IgG Glycome in Colorectal Cancer

Alternative glycosylation has significant structural and functional consequences on IgG and consequently also on cancer immunosurveillance. Because of technological limitations, the effects of highly heritable individual variations and the differences in the dynamics of changes in IgG glycosylation...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Clinical cancer research 2016-06, Vol.22 (12), p.3078-3086
Hauptverfasser: Vučković, Frano, Theodoratou, Evropi, Thaçi, Kujtim, Timofeeva, Maria, Vojta, Aleksandar, Štambuk, Jerko, Pučić-Baković, Maja, Rudd, Pauline M, Đerek, Lovorka, Servis, Dražen, Wennerström, Annika, Farrington, Susan M, Perola, Markus, Aulchenko, Yurii, Dunlop, Malcolm G, Campbell, Harry, Lauc, Gordan
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 3086
container_issue 12
container_start_page 3078
container_title Clinical cancer research
container_volume 22
creator Vučković, Frano
Theodoratou, Evropi
Thaçi, Kujtim
Timofeeva, Maria
Vojta, Aleksandar
Štambuk, Jerko
Pučić-Baković, Maja
Rudd, Pauline M
Đerek, Lovorka
Servis, Dražen
Wennerström, Annika
Farrington, Susan M
Perola, Markus
Aulchenko, Yurii
Dunlop, Malcolm G
Campbell, Harry
Lauc, Gordan
description Alternative glycosylation has significant structural and functional consequences on IgG and consequently also on cancer immunosurveillance. Because of technological limitations, the effects of highly heritable individual variations and the differences in the dynamics of changes in IgG glycosylation on colorectal cancer were never investigated before. Using recently developed high-throughput UPLC technology for IgG glycosylation analysis, we analyzed IgG glycome composition in 760 patients with colorectal cancer and 538 matching controls. Effects of surgery were evaluated in 28 patients sampled before and three times after surgery. A predictive model was built using regularized logistic regression and evaluated using a 10-cross validation procedure. Furthermore, IgG glycome composition was analyzed in 39 plasma samples collected before initial diagnosis of colorectal cancer. We have found that colorectal cancer associates with decrease in IgG galactosylation, IgG sialylation and increase in core-fucosylation of neutral glycans with concurrent decrease of core-fucosylation of sialylated glycans. Although a model based on age and sex did not show discriminative power (AUC = 0.499), the addition of glycan variables into the model considerably increased the discriminative power of the model (AUC = 0.755). However, none of these differences were significant in the small set of samples collected before the initial diagnosis. Considering the functional relevance of IgG glycosylation for both tumor immunosurveillance and clinical efficacy of therapy with mAbs, individual variation in IgG glycosylation may turn out to be important for prediction of disease course or the choice of therapy, thus warranting further, more detailed studies of IgG glycosylation in colorectal cancer. Clin Cancer Res; 22(12); 3078-86. ©2016 AACR.
