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Performance of a multiplexed dual analyte immunoassay for the early detection of non-small cell lung cancer
OBJECTIVES: “PAULA’s” test (Protein Assays Utilizing Lung cancer Analytes) is a novel multiplex immunoassay blood test that incorporates both tumor antigens and autoantibodies to determine the risk that lung cancer (LC) is present in individuals from a high-risk population. The test’s performance ch...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4335536/ https://www.ncbi.nlm.nih.gov/pubmed/25880432 http://dx.doi.org/10.1186/s12967-015-0419-y |
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author | Doseeva, Victoria Colpitts, Tracey Gao, Grace Woodcock, Juliana Knezevic, Vladimir |
author_facet | Doseeva, Victoria Colpitts, Tracey Gao, Grace Woodcock, Juliana Knezevic, Vladimir |
author_sort | Doseeva, Victoria |
collection | PubMed |
description | OBJECTIVES: “PAULA’s” test (Protein Assays Utilizing Lung cancer Analytes) is a novel multiplex immunoassay blood test that incorporates both tumor antigens and autoantibodies to determine the risk that lung cancer (LC) is present in individuals from a high-risk population. The test’s performance characteristics were evaluated in a study using 380 retrospective clinical serum samples. METHODS: PAULA’s test is performed on the Luminex xMAP technology platform, and detects a panel of 3 tumor antigens (CEA, CA-125, and CYFRA 21–1) and 1 autoantibody marker (NY-ESO-1). A training set (n = 230) consisting of 115 confirmed diagnoses of non-small cell lung carcinoma (NSCLC) cases and 115 age- and smoking history-matched controls was used to develop the LC predictive model. Data from an independent matched validation set (n = 150) was then used to evaluate the model developed, and determine the ability of the test to distinguish NSCLC cases from controls. RESULTS: The 4-biomarker panel was able to discriminate NSCLC cases from controls with 74% sensitivity, 80% specificity, and 0.81 AUC in the training set and with 77% sensitivity, 80% specificity, and 0.85 AUC in the independent validation set. The use of NY-ESO-1 autoantibodies substantially increased the overall sensitivity of NSCLC detection as compared to the 3 tumor markers alone. Overall, the multiplexed 4-biomarker panel assay demonstrated comparable performance to a previously employed 8-biomarker non-multiplexed assay. CONCLUSIONS: These studies confirm the value of using a mixed panel of tumor antigens and autoantibodies in the early detection of NSCLC in high-risk individuals. The results demonstrate that the performance of PAULA’s test makes it suitable for use as an aid to determine which high-risk patients need to be directed to appropriate noninvasive diagnostic follow-up testing, especially low-dose CT (LDCT). |
format | Online Article Text |
id | pubmed-4335536 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-43355362015-02-21 Performance of a multiplexed dual analyte immunoassay for the early detection of non-small cell lung cancer Doseeva, Victoria Colpitts, Tracey Gao, Grace Woodcock, Juliana Knezevic, Vladimir J Transl Med Research OBJECTIVES: “PAULA’s” test (Protein Assays Utilizing Lung cancer Analytes) is a novel multiplex immunoassay blood test that incorporates both tumor antigens and autoantibodies to determine the risk that lung cancer (LC) is present in individuals from a high-risk population. The test’s performance characteristics were evaluated in a study using 380 retrospective clinical serum samples. METHODS: PAULA’s test is performed on the Luminex xMAP technology platform, and detects a panel of 3 tumor antigens (CEA, CA-125, and CYFRA 21–1) and 1 autoantibody marker (NY-ESO-1). A training set (n = 230) consisting of 115 confirmed diagnoses of non-small cell lung carcinoma (NSCLC) cases and 115 age- and smoking history-matched controls was used to develop the LC predictive model. Data from an independent matched validation set (n = 150) was then used to evaluate the model developed, and determine the ability of the test to distinguish NSCLC cases from controls. RESULTS: The 4-biomarker panel was able to discriminate NSCLC cases from controls with 74% sensitivity, 80% specificity, and 0.81 AUC in the training set and with 77% sensitivity, 80% specificity, and 0.85 AUC in the independent validation set. The use of NY-ESO-1 autoantibodies substantially increased the overall sensitivity of NSCLC detection as compared to the 3 tumor markers alone. Overall, the multiplexed 4-biomarker panel assay demonstrated comparable performance to a previously employed 8-biomarker non-multiplexed assay. CONCLUSIONS: These studies confirm the value of using a mixed panel of tumor antigens and autoantibodies in the early detection of NSCLC in high-risk individuals. The results demonstrate that the performance of PAULA’s test makes it suitable for use as an aid to determine which high-risk patients need to be directed to appropriate noninvasive diagnostic follow-up testing, especially low-dose CT (LDCT). BioMed Central 2015-02-12 /pmc/articles/PMC4335536/ /pubmed/25880432 http://dx.doi.org/10.1186/s12967-015-0419-y Text en © Doseeva et al.; licensee BioMed Central. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Doseeva, Victoria Colpitts, Tracey Gao, Grace Woodcock, Juliana Knezevic, Vladimir Performance of a multiplexed dual analyte immunoassay for the early detection of non-small cell lung cancer |
title | Performance of a multiplexed dual analyte immunoassay for the early detection of non-small cell lung cancer |
title_full | Performance of a multiplexed dual analyte immunoassay for the early detection of non-small cell lung cancer |
title_fullStr | Performance of a multiplexed dual analyte immunoassay for the early detection of non-small cell lung cancer |
title_full_unstemmed | Performance of a multiplexed dual analyte immunoassay for the early detection of non-small cell lung cancer |
title_short | Performance of a multiplexed dual analyte immunoassay for the early detection of non-small cell lung cancer |
title_sort | performance of a multiplexed dual analyte immunoassay for the early detection of non-small cell lung cancer |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4335536/ https://www.ncbi.nlm.nih.gov/pubmed/25880432 http://dx.doi.org/10.1186/s12967-015-0419-y |
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