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N-glycosylation of colorectal cancer tissues: a liquid chromatography and mass spectrometry-based investigation
Colorectal cancer is the third most common cancer worldwide with an annual incidence of ~1 million cases and an annual mortality rate of ~655,000 individuals. There is an urgent need for identifying novel targets to develop more sensitive, reliable, and specific tests for early stage detection of co...
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Published in: | Molecular & cellular proteomics 2012-09, Vol.11 (9), p.571-585 |
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creator | Balog, Crina I A Stavenhagen, Kathrin Fung, Wesley L J Koeleman, Carolien A McDonnell, Liam A Verhoeven, Aswin Mesker, Wilma E Tollenaar, Rob A E M Deelder, André M Wuhrer, Manfred |
description | Colorectal cancer is the third most common cancer worldwide with an annual incidence of ~1 million cases and an annual mortality rate of ~655,000 individuals. There is an urgent need for identifying novel targets to develop more sensitive, reliable, and specific tests for early stage detection of colon cancer. Post-translational modifications are known to play an important role in cancer progression and immune surveillance of tumors. In the present study, we compared the N-glycan profiles from 13 colorectal cancer tumor tissues and corresponding control colon tissues. The N-glycans were enzymatically released, purified, and labeled with 2-aminobenzoic acid. Aliquots were profiled by hydrophilic interaction liquid chromatography (HILIC-HPLC) with fluorescence detection and by negative mode MALDI-TOF-MS. Using partial least squares discriminant analysis to investigate the N-glycosylation changes in colorectal cancer, an excellent separation and prediction ability were observed for both HILIC-HPLC and MALDI-TOF-MS data. For structure elucidation, information from positive mode ESI-ion trap-MS/MS and negative mode MALDI-TOF/TOF-MS was combined. Among the features with a high separation power, structures containing a bisecting GlcNAc were found to be decreased in the tumor, whereas sulfated glycans, paucimannosidic glycans, and glycans containing a sialylated Lewis type epitope were shown to be increased in tumor tissues. In addition, core-fucosylated high mannose N-glycans were detected in tumor samples. In conclusion, the combination of HILIC and MALDI-TOF-MS profiling of N-glycans with multivariate statistical analysis demonstrated its potential for identifying N-glycosylation changes in colorectal cancer tissues and provided new leads that might be used as candidate biomarkers. |
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There is an urgent need for identifying novel targets to develop more sensitive, reliable, and specific tests for early stage detection of colon cancer. Post-translational modifications are known to play an important role in cancer progression and immune surveillance of tumors. In the present study, we compared the N-glycan profiles from 13 colorectal cancer tumor tissues and corresponding control colon tissues. The N-glycans were enzymatically released, purified, and labeled with 2-aminobenzoic acid. Aliquots were profiled by hydrophilic interaction liquid chromatography (HILIC-HPLC) with fluorescence detection and by negative mode MALDI-TOF-MS. Using partial least squares discriminant analysis to investigate the N-glycosylation changes in colorectal cancer, an excellent separation and prediction ability were observed for both HILIC-HPLC and MALDI-TOF-MS data. For structure elucidation, information from positive mode ESI-ion trap-MS/MS and negative mode MALDI-TOF/TOF-MS was combined. Among the features with a high separation power, structures containing a bisecting GlcNAc were found to be decreased in the tumor, whereas sulfated glycans, paucimannosidic glycans, and glycans containing a sialylated Lewis type epitope were shown to be increased in tumor tissues. In addition, core-fucosylated high mannose N-glycans were detected in tumor samples. In conclusion, the combination of HILIC and MALDI-TOF-MS profiling of N-glycans with multivariate statistical analysis demonstrated its potential for identifying N-glycosylation changes in colorectal cancer tissues and provided new leads that might be used as candidate biomarkers.</description><identifier>ISSN: 1535-9476</identifier><identifier>EISSN: 1535-9484</identifier><identifier>DOI: 10.1074/mcp.M111.011601</identifier><identifier>PMID: 22573871</identifier><language>eng</language><publisher>United States: The American Society for Biochemistry and Molecular Biology</publisher><subject>Adult ; Aged ; Biomarkers, Tumor - chemistry ; Chromatography, High Pressure Liquid ; Colorectal Neoplasms - metabolism ; Female ; Glycosylation ; Humans ; Male ; Mannose - chemistry ; Middle Aged ; Polysaccharides - analysis ; Polysaccharides - chemistry ; Polysaccharides - metabolism ; Protein Processing, Post-Translational ; Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization</subject><ispartof>Molecular & cellular proteomics, 2012-09, Vol.11 (9), p.571-585</ispartof><rights>2012 by The American Society for Biochemistry and Molecular Biology, Inc. 2012</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC3434767/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC3434767/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/22573871$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Balog, Crina I A</creatorcontrib><creatorcontrib>Stavenhagen, Kathrin</creatorcontrib><creatorcontrib>Fung, Wesley L J</creatorcontrib><creatorcontrib>Koeleman, Carolien A</creatorcontrib><creatorcontrib>McDonnell, Liam