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...
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Veröffentlicht in: | Clinical cancer research 2016-06, Vol.22 (12), p.3078-3086 |
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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 |
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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 ; 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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> |
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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 |
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