Cargando…
Development and validation of a Luminex assay for detection of a predictive biomarker for PROSTVAC-VF therapy
Cancer therapies can provide substantially improved survival in some patients while other seemingly similar patients receive little or no benefit. Strategies to identify patients likely to respond well to a given therapy could significantly improve health care outcomes by maximizing clinical benefit...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5542629/ https://www.ncbi.nlm.nih.gov/pubmed/28771597 http://dx.doi.org/10.1371/journal.pone.0182739 |
_version_ | 1783255028147945472 |
---|---|
author | Lucas, Julie L. Tacheny, Erin A. Ferris, Allison Galusha, Michelle Srivastava, Apurva K. Ganguly, Aniruddha Williams, P. Mickey Sachs, Michael C. Thurin, Magdalena Tricoli, James V. Ricker, Winnie Gildersleeve, Jeffrey C. |
author_facet | Lucas, Julie L. Tacheny, Erin A. Ferris, Allison Galusha, Michelle Srivastava, Apurva K. Ganguly, Aniruddha Williams, P. Mickey Sachs, Michael C. Thurin, Magdalena Tricoli, James V. Ricker, Winnie Gildersleeve, Jeffrey C. |
author_sort | Lucas, Julie L. |
collection | PubMed |
description | Cancer therapies can provide substantially improved survival in some patients while other seemingly similar patients receive little or no benefit. Strategies to identify patients likely to respond well to a given therapy could significantly improve health care outcomes by maximizing clinical benefits while reducing toxicities and adverse effects. Using a glycan microarray assay, we recently reported that pretreatment serum levels of IgM specific to blood group A trisaccharide (BG-A(tri)) correlate positively with overall survival of cancer patients on PROSTVAC-VF therapy. The results suggested anti-BG-A(tri) IgM measured prior to treatment could serve as a biomarker for identifying patients likely to benefit from PROSTVAC-VF. For continued development and clinical application of serum IgM specific to BG-A(tri) as a predictive biomarker, a clinical assay was needed. In this study, we developed and validated a Luminex-based clinical assay for measuring serum IgM specific to BG-A(tri). IgM levels were measured with the Luminex assay and compared to levels measured using the microarray for 126 healthy individuals and 77 prostate cancer patients. This assay provided reproducible and consistent results with low %CVs, and tolerance ranges were established for the assay. IgM levels measured using the Luminex assay were found to be highly correlated to the microarray results with R values of 0.93–0.95. This assay is a Laboratory Developed Test (LDT) and is suitable for evaluating thousands of serum samples in CLIA certified laboratories that have validated the assay. In addition, the study demonstrates that discoveries made using neoglycoprotein-based microarrays can be readily migrated to a clinical assay. |
format | Online Article Text |
id | pubmed-5542629 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-55426292017-08-12 Development and validation of a Luminex assay for detection of a predictive biomarker for PROSTVAC-VF therapy Lucas, Julie L. Tacheny, Erin A. Ferris, Allison Galusha, Michelle Srivastava, Apurva K. Ganguly, Aniruddha Williams, P. Mickey Sachs, Michael C. Thurin, Magdalena Tricoli, James V. Ricker, Winnie Gildersleeve, Jeffrey C. PLoS One Research Article Cancer therapies can provide substantially improved survival in some patients while other seemingly similar patients receive little or no benefit. Strategies to identify patients likely to respond well to a given therapy could significantly improve health care outcomes by maximizing clinical benefits while reducing toxicities and adverse effects. Using a glycan microarray assay, we recently reported that pretreatment serum levels of IgM specific to blood group A trisaccharide (BG-A(tri)) correlate positively with overall survival of cancer patients on PROSTVAC-VF therapy. The results suggested anti-BG-A(tri) IgM measured prior to treatment could serve as a biomarker for identifying patients likely to benefit from PROSTVAC-VF. For continued development and clinical application of serum IgM specific to BG-A(tri) as a predictive biomarker, a clinical assay was needed. In this study, we developed and validated a Luminex-based clinical assay for measuring serum IgM specific to BG-A(tri). IgM levels were measured with the Luminex assay and compared to levels measured using the microarray for 126 healthy individuals and 77 prostate cancer patients. This assay provided reproducible and consistent results with low %CVs, and tolerance ranges were established for the assay. IgM levels measured using the Luminex assay were found to be highly correlated to the microarray results with R values of 0.93–0.95. This assay is a Laboratory Developed Test (LDT) and is suitable for evaluating thousands of serum samples in CLIA certified laboratories that have validated the assay. In addition, the study demonstrates that discoveries made using neoglycoprotein-based microarrays can be readily migrated to a clinical assay. Public Library of Science 2017-08-03 /pmc/articles/PMC5542629/ /pubmed/28771597 http://dx.doi.org/10.1371/journal.pone.0182739 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication. |
spellingShingle | Research Article Lucas, Julie L. Tacheny, Erin A. Ferris, Allison Galusha, Michelle Srivastava, Apurva K. Ganguly, Aniruddha Williams, P. Mickey Sachs, Michael C. Thurin, Magdalena Tricoli, James V. Ricker, Winnie Gildersleeve, Jeffrey C. Development and validation of a Luminex assay for detection of a predictive biomarker for PROSTVAC-VF therapy |
title | Development and validation of a Luminex assay for detection of a predictive biomarker for PROSTVAC-VF therapy |
title_full | Development and validation of a Luminex assay for detection of a predictive biomarker for PROSTVAC-VF therapy |
title_fullStr | Development and validation of a Luminex assay for detection of a predictive biomarker for PROSTVAC-VF therapy |
title_full_unstemmed | Development and validation of a Luminex assay for detection of a predictive biomarker for PROSTVAC-VF therapy |
title_short | Development and validation of a Luminex assay for detection of a predictive biomarker for PROSTVAC-VF therapy |
title_sort | development and validation of a luminex assay for detection of a predictive biomarker for prostvac-vf therapy |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5542629/ https://www.ncbi.nlm.nih.gov/pubmed/28771597 http://dx.doi.org/10.1371/journal.pone.0182739 |
work_keys_str_mv | AT lucasjuliel developmentandvalidationofaluminexassayfordetectionofapredictivebiomarkerforprostvacvftherapy AT tachenyerina developmentandvalidationofaluminexassayfordetectionofapredictivebiomarkerforprostvacvftherapy AT ferrisallison developmentandvalidationofaluminexassayfordetectionofapredictivebiomarkerforprostvacvftherapy AT galushamichelle developmentandvalidationofaluminexassayfordetectionofapredictivebiomarkerforprostvacvftherapy AT srivastavaapurvak developmentandvalidationofaluminexassayfordetectionofapredictivebiomarkerforprostvacvftherapy AT gangulyaniruddha developmentandvalidationofaluminexassayfordetectionofapredictivebiomarkerforprostvacvftherapy AT williamspmickey developmentandvalidationofaluminexassayfordetectionofapredictivebiomarkerforprostvacvftherapy AT sachsmichaelc developmentandvalidationofaluminexassayfordetectionofapredictivebiomarkerforprostvacvftherapy AT thurinmagdalena developmentandvalidationofaluminexassayfordetectionofapredictivebiomarkerforprostvacvftherapy AT tricolijamesv developmentandvalidationofaluminexassayfordetectionofapredictivebiomarkerforprostvacvftherapy AT rickerwinnie developmentandvalidationofaluminexassayfordetectionofapredictivebiomarkerforprostvacvftherapy AT gildersleevejeffreyc developmentandvalidationofaluminexassayfordetectionofapredictivebiomarkerforprostvacvftherapy |