Cargando…

Application of a High Throughput Method of Biomarker Discovery to Improvement of the EarlyCDT(®)-Lung Test

BACKGROUND: The National Lung Screening Trial showed that CT screening for lung cancer led to a 20% reduction in mortality. However, CT screening has a number of disadvantages including low specificity. A validated autoantibody assay is available commercially (EarlyCDT®-Lung) to aid in the early det...

Descripción completa

Detalles Bibliográficos
Autores principales: Macdonald, Isabel K., Murray, Andrea, Healey, Graham F., Parsy-Kowalska, Celine B., Allen, Jared, McElveen, Jane, Robertson, Chris, Sewell, Herbert F., Chapman, Caroline J., Robertson, John F. R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3521770/
https://www.ncbi.nlm.nih.gov/pubmed/23272083
http://dx.doi.org/10.1371/journal.pone.0051002
_version_ 1782252999679148032
author Macdonald, Isabel K.
Murray, Andrea
Healey, Graham F.
Parsy-Kowalska, Celine B.
Allen, Jared
McElveen, Jane
Robertson, Chris
Sewell, Herbert F.
Chapman, Caroline J.
Robertson, John F. R.
author_facet Macdonald, Isabel K.
Murray, Andrea
Healey, Graham F.
Parsy-Kowalska, Celine B.
Allen, Jared
McElveen, Jane
Robertson, Chris
Sewell, Herbert F.
Chapman, Caroline J.
Robertson, John F. R.
author_sort Macdonald, Isabel K.
collection PubMed
description BACKGROUND: The National Lung Screening Trial showed that CT screening for lung cancer led to a 20% reduction in mortality. However, CT screening has a number of disadvantages including low specificity. A validated autoantibody assay is available commercially (EarlyCDT®-Lung) to aid in the early detection of lung cancer and risk stratification in patients with pulmonary nodules detected by CT. Recent advances in high throughput (HTP) cloning and expression methods have been developed into a discovery pipeline to identify biomarkers that detect autoantibodies. The aim of this study was to demonstrate the successful clinical application of this strategy to add to the EarlyCDT-Lung panel in order to improve its sensitivity and specificity (and hence positive predictive value, (PPV)). METHODS AND FINDINGS: Serum from two matched independent cohorts of lung cancer patients were used (n = 100 and n = 165). Sixty nine proteins were initially screened on an abridged HTP version of the autoantibody ELISA using protein prepared on small scale by a HTP expression and purification screen. Promising leads were produced in shake flask culture and tested on the full assay. These results were analyzed in combination with those from the EarlyCDT-Lung panel in order to provide a set of re-optimized cut-offs. Five proteins that still displayed cancer/normal differentiation were tested for reproducibility and validation on a second batch of protein and a separate patient cohort. Addition of these proteins resulted in an improvement in the sensitivity and specificity of the test from 38% and 86% to 49% and 93% respectively (PPV improvement from 1 in 16 to 1 in 7). CONCLUSION: This is a practical example of the value of investing resources to develop a HTP technology. Such technology may lead to improvement in the clinical utility of the EarlyCDT­-Lung test, and so further aid the early detection of lung cancer.
format Online
Article
Text
id pubmed-3521770
institution National Center for Biotechnology Information
language English
publishDate 2012
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-35217702012-12-27 Application of a High Throughput Method of Biomarker Discovery to Improvement of the EarlyCDT(®)-Lung Test Macdonald, Isabel K. Murray, Andrea Healey, Graham F. Parsy-Kowalska, Celine B. Allen, Jared McElveen, Jane Robertson, Chris Sewell, Herbert F. Chapman, Caroline J. Robertson, John F. R. PLoS One Research Article BACKGROUND: The National Lung Screening Trial showed that CT screening for lung cancer led to a 20% reduction in mortality. However, CT screening has a number of disadvantages including low specificity. A validated autoantibody assay is available commercially (EarlyCDT®-Lung) to aid in the early detection