDS cytopenias in a learning sample set. This profile was validated by testing its ability to predict MDS in a first independent validation set and a second, prospectively collected, independent validation set run 5 months apart. Accuracy was 80.5% in the first and 79.0% in the second validation set. Peptide mass fingerprinting and quadrupole TOF MS identified two differential proteins: CXC chemokine ligands 4 (CXCL4) and 7 (CXCL7), both of which had significantly decreased serum levels in MDS, as confirmed with independent antibody assays. Western blot analyses of platelet lysates for these two platelet-derived molecules revealed a lack of CXCL4 and CXCL7 in MDS. Subtype analyses revealed that these two proteins have decreased serum levels in advanced MDS, suggesting the possibility of a concerted disturbance of transcription or translation of these chemokines in advanced MDS.</abstract><cop>United States</cop><pub>National Academy of Sciences</pub><pmid>17220270</pmid><doi>10.1073/pnas.0610330104</doi><tpages>6</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Antibodies Biological Sciences Biomarkers - metabolism Blasts Blood Blood Proteins - chemistry Chemokines, CXC - metabolism CXC chemokines Cytokines Genetic markers Humans Leukemia Ligands Mass Spectrometry Myelodysplastic syndromes Myelodysplastic Syndromes - blood Platelets Proteins Proteome Proteomes Proteomics |
title | Serum proteome profiling detects myelodysplastic syndromes and identifies CXC chemokine ligands 4 and 7 as markers for advanced disease |
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