Cargando…

Role of ferroptosis and immune infiltration in intervertebral disc degeneration: novel insights from bioinformatics analyses

Background: Intervertebral disc degeneration (IVDD), which contributes to stenosis of the spinal segment, commonly causes lower back pain. The process of IVDD degradation entails gradual structural adjustments accompanied by extreme transformations in metabolic homeostasis. However, the molecular an...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Xiao-Wei, Xu, Hao-Wei, Yi, Yu-Yang, Zhang, Shu-Bao, Wang, Shan-Jin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10509768/
https://www.ncbi.nlm.nih.gov/pubmed/37736497
http://dx.doi.org/10.3389/fcell.2023.1170758
_version_ 1785107822126563328
author Liu, Xiao-Wei
Xu, Hao-Wei
Yi, Yu-Yang
Zhang, Shu-Bao
Wang, Shan-Jin
author_facet Liu, Xiao-Wei
Xu, Hao-Wei
Yi, Yu-Yang
Zhang, Shu-Bao
Wang, Shan-Jin
author_sort Liu, Xiao-Wei
collection PubMed
description Background: Intervertebral disc degeneration (IVDD), which contributes to stenosis of the spinal segment, commonly causes lower back pain. The process of IVDD degradation entails gradual structural adjustments accompanied by extreme transformations in metabolic homeostasis. However, the molecular and cellular mechanisms associated with IVDD are poorly understood. Methods: The RNA-sequencing datasets GSE34095 and GSE56081 were obtained from the Gene Expression Omnibus (GEO) database. Ferroptosis-related differentially expressed genes (DEGs) were identified from these gene sets. The protein–protein interaction (PPI) network was established and visualized using the STRING database and Cytoscape software, and the key functional modules of ferroptosis-related genes were identified. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were performed on the DEGs. Weighted gene co-expression network analysis (WGCNA), immune infiltration analysis in the GEO database, and other GSE series were used as validation datasets. The xCELL algorithm was performed to investigate the immune cell infiltration differences between the degenerated IVDD and control groups. Results: The major genes involved in nucleus pulposus tissue immune infiltration and ferroptosis-related genes were mined by bioinformatics analysis. A total of 3,056 DEGs were obtained between the IVDD tissue and control groups. The DEGs were enriched in the cell cycle; apoptosis; necroptosis; and the PI3K-Akt, Hippo, and HIF-1 signaling pathways. PCR and Western blot techniques were utilized to confirm the differential ferroptosis-related genes. The results indicated that the protein expression levels of NCOA4 and PCBP1 were elevated, while the protein expression level of GPX4 was reduced in NPCs following IL-1β treatment. Our study has found that severe disc tissue degeneration leads to a noteworthy increase in the expression of CD8A in naive T cells, CCR7 in memory CD4(+) cells, GZMB in natural killer (NK) cells, and CD163 and CD45 in macrophages. Conclusion: Our data demonstrate that ferroptosis occurs in IVDD, suggesting that ferroptosis may also increase IVDD improvement by triggering immune infiltration. This work was conducted to further understand IVDD pathogenesis and identify new treatment strategies.
