Highly sensitive noninvasive early lung cancer detection using DNA methylation topology in sputum-derived epithelial cells
被引:1
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作者:
Soukiasian, Harmik J.
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h-index: 0
机构:
Cedars Sinai, Div Thorac Surg, Los Angeles, CA USACedars Sinai, Div Thorac Surg, Los Angeles, CA USA
Soukiasian, Harmik J.
[1
]
Leung, Alexander
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机构:
Cedars Sinai, Div Thorac Surg, Los Angeles, CA USACedars Sinai, Div Thorac Surg, Los Angeles, CA USA
Leung, Alexander
[1
]
Imai, Taryne
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机构:Cedars Sinai, Div Thorac Surg, Los Angeles, CA USA
Imai, Taryne
Bose, Shika
论文数: 0引用数: 0
h-index: 0
机构:
Cedars Sinai, Dept Pathol, Los Angeles, CA USACedars Sinai, Div Thorac Surg, Los Angeles, CA USA
Bose, Shika
[2
]
Kim, Sungjin
论文数: 0引用数: 0
h-index: 0
机构:
Samuel Oschin Comprehens Canc Inst, Cedars Sinai, Los Angeles, CA USACedars Sinai, Div Thorac Surg, Los Angeles, CA USA
Kim, Sungjin
[3
]
Mosenifar, Zab
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机构:
Dept Med, Cedars Sinai, Los Angeles, CA USACedars Sinai, Div Thorac Surg, Los Angeles, CA USA
Mosenifar, Zab
[4
]
Gupta, Nirdesh K.
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机构:
Cedars Sinai, St Diagnost 3, Los Angeles, CA USACedars Sinai, Div Thorac Surg, Los Angeles, CA USA
Gupta, Nirdesh K.
[5
]
Tajbakhsh, Jian
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h-index: 0
机构:
Samuel Oschin Comprehens Canc Inst, Cedars Sinai, Los Angeles, CA USA
Cedars Sinai, St Diagnost 3, Los Angeles, CA USACedars Sinai, Div Thorac Surg, Los Angeles, CA USA
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
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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.
机构:
German Canc Res Ctr, Mol Genet Breast Canc, Neuenheimer Feld 580, D-69120 Heidelberg, Germany
Fraunhofer Inst Interfacial Engn & Biotechnol IGB, Dept In Vitro Diagnost, Stuttgart, GermanyGerman Canc Res Ctr, Mol Genet Breast Canc, Neuenheimer Feld 580, D-69120 Heidelberg, Germany
Manoochehri, Mehdi
Borhani, Nasim
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机构:
German Canc Res Ctr, Mol Genet Breast Canc, Neuenheimer Feld 580, D-69120 Heidelberg, GermanyGerman Canc Res Ctr, Mol Genet Breast Canc, Neuenheimer Feld 580, D-69120 Heidelberg, Germany
Borhani, Nasim
Gerhaeuser, Clarissa
论文数: 0引用数: 0
h-index: 0
机构:
German Canc Res Ctr, Canc Epigen, Heidelberg, GermanyGerman Canc Res Ctr, Mol Genet Breast Canc, Neuenheimer Feld 580, D-69120 Heidelberg, Germany
Gerhaeuser, Clarissa
Assenov, Yassen
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h-index: 0
机构:
German Canc Res Ctr, Canc Epigen, Heidelberg, GermanyGerman Canc Res Ctr, Mol Genet Breast Canc, Neuenheimer Feld 580, D-69120 Heidelberg, Germany
Assenov, Yassen
Schoenung, Maximilian
论文数: 0引用数: 0
h-index: 0
机构:
German Canc Res Ctr, Sect Translat Canc Epigen, Translat Med Oncol, Heidelberg, Germany
Natl Ctr Tumor Dis NCT, Heidelberg, Germany
Heidelberg Univ, Fac Biosci, Heidelberg, GermanyGerman Canc Res Ctr, Mol Genet Breast Canc, Neuenheimer Feld 580, D-69120 Heidelberg, Germany
Schoenung, Maximilian
Hielscher, Thomas
论文数: 0引用数: 0
h-index: 0
机构:
German Canc Res Ctr, Biostat, Heidelberg, GermanyGerman Canc Res Ctr, Mol Genet Breast Canc, Neuenheimer Feld 580, D-69120 Heidelberg, Germany
Hielscher, Thomas
Christensen, Brock C.
论文数: 0引用数: 0
h-index: 0
机构:
Dartmouth Coll, Geisel Sch Med, Dept Epidemiol, 1 Med Ctr Dr, Lebanon, NH 03756 USAGerman Canc Res Ctr, Mol Genet Breast Canc, Neuenheimer Feld 580, D-69120 Heidelberg, Germany
Christensen, Brock C.
Lee, Min Kyung
论文数: 0引用数: 0
h-index: 0
机构:
Dartmouth Coll, Geisel Sch Med, Dept Epidemiol, 1 Med Ctr Dr, Lebanon, NH 03756 USAGerman Canc Res Ctr, Mol Genet Breast Canc, Neuenheimer Feld 580, D-69120 Heidelberg, Germany
Lee, Min Kyung
Grone, Hermann-Josef
论文数: 0引用数: 0
h-index: 0
机构:
Univ Marburg, Dept Pharmacol, Marburg, GermanyGerman Canc Res Ctr, Mol Genet Breast Canc, Neuenheimer Feld 580, D-69120 Heidelberg, Germany
Grone, Hermann-Josef
Lipka, Daniel B.
论文数: 0引用数: 0
h-index: 0
机构:
German Canc Res Ctr, Sect Translat Canc Epigen, Translat Med Oncol, Heidelberg, Germany
Natl Ctr Tumor Dis NCT, Heidelberg, GermanyGerman Canc Res Ctr, Mol Genet Breast Canc, Neuenheimer Feld 580, D-69120 Heidelberg, Germany
Lipka, Daniel B.
Bruening, Thomas
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h-index: 0
机构:
Ruhr Univ Bochum IPA, Inst Prevent & Occupat Med German Social Accid In, Bochum, GermanyGerman Canc Res Ctr, Mol Genet Breast Canc, Neuenheimer Feld 580, D-69120 Heidelberg, Germany
Bruening, Thomas
Brauch, Hiltrud
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h-index: 0
机构:
Dr Margarete Fischer Bosch Inst Clin Pharmacol, Stuttgart, Germany
Univ Tubingen, iFIT Cluster Excellence, Tubingen, Germany
German Canc Consortium DKTK, Tubingen, Germany
German Canc Res Ctr, Tubingen, GermanyGerman Canc Res Ctr, Mol Genet Breast Canc, Neuenheimer Feld 580, D-69120 Heidelberg, Germany