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实验证实和生物信息学揭示了免疫系统浸润和黄韧带肥厚的生物标志物。

Experimental confirmation and bioinformatics reveal biomarkers of immune system infiltration and hypertrophy ligamentum flavum.

作者信息

Liu Fei, Zhong Min, Yang Lei, Song Chao, Chen Chaoqi, Xu Zhiwei, Zhang Chi, Li Zhifa, Wu Xiaofei, Jiang Chen, Chen Feng, Yan Qian

机构信息

Department of Orthopedics RuiKang Hospital affiliated to Guangxi University of Chinese Medicine Nanning China.

Department of Orthopedics The Affiliated Hospital of Traditional Chinese Medicine of Southwest Medical University Luzhou China.

出版信息

JOR Spine. 2024 Jul 25;7(3):e1354. doi: 10.1002/jsp2.1354. eCollection 2024 Sep.

DOI:10.1002/jsp2.1354
PMID:39071860
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11272949/
Abstract

BACKGROUND

Hypertrophy ligamentum flavum is a prevalent chronic spinal condition that affects middle-aged and older adults. However, the molecular pathways behind this disease are not well comprehended.

OBJECTIVE

The objective of this work is to implement bioinformatics techniques in order to identify crucial biological markers and immune infiltration that are linked to hypertrophy ligamentum flavum. Further, the study aims to experimentally confirm the molecular mechanisms that underlie the hypertrophy ligamentum flavum.

METHODS

The corresponding gene expression profiles (GSE113212) were selected from a comprehensive gene expression database. The gene dataset for hypertrophy ligamentum flavum was acquired from GeneCards. A network of interactions between proteins was created, and an analysis of functional enrichment was conducted using the Kyoto Encyclopedia of Genes and Genomes (KEGG) and Gene Ontology (GO) databases. An study of hub genes was performed to evaluate the infiltration of immune cells in patient samples compared to tissues from the control group. Finally, samples of the ligamentum flavum were taken with the purpose of validating the expression of important genes in a clinical setting.

RESULTS

Overall, 27 hub genes that were differently expressed were found through molecular biology. The hub genes were found to be enriched in immune response, chemokine-mediated signaling pathways, inflammation, ossification, and fibrosis processes, as demonstrated by GO and KEGG studies. The main signaling pathways involved include the TNF signaling pathway, cytokine-cytokine receptor interaction, and TGF-β signaling pathway. An examination of immunocell infiltration showed notable disparities in B cells (naïve and memory) and activated T cells (CD4 memory) between patients with hypertrophic ligamentum flavum and the control group of healthy individuals. The in vitro validation revealed markedly elevated levels of ossification and fibrosis-related components in the hypertrophy ligamentum flavum group, as compared to the normal group.

CONCLUSION

The TGF-β signaling pathway, TNF signaling pathway, and related hub genes play crucial roles in the progression of ligamentum flavum hypertrophic. Our study may guide future research on fibrosis of the ligamentum flavum.

摘要

背景

黄韧带肥厚是一种常见的慢性脊柱疾病,影响中老年人。然而,这种疾病背后的分子途径尚未得到充分理解。

目的

本研究旨在运用生物信息学技术,识别与黄韧带肥厚相关的关键生物标志物和免疫浸润。此外,该研究旨在通过实验证实黄韧带肥厚的分子机制。

方法

从综合基因表达数据库中选择相应的基因表达谱(GSE113212)。黄韧带肥厚的基因数据集来自GeneCards。构建了蛋白质之间的相互作用网络,并使用京都基因与基因组百科全书(KEGG)和基因本体论(GO)数据库进行功能富集分析。进行了枢纽基因研究,以评估患者样本中免疫细胞与对照组组织相比的浸润情况。最后,采集黄韧带样本以验证重要基因在临床环境中的表达。

结果

总体而言,通过分子生物学发现了27个差异表达的枢纽基因。GO和KEGG研究表明,这些枢纽基因在免疫反应、趋化因子介导的信号通路、炎症、骨化和纤维化过程中富集。主要涉及的信号通路包括TNF信号通路、细胞因子 - 细胞因子受体相互作用和TGF-β信号通路。免疫细胞浸润检查显示,肥厚性黄韧带患者与健康个体对照组之间的B细胞(幼稚和记忆)和活化T细胞(CD4记忆)存在显著差异。体外验证显示,与正常组相比,肥厚性黄韧带组中骨化和纤维化相关成分的水平明显升高。

