Cargando…
Discovery of Non-invasive Glycan Biomarkers for Detection and Surveillance of Gastric Cancer
Purpose: Gastric cancer (GC), one of the world's top five most common cancers, is the third leading cause of cancer related death. It is urgent to identify non-invasive biomarkers for GC. The objective of our study was to find out non-invasive biomarkers for early detection and surveillance of...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5556655/ https://www.ncbi.nlm.nih.gov/pubmed/28819389 http://dx.doi.org/10.7150/jca.17900 |
_version_ | 1783257107572719616 |
---|---|
author | Qin, Ruihuan Zhao, Junjie Qin, Wenjun Zhang, Zejian Zhao, Ran Han, Jing yang, Yupeng Li, Lixiao Wang, Xuefei Ren, Shifang Sun, Yihong Gu, Jianxin |
author_facet | Qin, Ruihuan Zhao, Junjie Qin, Wenjun Zhang, Zejian Zhao, Ran Han, Jing yang, Yupeng Li, Lixiao Wang, Xuefei Ren, Shifang Sun, Yihong Gu, Jianxin |
author_sort | Qin, Ruihuan |
collection | PubMed |
description | Purpose: Gastric cancer (GC), one of the world's top five most common cancers, is the third leading cause of cancer related death. It is urgent to identify non-invasive biomarkers for GC. The objective of our study was to find out non-invasive biomarkers for early detection and surveillance of GC based on glycomic analysis. Method: Ethyl esterification derivatization combined with MALDI-TOF MS analysis was employed for the comprehensive serum glycomic analysis in order to investigate glycan markers that would indicate the onset and progression of gastric cancer. Upon the discovery of the candidate biomarkers, those with great potential were further validated in an independent test set. Peaks were acquired by the software of MALDI-MS sample acquisition and processing and analyzed by the software of Progenesis MALDI.
Results: The differences in glycosylation were found between non-cancer controls and gastric cancer samples: hybrid and multi-branched type (tri-, tetra-antennnary glycans) N-glycans were increased in GC, yet monoantennary, galactose, bisecting type and core fucose N-glycans were decreased. In training set, core fucose (AUC=0.923, 95%CI: 0.8485 to 0.9967) played an excellent diagnostic performance for the early detection of gastric cancer. The diagnostic potential of core fucose was further validated in an independent cohort (AUC=0.854, 95%CI: 0.7592 to 0.9483). Besides, several individual glycan structures reached both statistical criteria (p-values less than 0.05 and AUC scores that were at least moderately accurate) when comparing different stages of GC samples. Conclusion: We comprehensively evaluate the serum glycan changes in different stages of GC patients including peritoneal metastasis for the first time. We determined several N-glycan biomarkers, some of these have potential in distinguishing the early stage GC from healthy controls, and the others can help to monitor the progression of GC. The findings also enhance understanding of gastric cancer. |
format | Online Article Text |
id | pubmed-5556655 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-55566552017-08-17 Discovery of Non-invasive Glycan Biomarkers for Detection and Surveillance of Gastric Cancer Qin, Ruihuan Zhao, Junjie Qin, Wenjun Zhang, Zejian Zhao, Ran Han, Jing yang, Yupeng Li, Lixiao Wang, Xuefei Ren, Shifang Sun, Yihong Gu, Jianxin J Cancer Research Paper Purpose: Gastric cancer (GC), one of the world's top five most common cancers, is the third leading cause of cancer related death. It is urgent to identify non-invasive biomarkers for GC. The objective of our study was to find out non-invasive biomarkers for early detection and surveillance of GC based on glycomic analysis. Method: Ethyl esterification derivatization combined with MALDI-TOF MS analysis was employed for the comprehensive serum glycomic analysis in order to investigate glycan markers that would indicate the onset and progression of gastric cancer. Upon the discovery of the candidate biomarkers, those with great potential were further validated in an independent test set. Peaks were acquired by the software of MALDI-MS sample acquisition and processing and analyzed by the software of Progenesis MALDI.
