Cargando…

A Qualitative Transcriptional Signature for Predicting CpG Island Methylator Phenotype Status of the Right-Sided Colon Cancer

A part of colorectal cancer which is characterized by simultaneous numerous hypermethylation CpG islands sites is defined as CpG island methylator phenotype (CIMP) status. Stage II and III CIMP−positive (CIMP+) right-sided colon cancer (RCC) patients have a better prognosis than CIMP−negative (CIMP−...

Descripción completa

Detalles Bibliográficos
Autores principales: You, Tianyi, Song, Kai, Guo, Wenbing, Fu, Yelin, Wang, Kai, Zheng, Hailong, Yang, Jing, Jin, Liangliang, Qi, Lishuang, Guo, Zheng, Zhao, Wenyuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7658404/
https://www.ncbi.nlm.nih.gov/pubmed/33193579
http://dx.doi.org/10.3389/fgene.2020.00971
_version_ 1783608663430135808
author You, Tianyi
Song, Kai
Guo, Wenbing
Fu, Yelin
Wang, Kai
Zheng, Hailong
Yang, Jing
Jin, Liangliang
Qi, Lishuang
Guo, Zheng
Zhao, Wenyuan
author_facet You, Tianyi
Song, Kai
Guo, Wenbing
Fu, Yelin
Wang, Kai
Zheng, Hailong
Yang, Jing
Jin, Liangliang
Qi, Lishuang
Guo, Zheng
Zhao, Wenyuan
author_sort You, Tianyi
collection PubMed
description A part of colorectal cancer which is characterized by simultaneous numerous hypermethylation CpG islands sites is defined as CpG island methylator phenotype (CIMP) status. Stage II and III CIMP−positive (CIMP+) right-sided colon cancer (RCC) patients have a better prognosis than CIMP−negative (CIMP−) RCC treated with surgery alone. However, there is no gold standard available in defining CIMP status. In this work, we selected the gene pairs whose relative expression orderings (REOs) were associated with the CIMP status, to develop a qualitative transcriptional signature to individually predict CIMP status for stage II and III RCC. Based on the REOs of gene pairs, a signature composed of 19 gene pairs was developed to predict the CIMP status of RCC through a feature selection process. A sample is predicted as CIMP+ when the gene expression orderings of at least 12 gene pairs vote for CIMP+; otherwise the CIMP−. The difference of prognosis between the predicted CIMP+ and CIMP− groups was more significantly different than the original CIMP status groups. There were more differential methylation and expression characteristics between the two predicted groups. The hierarchical clustering analysis showed that the signature could perform better for predicting CIMP status of RCC than current methods. In conclusion, the qualitative transcriptional signature for classifying CIMP status at the individualized level can predict outcome and guide therapy for RCC patients.
format Online
Article
Text
id pubmed-7658404
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-76584042020-11-13 A Qualitative Transcriptional Signature for Predicting CpG Island Methylator Phenotype Status of the Right-Sided Colon Cancer You, Tianyi Song, Kai Guo, Wenbing Fu, Yelin Wang, Kai Zheng, Hailong Yang, Jing Jin, Liangliang Qi, Lishuang Guo, Zheng Zhao, Wenyuan Front Genet Genetics A part of colorectal cancer which is characterized by simultaneous numerous hypermethylation CpG islands sites is defined as CpG island methylator phenotype (CIMP) status. Stage II and III CIMP−positive (CIMP+) right-sided colon cancer (RCC) patients have a better prognosis than CIMP−negative (CIMP−) RCC treated with surgery alone. However, there is no gold standard available in defining CIMP status. In this work, we selected the gene pairs whose relative expression orderings (REOs) were associated with the CIMP status, to develop a qualitative transcriptional signature to individually predict CIMP status for stage II and III RCC. Based on the REOs of gene pairs, a signature composed of 19 gene pairs was developed to predict the CIMP status of RCC through a feature selection process. A sample is predicted as CIMP+ when the gene expression orderings of at least 12 gene pairs vote for CIMP+; otherwise the CIMP−. The difference of prognosis between the predicted CIMP+ and CIMP− groups was more significantly different than the original CIMP status groups. There were more differential methylation and expression characteristics between the two predicted groups. The hierarchical clustering analysis showed that the signature could perform better for predicting CIMP status of RCC than current methods. In conclusion, the qualitative transcriptional signature for classifying CIMP status at the individualized level can predict outcome and guide therapy for RCC patients. Frontiers Media S.A. 2020-10-29 /pmc/articles/PMC7658404/ /pubmed/33193579 http://dx.doi.org/10.3389/fgene.2020.00971 Text en Copyright © 2020 You, Song, Guo, Fu, Wang, Zheng, Yang, Jin, Qi, Guo and Zhao. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Genetics
