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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...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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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 |
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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 |
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