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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.
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页码:389 / 410
页数:22
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