Investigation on the potential of circulating tumor DNA methylation patterns as prognostic biomarkers for lung squamous cell carcinoma

被引:10
作者
Liu, Yutao [1 ]
Feng, Yu [1 ]
Hou, Ting [2 ]
Lizaso, Analyn [2 ]
Xu, Feng [2 ]
Xing, Puyuan [1 ]
Wang, Hongyu [1 ]
Kang, Qiaolin [2 ]
Zhang, Lu [2 ]
Shi, Yuankai [1 ]
Hu, Xingsheng [1 ]
机构
[1] Chinese Acad Med Sci & Peking Union Med Coll, Beijing Key Lab Clin Study Anticanc Mol Targeted, Dept Med Oncol, Natl Canc Ctr,Natl Clin Res Ctr Canc,Canc Hosp, 17 Panjiayuan Nanli, Beijing, Peoples R China
[2] Burning Rock Biotech, Guangzhou, Peoples R China
关键词
Lung cancer; methylation; prognostic biomarker; lung squamous cell carcinoma (LUSC); ctDNA methylation profiling; PROMOTER METHYLATION; CANCER; PLASMA; HYPERMETHYLATION; HYPOMETHYLATION; DIAGNOSIS; MARKERS; SPUTUM; GENES; PANEL;
D O I
10.21037/tlcr-20-1070
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Aberrant epigenetic modifications play a key role in lung tumorigenesis. In our study, we aimed to explore the clinical implications of baseline circulating tumor DNA (ctDNA) somatic and methylation profiles in patients with lung squamous cell carcinoma (LUSC). Methods: A total of 26 patients with LUSC of various stages were included in this study. Somatic mutations and methylation levels were profiled from the plasma-derived ctDNA obtained at the time of diagnosis using unique molecular identifier (UMI)-based targeted sequencing and bisulfite sequencing, respectively. The correlation between baseline ctDNA mutation and methylation profile, and overall survival (OS), were analyzed. Results: Somatic mutations were detected in 80.8% (20/26) of the patients. Patients harboring somatic mutations with maximum allelic fraction (maxAF) of >5% had significantly shorter OS compared to those with maxAF <= 5% (7.1 vs. 54.6 months; P=0.020). ctDNA mcthylation level was found to be strongly correlated with maxAF (Pearson correlation =0.934; P<0.001). Consistent with maxAF, higher methylation levels were also associated with poorer OS (hazard ratio =2.377; 95% CI: 1.283-4.405; P=0.006). Moreover, a total of 1,956 ctDNA methylation blocks were differentially methylated in patients with maxAF >0 (P<0.05). Least absolute shrinkage and selection operator (LASSO) regression analysis revealed a significant correlation between methylation signatures from 5 methylation blocks and OS (hazard ratio =183.20, 95% CI: 2.74-12,243.32; P=0.015). These 5 methylation blocks could serve as an alternative to maxAF and can be explored as prognostic biomarkers. Conclusions: Our study identified several ctDNA methylation blocks that can potentially predict the prognosis of LUSC at the time of diagnosis.
引用
收藏
页码:2356 / 2366
页数:15
相关论文
共 47 条
  • [1] [Anonymous], 2013, NCCN clinical practice guidelines in oncology, breast cancer
  • [2] Epigenetic Determinants of Cancer
    Baylin, Stephen B.
    Jones, Peter A.
    [J]. COLD SPRING HARBOR PERSPECTIVES IN BIOLOGY, 2016, 8 (09):
  • [3] Gene promoter methylation in plasma and sputum increases with lung cancer risk
    Belinsky, SA
    Klinge, DM
    Dekker, JD
    Smith, MW
    Bocklage, TJ
    Gilliland, FD
    Crowell, RE
    Karp, DD
    Stidley, CA
    Picchi, MA
    [J]. CLINICAL CANCER RESEARCH, 2005, 11 (18) : 6505 - 6511
  • [4] Genomewide DNA Methylation Analysis Identifies Novel Methylated Genes in Non-Small-Cell Lung Carcinomas
    Carvalho, Rejane Hughes
    Hou, Jun
    Haberle, Vanja
    Aerts, Joachim
    Grosveld, Frank
    Lenhard, Boris
    Philipsen, Sjaak
    [J]. JOURNAL OF THORACIC ONCOLOGY, 2013, 8 (05) : 562 - 573
  • [5] Detection of Minimal Residual Disease Using ctDNA in Lung Cancer: Current Evidence and Future Directions
    Chae, Young Kwang
    Oh, Michael S.
    [J]. JOURNAL OF THORACIC ONCOLOGY, 2019, 14 (01) : 16 - 24
  • [6] The International Epidemiology of Lung Cancer: Latest Trends, Disparities, and Tumor Characteristics
    Cheng, Ting-Yuan David
    Cramb, Susanna M.
    Baade, Peter D.
    Youlden, Danny R.
    Nwogu, Chukwumere
    Reid, Mary E.
    [J]. JOURNAL OF THORACIC ONCOLOGY, 2016, 11 (10) : 1653 - 1671
  • [7] CpG island methylation and expression of tumour-associated genes in lung carcinoma
    Dammann, R
    Strunnikova, M
    Schagdarsurengin, U
    Rastetter, M
    Papritz, M
    Hattenhorst, UE
    Hofmann, HS
    Silber, RE
    Burdach, S
    Hansen, G
    [J]. EUROPEAN JOURNAL OF CANCER, 2005, 41 (08) : 1223 - 1236
  • [8] The Eighth Edition Lung Cancer Stage Classification
    Detterbeck, Frank C.
    Boffa, Daniel J.
    Kim, Anthony W.
    Tanoue, Lynn T.
    [J]. CHEST, 2017, 151 (01) : 193 - 203
  • [9] Comparative study on the mutational profile of adenocarcinoma and squamous cell carcinoma predominant histologic subtypes in Chinese non-small cell lung cancer patients
    Ding, Ying
    Zhang, Lihua
    Guo, Lingchuan
    Wu, Chunyan
    Zhou, Jianhua
    Zhou, Yongchun
    Ma, Jie
    Li, Xiao
    Ji, Pan
    Wang, Ming
    Zhu, Weidong
    Shi, Chenxi
    Li, Sanen
    Wu, Wei
    Zhu, Wei
    Xiao, Desheng
    Fu, Chunyan
    He, Qiuyan
    Sun, Rui
    Mao, Xinru
    Lizaso, Analyn
    Li, Bing
    Han-Zhang, Han
    Zhang, Zhihong
    [J]. THORACIC CANCER, 2020, 11 (01) : 103 - 112
  • [10] DNA hypomethylation in cancer cells
    Ehrlich, Melanie
    [J]. EPIGENOMICS, 2009, 1 (02) : 239 - 259