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Novel alternative splicing isoform biomarkers identification from high-throughput plasma proteomics profiling of breast cancer

BACKGROUND: In the biopharmaceutical industry, biomarkers define molecular taxonomies of patients and diseases and serve as surrogate endpoints in early-phase drug trials. Molecular biomarkers can be much more sensitive than traditional lab tests. Discriminating disease biomarkers by traditional met...

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Autores principales: Zhang, Fan, Wang, Mu, Michael, Tran, Drabier, Renee
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4028860/
https://www.ncbi.nlm.nih.gov/pubmed/24565027
http://dx.doi.org/10.1186/1752-0509-7-S5-S8
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author Zhang, Fan
Wang, Mu
Michael, Tran
Drabier, Renee
author_facet Zhang, Fan
Wang, Mu
Michael, Tran
Drabier, Renee
author_sort Zhang, Fan
collection PubMed
description BACKGROUND: In the biopharmaceutical industry, biomarkers define molecular taxonomies of patients and diseases and serve as surrogate endpoints in early-phase drug trials. Molecular biomarkers can be much more sensitive than traditional lab tests. Discriminating disease biomarkers by traditional method such as DNA microarray has proved challenging. Alternative splicing isoform represents a new class of diagnostic biomarkers. Recent scientific evidence is demonstrating that the differentiation and quantification of individual alternative splicing isoforms could improve insights into disease diagnosis and management. Identifying and characterizing alternative splicing isoforms are essential to the study of molecular mechanisms and early detection of complex diseases such as breast cancer. However, there are limitations with traditional methods used for alternative splicing isoform determination such as transcriptome-level, low level of coverage and poor focus on alternative splicing. RESULTS: Therefore, we presented a peptidomics approach to searching novel alternative splicing isoforms in clinical proteomics. Our results showed that the approach has significant potential in enabling discovery of new types of high-quality alternative splicing isoform biomarkers. CONCLUSIONS: We developed a peptidomics approach for the proteomics community to analyze, identify, and characterize alternative splicing isoforms from MS-based proteomics experiments with more coverage and exclusive focus on alternative splicing. The approach can help generate novel hypotheses on molecular risk factors and molecular mechanisms of cancer in early stage, leading to identification of potentially highly specific alternative splicing isoform biomarkers for early detection of cancer.
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spelling pubmed-40288602014-06-19 Novel alternative splicing isoform biomarkers identification from high-throughput plasma proteomics profiling of breast cancer Zhang, Fan Wang, Mu Michael, Tran Drabier, Renee BMC Syst Biol Research BACKGROUND: In the biopharmaceutical industry, biomarkers define molecular taxonomies of patients and diseases and serve as surrogate endpoints in early-phase drug trials. Molecular biomarkers can be much more sensitive than traditional lab tests. Discriminating disease biomarkers by traditional method such as DNA microarray has proved challenging. Alternative splicing isoform represents a new class of diagnostic biomarkers. Recent scientific evidence is demonstrating that the differentiation and quantification of individual alternative splicing isoforms could improve insights into disease diagnosis and management. Identifying and characterizing alternative splicing isoforms are essential to the study of molecular mechanisms and early detection of complex diseases such as breast cancer. However, there are limitations with traditional methods used for alternative splicing isoform determination such as transcriptome-level, low level of coverage and poor focus on alternative splicing. RESULTS: Therefore, we presented a peptidomics approach to searching novel alternative splicing isoforms in clinical proteomics. Our results showed that the approach has significant potential in enabling discovery of new types of high-quality alternative splicing isoform biomarkers. CONCLUSIONS: We developed a peptidomics approach for the proteomics community to analyze, identify, and characterize alternative splicing isoforms from MS-based proteomics experiments with more coverage and exclusive focus on alternative splicing. The approach can help generate novel hypotheses on molecular risk factors and molecular mechanisms of cancer in early stage, leading to identification of potentially highly specific alternative splicing isoform biomarkers for early detection of cancer. BioMed Central 2013-12-09 /pmc/articles/PMC4028860/ /pubmed/24565027 http://dx.doi.org/10.1186/1752-0509-7-S5-S8 Text en Copyright © 2013 Zhang et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. 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
Zhang, Fan
Wang, Mu
Michael, Tran
Drabier, Renee
Novel alternative splicing isoform biomarkers identification from high-throughput plasma proteomics profiling of breast cancer
title Novel alternative splicing isoform biomarkers identification from high-throughput plasma proteomics profiling of breast cancer
title_full Novel alternative splicing isoform biomarkers identification from high-throughput plasma proteomics profiling of breast cancer
title_fullStr Novel alternative splicing isoform biomarkers identification from high-throughput plasma proteomics profiling of breast cancer
title_full_unstemmed Novel alternative splicing isoform biomarkers identification from high-throughput plasma proteomics profiling of breast cancer
title_short Novel alternative splicing isoform biomarkers identification from high-throughput plasma proteomics profiling of breast cancer
title_sort novel alternative splicing isoform biomarkers identification from high-throughput plasma proteomics profiling of breast cancer
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4028860/
https://www.ncbi.nlm.nih.gov/pubmed/24565027
http://dx.doi.org/10.1186/1752-0509-7-S5-S8
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