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Immune cell infiltration and the genes associated with ligamentum flavum hypertrophy: Identification and validation
Ligamentum flavum hypertrophy (LFH) is a common cause of spinal stenosis. The aim of the current study was to identify the differentially expressed genes (DEGs) in LFH and the molecular mechanisms underlying the development of and immune responses to LFH. The gene expression omnibus (GEO) database w...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9400804/ https://www.ncbi.nlm.nih.gov/pubmed/36036007 http://dx.doi.org/10.3389/fcell.2022.914781 |
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author | Duan, Yang Ni, Songjia Zhao, Kai Qian, Jing Hu, Xinyue |
author_facet | Duan, Yang Ni, Songjia Zhao, Kai Qian, Jing Hu, Xinyue |
author_sort | Duan, Yang |
collection | PubMed |
description | Ligamentum flavum hypertrophy (LFH) is a common cause of spinal stenosis. The aim of the current study was to identify the differentially expressed genes (DEGs) in LFH and the molecular mechanisms underlying the development of and immune responses to LFH. The gene expression omnibus (GEO) database was used to obtain the GSE113212 dataset, and the DEGs were derived from microarray data. To identify critical genes and signaling pathways, gene ontology enrichment, Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment, and protein-protein interaction (PPI) network analyses were performed, followed by immune cell infiltration and Friends analyses using the retrieved datasets. The results were validated using quantitative real-time PCR. The 1530 DEGs identified comprised 971 upregulated and 559 downregulated genes. KEGG analysis revealed that DEGs were mostly enriched in the PI3K-Akt signaling pathway, while PPI network analysis identified tumor necrosis factor, interleukin (IL)-6, IL-10, epidermal growth factor receptor, and leptin as important nodes, which was validated by qPCR and IHC in human LFH tissues in vitro. A significant positive correlation was found between key LFH immune-related DEGs and several immune cell types, including T and B cells. The findings of the present study might lead to novel therapeutic targets and clinical approaches, as they provide insights into the molecular mechanisms of LFH. |
format | Online Article Text |
id | pubmed-9400804 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94008042022-08-25 Immune cell infiltration and the genes associated with ligamentum flavum hypertrophy: Identification and validation Duan, Yang Ni, Songjia Zhao, Kai Qian, Jing Hu, Xinyue Front Cell Dev Biol Cell and Developmental Biology Ligamentum flavum hypertrophy (LFH) is a common cause of spinal stenosis. The aim of the current study was to identify the differentially expressed genes (DEGs) in LFH and the molecular mechanisms underlying the development of and immune responses to LFH. The gene expression omnibus (GEO) database was used to obtain the GSE113212 dataset, and the DEGs were derived from microarray data. To identify critical genes and signaling pathways, gene ontology enrichment, Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment, and protein-protein interaction (PPI) network analyses were performed, followed by immune cell infiltration and Friends analyses using the retrieved datasets. The results were validated using quantitative real-time PCR. The 1530 DEGs identified comprised 971 upregulated and 559 downregulated genes. KEGG analysis revealed that DEGs were mostly enriched in the PI3K-Akt signaling pathway, while PPI network analysis identified tumor necrosis factor, interleukin (IL)-6, IL-10, epidermal growth factor receptor, and leptin as important nodes, which was validated by qPCR and IHC in human LFH tissues in vitro. A significant positive correlation was found between key LFH immune-related DEGs and several immune cell types, including T and B cells. The findings of the present study might lead to novel therapeutic targets and clinical approaches, as they provide insights into the molecular mechanisms of LFH. Frontiers Media S.A. 2022-08-10 /pmc/articles/PMC9400804/ /pubmed/36036007 http://dx.doi.org/10.3389/fcell.2022.914781 Text en Copyright © 2022 Duan, Ni, Zhao, Qian and Hu. 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 Duan, Yang Ni, Songjia Zhao, Kai Qian, Jing Hu, Xinyue Immune cell infiltration and the genes associated with ligamentum flavum hypertrophy: Identification and validation |
title | Immune cell infiltration and the genes associated with ligamentum flavum hypertrophy: Identification and validation |
title_full | Immune cell infiltration and the genes associated with ligamentum flavum hypertrophy: Identification and validation |
title_fullStr | Immune cell infiltration and the genes associated with ligamentum flavum hypertrophy: Identification and validation |
title_full_unstemmed | Immune cell infiltration and the genes associated with ligamentum flavum hypertrophy: Identification and validation |
title_short | Immune cell infiltration and the genes associated with ligamentum flavum hypertrophy: Identification and validation |
title_sort | immune cell infiltration and the genes associated with ligamentum flavum hypertrophy: identification and validation |
topic | Cell and Developmental Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9400804/ https://www.ncbi.nlm.nih.gov/pubmed/36036007 http://dx.doi.org/10.3389/fcell.2022.914781 |
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