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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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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. |
format | Online Article Text |
id | pubmed-4775074 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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