doi_str_mv 10.1158/1078-0432.CCR-15-1867
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_1808701201</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1808701201</sourcerecordid><originalsourceid>FETCH-LOGICAL-c559t-5604c884d1286662c48812ff63d30c0e11b927ed9fa0b986b50c99c030d3f68f3</originalsourceid><addsrcrecordid>eNqFkD1PwzAQhi0EoqXwE0AZWQx3_vaIIiiVKiEhmK3EsVFR0hS7HfrvSdSWlelueN73Tg8htwgPiNI8ImhDQXD2UJbvFCVFo_QZmaKUmnKm5Pmwn5gJucr5GwAFgrgkE6YMR41mSorF17yYt3vfd6FYrYuyb_sU_LZqi7Ja-5CuyUWs2hxujnNGPl-eP8pXunybL8qnJfVS2i2VCoQ3RjTIjFKKeWEMshgVbzh4CIi1ZTo0NlZQW6NqCd5aDxwaHpWJfEbuD72b1P_sQt66bpV9aNtqHfpddmjAaEAG-D-qrR6esIINqDygPvU5pxDdJq26Ku0dghs9utGRGx25waND6UaPQ-7ueGJXd6H5S53E8V-_pmpj</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1797866942</pqid></control><display><type>article</type><title>IgG Glycome in Colorectal Cancer</title><source>MEDLINE</source><source>American Association for Cancer Research</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>Alma/SFX Local Collection</source><creator>Vučković, Frano ; Theodoratou, Evropi ; Thaçi, Kujtim ; Timofeeva, Maria ; Vojta, Aleksandar ; Štambuk, Jerko ; Pučić-Baković, Maja ; Rudd, Pauline M ; Đerek, Lovorka ; Servis, Dražen ; Wennerström, Annika ; Farrington, Susan M ; Perola, Markus ; Aulchenko, Yurii ; Dunlop, Malcolm G ; Campbell, Harry ; Lauc, Gordan</creator><creatorcontrib>Vučković, Frano ; Theodoratou, Evropi ; Thaçi, Kujtim ; Timofeeva, Maria ; Vojta, Aleksandar ; Štambuk, Jerko ; Pučić-Baković, Maja ; Rudd, Pauline M ; Đerek, Lovorka ; Servis, Dražen ; Wennerström, Annika ; Farrington, Susan M ; Perola, Markus ; Aulchenko, Yurii ; Dunlop, Malcolm G ; Campbell, Harry ; Lauc, Gordan</creatorcontrib><description>Alternative glycosylation has significant structural and functional consequences on IgG and consequently also on cancer immunosurveillance. Because of technological limitations, the effects of highly heritable individual variations and the differences in the dynamics of changes in IgG glycosylation on colorectal cancer were never investigated before. Using recently developed high-throughput UPLC technology for IgG glycosylation analysis, we analyzed IgG glycome composition in 760 patients with colorectal cancer and 538 matching controls. Effects of surgery were evaluated in 28 patients sampled before and three times after surgery. A predictive model was built using regularized logistic regression and evaluated using a 10-cross validation procedure. Furthermore, IgG glycome composition was analyzed in 39 plasma samples collected before initial diagnosis of colorectal cancer. We have found that colorectal cancer associates with decrease in IgG galactosylation, IgG sialylation and increase in core-fucosylation of neutral glycans with concurrent decrease of core-fucosylation of sialylated glycans. Although a model based on age and sex did not show discriminative power (AUC = 0.499), the addition of glycan variables into the model considerably increased the discriminative power of the model (AUC = 0.755). However, none of these differences were significant in the small set of samples collected before the initial diagnosis. Considering the functional relevance of IgG glycosylation for both tumor immunosurveillance and clinical efficacy of therapy with mAbs, individual variation in IgG glycosylation may turn out to be important for prediction of disease course or the choice of therapy, thus warranting further, more detailed studies of IgG glycosylation in colorectal cancer. Clin Cancer Res; 22(12); 3078-86. ©2016 AACR.</description><identifier>ISSN: 1078-0432</identifier><identifier>EISSN: 1557-3265</identifier><identifier>DOI: 10.1158/1078-0432.CCR-15-1867</identifier><identifier>PMID: 26831718</identifier><language>eng</language><publisher>United States</publisher><subject>Biomarkers, Tumor - blood ; Biomarkers, Tumor - immunology ; Case-Control Studies ; Colorectal Neoplasms - blood ; Colorectal Neoplasms - immunology ; Colorectal Neoplasms - surgery ; Feeding Behavior ; Female ; Glycosylation ; Humans ; Immunoglobulin G - blood ; Immunoglobulin G - immunology ; Male ; Middle Aged ; Protein Processing, Post-Translational - immunology ; Surveys and Questionnaires</subject><ispartof>Clinical cancer research, 2016-06, Vol.22 (12), p.3078-3086</ispartof><rights>2016 American Association for Cancer Research.