of lung cancer and risk stratification in patients with pulmonary nodules detected by CT. Recent advances in high throughput (HTP) cloning and expression methods have been developed into a discovery pipeline to identify biomarkers that detect autoantibodies. The aim of this study was to demonstrate the successful clinical application of this strategy to add to the EarlyCDT-Lung panel in order to improve its sensitivity and specificity (and hence positive predictive value, (PPV)). METHODS AND FINDINGS: Serum from two matched independent cohorts of lung cancer patients were used (n = 100 and n = 165). Sixty nine proteins were initially screened on an abridged HTP version of the autoantibody ELISA using protein prepared on small scale by a HTP expression and purification screen. Promising leads were produced in shake flask culture and tested on the full assay. These results were analyzed in combination with those from the EarlyCDT-Lung panel in order to provide a set of re-optimized cut-offs. Five proteins that still displayed cancer/normal differentiation were tested for reproducibility and validation on a second batch of protein and a separate patient cohort. Addition of these proteins resulted in an improvement in the sensitivity and specificity of the test from 38% and 86% to 49% and 93% respectively (PPV improvement from 1 in 16 to 1 in 7). CONCLUSION: This is a practical example of the value of investing resources to develop a HTP technology. Such technology may lead to improvement in the clinical utility of the EarlyCDT­-Lung test, and so further aid the early detection of lung cancer. Public Library of Science 2012-12-13 /pmc/articles/PMC3521770/ /pubmed/23272083 http://dx.doi.org/10.1371/journal.pone.0051002 Text en © 2012 Macdonald et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Macdonald, Isabel K.
Murray, Andrea
Healey, Graham F.
Parsy-Kowalska, Celine B.
Allen, Jared
McElveen, Jane
Robertson, Chris
Sewell, Herbert F.
Chapman, Caroline J.
Robertson, John F. R.
Application of a High Throughput Method of Biomarker Discovery to Improvement of the EarlyCDT(®)-Lung Test
title Application of a High Throughput Method of Biomarker Discovery to Improvement of the EarlyCDT(®)-Lung Test
title_full Application of a High Throughput Method of Biomarker Discovery to Improvement of the EarlyCDT(®)-Lung Test
title_fullStr Application of a High Throughput Method of Biomarker Discovery to Improvement of the EarlyCDT(®)-Lung Test
title_full_unstemmed Application of a High Throughput Method of Biomarker Discovery to Improvement of the EarlyCDT(®)-Lung Test
title_short Application of a High Throughput Method of Biomarker Discovery to Improvement of the EarlyCDT(®)-Lung Test
title_sort application of a high throughput method of biomarker discovery to improvement of the earlycdt(®)-lung test
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3521770/
https://www.ncbi.nlm.nih.gov/pubmed/23272083
http://dx.doi.org/10.1371/journal.pone.0051002
work_keys_str_mv AT macdonaldisabelk applicationofahighthroughputmethodofbiomarkerdiscoverytoimprovementoftheearlycdtlungtest
AT murrayandrea applicationofahighthroughputmethodofbiomarkerdiscoverytoimprovementoftheearlycdtlungtest
AT healeygrahamf applicationofahighthroughputmethodofbiomarkerdiscoverytoimprovementoftheearlycdtlungtest
AT parsykowalskacelineb applicationofahighthroughputmethodofbiomarkerdiscoverytoimprovementoftheearlycdtlungtest
AT allenjared applicationofahighthroughputmethodofbiomarkerdiscoverytoimprovementoftheearlycdtlungtest
AT mcelveenjane applicationofahighthroughputmethodofbiomarkerdiscoverytoimprovementoftheearlycdtlungtest
AT robertsonchris applicationofahighthroughputmethodofbiomarkerdiscoverytoimprovementoftheearlycdtlungtest
AT sewellherbertf applicationofahighthroughputmethodofbiomarkerdiscoverytoimprovementoftheearlycdtlungtest
AT chapmancarolinej applicationofahighthroughputmethodofbiomarkerdiscoverytoimprovementoftheearlycdtlungtest
AT robertsonjohnfr applicationofahighthroughputmethodofbiomarkerdiscoverytoimprovementoftheearlycdtlungtest