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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...

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Autores principales: Doseeva, Victoria, Colpitts, Tracey, Gao, Grace, Woodcock, Juliana, Knezevic, Vladimir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
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).
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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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