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c559t-5604c884d1286662c48812ff63d30c0e11b927ed9fa0b986b50c99c030d3f68f3</citedby><cites>FETCH-LOGICAL-c559t-5604c884d1286662c48812ff63d30c0e11b927ed9fa0b986b50c99c030d3f68f3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,3343,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26831718$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Vučković, Frano</creatorcontrib><creatorcontrib>Theodoratou, Evropi</creatorcontrib><creatorcontrib>Thaçi, Kujtim</creatorcontrib><creatorcontrib>Timofeeva, Maria</creatorcontrib><creatorcontrib>Vojta, Aleksandar</creatorcontrib><creatorcontrib>Štambuk, Jerko</creatorcontrib><creatorcontrib>Pučić-Baković, Maja</creatorcontrib><creatorcontrib>Rudd, Pauline M</creatorcontrib><creatorcontrib>Đerek, Lovorka</creatorcontrib><creatorcontrib>Servis, Dražen</creatorcontrib><creatorcontrib>Wennerström, Annika</creatorcontrib><creatorcontrib>Farrington, Susan M</creatorcontrib><creatorcontrib>Perola, Markus</creatorcontrib><creatorcontrib>Aulchenko, Yurii</creatorcontrib><creatorcontrib>Dunlop, Malcolm G</creatorcontrib><creatorcontrib>Campbell, Harry</creatorcontrib><creatorcontrib>Lauc, Gordan</creatorcontrib><title>IgG Glycome in Colorectal Cancer</title><title>Clinical cancer research</title><addtitle>Clin Cancer Res</addtitle><description>Alternative glycosylation has significant structural and functional consequences on IgG and consequently also on cancer immunosurveillance. Because of technological limitations, the effects of highly heritable individual variations and the differences in the dynamics of changes in IgG glycosylation on colorectal cancer were never investigated before. Using recently developed high-throughput UPLC technology for IgG glycosylation analysis, we analyzed IgG glycome composition in 760 patients with colorectal cancer and 538 matching controls. Effects of surgery were evaluated in 28 patients sampled before and three times after surgery. A predictive model was built using regularized logistic regression and evaluated using a 10-cross validation procedure. Furthermore, IgG glycome composition was analyzed in 39 plasma samples collected before initial diagnosis of colorectal cancer. We have found that colorectal cancer associates with decrease in IgG galactosylation, IgG sialylation and increase in core-fucosylation of neutral glycans with concurrent decrease of core-fucosylation of sialylated glycans. Although a model based on age and sex did not show discriminative power (AUC = 0.499), the addition of glycan variables into the model considerably increased the discriminative power of the model (AUC = 0.755). However, none of these differences were significant in the small set of samples collected before the initial diagnosis. Considering the functional relevance of IgG glycosylation for both tumor immunosurveillance and clinical efficacy of therapy with mAbs, individual variation in IgG glycosylation may turn out to be important for prediction of disease course or the choice of therapy, thus warranting further, more detailed studies of IgG glycosylation in colorectal cancer. Clin Cancer Res; 22(12); 3078-86. ©2016 AACR.