结论

TGF-β信号通路/TNF信号通路及相关枢纽基因在黄韧带肥厚的进展中起关键作用。我们的研究可能为未来黄韧带纤维化的研究提供指导。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4e91/11272949/6f762255652c/JSP2-7-e1354-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4e91/11272949/b0cf0d3e7163/JSP2-7-e1354-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4e91/11272949/823c4de18d81/JSP2-7-e1354-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4e91/11272949/70edd6496cf5/JSP2-7-e1354-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4e91/11272949/612f55b0e84a/JSP2-7-e1354-g005.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4e91/11272949/c7843e0a1f8b/JSP2-7-e1354-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4e91/11272949/38fce0dbf00f/JSP2-7-e1354-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4e91/11272949/f9427bc46f1a/JSP2-7-e1354-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4e91/11272949/6f762255652c/JSP2-7-e1354-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4e91/11272949/b0cf0d3e7163/JSP2-7-e1354-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4e91/11272949/823c4de18d81/JSP2-7-e1354-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4e91/11272949/70edd6496cf5/JSP2-7-e1354-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4e91/11272949/612f55b0e84a/JSP2-7-e1354-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4e91/11272949/fffc1104d677/JSP2-7-e1354-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4e91/11272949/c7843e0a1f8b/JSP2-7-e1354-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4e91/11272949/38fce0dbf00f/JSP2-7-e1354-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4e91/11272949/f9427bc46f1a/JSP2-7-e1354-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4e91/11272949/6f762255652c/JSP2-7-e1354-g007.jpg

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本文引用的文献

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JOR Spine. 2023 May 17;6(3):e1260. doi: 10.1002/jsp2.1260. eCollection 2023 Sep.
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-Cardio: A comprehensive analysis platform for cardiovascular-relavant regulation in human and mouse.-心脏:一个用于人类和小鼠心血管相关调节的综合分析平台。
Mol Ther Nucleic Acids. 2023 Jul 27;33:655-667. doi: 10.1016/j.omtn.2023.07.030. eCollection 2023 Sep 12.
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Identification and validation of hub genes and pathways associated with mitochondrial dysfunction in hypertrophy of ligamentum flavum.
黄韧带肥厚中线粒体功能障碍相关枢纽基因和通路的鉴定与验证
Front Genet. 2023 May 10;14:1117416. doi: 10.3389/fgene.2023.1117416. eCollection 2023.
4
Characterization of ligamentum flavum hypertrophy based on m6A RNA methylation modification and the immune microenvironment.基于m6A RNA甲基化修饰和免疫微环境的黄韧带肥厚特征分析
Am J Transl Res. 2022 Dec 15;14(12):8800-8827. eCollection 2022.
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An in-depth analysis of the immunomodulatory mechanisms of intervertebral disc degeneration.椎间盘退变免疫调节机制的深入分析
JOR Spine. 2022 Dec 8;5(4):e1233. doi: 10.1002/jsp2.1233. eCollection 2022 Dec.
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Relationship between Severity of Lumbar Spinal Stenosis and Ligamentum Flavum Hypertrophy and Serum Inflammatory Factors.腰椎管狭窄症严重程度与黄韧带肥厚及血清炎症因子的关系。
Comput Math Methods Med. 2022 Oct 12;2022:8799240. doi: 10.1155/2022/8799240. eCollection 2022.
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Ligamentum flavum hypertrophy significantly contributes to the severity of neurogenic intermittent claudication in patients with lumbar spinal canal stenosis.黄韧带肥厚显著导致腰椎管狭窄症患者神经源性间歇性跛行的严重程度增加。
Medicine (Baltimore). 2022 Sep 9;101(36):e30171. doi: 10.1097/MD.0000000000030171.
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Mol Med Rep. 2022 Sep;26(3). doi: 10.3892/mmr.2022.12805. Epub 2022 Jul 29.
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