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Delayed Motor Milestones Achievement in Infancy Associates with Perturbations of Amino Acids and Lipid Metabolic Pathways
The relationship between developmental milestone achievement in infancy and later cognitive function and mental health is well established, but underlying biochemical mechanisms are poorly described. Our study aims to discover pathways connected to motor milestone achievement during infancy by using...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7570268/ https://www.ncbi.nlm.nih.gov/pubmed/32824932 http://dx.doi.org/10.3390/metabo10090337 |
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author | Vinding, Rebecca Kofod Rago, Daniela Kelly, Rachel S. Gürdeniz, Gözde Rasmussen, Morten Arendt Stokholm, Jakob Bønnelykke, Klaus Litonjua, Augusto A. Weiss, Scott T. Lasky-Su, Jessica Bisgaard, Hans Chawes, Bo Lund |
author_facet | Vinding, Rebecca Kofod Rago, Daniela Kelly, Rachel S. Gürdeniz, Gözde Rasmussen, Morten Arendt Stokholm, Jakob Bønnelykke, Klaus Litonjua, Augusto A. Weiss, Scott T. Lasky-Su, Jessica Bisgaard, Hans Chawes, Bo Lund |
author_sort | Vinding, Rebecca Kofod |
collection | PubMed |
description | The relationship between developmental milestone achievement in infancy and later cognitive function and mental health is well established, but underlying biochemical mechanisms are poorly described. Our study aims to discover pathways connected to motor milestone achievement during infancy by using untargeted plasma metabolomic profiles from 571 six-month-old children in connection with age of motor milestones achievement (Denver Developmental Index) in the Copenhagen Prospective Studies on Asthma in Childhood 2010 (COPSAC2010) mother–child cohort. We used univariate regression models and multivariate modelling (Partial Least Squares Discriminant Analysis: PLS-DA) to examine the associations and the VDAART (Vitamin D Antenatal Asthma Reduction Trial) cohort for validation. The univariate analyses showed 62 metabolites associated with gross-motor milestone achievement (p < 0.05) as well as the PLS-DA significantly differentiated between slow and fast milestone achievers (AUC = 0.87, p = 0.01). Higher levels of tyramine-O-sulfate in the tyrosine pathway were found in the late achievers in COPSAC (p = 0.0002) and in VDAART (p = 0.02). Furthermore, we observed that slow achievers were characterized by higher levels of fatty acids and products of fatty acids metabolism including acyl carnitines. Finally, we also observed changes in the lysine, histidine, glutamate, creatine and tryptophan pathways. Observing these metabolic changes in relation to gross-motor milestones in the first year of life, may be of importance for later cognitive function and mental health. |
format | Online Article Text |
id | pubmed-7570268 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75702682020-10-28 Delayed Motor Milestones Achievement in Infancy Associates with Perturbations of Amino Acids and Lipid Metabolic Pathways Vinding, Rebecca Kofod Rago, Daniela Kelly, Rachel S. Gürdeniz, Gözde Rasmussen, Morten Arendt Stokholm, Jakob Bønnelykke, Klaus Litonjua, Augusto A. Weiss, Scott T. Lasky-Su, Jessica Bisgaard, Hans Chawes, Bo Lund Metabolites Article The relationship between developmental milestone achievement in infancy and later cognitive function and mental health is well established, but underlying biochemical mechanisms are poorly described. Our study aims to discover pathways connected to motor milestone achievement during infancy by using untargeted plasma metabolomic profiles from 571 six-month-old children in connection with age of motor milestones achievement (Denver Developmental Index) in the Copenhagen Prospective Studies on Asthma in Childhood 2010 (COPSAC2010) mother–child cohort. We used univariate regression models and multivariate modelling (Partial Least Squares Discriminant Analysis: PLS-DA) to examine the associations and the VDAART (Vitamin D Antenatal Asthma Reduction Trial) cohort for validation. The univariate analyses showed 62 metabolites associated with gross-motor milestone achievement (p < 0.05) as well as the PLS-DA significantly differentiated between slow and fast milestone achievers (AUC = 0.87, p = 0.01). Higher levels of tyramine-O-sulfate in the tyrosine pathway were found in the late achievers in COPSAC (p = 0.0002) and in VDAART (p = 0.02). Furthermore, we observed that slow achievers were characterized by higher levels of fatty acids and products of fatty acids metabolism including acyl carnitines. Finally, we also observed changes in the lysine, histidine, glutamate, creatine and tryptophan pathways. Observing these metabolic changes in relation to gross-motor milestones in the first year of life, may be of importance for later cognitive function and mental health. MDPI 2020-08-19 /pmc/articles/PMC7570268/ /pubmed/32824932 http://dx.doi.org/10.3390/metabo10090337 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Vinding, Rebecca Kofod Rago, Daniela Kelly, Rachel S. Gürdeniz, Gözde Rasmussen, Morten Arendt Stokholm, Jakob Bønnelykke, Klaus Litonjua, Augusto A. Weiss, Scott T. Lasky-Su, Jessica Bisgaard, Hans Chawes, Bo Lund Delayed Motor Milestones Achievement in Infancy Associates with Perturbations of Amino Acids and Lipid Metabolic Pathways |
title | Delayed Motor Milestones Achievement in Infancy Associates with Perturbations of Amino Acids and Lipid Metabolic Pathways |
title_full | Delayed Motor Milestones Achievement in Infancy Associates with Perturbations of Amino Acids and Lipid Metabolic Pathways |
title_fullStr | Delayed Motor Milestones Achievement in Infancy Associates with Perturbations of Amino Acids and Lipid Metabolic Pathways |
title_full_unstemmed | Delayed Motor Milestones Achievement in Infancy Associates with Perturbations of Amino Acids and Lipid Metabolic Pathways |
title_short | Delayed Motor Milestones Achievement in Infancy Associates with Perturbations of Amino Acids and Lipid Metabolic Pathways |
title_sort | delayed motor milestones achievement in infancy associates with perturbations of amino acids and lipid metabolic pathways |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7570268/ https://www.ncbi.nlm.nih.gov/pubmed/32824932 http://dx.doi.org/10.3390/metabo10090337 |
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