Cargando…

A plasma metabolomic signature of Leber hereditary optic neuropathy showing taurine and nicotinamide deficiencies

Leber’s hereditary optic neuropathy (LHON) is the most common disorder due to mitochondrial DNA mutations and complex I deficiency. It is characterized by an acute vision loss, generally in young adults, with a higher penetrance in males. How complex I dysfunction induces the peculiar LHON clinical...

Descripción completa

Detalles Bibliográficos
Autores principales: Bocca, Cinzia, Le Paih, Victor, Chao de la Barca, Juan Manuel, Kouassy Nzoughet, Judith, Amati-Bonneau, Patrizia, Blanchet, Odile, Védie, Benoit, Géromin, Daniela, Simard, Gilles, Procaccio, Vincent, Bonneau, Dominique, Lenaers, Guy, Orssaud, Christophe, Reynier, Pascal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8033144/
https://www.ncbi.nlm.nih.gov/pubmed/33437983
http://dx.doi.org/10.1093/hmg/ddab013
_version_ 1783676351226576896
author Bocca, Cinzia
Le Paih, Victor
Chao de la Barca, Juan Manuel
Kouassy Nzoughet, Judith
Amati-Bonneau, Patrizia
Blanchet, Odile
Védie, Benoit
Géromin, Daniela
Simard, Gilles
Procaccio, Vincent
Bonneau, Dominique
Lenaers, Guy
Orssaud, Christophe
Reynier, Pascal
author_facet Bocca, Cinzia
Le Paih, Victor
Chao de la Barca, Juan Manuel
Kouassy Nzoughet, Judith
Amati-Bonneau, Patrizia
Blanchet, Odile
Védie, Benoit
Géromin, Daniela
Simard, Gilles
Procaccio, Vincent
Bonneau, Dominique
Lenaers, Guy
Orssaud, Christophe
Reynier, Pascal
author_sort Bocca, Cinzia
collection PubMed
description Leber’s hereditary optic neuropathy (LHON) is the most common disorder due to mitochondrial DNA mutations and complex I deficiency. It is characterized by an acute vision loss, generally in young adults, with a higher penetrance in males. How complex I dysfunction induces the peculiar LHON clinical presentation remains an unanswered question. To gain an insight into this question, we carried out a non-targeted metabolomic investigation using the plasma of 18 LHON patients, during the chronic phase of the disease, comparing them to 18 healthy controls. A total of 500 metabolites were screened of which 156 were accurately detected. A supervised Orthogonal Partial Least Squares-Discriminant Analysis (OPLS-DA) highlighted a robust model for disease prediction with a Q(2) (cum) of 55.5%, with a reliable performance during the permutation test (cross-validation analysis of variance, P-value = 5.02284e(−05)) and a good prediction of a test set (P = 0.05). This model highlighted 10 metabolites with variable importance in the projection (VIP) > 0.8. Univariate analyses revealed nine discriminating metabolites, six of which were the same as those found in the Orthogonal Projections to Latent Structures Discriminant Analysis model. In total, the 13 discriminating metabolites identified underlining dietary metabolites (nicotinamide, taurine, choline, 1-methylhistidine and hippurate), mitochondrial energetic substrates (acetoacetate, glutamate and fumarate) and purine metabolism (inosine). The decreased concentration of taurine and nicotinamide (vitamin B3) suggest interesting therapeutic targets, given their neuroprotective roles that have already been demonstrated for retinal ganglion cells. Our results show a reliable predictive metabolomic signature in the plasma of LHON patients and highlighted taurine and nicotinamide deficiencies.
format Online
Article
Text
id pubmed-8033144
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-80331442021-04-14 A plasma metabolomic signature of Leber hereditary optic neuropathy showing taurine and nicotinamide deficiencies Bocca, Cinzia Le Paih, Victor Chao de la Barca, Juan Manuel Kouassy Nzoughet, Judith Amati-Bonneau, Patrizia Blanchet, Odile Védie, Benoit Géromin, Daniela Simard, Gilles Procaccio, Vincent Bonneau, Dominique Lenaers, Guy Orssaud, Christophe Reynier, Pascal Hum Mol Genet General Article Leber’s hereditary optic neuropathy (LHON) is the most common disorder due to mitochondrial DNA mutations and complex I deficiency. It is characterized by an acute vision loss, generally in young adults, with a higher penetrance in males. How complex I dysfunction induces the peculiar LHON clinical presentation remains an unanswered question. To gain an insight into this question, we carried out a non-targeted metabolomic investigation using the plasma of 18 LHON patients, during the chronic phase of the disease, comparing them to 18 healthy controls. A total of 500 metabolites were screened of which 156 were accurately detected. A supervised Orthogonal Partial Least Squares-Discriminant Analysis (OPLS-DA) highlighted a robust model for disease prediction with a Q(2) (cum) of 55.5%, with a reliable performance during the permutation