A seven-m6A regulator-related CpG site-based prognostic signature for endometrial carcinoma

Endometrial carcinoma (EC) has become a common gynecologic malignancy with a high mortality. The m6A regulators have been identified to be closely associated with multiple human cancers including EC. However, the CpG methylation signature related to m6A regulators in EC remains unclear. The methylat...

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Published in:Medicine (Baltimore) Vol. 100; no. 29; p. e26648
Main Authors: Zhang, Xiang, Pang, Xuecheng, Huang, Yue, Qian, Sumin
Format: Journal Article
Language:English
Published: United States Lippincott Williams & Wilkins 23-07-2021
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Abstract Endometrial carcinoma (EC) has become a common gynecologic malignancy with a high mortality. The m6A regulators have been identified to be closely associated with multiple human cancers including EC. However, the CpG methylation signature related to m6A regulators in EC remains unclear. The methylation profiles of EC patients including cancer samples and adjacent normal samples were obtained from The Cancer Genome Atlas (TCGA) database. The CpG sites in 20 m6A regulators were identified. Univariate Cox regression and LASSO Cox regression analysis were used to screen key CpG sites which were located at m6A regulators and significantly related to the prognosis of EC. The predictive model for EC prognosis was constructed, and multivariate Cox regression analysis was applied to explore whether the risk score derived from the model could function as an independent signature for EC prognosis. Meanwhile, a nomogram model was constructed by combing the independent prognostic signatures for prediction of the long-term survival in EC patients. A total of 396 CpG sites located at 20 m6A regulators were identified. A specific predictive model for EC prognosis based on 7 optimal CpG sites was constructed, which presented good performance in prognosis prediction of EC patients. Moreover, risk score was determined to be an independent signature both in the training set and validation set. By bringing in three independent prognostic factors (age, risk score, and TNM stage), the nomogram was constructed and could effectively predict the 3- and 5-year survival rates of EC patients. Our study suggested that the CpG sites located at m6A regulators might be considered as potential prognostic signatures for EC patients.
AbstractList BACKGROUNDEndometrial carcinoma (EC) has become a common gynecologic malignancy with a high mortality. The m6A regulators have been identified to be closely associated with multiple human cancers including EC. However, the CpG methylation signature related to m6A regulators in EC remains unclear. METHODThe methylation profiles of EC patients including cancer samples and adjacent normal samples were obtained from The Cancer Genome Atlas (TCGA) database. The CpG sites in 20 m6A regulators were identified. Univariate Cox regression and LASSO Cox regression analysis were used to screen key CpG sites which were located at m6A regulators and significantly related to the prognosis of EC. The predictive model for EC prognosis was constructed, and multivariate Cox regression analysis was applied to explore whether the risk score derived from the model could function as an independent signature for EC prognosis. Meanwhile, a nomogram model was constructed by combing the independent prognostic signatures for prediction of the long-term survival in EC patients. RESULTSA total of 396 CpG sites located at 20 m6A regulators were identified. A specific predictive model for EC prognosis based on 7 optimal CpG sites was constructed, which presented good performance in prognosis prediction of EC patients. Moreover, risk score was determined to be an independent signature both in the training set and validation set. By bringing in three independent prognostic factors (age, risk score, and TNM stage), the nomogram was constructed and could effectively predict the 3- and 5-year survival rates of EC patients. CONCLUSIONOur study suggested that the CpG sites located at m6A regulators might be considered as potential prognostic signatures for EC patients.
Endometrial carcinoma (EC) has become a common gynecologic malignancy with a high mortality. The m6A regulators have been identified to be closely associated with multiple human cancers including EC. However, the CpG methylation signature related to m6A regulators in EC remains unclear. The methylation profiles of EC patients including cancer samples and adjacent normal samples were obtained from The Cancer Genome Atlas (TCGA) database. The CpG sites in 20 m6A regulators were identified. Univariate Cox regression and LASSO Cox regression analysis were used to screen key CpG sites which were located at m6A regulators and significantly related to the prognosis of EC. The predictive model for EC prognosis was constructed, and multivariate Cox regression analysis was applied to explore whether the risk score derived from the model could function as an independent signature for EC prognosis. Meanwhile, a nomogram model was constructed by combing the independent prognostic signatures for prediction of the long-term survival in EC patients. A total of 396 CpG sites located at 20 m6A regulators were identified. A specific predictive model for EC prognosis based on 7 optimal CpG sites was constructed, which presented good performance in prognosis prediction of EC patients. Moreover, risk score was determined to be an independent signature both in the training set and validation set. By bringing in three independent prognostic factors (age, risk score, and TNM stage), the nomogram was constructed and could effectively predict the 3- and 5-year survival rates of EC patients. Our study suggested that the CpG sites located at m6A regulators might be considered as potential prognostic signatures for EC patients.
Author Huang, Yue
Qian, Sumin
Zhang, Xiang
Pang, Xuecheng
AuthorAffiliation Department of Gynecology, Cangzhou Central Hospital, China
AuthorAffiliation_xml – name: Department of Gynecology, Cangzhou Central Hospital, China
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  surname: Zhang
  fullname: Zhang, Xiang
  organization: Department of Gynecology, Cangzhou Central Hospital, China
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  givenname: Sumin
  surname: Qian
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Snippet Endometrial carcinoma (EC) has become a common gynecologic malignancy with a high mortality. The m6A regulators have been identified to be closely associated...
BACKGROUNDEndometrial carcinoma (EC) has become a common gynecologic malignancy with a high mortality. The m6A regulators have been identified to be closely...
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SubjectTerms Adenosine - analogs & derivatives
Adenosine - genetics
Adenosine - metabolism
Biomarkers, Tumor - genetics
Biomarkers, Tumor - metabolism
China
Clinical Trial/Experimental Study
Endometrial Neoplasms - genetics
Endometrial Neoplasms - metabolism
Endometrial Neoplasms - mortality
Female
Gene Expression Regulation, Neoplastic
Humans
Methylation
Middle Aged
Nomograms
Predictive Value of Tests
Prognosis
Proportional Hazards Models
RNA - genetics
Survival Analysis
Title A seven-m6A regulator-related CpG site-based prognostic signature for endometrial carcinoma
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https://www.ncbi.nlm.nih.gov/pubmed/34398021
https://search.proquest.com/docview/2561924843
https://pubmed.ncbi.nlm.nih.gov/PMC8294886
Volume 100
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