A 5-gene DNA methylation signature is a promising prognostic biomarker for early-stage cervical cancer

被引:8
作者
Chen, Hongxia [1 ]
Li, Hongying [2 ,3 ]
Wang, Lei [4 ]
Li, Yaxiong [5 ]
Yang, ChunYan [6 ]
机构
[1] Hubei Univ Sci & Technol, Sch Basic Med, Dept Pathophysiol, Xianning, Peoples R China
[2] Maternal & Child Hlth Hosp Hubei Prov, 745 Wuluo Rd, Wuhan 430070, Hubei, Peoples R China
[3] Wuhan Univ Sci & Technol, Hubei Prov Key Lab Occupat Hazard Identificat & C, Wuhan, Hubei, Peoples R China
[4] Hubei Univ Chinese Med, Sch Lab Med, 16 Huangjiahu West Rd, Wuhan 430065, Hubei, Peoples R China
[5] Hubei Univ Sci & Technol, Informat Ctr, Xianning, Peoples R China
[6] Hubei Univ Sci & Technol, Sch Basic Med, Dept Publ Hlth Management, Xianning, Peoples R China
关键词
Cervical cancer; DNA methylation; risk score; overall survival; SEXUAL-BEHAVIOR; HPV; VACCINATION; PROGRAMS;
D O I
10.1080/01443615.2021.1907563
中图分类号
R71 [妇产科学];
学科分类号
100211 ;
摘要
The demographic information and overall survival (OS) of patients with cervical cancer (CC) (pathological stage: IA-IIA) were extracted from the TCGA database. A univariate and multivariate Cox proportional hazard model was performed to identify methylation markers significantly associated with the OS of patients in the training dataset. Then such a prognostic classifier was tested on the validation set and all subgroups. The Kaplan-Meier analysis and ROC analysis were performed to detect the ability to discriminate between patients with different risks and different OS. A DNA methylation signature which contained five genes was found to be significantly associated with the OS of CC patients by the Cox regression analysis in the training dataset. Such a signature could efficiently distinguish the patients into two risk groups with significantly different OS in both datasets. The receiver operating characteristic (ROC) analysis showed it had high sensitivity and specificity. Moreover, such a prognostic model also could be effectively applied to different subgroups, including groups of different ages, tumour sizes, histologic types, etc. A 5-DNA methylation signature identified by this study may act as a novel prognostic indicator for early-stage CC, and it may be helpful for the timely diagnosis and intervention of CC at pathological stages IA-IIA.Impact Statement What is already known on this subject? Cervical cancer (CC) is one of the most common gynaecological malignant tumours. What the results of this study add? This study constructed a risk model based on a 5-DNA methylation signature for early-stage CC patients' survival prediction. What the implications are of these findings for clinical practice and/or further research? Methylated markers have the potential to discriminate patients of different risks and different OS. Our results may shed new light on the early diagnosis and intervention, and potential therapeutic targets for CC patients at pathological stages IA-IIA.
引用
收藏
页码:327 / 332
页数:6
相关论文
共 29 条
[1]   Prognostic factors in FIGO stage IB cervical cancer without lymph node metastasis and the role of adjuvant radiotherapy after radical hysterectomy [J].
Ayhan, A ;
Al, RA ;
Baykal, C ;
Demirtas, E ;
Ayhan, A ;
Yüce, K .
INTERNATIONAL JOURNAL OF GYNECOLOGICAL CANCER, 2004, 14 (02) :286-292
[2]   A 10-gene prognostic methylation signature for stage I-III cervical cancer [J].
Cai, Shengyun ;
Yu, Xiaomin ;
Gu, Zhongyi ;
Yang, Qingqing ;
Wen, Biwei ;
Sheng, Jizi ;
Guan, Rui .
ARCHIVES OF GYNECOLOGY AND OBSTETRICS, 2020, 301 (05) :1275-1287
[3]   Novel TRERF1 mutations in Chinese patients with ovarian endometriosis [J].
Cao, Bianna ;
Zeng, Yuanfeng ;
Wu, Fei ;
Liu, Jun ;
Shuang, Zeliang ;
Xu, Xiaoyun ;
Guo, Jiubai .
MOLECULAR MEDICINE REPORTS, 2018, 17 (04) :5435-5439
[4]   Cervical Cancer Screening Programs in Europe: The Transition Towards HPV Vaccination and Population-Based HPV Testing [J].
Chrysostomou, Andreas C. ;
Stylianou, Dora C. ;
Constantinidou, Anastasia ;
Kostrikis, Leondios G. .
VIRUSES-BASEL, 2018, 10 (12)
[5]  
Di Jiangli, 2015, Asian Pac J Cancer Prev, V16, P7401, DOI 10.7314/apjcp.2015.16.17.7401
[6]   DNA Methylation Signatures Identify Biologically Distinct Subtypes in Acute Myeloid Leukemia [J].
Figueroa, Maria E. ;
Lugthart, Sanne ;
Li, Yushan ;
Erpelinck-Verschueren, Claudia ;
Deng, Xutao ;
Christos, Paul J. ;
Schifano, Elizabeth ;
Booth, James ;
van Putten, Wim ;
Skrabanek, Lucy ;
Campagne, Fabien ;
Mazumdar, Madhu ;
Greally, John M. ;
Valk, Peter J. M. ;
Lowenberg, Bob ;
Delwel, Ruud ;
Melnick, Ari .
CANCER CELL, 2010, 17 (01) :13-27
[7]   Multi-omic signatures identify pan-cancer classes of tumors beyond tissue of origin [J].
Gonzalez-Reymundez, Agustin ;
Vazquez, Ana I. .
SCIENTIFIC REPORTS, 2020, 10 (01)
[8]   A five-DNA methylation signature act as a novel prognostic biomarker in patients with ovarian serous cystadenocarcinoma [J].
Guo, Wenna ;
Zhu, Liucun ;
Yu, Minghao ;
Zhu, Rui ;
Chen, Qihan ;
Wang, Qiang .
CLINICAL EPIGENETICS, 2018, 10
[9]   DNA Methylation Signatures for Prediction of Biochemical Recurrence After Radical Prostatectomy of Clinically Localized Prostate Cancer [J].
Haldrup, Christa ;
Mundbjerg, Kamilla ;
Vestergaard, Else Marie ;
Lamy, Philippe ;
Wild, Peter ;
Schulz, Wolfgang A. ;
Arsov, Christian ;
Visakorpi, Tapio ;
Borre, Michael ;
Hoyer, Soren ;
Orntoft, Torben F. ;
Sorensen, Karina D. .
JOURNAL OF CLINICAL ONCOLOGY, 2013, 31 (26) :3250-+
[10]   Non-participation in cervical cancer screening according to health, lifestyle and sexual behavior: A population-based study of nearly 15,000 Danish women aged 23-45 years [J].
Harder, Elise ;
Hertzum-Larsen, Rasmus ;
Frederiksen, Kirsten ;
Kjaer, Susanne K. ;
Thomsen, Louise T. .
PREVENTIVE MEDICINE, 2020, 137