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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doaj-962a0530b79948a58a10e68a674d62da2020-11-25T02:13:19ZengPublic Library of Science (PLoS)PLoS ONE1932-62032016-01-01113e015047610.1371/journal.pone.0150476Can Urine Metabolomics Be Helpful in Differentiating Neuropathic and Nociceptive Pain? A Proof-of-Concept Study.Gabriele FincoEmanuela LocciPaolo MuraRoberta MassaAntonio NotoMario MusuGiovanni LandoniErnesto d'AlojaFabio De-GiorgioPaola ScanoMaurizio EvangelistaThe 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.http://europepmc.org/articles/PMC4775074?pdf=render |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Gabriele Finco Emanuela Locci Paolo Mura Roberta Massa Antonio Noto Mario Musu Giovanni Landoni Ernesto d'Aloja Fabio De-Giorgio Paola Scano Maurizio Evangelista |
spellingShingle |
Gabriele Finco Emanuela Locci Paolo Mura Roberta Massa Antonio Noto Mario Musu Giovanni Landoni Ernesto d'Aloja Fabio De-Giorgio Paola Scano Maurizio Evangelista Can Urine Metabolomics Be Helpful in Differentiating Neuropathic and Nociceptive Pain? A Proof-of-Concept Study. PLoS ONE |
author_facet |
Gabriele Finco Emanuela Locci Paolo Mura Roberta Massa Antonio Noto Mario Musu Giovanni Landoni Ernesto d'Aloja Fabio De-Giorgio Paola Scano Maurizio Evangelista |
author_sort |
Gabriele Finco |
title |
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_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_sort |
can urine metabolomics be helpful in differentiating neuropathic and nociceptive pain? a proof-of-concept study. |
publisher |
Public Library of Science (PLoS) |
series |
PLoS ONE |
issn |
1932-6203 |
publishDate |
2016-01-01 |
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. |
url |
http://europepmc.org/articles/PMC4775074?pdf=render |
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