Results: The differences in glycosylation were found between non-cancer controls and gastric cancer samples: hybrid and multi-branched type (tri-, tetra-antennnary glycans) N-glycans were increased in GC, yet monoantennary, galactose, bisecting type and core fucose N-glycans were decreased. In training set, core fucose (AUC=0.923, 95%CI: 0.8485 to 0.9967) played an excellent diagnostic performance for the early detection of gastric cancer. The diagnostic potential of core fucose was further validated in an independent cohort (AUC=0.854, 95%CI: 0.7592 to 0.9483). Besides, several individual glycan structures reached both statistical criteria (p-values less than 0.05 and AUC scores that were at least moderately accurate) when comparing different stages of GC samples. Conclusion: We comprehensively evaluate the serum glycan changes in different stages of GC patients including peritoneal metastasis for the first time. We determined several N-glycan biomarkers, some of these have potential in distinguishing the early stage GC from healthy controls, and the others can help to monitor the progression of GC. The findings also enhance understanding of gastric cancer. Ivyspring International Publisher 2017-07-03 /pmc/articles/PMC5556655/ /pubmed/28819389 http://dx.doi.org/10.7150/jca.17900 Text en © Ivyspring International Publisher This is an open access article distributed under the terms of the Creative Commons Attribution (CC BY-NC) license (https://creativecommons.org/licenses/by-nc/4.0/). See http://ivyspring.com/terms for full terms and conditions. |
spellingShingle | Research Paper Qin, Ruihuan Zhao, Junjie Qin, Wenjun Zhang, Zejian Zhao, Ran Han, Jing yang, Yupeng Li, Lixiao Wang, Xuefei Ren, Shifang Sun, Yihong Gu, Jianxin Discovery of Non-invasive Glycan Biomarkers for Detection and Surveillance of Gastric Cancer |
title | Discovery of Non-invasive Glycan Biomarkers for Detection and Surveillance of Gastric Cancer |
title_full | Discovery of Non-invasive Glycan Biomarkers for Detection and Surveillance of Gastric Cancer |
title_fullStr | Discovery of Non-invasive Glycan Biomarkers for Detection and Surveillance of Gastric Cancer |
title_full_unstemmed | Discovery of Non-invasive Glycan Biomarkers for Detection and Surveillance of Gastric Cancer |
title_short | Discovery of Non-invasive Glycan Biomarkers for Detection and Surveillance of Gastric Cancer |
title_sort | discovery of non-invasive glycan biomarkers for detection and surveillance of gastric cancer |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5556655/ https://www.ncbi.nlm.nih.gov/pubmed/28819389 http://dx.doi.org/10.7150/jca.17900 |
work_keys_str_mv | AT qinruihuan discoveryofnoninvasiveglycanbiomarkersfordetectionandsurveillanceofgastriccancer AT zhaojunjie discoveryofnoninvasiveglycanbiomarkersfordetectionandsurveillanceofgastriccancer AT qinwenjun discoveryofnoninvasiveglycanbiomarkersfordetectionandsurveillanceofgastriccancer AT zhangzejian discoveryofnoninvasiveglycanbiomarkersfordetectionandsurveillanceofgastriccancer AT zhaoran discoveryofnoninvasiveglycanbiomarkersfordetectionandsurveillanceofgastriccancer AT hanjing discoveryofnoninvasiveglycanbiomarkersfordetectionandsurveillanceofgastriccancer AT yangyupeng discoveryofnoninvasiveglycanbiomarkersfordetectionandsurveillanceofgastriccancer AT lilixiao discoveryofnoninvasiveglycanbiomarkersfordetectionandsurveillanceofgastriccancer AT wangxuefei discoveryofnoninvasiveglycanbiomarkersfordetectionandsurveillanceofgastriccancer AT renshifang discoveryofnoninvasiveglycanbiomarkersfordetectionandsurveillanceofgastriccancer AT sunyihong discoveryofnoninvasiveglycanbiomarkersfordetectionandsurveillanceofgastriccancer AT gujianxin discoveryofnoninvasiveglycanbiomarkersfordetectionandsurveillanceofgastriccancer |