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The pathogenesis of DLD-mediated cuproptosis induced spinal cord injury and its regulation on immune microenvironment
INTRODUCTION: Spinal cord injury (SCI) is a severe central nervous system injury that leads to significant sensory and motor impairment. Copper, an essential trace element in the human body, plays a vital role in various biological functions and is strictly regulated by copper chaperones and transpo...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10203164/ https://www.ncbi.nlm.nih.gov/pubmed/37228705 http://dx.doi.org/10.3389/fncel.2023.1132015 |
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author | Li, Chaochen Wu, Chunshuai Ji, Chunyan Xu, Guanhua Chen, Jiajia Zhang, Jinlong Hong, Hongxiang Liu, Yang Cui, Zhiming |
author_facet | Li, Chaochen Wu, Chunshuai Ji, Chunyan Xu, Guanhua Chen, Jiajia Zhang, Jinlong Hong, Hongxiang Liu, Yang Cui, Zhiming |
author_sort | Li, Chaochen |
collection | PubMed |
description | INTRODUCTION: Spinal cord injury (SCI) is a severe central nervous system injury that leads to significant sensory and motor impairment. Copper, an essential trace element in the human body, plays a vital role in various biological functions and is strictly regulated by copper chaperones and transporters. Cuproptosis, a novel type of metal ion-induced cell death, is distinct from iron deprivation. Copper deprivation is closely associated with mitochondrial metabolism and mediated by protein fatty acid acylation. METHODS: In this study, we investigated the effects of cuproptosis-related genes (CRGs) on disease progression and the immune microenvironment in acute spinal cord injury (ASCI) patients. We obtained the gene expression profiles of peripheral blood leukocytes from ASCI patients using the Gene Expression Omnibus (GEO) database. We performed differential gene analysis, constructed protein-protein interaction networks, conducted weighted gene co-expression network analysis (WGCNA), and built a risk model. RESULTS: Our analysis revealed that dihydrolipoamide dehydrogenase (DLD), a regulator of copper toxicity, was significantly associated with ASCI, and DLD expression was significantly upregulated after ASCI. Furthermore, gene ontology (GO) enrichment analysis and gene set variation analysis (GSVA) showed abnormal activation of metabolism-related processes. Immune infiltration analysis indicated a significant decrease in T cell numbers in ASCI patients, while M2 macrophage numbers were significantly increased and positively correlated with DLD expression. DISCUSSION: In summary, our study demonstrated that DLD affects the ASCI immune microenvironment by promoting copper toxicity, leading to increased peripheral M2 macrophage polarization and systemic immunosuppression. Thus, DLD has potential as a promising biomarker for ASCI, providing a foundation for future clinical interventions. |
format | Online Article Text |
id | pubmed-10203164 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102031642023-05-24 The pathogenesis of DLD-mediated cuproptosis induced spinal cord injury and its regulation on immune microenvironment Li, Chaochen Wu, Chunshuai Ji, Chunyan Xu, Guanhua Chen, Jiajia Zhang, Jinlong Hong, Hongxiang Liu, Yang Cui, Zhiming Front Cell Neurosci Neuroscience INTRODUCTION: Spinal cord injury (SCI) is a severe central nervous system injury that leads to significant sensory and motor impairment. Copper, an essential trace element in the human body, plays a vital role in various biological functions and is strictly regulated by copper chaperones and transporters. Cuproptosis, a novel type of metal ion-induced cell death, is distinct from iron deprivation. Copper deprivation is closely associated with mitochondrial metabolism and mediated by protein fatty acid acylation. METHODS: In this study, we investigated the effects of cuproptosis-related genes (CRGs) on disease progression and the immune microenvironment in acute spinal cord injury (ASCI) patients. We obtained the gene expression profiles of peripheral blood leukocytes from ASCI patients using the Gene Expression Omnibus (GEO) database. We performed differential gene analysis, constructed protein-protein interaction networks, conducted weighted gene co-expression network analysis (WGCNA), and built a risk model. RESULTS: Our analysis revealed that dihydrolipoamide dehydrogenase (DLD), a regulator of copper toxicity, was significantly associated with ASCI, and DLD expression was significantly upregulated after ASCI. Furthermore, gene ontology (GO) enrichment analysis and gene set variation analysis (GSVA) showed abnormal activation of metabolism-related processes. Immune infiltration analysis indicated a significant decrease in T cell numbers in ASCI patients, while M2 macrophage numbers were significantly increased and positively correlated with DLD expression. DISCUSSION: In summary, our study demonstrated that DLD affects the ASCI immune microenvironment by promoting copper toxicity, leading to increased peripheral M2 macrophage polarization and systemic immunosuppression. Thus, DLD has potential as a promising biomarker for ASCI, providing a foundation for future clinical interventions. Frontiers Media S.A. 2023-05-09 /pmc/articles/PMC10203164/ /pubmed/37228705 http://dx.doi.org/10.3389/fncel.2023.1132015 Text en Copyright © 2023 Li, Wu, Ji, Xu, Chen, Zhang, Hong, Liu and Cui. 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 | Neuroscience Li, Chaochen Wu, Chunshuai Ji, Chunyan Xu, Guanhua Chen, Jiajia Zhang, Jinlong Hong, Hongxiang Liu, Yang Cui, Zhiming The pathogenesis of DLD-mediated cuproptosis induced spinal cord injury and its regulation on immune microenvironment |
title | The pathogenesis of DLD-mediated cuproptosis induced spinal cord injury and its regulation on immune microenvironment |
title_full | The pathogenesis of DLD-mediated cuproptosis induced spinal cord injury and its regulation on immune microenvironment |
title_fullStr | The pathogenesis of DLD-mediated cuproptosis induced spinal cord injury and its regulation on immune microenvironment |
title_full_unstemmed | The pathogenesis of DLD-mediated cuproptosis induced spinal cord injury and its regulation on immune microenvironment |
title_short | The pathogenesis of DLD-mediated cuproptosis induced spinal cord injury and its regulation on immune microenvironment |
title_sort | pathogenesis of dld-mediated cuproptosis induced spinal cord injury and its regulation on immune microenvironment |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10203164/ https://www.ncbi.nlm.nih.gov/pubmed/37228705 http://dx.doi.org/10.3389/fncel.2023.1132015 |
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