</description><subject>Biomarkers, Tumor - blood</subject><subject>Biomarkers, Tumor - immunology</subject><subject>Case-Control Studies</subject><subject>Colorectal Neoplasms - blood</subject><subject>Colorectal Neoplasms - immunology</subject><subject>Colorectal Neoplasms - surgery</subject><subject>Feeding Behavior</subject><subject>Female</subject><subject>Glycosylation</subject><subject>Humans</subject><subject>Immunoglobulin G - blood</subject><subject>Immunoglobulin G - immunology</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Protein Processing, Post-Translational - immunology</subject><subject>Surveys and Questionnaires</subject><issn>1078-0432</issn><issn>1557-3265</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkD1PwzAQhi0EoqXwE0AZWQx3_vaIIiiVKiEhmK3EsVFR0hS7HfrvSdSWlelueN73Tg8htwgPiNI8ImhDQXD2UJbvFCVFo_QZmaKUmnKm5Pmwn5gJucr5GwAFgrgkE6YMR41mSorF17yYt3vfd6FYrYuyb_sU_LZqi7Ja-5CuyUWs2hxujnNGPl-eP8pXunybL8qnJfVS2i2VCoQ3RjTIjFKKeWEMshgVbzh4CIi1ZTo0NlZQW6NqCd5aDxwaHpWJfEbuD72b1P_sQt66bpV9aNtqHfpddmjAaEAG-D-qrR6esIINqDygPvU5pxDdJq26Ku0dghs9utGRGx25waND6UaPQ-7ueGJXd6H5S53E8V-_pmpj</recordid><startdate>20160615</startdate><enddate>20160615</enddate><creator>Vučković, Frano</creator><creator>Theodoratou, Evropi</creator><creator>Thaçi, Kujtim</creator><creator>Timofeeva, Maria</creator><creator>Vojta, Aleksandar</creator><creator>Štambuk, Jerko</creator><creator>Pučić-Baković, Maja</creator><creator>Rudd, Pauline M</creator><creator>Đerek, Lovorka</creator><creator>Servis, Dražen</creator><creator>Wennerström, Annika</creator><creator>Farrington, Susan M</creator><creator>Perola, Markus</creator><creator>Aulchenko, Yurii</creator><creator>Dunlop, Malcolm G</creator><creator>Campbell, Harry</creator><creator>Lauc, Gordan</creator><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><scope>7QO</scope><scope>7T5</scope><scope>8FD</scope><scope>FR3</scope><scope>H94</scope><scope>P64</scope></search><sort><creationdate>20160615</creationdate><title>IgG Glycome in Colorectal Cancer</title><author>Vučković, Frano ; Theodoratou, Evropi ; Thaçi, Kujtim ; Timofeeva, Maria ; Vojta, Aleksandar ; Štambuk, Jerko ; Pučić-Baković, Maja ; Rudd, Pauline M ; Đerek, Lovorka ; Servis, Dražen ; Wennerström, Annika ; Farrington, Susan M ; Perola, Markus ; Aulchenko, Yurii ; Dunlop, Malcolm G ; Campbell, Harry ; Lauc, Gordan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c559t-5604c884d1286662c48812ff63d30c0e11b927ed9fa0b986b50c99c030d3f68f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Biomarkers, Tumor - blood</topic><topic>Biomarkers, Tumor - immunology</topic><topic>Case-Control Studies</topic><topic>Colorectal Neoplasms - blood</topic><topic>Colorectal Neoplasms - immunology</topic><topic>Colorectal Neoplasms - surgery</topic><topic>Feeding Behavior</topic><topic>Female</topic><topic>Glycosylation</topic><topic>Humans</topic><topic>Immunoglobulin G - blood</topic><topic>Immunoglobulin G - immunology</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Protein Processing, Post-Translational - immunology</topic><topic>Surveys and Questionnaires</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Vučković, Frano</creatorcontrib><creatorcontrib>Theodoratou, Evropi</creatorcontrib><creatorcontrib>Thaçi, Kujtim</creatorcontrib><creatorcontrib>Timofeeva, Maria</creatorcontrib><creatorcontrib>Vojta, Aleksandar</creatorcontrib><creatorcontrib>Štambuk, Jerko</creatorcontrib><creatorcontrib>Pučić-Baković, Maja</creatorcontrib><creatorcontrib>Rudd, Pauline M</creatorcontrib><creatorcontrib>Đerek, Lovorka</creatorcontrib><creatorcontrib>Servis, Dražen</creatorcontrib><creatorcontrib>Wennerström, Annika</creatorcontrib><creatorcontrib>Farrington, Susan M</creatorcontrib><creatorcontrib>Perola, Markus</creatorcontrib><creatorcontrib>Aulchenko, Yurii</creatorcontrib><creatorcontrib>Dunlop, Malcolm G</creatorcontrib><creatorcontrib>Campbell, Harry</creatorcontrib><creatorcontrib>Lauc, Gordan</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><collection>Biotechnology Research Abstracts</collection><collection>Immunology Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>Biotechnology and BioEngineering Abstracts</collection><jtitle>Clinical cancer research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Vučković, Frano</au><au>Theodoratou, Evropi</au><au>Thaçi, Kujtim</au><au>Timofeeva, Maria</au><au>Vojta, Aleksandar</au><au>Štambuk, Jerko</au><au>Pučić-Baković, Maja</au><au>Rudd, Pauline