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

被引:0
|
作者
You, Tianyi [1 ]
Song, Kai [1 ]
Guo, Wenbing [1 ]
Fu, Yelin [1 ]
Wang, Kai [1 ]
Zheng, Hailong [1 ]
Yang, Jing [1 ]
Jin, Liangliang [1 ]
Qi, Lishuang [1 ]
Guo, Zheng [1 ,2 ,3 ]
Zhao, Wenyuan [1 ]
机构
[1] Harbin Med Univ, Dept Syst Biol, Coll Bioinformat Sci & Technol, Harbin, Peoples R China
[2] Fujian Med Univ, Sch Basic Med Sci, Dept Bioinformat, Key Lab,Minist Educ Gastrointestinal Canc, Fuzhou, Peoples R China
[3] Fujian Med Univ, Fujian Prov Key Lab Hematol, Fuzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
right-sided colon cancer; CpG island methylator phenotype; the qualitative transcriptional signature; relative expression ordering; gene pairs; COLORECTAL-CANCER; MICROSATELLITE INSTABILITY; MOLECULAR-FEATURES; DNA METHYLATION; BRAF MUTATION; STAGE-II; EXPRESSION; OUTCOMES; THERAPY; IMPACT;
D O I
10.3389/fgene.2020.00971
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
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.
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页数:13
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