test (cross-validation analysis of variance, P-value = 5.02284e(−05)) and a good prediction of a test set (P = 0.05). This model highlighted 10 metabolites with variable importance in the projection (VIP) > 0.8. Univariate analyses revealed nine discriminating metabolites, six of which were the same as those found in the Orthogonal Projections to Latent Structures Discriminant Analysis model. In total, the 13 discriminating metabolites identified underlining dietary metabolites (nicotinamide, taurine, choline, 1-methylhistidine and hippurate), mitochondrial energetic substrates (acetoacetate, glutamate and fumarate) and purine metabolism (inosine). The decreased concentration of taurine and nicotinamide (vitamin B3) suggest interesting therapeutic targets, given their neuroprotective roles that have already been demonstrated for retinal ganglion cells. Our results show a reliable predictive metabolomic signature in the plasma of LHON patients and highlighted taurine and nicotinamide deficiencies. Oxford University Press 2021-01-12 /pmc/articles/PMC8033144/ /pubmed/33437983 http://dx.doi.org/10.1093/hmg/ddab013 Text en © The Author(s) 2021. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oup.com https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle General Article
Bocca, Cinzia
Le Paih, Victor
Chao de la Barca, Juan Manuel
Kouassy Nzoughet, Judith
Amati-Bonneau, Patrizia
Blanchet, Odile
Védie, Benoit
Géromin, Daniela
Simard, Gilles
Procaccio, Vincent
Bonneau, Dominique
Lenaers, Guy
Orssaud, Christophe
Reynier, Pascal
A plasma metabolomic signature of Leber hereditary optic neuropathy showing taurine and nicotinamide deficiencies
title A plasma metabolomic signature of Leber hereditary optic neuropathy showing taurine and nicotinamide deficiencies
title_full A plasma metabolomic signature of Leber hereditary optic neuropathy showing taurine and nicotinamide deficiencies
title_fullStr A plasma metabolomic signature of Leber hereditary optic neuropathy showing taurine and nicotinamide deficiencies
title_full_unstemmed A plasma metabolomic signature of Leber hereditary optic neuropathy showing taurine and nicotinamide deficiencies
title_short A plasma metabolomic signature of Leber hereditary optic neuropathy showing taurine and nicotinamide deficiencies
title_sort plasma metabolomic signature of leber hereditary optic neuropathy showing taurine and nicotinamide deficiencies
topic General Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8033144/
https://www.ncbi.nlm.nih.gov/pubmed/33437983
http://dx.doi.org/10.1093/hmg/ddab013
work_keys_str_mv AT boccacinzia aplasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT lepaihvictor aplasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT chaodelabarcajuanmanuel aplasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT kouassynzoughetjudith aplasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT amatibonneaupatrizia aplasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT blanchetodile aplasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT vediebenoit aplasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT geromindaniela aplasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT simardgilles aplasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT procacciovincent aplasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT bonneaudominique aplasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT lenaersguy aplasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT orssaudchristophe aplasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT reynierpascal aplasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT boccacinzia plasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT lepaihvictor plasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT chaodelabarcajuanmanuel plasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT kouassynzoughetjudith plasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT amatibonneaupatrizia plasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT blanchetodile plasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT vediebenoit plasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT geromindaniela plasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT simardgilles plasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT procacciovincent plasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT bonneaudominique plasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT lenaersguy plasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT orssaudchristophe plasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies
AT reynierpascal plasmametabolomicsignatureofleberhereditaryopticneuropathyshowingtaurineandnicotinamidedeficiencies