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Purine signaling pathway dysfunction in autism spectrum disorders: Evidence from multiple omics data
INTRODUCTION: Previous studies have suggested that the dysregulation of purine metabolism may be associated with autism spectrum disorder (ASD). Here, we adopted metabolomics and transcriptomics to verify and explore the underlying molecular mechanism of purine metabolism dysfunction in ASD and iden...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9935591/ https://www.ncbi.nlm.nih.gov/pubmed/36818658 http://dx.doi.org/10.3389/fnmol.2023.1089871 |
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author | Dai, Si Lin, Jingjing Hou, Yanting Luo, Xuerong Shen, Yidong Ou, Jianjun |
author_facet | Dai, Si Lin, Jingjing Hou, Yanting Luo, Xuerong Shen, Yidong Ou, Jianjun |
author_sort | Dai, Si |
collection | PubMed |
description | INTRODUCTION: Previous studies have suggested that the dysregulation of purine metabolism may be associated with autism spectrum disorder (ASD). Here, we adopted metabolomics and transcriptomics to verify and explore the underlying molecular mechanism of purine metabolism dysfunction in ASD and identify potential biomarkers within the purine metabolism pathway. METHODS: Ultra-high-performance liquid chromatography-mass spectrometry was used to obtain the plasma metabolic profiles of 12 patients with ASD and 12 typically developing (TD) children. RNA sequencing was used to screen differentially expressed genes related to the purine metabolic pathway and purine receptor-coding genes in 24 children with ASD and 21 healthy controls. Finally, serum uric acid levels were compared in 80 patients with ASD and 174 TD children to validate the omics results. RESULTS: A total of 66 identified metabolites showed significant between-group differences. Network analysis showed that purine metabolism was the most strongly enriched. Uric acid was one of the most highlighted nodes within the network. The transcriptomic study revealed significant differential expression of three purine metabolism-related genes (adenosine deaminase, adenylosuccinate lyase, and bifunctional enzyme neoformans 5-aminoimidazole-4-carboxamide ribonucleotide (AICAR) transformylase/inosine monophosphate (IMP) cyclohydrolase) (p < 0.01) and five purinergic receptor genes (P2X7, P2Y2, P2Y6, P2Y8, and P2Y10) (p < 0.05). In the validation sample, there was a significant difference in serum uric acid levels between the two groups (p < 0.001), and the area under the curve for uric acid was 0.812 (sensitivity, 82.5%; specificity, 63.8%). DISCUSSION: Patients with ASD had dysfunctional purine metabolic pathways, and blood uric acid may be a potential biomarker for ASD. |
format | Online Article Text |
id | pubmed-9935591 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99355912023-02-18 Purine signaling pathway dysfunction in autism spectrum disorders: Evidence from multiple omics data Dai, Si Lin, Jingjing Hou, Yanting Luo, Xuerong Shen, Yidong Ou, Jianjun Front Mol Neurosci Molecular Neuroscience INTRODUCTION: Previous studies have suggested that the dysregulation of purine metabolism may be associated with autism spectrum disorder (ASD). Here, we adopted metabolomics and transcriptomics to verify and explore the underlying molecular mechanism of purine metabolism dysfunction in ASD and identify potential biomarkers within the purine metabolism pathway. METHODS: Ultra-high-performance liquid chromatography-mass spectrometry was used to obtain the plasma metabolic profiles of 12 patients with ASD and 12 typically developing (TD) children. RNA sequencing was used to screen differentially expressed genes related to the purine metabolic pathway and purine receptor-coding genes in 24 children with ASD and 21 healthy controls. Finally, serum uric acid levels were compared in 80 patients with ASD and 174 TD children to validate the omics results. RESULTS: A total of 66 identified metabolites showed significant between-group differences. Network analysis showed that purine metabolism was the most strongly enriched. Uric acid was one of the most highlighted nodes within the network. The transcriptomic study revealed significant differential expression of three purine metabolism-related genes (adenosine deaminase, adenylosuccinate lyase, and bifunctional enzyme neoformans 5-aminoimidazole-4-carboxamide ribonucleotide (AICAR) transformylase/inosine monophosphate (IMP) cyclohydrolase) (p < 0.01) and five purinergic receptor genes (P2X7, P2Y2, P2Y6, P2Y8, and P2Y10) (p < 0.05). In the validation sample, there was a significant difference in serum uric acid levels between the two groups (p < 0.001), and the area under the curve for uric acid was 0.812 (sensitivity, 82.5%; specificity, 63.8%). DISCUSSION: Patients with ASD had dysfunctional purine metabolic pathways, and blood uric acid may be a potential biomarker for ASD. Frontiers Media S.A. 2023-02-03 /pmc/articles/PMC9935591/ /pubmed/36818658 http://dx.doi.org/10.3389/fnmol.2023.1089871 Text en Copyright © 2023 Dai, Lin, Hou, Luo, Shen and Ou. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Molecular Neuroscience Dai, Si Lin, Jingjing Hou, Yanting Luo, Xuerong Shen, Yidong Ou, Jianjun Purine signaling pathway dysfunction in autism spectrum disorders: Evidence from multiple omics data |
title | Purine signaling pathway dysfunction in autism spectrum disorders: Evidence from multiple omics data |
title_full | Purine signaling pathway dysfunction in autism spectrum disorders: Evidence from multiple omics data |
title_fullStr | Purine signaling pathway dysfunction in autism spectrum disorders: Evidence from multiple omics data |
title_full_unstemmed | Purine signaling pathway dysfunction in autism spectrum disorders: Evidence from multiple omics data |
title_short | Purine signaling pathway dysfunction in autism spectrum disorders: Evidence from multiple omics data |
title_sort | purine signaling pathway dysfunction in autism spectrum disorders: evidence from multiple omics data |
topic | Molecular Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9935591/ https://www.ncbi.nlm.nih.gov/pubmed/36818658 http://dx.doi.org/10.3389/fnmol.2023.1089871 |
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