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 |
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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. |
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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 |
Author_xml | – sequence: 1 givenname: Xiang surname: Zhang fullname: Zhang, Xiang organization: Department of Gynecology, Cangzhou Central Hospital, China – sequence: 2 givenname: Xuecheng surname: Pang fullname: Pang, Xuecheng – sequence: 3 givenname: Yue surname: Huang fullname: Huang, Yue – sequence: 4 givenname: Sumin surname: Qian fullname: Qian, Sumin |
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Cites_doi | 10.12659/MSM.920381 10.3233/CBM-170791 10.1016/j.tig.2012.11.003 10.3109/07357907.2010.512603 10.1016/j.ajog.2007.08.075 10.1159/000491915 10.3389/fbioe.2018.00089 10.1002/ijc.28843 10.1016/j.ygeno.2012.01.002 10.1038/modpathol.2010.44 10.1016/j.lfs.2020.117295 10.1126/scitranslmed.3004952 10.1158/1078-0432.CCR-15-0104 10.1002/cncr.10559 10.1186/s13048-019-0494-4 10.1016/j.mrrev.2008.02.004 10.18637/jss.v033.i01 10.1586/14737159.8.5.607 10.1007/s13105-019-00690-8 10.1042/BSR20192892 10.1016/j.ygyno.2007.06.019 10.1016/j.bbrc.2019.03.093 10.1038/nature12113 10.3322/caac.21442 10.1016/B978-0-12-380866-0.60002-2 10.1038/s41571-018-0028-9 10.1097/AOG.0b013e3182605bf1 10.1016/j.biochi.2019.03.019 10.1200/JCO.2007.12.9791 10.1016/j.ygyno.2016.12.015 10.1136/gutjnl-2019-319639 10.1080/15592294.2018.1474071 10.1038/s41556-018-0174-4 10.1371/journal.pone.0014524 10.1080/15592294.2016.1252891 10.1093/nar/gkaa048 |
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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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