A</creatorcontrib><creatorcontrib>Verhoeven, Aswin</creatorcontrib><creatorcontrib>Mesker, Wilma E</creatorcontrib><creatorcontrib>Tollenaar, Rob A E M</creatorcontrib><creatorcontrib>Deelder, André M</creatorcontrib><creatorcontrib>Wuhrer, Manfred</creatorcontrib><title>N-glycosylation of colorectal cancer tissues: a liquid chromatography and mass spectrometry-based investigation</title><title>Molecular & cellular proteomics</title><addtitle>Mol Cell Proteomics</addtitle><description>Colorectal cancer is the third most common cancer worldwide with an annual incidence of ~1 million cases and an annual mortality rate of ~655,000 individuals. There is an urgent need for identifying novel targets to develop more sensitive, reliable, and specific tests for early stage detection of colon cancer. Post-translational modifications are known to play an important role in cancer progression and immune surveillance of tumors. In the present study, we compared the N-glycan profiles from 13 colorectal cancer tumor tissues and corresponding control colon tissues. The N-glycans were enzymatically released, purified, and labeled with 2-aminobenzoic acid. Aliquots were profiled by hydrophilic interaction liquid chromatography (HILIC-HPLC) with fluorescence detection and by negative mode MALDI-TOF-MS. Using partial least squares discriminant analysis to investigate the N-glycosylation changes in colorectal cancer, an excellent separation and prediction ability were observed for both HILIC-HPLC and MALDI-TOF-MS data. For structure elucidation, information from positive mode ESI-ion trap-MS/MS and negative mode MALDI-TOF/TOF-MS was combined. Among the features with a high separation power, structures containing a bisecting GlcNAc were found to be decreased in the tumor, whereas sulfated glycans, paucimannosidic glycans, and glycans containing a sialylated Lewis type epitope were shown to be increased in tumor tissues. In addition, core-fucosylated high mannose N-glycans were detected in tumor samples. In conclusion, the combination of HILIC and MALDI-TOF-MS profiling of N-glycans with multivariate statistical analysis demonstrated its potential for identifying N-glycosylation changes in colorectal cancer tissues and provided new leads that might be used as candidate biomarkers.</description><subject>Adult</subject><subject>Aged</subject><subject>Biomarkers, Tumor - chemistry</subject><subject>Chromatography, High Pressure Liquid</subject><subject>Colorectal Neoplasms - metabolism</subject><subject>Female</subject><subject>Glycosylation</subject><subject>Humans</subject><subject>Male</subject><subject>Mannose - chemistry</subject><subject>Middle Aged</subject><subject>Polysaccharides - analysis</subject><subject>Polysaccharides - chemistry</subject><subject>Polysaccharides - metabolism</subject><subject>Protein Processing, Post-Translational</subject><subject>Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization</subject><issn>1535-9476</issn><issn>1535-9484</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><recordid>eNpVkE1PwzAMhiMEYmNw5oZy5NIRN2nTcEBCE1_SgAucqzTNtqC06ZJ0Uv89FQwEJ9t67ee1jdA5kDkQzq4a1c2fAWBOAHICB2gKGc0SwQp2-JvzfIJOQvggJCXAs2M0SdOM04LDFLmXZG0H5cJgZTSuxW6FlbPOaxWlxUq2SnscTQi9DtdYYmu2vamx2njXyOjWXnabAcu2xo0MAYduHBwlHf2QVDLoGpt2p0M06y_-KTpaSRv02T7O0Pv93dviMVm-PjwtbpdJBwXEhIpq3FQzltZ5JRlQznKo6gIoUULUWhPB82olMiakFkLlSpCsWtGxqvMMUjpDN9_crq8aXSvdRi9t2XnTSD-UTpryv9KaTbl2u5IyOj6Mj4DLPcC77Xh7LBsTlLZWttr1oQRCeVHwgomx9eKv16_Jz5fpJ9dtgw8</recordid><startdate>201209</startdate><enddate>201209</enddate><creator>Balog, Crina I A</creator><creator>Stavenhagen, Kathrin</creator><creator>Fung, Wesley L J</creator><creator>Koeleman, Carolien A</creator><creator>McDonnell, Liam A</creator><creator>Verhoeven, Aswin</creator><creator>Mesker, Wilma E</creator><creator>Tollenaar, Rob A E M</creator><creator>Deelder, André M</creator><creator>Wuhrer, Manfred</creator><general>The American Society for Biochemistry and Molecular Biology</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>201209</creationdate><title>N-glycosylation of colorectal cancer tissues: a liquid chromatography and mass spectrometry-based investigation</title><author>Balog, Crina I A ; 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Among the features with a high separation power, structures containing a bisecting GlcNAc were found to be decreased in the tumor, whereas sulfated glycans, paucimannosidic glycans, and glycans containing a sialylated Lewis type epitope were shown to be increased in tumor tissues. In addition, core-fucosylated high mannose N-glycans were detected in tumor samples. In conclusion, the combination of HILIC and MALDI-TOF-MS profiling of N-glycans with multivariate statistical analysis demonstrated its potential for identifying N-glycosylation changes in colorectal cancer tissues and provided new leads that might be used as candidate biomarkers.</abstract><cop>United States</cop><pub>The American Society for Biochemistry and Molecular Biology</pub><pmid>22573871</pmid><doi>10.1074/mcp.M111.011601</doi><tpages>15</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adult Aged Biomarkers, Tumor - chemistry Chromatography, High Pressure Liquid Colorectal Neoplasms - metabolism Female Glycosylation Humans Male Mannose - chemistry Middle Aged Polysaccharides - analysis Polysaccharides - chemistry Polysaccharides - metabolism Protein Processing, Post-Translational Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization |
title | N-glycosylation of colorectal cancer tissues: a liquid chromatography and mass spectrometry-based investigation |
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