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Mining the Biomarker Potential of the Urine Peptidome: From Amino Acids Properties to Proteases

Native biofluid peptides offer important information about diseases, holding promise as biomarkers. Particularly, the non-invasive nature of urine sampling, and its high peptide concentration, make urine peptidomics a useful strategy to study the pathogenesis of renal conditions. Moreover, the high...

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Autores principales: Trindade, Fábio, Barros, António S., Silva, Jéssica, Vlahou, Antonia, Falcão-Pires, Inês, Guedes, Sofia, Vitorino, Carla, Ferreira, Rita, Leite-Moreira, Adelino, Amado, Francisco, Vitorino, Rui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8197949/
https://www.ncbi.nlm.nih.gov/pubmed/34073067
http://dx.doi.org/10.3390/ijms22115940
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author Trindade, Fábio
Barros, António S.
Silva, Jéssica
Vlahou, Antonia
Falcão-Pires, Inês
Guedes, Sofia
Vitorino, Carla
Ferreira, Rita
Leite-Moreira, Adelino
Amado, Francisco
Vitorino, Rui
author_facet Trindade, Fábio
Barros, António S.
Silva, Jéssica
Vlahou, Antonia
Falcão-Pires, Inês
Guedes, Sofia
Vitorino, Carla
Ferreira, Rita
Leite-Moreira, Adelino
Amado, Francisco
Vitorino, Rui
author_sort Trindade, Fábio
collection PubMed
description Native biofluid peptides offer important information about diseases, holding promise as biomarkers. Particularly, the non-invasive nature of urine sampling, and its high peptide concentration, make urine peptidomics a useful strategy to study the pathogenesis of renal conditions. Moreover, the high number of detectable peptides as well as their specificity set the ground for the expansion of urine peptidomics to the identification of surrogate biomarkers for extra-renal diseases. Peptidomics further allows the prediction of proteases (degradomics), frequently dysregulated in disease, providing a complimentary source of information on disease pathogenesis and biomarkers. Then, what does urine peptidomics tell us so far? In this paper, we appraise the value of urine peptidomics in biomarker research through a comprehensive analysis of all datasets available to date. We have mined > 50 papers, addressing > 30 different conditions, comprising > 4700 unique peptides. Bioinformatic tools were used to reanalyze peptide profiles aiming at identifying disease fingerprints, to uncover hidden disease-specific peptides physicochemical properties and to predict the most active proteases associated with their generation. The molecular patterns found in this study may be further validated in the future as disease biomarker not only for kidney diseases but also for extra-renal conditions, as a step forward towards the implementation of a paradigm of predictive, preventive and personalized (3P) medicine.
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spelling pubmed-81979492021-06-14 Mining the Biomarker Potential of the Urine Peptidome: From Amino Acids Properties to Proteases Trindade, Fábio Barros, António S. Silva, Jéssica Vlahou, Antonia Falcão-Pires, Inês Guedes, Sofia Vitorino, Carla Ferreira, Rita Leite-Moreira, Adelino Amado, Francisco Vitorino, Rui Int J Mol Sci Review Native biofluid peptides offer important information about diseases, holding promise as biomarkers. Particularly, the non-invasive nature of urine sampling, and its high peptide concentration, make urine peptidomics a useful strategy to study the pathogenesis of renal conditions. Moreover, the high number of detectable peptides as well as their specificity set the ground for the expansion of urine peptidomics to the identification of surrogate biomarkers for extra-renal diseases. Peptidomics further allows the prediction of proteases (degradomics), frequently dysregulated in disease, providing a complimentary source of information on disease pathogenesis and biomarkers. Then, what does urine peptidomics tell us so far? In this paper, we appraise the value of urine peptidomics in biomarker research through a comprehensive analysis of all datasets available to date. We have mined > 50 papers, addressing > 30 different conditions, comprising > 4700 unique peptides. Bioinformatic tools were used to reanalyze peptide profiles aiming at identifying disease fingerprints, to uncover hidden disease-specific peptides physicochemical properties and to predict the most active proteases associated with their generation. The molecular patterns found in this study may be further validated in the future as disease biomarker not only for kidney diseases but also for extra-renal conditions, as a step forward towards the implementation of a paradigm of predictive, preventive and personalized (3P) medicine. MDPI 2021-05-31 /pmc/articles/PMC8197949/ /pubmed/34073067 http://dx.doi.org/10.3390/ijms22115940 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Trindade, Fábio
Barros, António S.
Silva, Jéssica
Vlahou, Antonia
Falcão-Pires, Inês
Guedes, Sofia
Vitorino, Carla
Ferreira, Rita
Leite-Moreira, Adelino
Amado, Francisco
Vitorino, Rui
Mining the Biomarker Potential of the Urine Peptidome: From Amino Acids Properties to Proteases
title Mining the Biomarker Potential of the Urine Peptidome: From Amino Acids Properties to Proteases
title_full Mining the Biomarker Potential of the Urine Peptidome: From Amino Acids Properties to Proteases
title_fullStr Mining the Biomarker Potential of the Urine Peptidome: From Amino Acids Properties to Proteases
title_full_unstemmed Mining the Biomarker Potential of the Urine Peptidome: From Amino Acids Properties to Proteases
title_short Mining the Biomarker Potential of the Urine Peptidome: From Amino Acids Properties to Proteases
title_sort mining the biomarker potential of the urine peptidome: from amino acids properties to proteases
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8197949/
https://www.ncbi.nlm.nih.gov/pubmed/34073067
http://dx.doi.org/10.3390/ijms22115940
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