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Development of a non-invasive exhaled breath test for the diagnosis of head and neck cancer
- Source :
- British Journal of Cancer
- Publication Year :
- 2020
- Publisher :
- Springer Science and Business Media LLC, 2020.
-
Abstract
- Background Improving the ability to identify early-stage head and neck squamous cell carcinoma (HNSCC) can improve treatment outcomes and patient morbidity. We sought to determine the diagnostic accuracy of breath analysis as a non-invasive test for detecting HNSCC. Methods Standardised breath samples were collected from 181 patients suspected of HNSCC prior to any treatment. A selected ion flow-tube mass spectrometer was used to analyse breath for volatile organic compounds. Diagnosis was confirmed by histopathology. A binomial logistic regression model was used to differentiate breath profiles between cancer and control (benign disease) patients based on mass spectrometry derived variables. Results In all, 66% of participants had early-stage primary tumours (T1 and T2) and 58% had regional node metastasis. The optimised logistic regression model using three variables had a sensitivity and specificity of 80% and 86%, respectively, with an AUC for ROC curve of 0.821 (95%CI 0.625–1.0) in the testing cohort. Conclusions Breath analysis for non-invasive diagnosis of HNSCC appears to be practical and accurate. Future studies should be conducted in a primary care setting to determine the applicability of breath analysis for early identification of HNSCC.
- Subjects :
- Adult
Male
Cancer Research
medicine.medical_specialty
Binomial regression
Logistic regression
Sensitivity and Specificity
Mass Spectrometry
Article
03 medical and health sciences
Sex Factors
0302 clinical medicine
medicine
Humans
Head and neck cancer
Early Detection of Cancer
Aged
Neoplasm Staging
Aged, 80 and over
Breath test
Volatile Organic Compounds
medicine.diagnostic_test
Squamous Cell Carcinoma of Head and Neck
business.industry
Cancer
Diagnostic markers
Middle Aged
Translational research
medicine.disease
Head and neck squamous-cell carcinoma
Logistic Models
Breath Tests
ROC Curve
Oncology
Breath gas analysis
Exhalation
Head and Neck Neoplasms
Area Under Curve
Lymphatic Metastasis
030220 oncology & carcinogenesis
Cohort
Female
Radiology
business
Subjects
Details
- ISSN :
- 15321827 and 00070920
- Volume :
- 123
- Database :
- OpenAIRE
- Journal :
- British Journal of Cancer
- Accession number :
- edsair.doi.dedup.....e8922b2d33a3ce88b71f09289d0d2cd6
- Full Text :
- https://doi.org/10.1038/s41416-020-01051-9