Highly sensitive noninvasive early lung cancer detection using DNA methylation topology in sputum-derived epithelial cells

被引:1
|
作者
Soukiasian, Harmik J. [1 ]
Leung, Alexander [1 ]
Imai, Taryne
Bose, Shika [2 ]
Kim, Sungjin [3 ]
Mosenifar, Zab [4 ]
Gupta, Nirdesh K. [5 ]
Tajbakhsh, Jian [3 ,5 ]
机构
[1] Cedars Sinai, Div Thorac Surg, Los Angeles, CA USA
[2] Cedars Sinai, Dept Pathol, Los Angeles, CA USA
[3] Samuel Oschin Comprehens Canc Inst, Cedars Sinai, Los Angeles, CA USA
[4] Dept Med, Cedars Sinai, Los Angeles, CA USA
[5] Cedars Sinai, St Diagnost 3, Los Angeles, CA USA
来源
JTCVS OPEN | 2023年 / 13卷
关键词
DNA methylation; noninvasive test; non- small cell lung cancer; screening; sputum; PROMOTER METHYLATION; RISK; HYDROXYMETHYLATION; SIGNATURE; MODELS;
D O I
10.1016/j.xjon.2022.11.018
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objective: Sputum is a source of exfoliated respiratory epithelial cells transformed early in lung carcinogenesis. Malignant cells are hypomethylated and contain less genomic 5-methylcytosine (5mC). Validating a test that recognizes and quantifies aberrantly hypomethylated cells in sputum, we assessed its potential as a screening tool for detecting early-stage non-small cell lung cancer. Methods: Cells extracted from sputum were immunofluorescence labeled with an anti-5-methylcytosine antibody and counterstained with 4',6-diamidino-2-phenylindole (DAPI) delineating global nuclear DNA (gDNA). Via confocal scanning and 3-dimensional image analysis, fluorescence 5mC and DAPI signals were measured in segmented cell nuclei, and a 5mC/DAPI co-distribution map was generated for each imaged cell. Cells were classified as hypomethylated based on 5mC load and 5mC/DAPI co-distribution. The proportion of hypomethylated epithelial cells in the sputum determines whether a patient has lung cancer. Results: A total of 88 subjects were enrolled: 12 healthy subjects; 34 high-risk subjects with benign chronic lung disorders (10 with chronic obstructive pulmonary disease, 24 with idiopathic pulmonary fibrosis), and 43 subjects with non-small cell lung cancer (27 with stage I-II and 16 with stage III-IV). The test identified early-stage non-small cell lung cancer and distinguished it from the high-risk group with 95.8% (95% confidence interval, 78.9-99.9) sensitivity and 41.2% (95% confidence interval, 24.6-59.3) specificity applying only 5mC, 95.8% (95% confidence interval, 78.9-99.9) sensitivity and 26.5% (95% confidence interval, 12.9-44.4) specificity using solely 5mC/DAPI index, and 100% (95% confidence interval, 98.7-100) sensitivity and 26.1% (95% confidence interval, 26.2-27.8) specificity with the combined parameters. Conclusions: We tested and validated a novel, noninvasive, highly sensitive screening test for non-small cell lung cancer. With the use of sputum, our test may impact lung cancer screening, evaluation of pulmonary nodules, and cancer surveillance algorithms.
引用
收藏
页码:389 / 410
页数:22
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