Targeted Quantification of Protein Phosphorylation and Its Contributions towards Mathematical Modeling of Signaling Pathways
Post-translational modifications (PTMs) are key regulatory mechanisms that can control protein function. Of these, phosphorylation is the most common and widely studied. Because of its importance in regulating cell signaling, precise and accurate measurements of protein phosphorylation across wide d...
Main Authors: | , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2023-01-01
|
Series: | Molecules |
Subjects: | |
Online Access: | https://www.mdpi.com/1420-3049/28/3/1143 |
_version_ | 1797623759716220928 |
---|---|
author | Panshak P. Dakup Song Feng Tujin Shi Jon M. Jacobs H. Steven Wiley Wei-Jun Qian |
author_facet | Panshak P. Dakup Song Feng Tujin Shi Jon M. Jacobs H. Steven Wiley Wei-Jun Qian |
author_sort | Panshak P. Dakup |
collection | DOAJ |
description | Post-translational modifications (PTMs) are key regulatory mechanisms that can control protein function. Of these, phosphorylation is the most common and widely studied. Because of its importance in regulating cell signaling, precise and accurate measurements of protein phosphorylation across wide dynamic ranges are crucial to understanding how signaling pathways function. Although immunological assays are commonly used to detect phosphoproteins, their lack of sensitivity, specificity, and selectivity often make them unreliable for quantitative measurements of complex biological samples. Recent advances in Mass Spectrometry (MS)-based targeted proteomics have made it a more useful approach than immunoassays for studying the dynamics of protein phosphorylation. Selected reaction monitoring (SRM)—also known as multiple reaction monitoring (MRM)—and parallel reaction monitoring (PRM) can quantify relative and absolute abundances of protein phosphorylation in multiplexed fashions targeting specific pathways. In addition, the refinement of these tools by enrichment and fractionation strategies has improved measurement of phosphorylation of low-abundance proteins. The quantitative data generated are particularly useful for building and parameterizing mathematical models of complex phospho-signaling pathways. Potentially, these models can provide a framework for linking analytical measurements of clinical samples to better diagnosis and treatment of disease. |
first_indexed | 2024-03-11T09:33:19Z |
format | Article |
id | doaj.art-58e41c749f6d435dae984749549d0492 |
institution | Directory Open Access Journal |
issn | 1420-3049 |
language | English |
last_indexed | 2024-03-11T09:33:19Z |
publishDate | 2023-01-01 |
publisher | MDPI AG |
record_format | Article |
series | Molecules |
spelling | doaj.art-58e41c749f6d435dae984749549d04922023-11-16T17:28:15ZengMDPI AGMolecules1420-30492023-01-01283114310.3390/molecules28031143Targeted Quantification of Protein Phosphorylation and Its Contributions towards Mathematical Modeling of Signaling PathwaysPanshak P. Dakup0Song Feng1Tujin Shi2Jon M. Jacobs3H. Steven Wiley4Wei-Jun Qian5Biological Sciences Division and Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA 99352, USABiological Sciences Division and Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA 99352, USABiological Sciences Division and Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA 99352, USABiological Sciences Division and Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA 99352, USABiological Sciences Division and Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA 99352, USABiological Sciences Division and Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA 99352, USAPost-translational modifications (PTMs) are key regulatory mechanisms that can control protein function. Of these, phosphorylation is the most common and widely studied. Because of its importance in regulating cell signaling, precise and accurate measurements of protein phosphorylation across wide dynamic ranges are crucial to understanding how signaling pathways function. Although immunological assays are commonly used to detect phosphoproteins, their lack of sensitivity, specificity, and selectivity often make them unreliable for quantitative measurements of complex biological samples. Recent advances in Mass Spectrometry (MS)-based targeted proteomics have made it a more useful approach than immunoassays for studying the dynamics of protein phosphorylation. Selected reaction monitoring (SRM)—also known as multiple reaction monitoring (MRM)—and parallel reaction monitoring (PRM) can quantify relative and absolute abundances of protein phosphorylation in multiplexed fashions targeting specific pathways. In addition, the refinement of these tools by enrichment and fractionation strategies has improved measurement of phosphorylation of low-abundance proteins. The quantitative data generated are particularly useful for building and parameterizing mathematical models of complex phospho-signaling pathways. Potentially, these models can provide a framework for linking analytical measurements of clinical samples to better diagnosis and treatment of disease.https://www.mdpi.com/1420-3049/28/3/1143targeted phosphoproteomicsLC-SRMquantificationphosphorylationsignalingmathematical modeling |
spellingShingle | Panshak P. Dakup Song Feng Tujin Shi Jon M. Jacobs H. Steven Wiley Wei-Jun Qian Targeted Quantification of Protein Phosphorylation and Its Contributions towards Mathematical Modeling of Signaling Pathways Molecules targeted phosphoproteomics LC-SRM quantification phosphorylation signaling mathematical modeling |
title | Targeted Quantification of Protein Phosphorylation and Its Contributions towards Mathematical Modeling of Signaling Pathways |
title_full | Targeted Quantification of Protein Phosphorylation and Its Contributions towards Mathematical Modeling of Signaling Pathways |
title_fullStr | Targeted Quantification of Protein Phosphorylation and Its Contributions towards Mathematical Modeling of Signaling Pathways |
title_full_unstemmed | Targeted Quantification of Protein Phosphorylation and Its Contributions towards Mathematical Modeling of Signaling Pathways |
title_short | Targeted Quantification of Protein Phosphorylation and Its Contributions towards Mathematical Modeling of Signaling Pathways |
title_sort | targeted quantification of protein phosphorylation and its contributions towards mathematical modeling of signaling pathways |
topic | targeted phosphoproteomics LC-SRM quantification phosphorylation signaling mathematical modeling |
url | https://www.mdpi.com/1420-3049/28/3/1143 |
work_keys_str_mv | AT panshakpdakup targetedquantificationofproteinphosphorylationanditscontributionstowardsmathematicalmodelingofsignalingpathways AT songfeng targetedquantificationofproteinphosphorylationanditscontributionstowardsmathematicalmodelingofsignalingpathways AT tujinshi targetedquantificationofproteinphosphorylationanditscontributionstowardsmathematicalmodelingofsignalingpathways AT jonmjacobs targetedquantificationofproteinphosphorylationanditscontributionstowardsmathematicalmodelingofsignalingpathways AT hstevenwiley targetedquantificationofproteinphosphorylationanditscontributionstowardsmathematicalmodelingofsignalingpathways AT weijunqian targetedquantificationofproteinphosphorylationanditscontributionstowardsmathematicalmodelingofsignalingpathways |