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Can Urine Metabolomics Be Helpful in Differentiating Neuropathic and Nociceptive Pain? A Proof-of-Concept Study

The diagnosis of pain nature is a troublesome task and a wrong attribution often leads to an increase of costs and to avoidable pharmaceutical adverse reactions. An objective and specific approach to achieve this diagnosis is highly desirable. The aim of this work was to investigate urine samples co...

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Autores principales: Finco, Gabriele, Locci, Emanuela, Mura, Paolo, Massa, Roberta, Noto, Antonio, Musu, Mario, Landoni, Giovanni, d’Aloja, Ernesto, De-Giorgio, Fabio, Scano, Paola, Evangelista, Maurizio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4775074/
https://www.ncbi.nlm.nih.gov/pubmed/26934501
http://dx.doi.org/10.1371/journal.pone.0150476
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author Finco, Gabriele
Locci, Emanuela
Mura, Paolo
Massa, Roberta
Noto, Antonio
Musu, Mario
Landoni, Giovanni
d’Aloja, Ernesto
De-Giorgio, Fabio
Scano, Paola
Evangelista, Maurizio
author_facet Finco, Gabriele
Locci, Emanuela
Mura, Paolo
Massa, Roberta
Noto, Antonio
Musu, Mario
Landoni, Giovanni
d’Aloja, Ernesto
De-Giorgio, Fabio
Scano, Paola
Evangelista, Maurizio
author_sort Finco, Gabriele
collection PubMed
description The diagnosis of pain nature is a troublesome task and a wrong attribution often leads to an increase of costs and to avoidable pharmaceutical adverse reactions. An objective and specific approach to achieve this diagnosis is highly desirable. The aim of this work was to investigate urine samples collected from patients suffering from pain of different nature by a metabolomics approach based on (1)H NMR spectroscopy and multivariate statistical analysis. We performed a prospective study on 74 subjects: 37 suffering from pain (12 with nociceptive and 25 with neuropathic pain), and 37 controls not suffering from any kind of chronic pain. The application of discriminant analysis on the urine spectral profiles allowed us to classify these two types of pain with high sensibility and specificity. Although the classification relies on the global urine metabolic profile, the individual contribution in discriminating neuropathic pain patients of metabolites such as choline and phosphocholine, taurine and alanine, suggests potential lesions to the nervous system. To the best of our knowledge, this is the first time that a urine metabolomics profile is used to classify these two kinds of pain. This methodology, although based on a limited sample, may constitute the basis for a new helpful tool in the clinical diagnosis.
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spelling pubmed-47750742016-03-10 Can Urine Metabolomics Be Helpful in Differentiating Neuropathic and Nociceptive Pain? A Proof-of-Concept Study Finco, Gabriele Locci, Emanuela Mura, Paolo Massa, Roberta Noto, Antonio Musu, Mario Landoni, Giovanni d’Aloja, Ernesto De-Giorgio, Fabio Scano, Paola Evangelista, Maurizio PLoS One Research Article The diagnosis of pain nature is a troublesome task and a wrong attribution often leads to an increase of costs and to avoidable pharmaceutical adverse reactions. An objective and specific approach to achieve this diagnosis is highly desirable. The aim of this work was to investigate urine samples collected from patients suffering from pain of different nature by a metabolomics approach based on (1)H NMR spectroscopy and multivariate statistical analysis. We performed a prospective study on 74 subjects: 37 suffering from pain (12 with nociceptive and 25 with neuropathic pain), and 37 controls not suffering from any kind of chronic pain. The application of discriminant analysis on the urine spectral profiles allowed us to classify these two types of pain with high sensibility and specificity. Although the classification relies on the global urine metabolic profile, the individual contribution in discriminating neuropathic pain patients of metabolites such as choline and phosphocholine, taurine and alanine, suggests potential lesions to the nervous system. To the best of our knowledge, this is the first time that a urine metabolomics profile is used to classify these two kinds of pain. This methodology, although based on a limited sample, may constitute the basis for a new helpful tool in the clinical diagnosis. Public Library of Science 2016-03-02 /pmc/articles/PMC4775074/ /pubmed/26934501 http://dx.doi.org/10.1371/journal.pone.0150476 Text en © 2016 Finco 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Finco, Gabriele
Locci, Emanuela
Mura, Paolo
Massa, Roberta
Noto, Antonio
Musu, Mario
Landoni, Giovanni
d’Aloja, Ernesto
De-Giorgio, Fabio
Scano, Paola
Evangelista, Maurizio
Can Urine Metabolomics Be Helpful in Differentiating Neuropathic and Nociceptive Pain? A Proof-of-Concept Study
title Can Urine Metabolomics Be Helpful in Differentiating Neuropathic and Nociceptive Pain? A Proof-of-Concept Study
title_full Can Urine Metabolomics Be Helpful in Differentiating Neuropathic and Nociceptive Pain? A Proof-of-Concept Study
title_fullStr Can Urine Metabolomics Be Helpful in Differentiating Neuropathic and Nociceptive Pain? A Proof-of-Concept Study
title_full_unstemmed Can Urine Metabolomics Be Helpful in Differentiating Neuropathic and Nociceptive Pain? A Proof-of-Concept Study
title_short Can Urine Metabolomics Be Helpful in Differentiating Neuropathic and Nociceptive Pain? A Proof-of-Concept Study
title_sort can urine metabolomics be helpful in differentiating neuropathic and nociceptive pain? a proof-of-concept study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4775074/
https://www.ncbi.nlm.nih.gov/pubmed/26934501
http://dx.doi.org/10.1371/journal.pone.0150476
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