A functional methylation signature to predict the prognosis of Chinese lung adenocarcinoma based on TCGA

甲基化 DNA甲基化 腺癌 肺癌 CpG站点 肿瘤科 医学 内科学 癌症研究 生物 癌症 基因表达 基因 遗传学
作者
Ke Wang,Ying Liu,Guanzhong Lu,Xiao Jian,Jiao Huang,Lin Lei,Ji Peng,Yangkai Li,Yibaina Wang
出处
期刊:Cancer Medicine [Wiley]
卷期号:11 (1): 281-294 被引量:2
标识
DOI:10.1002/cam4.4431
摘要

Lung cancer is the leading cause of cancer morbidity and mortality worldwide, however, the individualized treatment is still unsatisfactory. DNA methylation can affect gene regulation and may be one of the most valuable biomarkers in predicting the prognosis of lung adenocarcinoma. This study was aimed to identify methylation CpG sites that may be used to predict lung adenocarcinoma prognosis.The Cancer Genome Atlas (TCGA) database was used to detect methylation CpG sites associated with lung adenocarcinoma prognosis and construct a methylation signature model. Then, a Chinese cohort was carried out to estimate the association between methylation and lung adenocarcinoma prognosis. Biological function studies, including demethylation treatment, cell proliferative capacity, and gene expression changes in lung adenocarcinoma cell lines, were further performed.In the TCGA set, three methylation CpG sites were selected that were associated with lung adenocarcinoma prognosis (cg14517217, cg15386964, and cg18878992). The risk of mortality was increased in lung adenocarcinoma patients with the gradual increase level of methylation signature based on three methylation sites levels (HR = 45.30, 95% CI = 26.69-66.83; p < 0.001). The C-statistic value increased to 0.77 when age, gender, and other clinical variables were added to the signature to prediction model. A similar situation was confirmed in Chinese lung adenocarcinoma cohort. In the biological function studies, the proliferative capacity of cell lines was inhibited when the cells were demethylated with 5-aza-2'-deoxycytidine (5-aza-2dC). The mRNA and protein expression levels of SEPT9 and HIST1H2BH (cg14517217 and cg15386964) were downregulated with different concentrations of 5-aza-2dC treatment, while cg18878992 showed the opposite result.This study is the first to develop a three-CpG-based model for lung adenocarcinoma, which is a practical and useful tool for prognostic prediction that has been validated in a Chinese population.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
平常无颜发布了新的文献求助10
1秒前
小马甲应助淅淅沥沥采纳,获得10
1秒前
1秒前
Atlantis完成签到,获得积分10
2秒前
乐乐应助璐璐侠采纳,获得10
4秒前
49天已过完成签到,获得积分10
4秒前
走四方发布了新的文献求助10
5秒前
啊唔发布了新的文献求助10
7秒前
7秒前
qweqwe完成签到,获得积分10
7秒前
9秒前
mmyhn发布了新的文献求助50
10秒前
搜集达人应助科研通管家采纳,获得30
12秒前
司空豁应助科研通管家采纳,获得10
12秒前
司空豁应助科研通管家采纳,获得10
12秒前
FashionBoy应助科研通管家采纳,获得10
13秒前
司空豁应助科研通管家采纳,获得20
13秒前
13秒前
13秒前
小月小月发布了新的文献求助10
13秒前
13秒前
临界发布了新的文献求助10
13秒前
哈哈发布了新的文献求助20
14秒前
淅淅沥沥发布了新的文献求助10
14秒前
14秒前
15秒前
8R60d8应助小小兔采纳,获得10
16秒前
SciGPT应助平常无颜采纳,获得10
17秒前
baling发布了新的文献求助10
19秒前
spideringx发布了新的文献求助20
19秒前
ED应助小木君君采纳,获得10
20秒前
WHaha发布了新的文献求助10
21秒前
孙士雯完成签到,获得积分10
21秒前
半瓶子不满完成签到,获得积分10
21秒前
21秒前
璐璐侠完成签到,获得积分20
23秒前
24秒前
25秒前
27秒前
Txk完成签到,获得积分10
27秒前
高分求助中
The Mother of All Tableaux Order, Equivalence, and Geometry in the Large-scale Structure of Optimality Theory 1370
生物降解型栓塞微球市场(按产品类型、应用和最终用户)- 2030 年全球预测 1000
Implantable Technologies 500
Ecological and Human Health Impacts of Contaminated Food and Environments 400
Theories of Human Development 400
Phylogenetic study of the order Polydesmida (Myriapoda: Diplopoda) 360
International Relations at LSE: A History of 75 Years 308
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 物理 生物化学 计算机科学 内科学 纳米技术 复合材料 化学工程 遗传学 催化作用 物理化学 基因 冶金 量子力学 免疫学
热门帖子
关注 科研通微信公众号,转发送积分 3921883
求助须知:如何正确求助?哪些是违规求助? 3466729
关于积分的说明 10944315
捐赠科研通 3195451
什么是DOI,文献DOI怎么找? 1765599
邀请新用户注册赠送积分活动 855645
科研通“疑难数据库(出版商)”最低求助积分说明 795019