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Orthogonal proteomics methods warrant the development of Duchenne muscular dystrophy biomarkers
BACKGROUND: Molecular components in blood, such as proteins, are used as biomarkers to detect or predict disease states, guide clinical interventions and aid in the development of therapies. While multiplexing proteomics methods promote discovery of such biomarkers, their translation to clinical use...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10258980/ https://www.ncbi.nlm.nih.gov/pubmed/37308827 http://dx.doi.org/10.1186/s12014-023-09412-1 |
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author | Johansson, Camilla Hunt, Helian Signorelli, Mirko Edfors, Fredrik Hober, Andreas Svensson, Anne-Sophie Tegel, Hanna Forstström, Björn Aartsma-Rus, Annemieke Niks, Erik Spitali, Pietro Uhlén, Mathias Szigyarto, Cristina Al-Khalili |
author_facet | Johansson, Camilla Hunt, Helian Signorelli, Mirko Edfors, Fredrik Hober, Andreas Svensson, Anne-Sophie Tegel, Hanna Forstström, Björn Aartsma-Rus, Annemieke Niks, Erik Spitali, Pietro Uhlén, Mathias Szigyarto, Cristina Al-Khalili |
author_sort | Johansson, Camilla |
collection | PubMed |
description | BACKGROUND: Molecular components in blood, such as proteins, are used as biomarkers to detect or predict disease states, guide clinical interventions and aid in the development of therapies. While multiplexing proteomics methods promote discovery of such biomarkers, their translation to clinical use is difficult due to the lack of substantial evidence regarding their reliability as quantifiable indicators of disease state or outcome. To overcome this challenge, a novel orthogonal strategy was developed and used to assess the reliability of biomarkers and analytically corroborate already identified serum biomarkers for Duchenne muscular dystrophy (DMD). DMD is a monogenic incurable disease characterized by progressive muscle damage that currently lacks reliable and specific disease monitoring tools. METHODS: Two technological platforms are used to detect and quantify the biomarkers in 72 longitudinally collected serum samples from DMD patients at 3 to 5 timepoints. Quantification of the biomarkers is achieved by detection of the same biomarker fragment either through interaction with validated antibodies in immuno-assays or through quantification of peptides by Parallel Reaction Monitoring Mass Spectrometry assay (PRM-MS). RESULTS: Five, out of ten biomarkers previously identified by affinity-based proteomics methods, were confirmed to be associated with DMD using the mass spectrometry-based method. Two biomarkers, carbonic anhydrase III and lactate dehydrogenase B, were quantified with two independent methods, sandwich immunoassays and PRM-MS, with Pearson correlations of 0.92 and 0.946 respectively. The median concentrations of CA3 and LDHB in DMD patients was elevated in comparison to those in healthy individuals by 35- and 3-fold, respectively. Levels of CA3 vary between 10.26 and 0.36 ng/ml in DMD patients whereas those of LDHB vary between 15.1 and 0.8 ng/ml. CONCLUSIONS: These results demonstrate that orthogonal assays can be used to assess the analytical reliability of biomarker quantification assays, providing a means to facilitate the translation of biomarkers to clinical practice. This strategy also warrants the development of the most relevant biomarkers, markers that can be reliably quantified with different proteomics methods. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12014-023-09412-1. |
format | Online Article Text |
id | pubmed-10258980 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-102589802023-06-13 Orthogonal proteomics methods warrant the development of Duchenne muscular dystrophy biomarkers Johansson, Camilla Hunt, Helian Signorelli, Mirko Edfors, Fredrik Hober, Andreas Svensson, Anne-Sophie Tegel, Hanna Forstström, Björn Aartsma-Rus, Annemieke Niks, Erik Spitali, Pietro Uhlén, Mathias Szigyarto, Cristina Al-Khalili Clin Proteomics Research BACKGROUND: Molecular components in blood, such as proteins, are used as biomarkers to detect or predict disease states, guide clinical interventions and aid in the development of therapies. While multiplexing proteomics methods promote discovery of such biomarkers, their translation to clinical use is difficult due to the lack of substantial evidence regarding their reliability as quantifiable indicators of disease state or outcome. To overcome this challenge, a novel orthogonal strategy was developed and used to assess the reliability of biomarkers and analytically corroborate already identified serum biomarkers for Duchenne muscular dystrophy (DMD). DMD is a monogenic incurable disease characterized by progressive muscle damage that currently lacks reliable and specific disease monitoring tools. METHODS: Two technological platforms are used to detect and quantify the biomarkers in 72 longitudinally collected serum samples from DMD patients at 3 to 5 timepoints. Quantification of the biomarkers is achieved by detection of the same biomarker fragment either through interaction with validated antibodies in immuno-assays or through quantification of peptides by Parallel Reaction Monitoring Mass Spectrometry assay (PRM-MS). RESULTS: Five, out of ten biomarkers previously identified by affinity-based proteomics methods, were confirmed to be associated with DMD using the mass spectrometry-based method. Two biomarkers, carbonic anhydrase III and lactate dehydrogenase B, were quantified with two independent methods, sandwich immunoassays and PRM-MS, with Pearson correlations of 0.92 and 0.946 respectively. The median concentrations of CA3 and LDHB in DMD patients was elevated in comparison to those in healthy individuals by 35- and 3-fold, respectively. Levels of CA3 vary between 10.26 and 0.36 ng/ml in DMD patients whereas those of LDHB vary between 15.1 and 0.8 ng/ml. CONCLUSIONS: These results demonstrate that orthogonal assays can be used to assess the analytical reliability of biomarker quantification assays, providing a means to facilitate the translation of biomarkers to clinical practice. This strategy also warrants the development of the most relevant biomarkers, markers that can be reliably quantified with different proteomics methods. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12014-023-09412-1. BioMed Central 2023-06-12 /pmc/articles/PMC10258980/ /pubmed/37308827 http://dx.doi.org/10.1186/s12014-023-09412-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Johansson, Camilla Hunt, Helian Signorelli, Mirko Edfors, Fredrik Hober, Andreas Svensson, Anne-Sophie Tegel, Hanna Forstström, Björn Aartsma-Rus, Annemieke Niks, Erik Spitali, Pietro Uhlén, Mathias Szigyarto, Cristina Al-Khalili Orthogonal proteomics methods warrant the development of Duchenne muscular dystrophy biomarkers |
title | Orthogonal proteomics methods warrant the development of Duchenne muscular dystrophy biomarkers |
title_full | Orthogonal proteomics methods warrant the development of Duchenne muscular dystrophy biomarkers |
title_fullStr | Orthogonal proteomics methods warrant the development of Duchenne muscular dystrophy biomarkers |
title_full_unstemmed | Orthogonal proteomics methods warrant the development of Duchenne muscular dystrophy biomarkers |
title_short | Orthogonal proteomics methods warrant the development of Duchenne muscular dystrophy biomarkers |
title_sort | orthogonal proteomics methods warrant the development of duchenne muscular dystrophy biomarkers |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10258980/ https://www.ncbi.nlm.nih.gov/pubmed/37308827 http://dx.doi.org/10.1186/s12014-023-09412-1 |
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