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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Main Authors: Gabriele Finco, Emanuela Locci, Paolo Mura, Roberta Massa, Antonio Noto, Mario Musu, Giovanni Landoni, Ernesto d'Aloja, Fabio De-Giorgio, Paola Scano, Maurizio Evangelista
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2016-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4775074?pdf=render
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spelling 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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