M</au><au>Đerek, Lovorka</au><au>Servis, Dražen</au><au>Wennerström, Annika</au><au>Farrington, Susan M</au><au>Perola, Markus</au><au>Aulchenko, Yurii</au><au>Dunlop, Malcolm G</au><au>Campbell, Harry</au><au>Lauc, Gordan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>IgG Glycome in Colorectal Cancer</atitle><jtitle>Clinical cancer research</jtitle><addtitle>Clin Cancer Res</addtitle><date>2016-06-15</date><risdate>2016</risdate><volume>22</volume><issue>12</issue><spage>3078</spage><epage>3086</epage><pages>3078-3086</pages><issn>1078-0432</issn><eissn>1557-3265</eissn><abstract>Alternative glycosylation has significant structural and functional consequences on IgG and consequently also on cancer immunosurveillance. Because of technological limitations, the effects of highly heritable individual variations and the differences in the dynamics of changes in IgG glycosylation on colorectal cancer were never investigated before. Using recently developed high-throughput UPLC technology for IgG glycosylation analysis, we analyzed IgG glycome composition in 760 patients with colorectal cancer and 538 matching controls. Effects of surgery were evaluated in 28 patients sampled before and three times after surgery. A predictive model was built using regularized logistic regression and evaluated using a 10-cross validation procedure. Furthermore, IgG glycome composition was analyzed in 39 plasma samples collected before initial diagnosis of colorectal cancer. We have found that colorectal cancer associates with decrease in IgG galactosylation, IgG sialylation and increase in core-fucosylation of neutral glycans with concurrent decrease of core-fucosylation of sialylated glycans. Although a model based on age and sex did not show discriminative power (AUC = 0.499), the addition of glycan variables into the model considerably increased the discriminative power of the model (AUC = 0.755). However, none of these differences were significant in the small set of samples collected before the initial diagnosis. Considering the functional relevance of IgG glycosylation for both tumor immunosurveillance and clinical efficacy of therapy with mAbs, individual variation in IgG glycosylation may turn out to be important for prediction of disease course or the choice of therapy, thus warranting further, more detailed studies of IgG glycosylation in colorectal cancer. Clin Cancer Res; 22(12); 3078-86. ©2016 AACR.</abstract><cop>United States</cop><pmid>26831718</pmid><doi>10.1158/1078-0432.CCR-15-1867</doi><tpages>9</tpages><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1078-0432
ispartof Clinical cancer research, 2016-06, Vol.22 (12), p.3078-3086
issn 1078-0432
1557-3265
language eng
recordid cdi_proquest_miscellaneous_1808701201
source MEDLINE; American Association for Cancer Research; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; Alma/SFX Local Collection
subjects Biomarkers, Tumor - blood
Biomarkers, Tumor - immunology
Case-Control Studies
Colorectal Neoplasms - blood
Colorectal Neoplasms - immunology
Colorectal Neoplasms - surgery
Feeding Behavior
Female
Glycosylation
Humans
Immunoglobulin G - blood
Immunoglobulin G - immunology
Male
Middle Aged
Protein Processing, Post-Translational - immunology
Surveys and Questionnaires
title IgG Glycome in Colorectal Cancer
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-21T17%3A22%3A56IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=IgG%20Glycome%20in%20Colorectal%20Cancer&rft.jtitle=Clinical%20cancer%20research&rft.au=Vu%C4%8Dkovi%C4%87,%20Frano&rft.date=2016-06-15&rft.volume=22&rft.issue=12&rft.spage=3078&rft.epage=3086&rft.pages=3078-3086&rft.issn=1078-0432&rft.eissn=1557-3265&rft_id=info:doi/10.1158/1078-0432.CCR-15-1867&rft_dat=%3Cproquest_cross%3E1808701201%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1797866942&rft_id=info:pmid/26831718&rfr_iscdi=true