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Biomarkers in lung cancer screening: the importance of study design
- Source :
- Eur Respir J, Baldwin, D R, Callister, M E, Crosbie, P A, O'Dowd, E L, Rintoul, R C, Robbins, H A & Steele, R J C 2021, ' Biomarkers in lung cancer screening : the importance of study design ', The European respiratory journal, vol. 57, no. 1, 2004367 . https://doi.org/10.1183/13993003.04367-2020, The European Respiratory Journal, article-version (VoR) Version of Record
- Publication Year :
- 2021
-
Abstract
- Aim Lung cancer screening reduces mortality. We aim to validate the performance of Lung EpiCheck, a six-marker panel methylation-based plasma test, in the detection of lung cancer in European and Chinese samples. Methods A case–control European training set (n=102 lung cancer cases, n=265 controls) was used to define the panel and algorithm. Two cut-offs were selected, low cut-off (LCO) for high sensitivity and high cut-off (HCO) for high specificity. The performance was validated in case–control European and Chinese validation sets (cases/controls 179/137 and 30/15, respectively). Results The European and Chinese validation sets achieved AUCs of 0.882 and 0.899, respectively. The sensitivities/specificities with LCO were 87.2%/64.2% and 76.7%/93.3%, and with HCO they were 74.3%/90.5% and 56.7%/100.0%, respectively. Stage I nonsmall cell lung cancer (NSCLC) sensitivity in European and Chinese samples with LCO was 78.4% and 70.0% and with HCO was 62.2% and 30.0%, respectively. Small cell lung cancer (SCLC) was represented only in the European set and sensitivities with LCO and HCO were 100.0% and 93.3%, respectively. In multivariable analyses of the European validation set, the assay's ability to predict lung cancer was independent of established risk factors (age, smoking, COPD), and overall AUC was 0.942. Conclusions Lung EpiCheck demonstrated strong performance in lung cancer prediction in case–control European and Chinese samples, detecting high proportions of early-stage NSCLC and SCLC and significantly improving predictive accuracy when added to established risk factors. Prospective studies are required to confirm these findings. Utilising such a simple and inexpensive blood test has the potential to improve compliance and broaden access to screening for at-risk populations.<br />Lung EpiCheck, a simple blood test, detected 85% of early-stage lung cancers with specificity of 64% in high-risk population, reaching AUC of 0.942 when combined with risk factors. This could improve efficiency of implementing lung cancer screening. https://bit.ly/3jWhLOn
- Subjects :
- Pulmonary and Respiratory Medicine
Research design
Oncology
medicine.medical_specialty
China
Lung Neoplasms
Cost effectiveness
Lung Neoplasms/diagnosis
Population
MEDLINE
Methylation
Article
03 medical and health sciences
0302 clinical medicine
Internal medicine
Carcinoma, Non-Small-Cell Lung
Biomarkers, Tumor
Medicine
Humans
030212 general & internal medicine
Prospective Studies
Lung cancer
education
Lung
Early Detection of Cancer
education.field_of_study
business.industry
Lung Cancer
Original Articles
medicine.disease
respiratory tract diseases
Ct screening
030228 respiratory system
Research Design
business
Lung cancer screening
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Eur Respir J, Baldwin, D R, Callister, M E, Crosbie, P A, O'Dowd, E L, Rintoul, R C, Robbins, H A & Steele, R J C 2021, ' Biomarkers in lung cancer screening : the importance of study design ', The European respiratory journal, vol. 57, no. 1, 2004367 . https://doi.org/10.1183/13993003.04367-2020, The European Respiratory Journal, article-version (VoR) Version of Record
- Accession number :
- edsair.doi.dedup.....1ffb05a47432423bef6ca35cbe300d1d
- Full Text :
- https://doi.org/10.1183/13993003.04367-2020