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Validation of Lung EpiCheck, a novel methylation-based blood assay, for the detection of lung cancer in European and Chinese high-risk individuals
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...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
European Respiratory Society
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7806969/ https://www.ncbi.nlm.nih.gov/pubmed/33122336 http://dx.doi.org/10.1183/13993003.02682-2020 |
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author | Gaga, Mina Chorostowska-Wynimko, Joanna Horváth, Ildikó Tammemagi, Martin C. Shitrit, David Eisenberg, Vered H. Liang, Hao Stav, David Levy Faber, Dan Jansen, Maarten Raviv, Yael Panagoulias, Vasileios Rudzinski, Piotr Izbicki, Gabriel Ronen, Ohad Goldhaber, Adiv Moalem, Rawia Arber, Nadir Haas, Ilana Zhou, Qinghua |
author_facet | Gaga, Mina Chorostowska-Wynimko, Joanna Horváth, Ildikó Tammemagi, Martin C. Shitrit, David Eisenberg, Vered H. Liang, Hao Stav, David Levy Faber, Dan Jansen, Maarten Raviv, Yael Panagoulias, Vasileios Rudzinski, Piotr Izbicki, Gabriel Ronen, Ohad Goldhaber, Adiv Moalem, Rawia Arber, Nadir Haas, Ilana Zhou, Qinghua |
author_sort | Gaga, Mina |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-7806969 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | European Respiratory Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-78069692021-01-21 Validation of Lung EpiCheck, a novel methylation-based blood assay, for the detection of lung cancer in European and Chinese high-risk individuals Gaga, Mina Chorostowska-Wynimko, Joanna Horváth, Ildikó Tammemagi, Martin C. Shitrit, David Eisenberg, Vered H. Liang, Hao Stav, David Levy Faber, Dan Jansen, Maarten Raviv, Yael Panagoulias, Vasileios Rudzinski, Piotr Izbicki, Gabriel Ronen, Ohad Goldhaber, Adiv Moalem, Rawia Arber, Nadir Haas, Ilana Zhou, Qinghua Eur Respir J Original Articles 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. European Respiratory Society 2021-01-14 /pmc/articles/PMC7806969/ /pubmed/33122336 http://dx.doi.org/10.1183/13993003.02682-2020 Text en Copyright ©ERS 2021 http://creativecommons.org/licenses/by/4.0/This version is distributed under the terms of the Creative Commons Attribution Non-Commercial Licence 4.0. |
spellingShingle | Original Articles Gaga, Mina Chorostowska-Wynimko, Joanna Horváth, Ildikó Tammemagi, Martin C. Shitrit, David Eisenberg, Vered H. Liang, Hao Stav, David Levy Faber, Dan Jansen, Maarten Raviv, Yael Panagoulias, Vasileios Rudzinski, Piotr Izbicki, Gabriel Ronen, Ohad Goldhaber, Adiv Moalem, Rawia Arber, Nadir Haas, Ilana Zhou, Qinghua Validation of Lung EpiCheck, a novel methylation-based blood assay, for the detection of lung cancer in European and Chinese high-risk individuals |
title | Validation of Lung EpiCheck, a novel methylation-based blood assay, for the detection of lung cancer in European and Chinese high-risk individuals |
title_full | Validation of Lung EpiCheck, a novel methylation-based blood assay, for the detection of lung cancer in European and Chinese high-risk individuals |
title_fullStr | Validation of Lung EpiCheck, a novel methylation-based blood assay, for the detection of lung cancer in European and Chinese high-risk individuals |
title_full_unstemmed | Validation of Lung EpiCheck, a novel methylation-based blood assay, for the detection of lung cancer in European and Chinese high-risk individuals |
title_short | Validation of Lung EpiCheck, a novel methylation-based blood assay, for the detection of lung cancer in European and Chinese high-risk individuals |
title_sort | validation of lung epicheck, a novel methylation-based blood assay, for the detection of lung cancer in european and chinese high-risk individuals |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7806969/ https://www.ncbi.nlm.nih.gov/pubmed/33122336 http://dx.doi.org/10.1183/13993003.02682-2020 |
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