TY - JOUR
T1 - Can Urine Metabolomics Be Helpful in Differentiating Neuropathic and Nociceptive Pain? A Proof-of-Concept Study
AU - Finco, Gabriele
AU - Locci, Emanuela
AU - Mura, Paolo
AU - Massa, Roberta
AU - Noto, Antonio
AU - Musu, Mario
AU - Landoni, Giovanni
AU - D'Aloja, Ernesto
AU - De Giorgio, Fabio
AU - Scano, Paola
AU - Evangelista, Maurizio
PY - 2016
Y1 - 2016
N2 - 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.
AB - 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.
KW - Differentiating Neuropathic and Nociceptive Pain
KW - Proof-of-Concept Study
KW - Urine Metabolomics
KW - Differentiating Neuropathic and Nociceptive Pain
KW - Proof-of-Concept Study
KW - Urine Metabolomics
UR - http://hdl.handle.net/10807/73501
UR - http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0150476
UR - http://www.ncbi.nlm.nih.gov/pubmed/26934501
U2 - doi:10.1371/journal.pone.0150476
DO - doi:10.1371/journal.pone.0150476
M3 - Article
SN - 1932-6203
SP - 1
EP - 10
JO - PLoS One
JF - PLoS One
ER -