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Discovery of Biomarker Panels for Neural Dysfunction in Inborn Errors of Amino Acid Metabolism

Patients with inborn errors of amino acid metabolism frequently show neuropsychiatric symptoms despite accurate metabolic control. This study aimed to gain insight into the underlying mechanisms of neural dysfunction. Here we analyzed the expression of brain-derived neurotrophic factor (BDNF) and 10...

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Autores principales: Castells, Alba-Aina, Gueraldi, Daniela, Balada, Rafel, Tristán-Noguero, Alba, Cortès-Saladelafont, Elisenda, Ramos, Federico, Meavilla, Silvia, De Los Santos, Mariela, Garcia-Volpe, Camila, Colomé, Roser, Couce, Maria Luz, Sierra, Cristina, Ormazábal, Aida, Batllori, Marta, Artuch, Rafael, Armstrong, Judith, Alcántara, Soledad, Garcia-Cazorla, Àngels
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6591213/
https://www.ncbi.nlm.nih.gov/pubmed/31235756
http://dx.doi.org/10.1038/s41598-019-45674-2
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author Castells, Alba-Aina
Gueraldi, Daniela
Balada, Rafel
Tristán-Noguero, Alba
Cortès-Saladelafont, Elisenda
Ramos, Federico
Meavilla, Silvia
De Los Santos, Mariela
Garcia-Volpe, Camila
Colomé, Roser
Couce, Maria Luz
Sierra, Cristina
Ormazábal, Aida
Batllori, Marta
Artuch, Rafael
Armstrong, Judith
Alcántara, Soledad
Garcia-Cazorla, Àngels
author_facet Castells, Alba-Aina
Gueraldi, Daniela
Balada, Rafel
Tristán-Noguero, Alba
Cortès-Saladelafont, Elisenda
Ramos, Federico
Meavilla, Silvia
De Los Santos, Mariela
Garcia-Volpe, Camila
Colomé, Roser
Couce, Maria Luz
Sierra, Cristina
Ormazábal, Aida
Batllori, Marta
Artuch, Rafael
Armstrong, Judith
Alcántara, Soledad
Garcia-Cazorla, Àngels
author_sort Castells, Alba-Aina
collection PubMed
description Patients with inborn errors of amino acid metabolism frequently show neuropsychiatric symptoms despite accurate metabolic control. This study aimed to gain insight into the underlying mechanisms of neural dysfunction. Here we analyzed the expression of brain-derived neurotrophic factor (BDNF) and 10 genes required for correct brain functioning in plasma and blood of patients with Urea Cycle Disorders (UCD), Maple Syrup Urine Disease (MSUD) and controls. Receiver-operating characteristic (ROC) analysis was used to evaluate sensitivity and specificity of potential biomarkers. CACNA2D2 (α2δ2 subunit of voltage-gated calcium channels) and MECP2 (methyl-CpG binding protein 2) mRNA and protein showed an excellent neural function biomarker signature (AUC ≥ 0,925) for recognition of MSUD. THBS3 (thrombospondin 3) mRNA and AABA gave a very good biomarker signature (AUC 0,911) for executive-attention deficits. THBS3, LIN28A mRNA, and alanine showed a perfect biomarker signature (AUC 1) for behavioral and mood disorders. Finally, a panel of BDNF protein and at least two large neural AAs showed a perfect biomarker signature (AUC 1) for recognition of psychomotor delay, pointing to excessive protein restriction as central causative of psychomotor delay. To conclude, our study has identified promising biomarker panels for neural function evaluation, providing a base for future studies with larger samples.
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spelling pubmed-65912132019-07-02 Discovery of Biomarker Panels for Neural Dysfunction in Inborn Errors of Amino Acid Metabolism Castells, Alba-Aina Gueraldi, Daniela Balada, Rafel Tristán-Noguero, Alba Cortès-Saladelafont, Elisenda Ramos, Federico Meavilla, Silvia De Los Santos, Mariela Garcia-Volpe, Camila Colomé, Roser Couce, Maria Luz Sierra, Cristina Ormazábal, Aida Batllori, Marta Artuch, Rafael Armstrong, Judith Alcántara, Soledad Garcia-Cazorla, Àngels Sci Rep Article Patients with inborn errors of amino acid metabolism frequently show neuropsychiatric symptoms despite accurate metabolic control. This study aimed to gain insight into the underlying mechanisms of neural dysfunction. Here we analyzed the expression of brain-derived neurotrophic factor (BDNF) and 10 genes required for correct brain functioning in plasma and blood of patients with Urea Cycle Disorders (UCD), Maple Syrup Urine Disease (MSUD) and controls. Receiver-operating characteristic (ROC) analysis was used to evaluate sensitivity and specificity of potential biomarkers. CACNA2D2 (α2δ2 subunit of voltage-gated calcium channels) and MECP2 (methyl-CpG binding protein 2) mRNA and protein showed an excellent neural function biomarker signature (AUC ≥ 0,925) for recognition of MSUD. THBS3 (thrombospondin 3) mRNA and AABA gave a very good biomarker signature (AUC 0,911) for executive-attention deficits. THBS3, LIN28A mRNA, and alanine showed a perfect biomarker signature (AUC 1) for behavioral and mood disorders. Finally, a panel of BDNF protein and at least two large neural AAs showed a perfect biomarker signature (AUC 1) for recognition of psychomotor delay, pointing to excessive protein restriction as central causative of psychomotor delay. To conclude, our study has identified promising biomarker panels for neural function evaluation, providing a base for future studies with larger samples. Nature Publishing Group UK 2019-06-24 /pmc/articles/PMC6591213/ /pubmed/31235756 http://dx.doi.org/10.1038/s41598-019-45674-2 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Castells, Alba-Aina
Gueraldi, Daniela
Balada, Rafel
Tristán-Noguero, Alba
Cortès-Saladelafont, Elisenda
Ramos, Federico
Meavilla, Silvia
De Los Santos, Mariela
Garcia-Volpe, Camila
Colomé, Roser
Couce, Maria Luz
Sierra, Cristina
Ormazábal, Aida
Batllori, Marta
Artuch, Rafael
Armstrong, Judith
Alcántara, Soledad
Garcia-Cazorla, Àngels
Discovery of Biomarker Panels for Neural Dysfunction in Inborn Errors of Amino Acid Metabolism
title Discovery of Biomarker Panels for Neural Dysfunction in Inborn Errors of Amino Acid Metabolism
title_full Discovery of Biomarker Panels for Neural Dysfunction in Inborn Errors of Amino Acid Metabolism
title_fullStr Discovery of Biomarker Panels for Neural Dysfunction in Inborn Errors of Amino Acid Metabolism
title_full_unstemmed Discovery of Biomarker Panels for Neural Dysfunction in Inborn Errors of Amino Acid Metabolism
title_short Discovery of Biomarker Panels for Neural Dysfunction in Inborn Errors of Amino Acid Metabolism
title_sort discovery of biomarker panels for neural dysfunction in inborn errors of amino acid metabolism
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6591213/
https://www.ncbi.nlm.nih.gov/pubmed/31235756
http://dx.doi.org/10.1038/s41598-019-45674-2
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