Literature DB >> 35968354

SEPTIN9-SDC2-VIM methylation signature as a biomarker for the early diagnosis of colorectal cancer.

Rong-Qiang Yuan1, Hui Zhao2, Yan Wang3, Kai Song4, Jia Yang1, Wei He3, Da-Zhuang Miao3, Qi Wang3, Yun-He Jia3.   

Abstract

The accurate detection of colorectal cancer (CRC) at its initial stage can reduce mortality. However, the broad application of endoscopy has been limited due to the invasive procedure and patient noncompliance. Liquid biopsy with subsequent mapping of methylation in specific cell-free DNA (cfDNA) may represent an alternative approach for early diagnosis. In this study, we have developed a minimal-invasive blood-based test for detection of precancerous lesions and early-stage CRC. Using TCGA M450K methylation data, we identified candidate methylation sites with the highest Fold Change (FC) for three genes (SEPTIN9, SDC2 and VIM), which were selected from previous studies. Based on logistic regression models, we developed a 3-gene methylation signature for CRC diagnosis with high accuracy (Sensitivity =0.959, Specificity =1, AUC =0.997). Using independent public databases and data from blood samples, this model has demonstrated superior performance. The AUC was 0.919-1 and 0.905-0.916 in public tissue database for CRC and blood sample data, respectively. Thus, our proposed 3-gene methylation signature has a more reliable performance than other methods. Furthermore, signal enhancement effect of 3-gene methylation signature can improve the accuracy of early diagnosis for CRC, which demonstrates the potential for clinical application. AJCR
Copyright © 2022.

Entities:  

Keywords:  CRC; DNA methylation; early diagnosis; epigenetic biomarker; liquid biopsy

Year:  2022        PMID: 35968354      PMCID: PMC9360219     

Source DB:  PubMed          Journal:  Am J Cancer Res        ISSN: 2156-6976            Impact factor:   5.942


  31 in total

Review 1.  Gene silencing in cancer in association with promoter hypermethylation.

Authors:  James G Herman; Stephen B Baylin
Journal:  N Engl J Med       Date:  2003-11-20       Impact factor: 91.245

Review 2.  DNA methylation-based biomarkers and the epigenetic clock theory of ageing.

Authors:  Steve Horvath; Kenneth Raj
Journal:  Nat Rev Genet       Date:  2018-06       Impact factor: 53.242

3.  Differences in DNA methylation signatures reveal multiple pathways of progression from adenoma to colorectal cancer.

Authors:  Yanxin Luo; Chao-Jen Wong; Andrew M Kaz; Slavomir Dzieciatkowski; Kelly T Carter; Shelli M Morris; Jianping Wang; Joseph E Willis; Karen W Makar; Cornelia M Ulrich; James D Lutterbaugh; Martha J Shrubsole; Wei Zheng; Sanford D Markowitz; William M Grady
Journal:  Gastroenterology       Date:  2014-04-30       Impact factor: 22.682

4.  Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles.

Authors:  Aravind Subramanian; Pablo Tamayo; Vamsi K Mootha; Sayan Mukherjee; Benjamin L Ebert; Michael A Gillette; Amanda Paulovich; Scott L Pomeroy; Todd R Golub; Eric S Lander; Jill P Mesirov
Journal:  Proc Natl Acad Sci U S A       Date:  2005-09-30       Impact factor: 11.205

5.  Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries.

Authors:  Hyuna Sung; Jacques Ferlay; Rebecca L Siegel; Mathieu Laversanne; Isabelle Soerjomataram; Ahmedin Jemal; Freddie Bray
Journal:  CA Cancer J Clin       Date:  2021-02-04       Impact factor: 508.702

6.  Circulating tumor DNA methylation profiles enable early diagnosis, prognosis prediction, and screening for colorectal cancer.

Authors:  Huiyan Luo; Qi Zhao; Wei Wei; Lianghong Zheng; Shaohua Yi; Gen Li; Wenqiu Wang; Hui Sheng; Hengying Pu; Haiyu Mo; Zhixiang Zuo; Zexian Liu; Chaofeng Li; Chuanbo Xie; Zhaolei Zeng; Weimin Li; Xiaoke Hao; Yuying Liu; Sumei Cao; Wanli Liu; Sarah Gibson; Kang Zhang; Guoliang Xu; Rui-Hua Xu
Journal:  Sci Transl Med       Date:  2020-01-01       Impact factor: 17.956

7.  Cell-Free Circulating Methylated SEPT9 for Noninvasive Diagnosis and Monitoring of Colorectal Cancer.

Authors:  Bo Fu; Peng Yan; Shan Zhang; Yan Lu; Li Pan; Wenqiang Tang; Shen Chen; Shuangfeng Chen; Anqi Zhang; Wei Liu
Journal:  Dis Markers       Date:  2018-04-23       Impact factor: 3.434

8.  Performance of a Novel Blood-Based Early Colorectal Cancer Screening Assay in Remaining Serum after the Blood Biochemical Test.

Authors:  Ying Chen; Zhenzhen Wang; Guodong Zhao; Chuang Sun; Yong Ma; Linyan Zhang; Minxue Zheng; Hongchun Li
Journal:  Dis Markers       Date:  2019-04-04       Impact factor: 3.434

9.  Multiplex methylated DNA testing in plasma with high sensitivity and specificity for colorectal cancer screening.

Authors:  Guodong Zhao; Hui Li; Zixuan Yang; Zhenzhen Wang; Manqiu Xu; Shangmin Xiong; Shiming Li; XiaoTing Wu; Xiaoyu Liu; Ziwen Wang; Yun Zhu; Yong Ma; Sujuan Fei; Minxue Zheng
Journal:  Cancer Med       Date:  2019-08-12       Impact factor: 4.452

10.  The Pathological Features of Colorectal Cancer Determine the Detection Performance on Blood ctDNA.

Authors:  Na He; Lele Song; Qian Kang; Peng Jin; Guoxiang Cai; Jinfeng Zhou; Guangpeng Zhou; Jianqiu Sheng; Sanjun Cai; Jianming Wang; Xiaoliang Han; Yongzhan Nie; Kaichun Wu
Journal:  Technol Cancer Res Treat       Date:  2018-01-01
View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.