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The diagnostic accuracy of circulating tumor DNA for the detection of EGFR-T790M mutation in NSCLC: a systematic review and meta-analysis
- Source :
- Scientific Reports, Vol 8, Iss 1, Pp 1-10 (2018), Scientific Reports
- Publication Year :
- 2018
- Publisher :
- Nature Publishing Group, 2018.
-
Abstract
- This pooled analysis aims at evaluating the diagnostic accuracy of circulating tumor (ct) DNA for the detection of EGFR-T790M mutation in NSCLC patients who progressed after EGFR-TKIs. Data from all published studies, reporting both sensitivity and specificity of plasma-based EGFR-T790M mutation testing by ctDNA were collected by searching in PubMed, Cochrane Library, American Society of Clinical Oncology, European Society of Medical Oncology and World Conference of Lung Cancer meeting proceedings. A total of twenty-one studies, with 1639 patients, were eligible. The pooled sensitivity of ctDNA analysis was 0.67 (95% CI: 0.64–0.70) and the pooled specificity was 0.80 (95% CI: 0.77–0.83). The pooled positive predictive value (PPV) was 0.85 (95% CI: 0.82–0.87) and the pooled negative predictive value (NPV) was 0.60 (95% CI: 0.56–0.63). The positive likelihood ratio (PLR) and negative likelihood ratio (NLR) were 2.67 (95% CI: 1.86–3.82) and 0.46 (95% CI: 0.38–0.54), respectively. The pooled diagnostic odds ratio (DOR) was 7.27 (4.39–12.05) and the area under the curve (AUC) of the summary receiver operating characteristics (sROC) curve was 0.77. The ctDNA analysis represents a promising, non-invasive approach to detect and monitor the T790M mutation status in NSCLC patients. Development of standardized methodologies and clinical validation are recommended.
- Subjects :
- 0301 basic medicine
Oncology
Male
medicine.medical_specialty
Lung Neoplasms
ctDNA, EGFR-T790M, NSCLC
Mutation, Missense
lcsh:Medicine
Cochrane Library
Likelihood ratios in diagnostic testing
Article
Circulating Tumor DNA
03 medical and health sciences
Amino Acid Substitution
ErbB Receptors
Female
Humans
Predictive Value of Tests
Carcinoma, Non-Small-Cell Lung
Neoplasm Proteins
0302 clinical medicine
Internal medicine
medicine
Lung cancer
Non-Small-Cell Lung
lcsh:Science
Multidisciplinary
Receiver operating characteristic
business.industry
Carcinoma
lcsh:R
Area under the curve
medicine.disease
Publisher Correction
030104 developmental biology
030220 oncology & carcinogenesis
Predictive value of tests
Meta-analysis
Mutation
Diagnostic odds ratio
lcsh:Q
Missense
business
Subjects
Details
- Language :
- English
- ISSN :
- 20452322
- Volume :
- 8
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Scientific Reports
- Accession number :
- edsair.doi.dedup.....07e79e7280ad0a57b63180be9cc37b67