You, Tianyi
Song, Kai
Guo, Wenbing
Fu, Yelin
Wang, Kai
Zheng, Hailong
Yang, Jing
Jin, Liangliang
Qi, Lishuang
Guo, Zheng
Zhao, Wenyuan
A Qualitative Transcriptional Signature for Predicting CpG Island Methylator Phenotype Status of the Right-Sided Colon Cancer
title A Qualitative Transcriptional Signature for Predicting CpG Island Methylator Phenotype Status of the Right-Sided Colon Cancer
title_full A Qualitative Transcriptional Signature for Predicting CpG Island Methylator Phenotype Status of the Right-Sided Colon Cancer
title_fullStr A Qualitative Transcriptional Signature for Predicting CpG Island Methylator Phenotype Status of the Right-Sided Colon Cancer
title_full_unstemmed A Qualitative Transcriptional Signature for Predicting CpG Island Methylator Phenotype Status of the Right-Sided Colon Cancer
title_short A Qualitative Transcriptional Signature for Predicting CpG Island Methylator Phenotype Status of the Right-Sided Colon Cancer
title_sort qualitative transcriptional signature for predicting cpg island methylator phenotype status of the right-sided colon cancer
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7658404/
https://www.ncbi.nlm.nih.gov/pubmed/33193579
http://dx.doi.org/10.3389/fgene.2020.00971
work_keys_str_mv AT youtianyi aqualitativetranscriptionalsignatureforpredictingcpgislandmethylatorphenotypestatusoftherightsidedcoloncancer
AT songkai aqualitativetranscriptionalsignatureforpredictingcpgislandmethylatorphenotypestatusoftherightsidedcoloncancer
AT guowenbing aqualitativetranscriptionalsignatureforpredictingcpgislandmethylatorphenotypestatusoftherightsidedcoloncancer
AT fuyelin aqualitativetranscriptionalsignatureforpredictingcpgislandmethylatorphenotypestatusoftherightsidedcoloncancer
AT wangkai aqualitativetranscriptionalsignatureforpredictingcpgislandmethylatorphenotypestatusoftherightsidedcoloncancer
AT zhenghailong aqualitativetranscriptionalsignatureforpredictingcpgislandmethylatorphenotypestatusoftherightsidedcoloncancer
AT yangjing aqualitativetranscriptionalsignatureforpredictingcpgislandmethylatorphenotypestatusoftherightsidedcoloncancer
AT jinliangliang aqualitativetranscriptionalsignatureforpredictingcpgislandmethylatorphenotypestatusoftherightsidedcoloncancer
AT qilishuang aqualitativetranscriptionalsignatureforpredictingcpgislandmethylatorphenotypestatusoftherightsidedcoloncancer
AT guozheng aqualitativetranscriptionalsignatureforpredictingcpgislandmethylatorphenotypestatusoftherightsidedcoloncancer
AT zhaowenyuan aqualitativetranscriptionalsignatureforpredictingcpgislandmethylatorphenotypestatusoftherightsidedcoloncancer
AT youtianyi qualitativetranscriptionalsignatureforpredictingcpgislandmethylatorphenotypestatusoftherightsidedcoloncancer
AT songkai qualitativetranscriptionalsignatureforpredictingcpgislandmethylatorphenotypestatusoftherightsidedcoloncancer
AT guowenbing qualitativetranscriptionalsignatureforpredictingcpgislandmethylatorphenotypestatusoftherightsidedcoloncancer
AT fuyelin qualitativetranscriptionalsignatureforpredictingcpgislandmethylatorphenotypestatusoftherightsidedcoloncancer
AT wangkai qualitativetranscriptionalsignatureforpredictingcpgislandmethylatorphenotypestatusoftherightsidedcoloncancer
AT zhenghailong qualitativetranscriptionalsignatureforpredictingcpgislandmethylatorphenotypestatusoftherightsidedcoloncancer
AT yangjing qualitativetranscriptionalsignatureforpredictingcpgislandmethylatorphenotypestatusoftherightsidedcoloncancer
AT jinliangliang qualitativetranscriptionalsignatureforpredictingcpgislandmethylatorphenotypestatusoftherightsidedcoloncancer
AT qilishuang qualitativetranscriptionalsignatureforpredictingcpgislandmethylatorphenotypestatusoftherightsidedcoloncancer
AT guozheng qualitativetranscriptionalsignatureforpredictingcpgislandmethylatorphenotypestatusoftherightsidedcoloncancer
AT zhaowenyuan qualitativetranscriptionalsignatureforpredictingcpgislandmethylatorphenotypestatusoftherightsidedcoloncancer