format Online
Article
Text
id pubmed-10509768
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-105097682023-09-21 Role of ferroptosis and immune infiltration in intervertebral disc degeneration: novel insights from bioinformatics analyses Liu, Xiao-Wei Xu, Hao-Wei Yi, Yu-Yang Zhang, Shu-Bao Wang, Shan-Jin Front Cell Dev Biol Cell and Developmental Biology Background: Intervertebral disc degeneration (IVDD), which contributes to stenosis of the spinal segment, commonly causes lower back pain. The process of IVDD degradation entails gradual structural adjustments accompanied by extreme transformations in metabolic homeostasis. However, the molecular and cellular mechanisms associated with IVDD are poorly understood. Methods: The RNA-sequencing datasets GSE34095 and GSE56081 were obtained from the Gene Expression Omnibus (GEO) database. Ferroptosis-related differentially expressed genes (DEGs) were identified from these gene sets. The protein–protein interaction (PPI) network was established and visualized using the STRING database and Cytoscape software, and the key functional modules of ferroptosis-related genes were identified. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were performed on the DEGs. Weighted gene co-expression network analysis (WGCNA), immune infiltration analysis in the GEO database, and other GSE series were used as validation datasets. The xCELL algorithm was performed to investigate the immune cell infiltration differences between the degenerated IVDD and control groups. Results: The major genes involved in nucleus pulposus tissue immune infiltration and ferroptosis-related genes were mined by bioinformatics analysis. A total of 3,056 DEGs were obtained between the IVDD tissue and control groups. The DEGs were enriched in the cell cycle; apoptosis; necroptosis; and the PI3K-Akt, Hippo, and HIF-1 signaling pathways. PCR and Western blot techniques were utilized to confirm the differential ferroptosis-related genes. The results indicated that the protein expression levels of NCOA4 and PCBP1 were elevated, while the protein expression level of GPX4 was reduced in NPCs following IL-1β treatment. Our study has found that severe disc tissue degeneration leads to a noteworthy increase in the expression of CD8A in naive T cells, CCR7 in memory CD4(+) cells, GZMB in natural killer (NK) cells, and CD163 and CD45 in macrophages. Conclusion: Our data demonstrate that ferroptosis occurs in IVDD, suggesting that ferroptosis may also increase IVDD improvement by triggering immune infiltration. This work was conducted to further understand IVDD pathogenesis and identify new treatment strategies. Frontiers Media S.A. 2023-09-06 /pmc/articles/PMC10509768/ /pubmed/37736497 http://dx.doi.org/10.3389/fcell.2023.1170758 Text en Copyright © 2023 Liu, Xu, Yi, Zhang and Wang. 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 Cell and Developmental Biology
Liu, Xiao-Wei
Xu, Hao-Wei
Yi, Yu-Yang
Zhang, Shu-Bao
Wang, Shan-Jin
Role of ferroptosis and immune infiltration in intervertebral disc degeneration: novel insights from bioinformatics analyses
title Role of ferroptosis and immune infiltration in intervertebral disc degeneration: novel insights from bioinformatics analyses
title_full Role of ferroptosis and immune infiltration in intervertebral disc degeneration: novel insights from bioinformatics analyses
title_fullStr Role of ferroptosis and immune infiltration in intervertebral disc degeneration: novel insights from bioinformatics analyses
title_full_unstemmed Role of ferroptosis and immune infiltration in intervertebral disc degeneration: novel insights from bioinformatics analyses
title_short Role of ferroptosis and immune infiltration in intervertebral disc degeneration: novel insights from bioinformatics analyses
title_sort role of ferroptosis and immune infiltration in intervertebral disc degeneration: novel insights from bioinformatics analyses
topic Cell and Developmental Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10509768/
https://www.ncbi.nlm.nih.gov/pubmed/37736497
http://dx.doi.org/10.3389/fcell.2023.1170758
work_keys_str_mv AT liuxiaowei roleofferroptosisandimmuneinfiltrationinintervertebraldiscdegenerationnovelinsightsfrombioinformaticsanalyses
AT xuhaowei roleofferroptosisandimmuneinfiltrationinintervertebraldiscdegenerationnovelinsightsfrombioinformaticsanalyses
AT yiyuyang roleofferroptosisandimmuneinfiltrationinintervertebraldiscdegenerationnovelinsightsfrombioinformaticsanalyses
AT zhangshubao roleofferroptosisandimmuneinfiltrationinintervertebraldiscdegenerationnovelinsightsfrombioinformaticsanalyses
AT wangshanjin roleofferroptosisandimmuneinfiltrationinintervertebraldiscdegenerationnovelinsightsfrombioinformaticsanalyses