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转录组测序鉴定骨质疏松性椎体骨折异常 lncRNAs 和 mRNAs,并揭示潜在的免疫相关 mRNA 枢纽

Transcriptome Sequencing Identifies Abnormal lncRNAs and mRNAs and Reveals Potentially Hub Immune-Related mRNA in Osteoporosis with Vertebral Fracture.

机构信息

Department of Orthopaedics, The Sixth Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang Province, People's Republic of China.

Second Department of Orthopaedics, Third People's Hospital of Anyang City, Anyang City, Henan Province, People's Republic of China.

出版信息

Clin Interv Aging. 2024 Feb 9;19:203-217. doi: 10.2147/CIA.S441251. eCollection 2024.

Abstract

BACKGROUND

Recent studies have put forward the viewpoint of "bone immunology", which holds that the immune system and immune factors play an important regulatory role in the occurrence and development of osteoporosis. This study was intended to identify genetic characteristics of differentially expressed immune-related mRNA and lncRNA in patients combined with osteoporosis and vertebral fracture.

METHODS

The peripheral blood samples were obtained from 3 groups of subjects: healthy control (HC), osteoporosis patients without vertebral fracture (OWF), and osteoporosis patients combined with vertebral fracture (OVF). The data were integrated to obtain differentially expressed mRNAs (DEmRNAs) and differentially expressed lncRNAs (DElncRNAs). Subsequently, the protein-protein interaction (PPI) networks were constructed. Gene Ontology (GO) and Kyoto Encyclopaedia of Genes and Genomes (KEGG) enrichment analyses were performed. Cytoscape-cytoHubba plug-in was used to identify key DEmRNAs. Furthermore, lncRNA-miRNA-mRNA, mRNA-lncRNA co-expression and transcription factors (TFs) networks were constructed. In addition, real-time PCR verification was performed.

RESULTS

Totally of 3378 lncRNA-mRNA pairs were obtained, and the lncRNA co-expressed mRNA was mainly enriched in immune-related pathways, especially in GO-biological process (GO-BP) analysis. A total of 8 hub immune-related DEmRNAs were obtained, including IL18R1, IL18RAP, SLC11A1, CSF2RA, CCR3, IL1R2, PGLYRP1, and IL1R1. The TFs network showed that 8 hub immune-related DEmRNAs had interacting TFs. The co-expression network showed that 7 hub immune-related DEmRNAs (IL18R1, IL18RAP, SLC11A1, CSF2RA, IL-1R2, PGLYRP1, and IL1R1) had lncRNA-mRNA co-expression relationship. In addition, the lncRNA-miRNA-mRNA network includes 32 miRNAs, 7 hub immune-related mRNAs (IL18R1, IL18RAP, CSF2RA, CCR3, IL1R2, PGLYRP1, and IL1R1), and 11 lncRNAs.

CONCLUSION

Our study provides a novel and in-depth identification of co-expressed mRNAs and lncRNAs in patients combined with osteoporosis and vertebral fracture at a molecular level. This may provide new candidate biomarkers for the diagnosis of patients with high-risk fractures in the future.

摘要

背景

最近的研究提出了“骨免疫学”的观点,即免疫系统和免疫因子在骨质疏松症的发生和发展中起着重要的调节作用。本研究旨在鉴定合并骨质疏松症和椎体骨折患者的免疫相关 mRNA 和 lncRNA 的差异表达的遗传特征。

方法

从健康对照组(HC)、无椎体骨折的骨质疏松症患者(OWF)和合并椎体骨折的骨质疏松症患者(OVF)三组患者中采集外周血样本。整合数据以获得差异表达的 mRNAs(DEmRNAs)和差异表达的 lncRNAs(DElncRNAs)。然后构建蛋白质-蛋白质相互作用(PPI)网络。进行基因本体论(GO)和京都基因与基因组百科全书(KEGG)富集分析。使用 Cytoscape-cytoHubba 插件识别关键的 DEmRNAs。此外,构建 lncRNA-miRNA-mRNA、mRNA-lncRNA 共表达和转录因子(TFs)网络。另外,进行实时 PCR 验证。

结果

总共获得了 3378 个 lncRNA-mRNA 对,lncRNA 共表达的 mRNA 主要富集在免疫相关途径中,特别是在 GO 生物过程(GO-BP)分析中。获得了总共 8 个与免疫相关的 DEmRNAs 枢纽,包括 IL18R1、IL18RAP、SLC11A1、CSF2RA、CCR3、IL1R2、PGLYRP1 和 IL1R1。TFs 网络显示,8 个与免疫相关的 DEmRNAs 枢纽具有相互作用的 TFs。共表达网络显示,7 个与免疫相关的 DEmRNAs 枢纽(IL18R1、IL18RAP、SLC11A1、CSF2RA、IL-1R2、PGLYRP1 和 IL1R1)与 lncRNA-mRNA 共表达关系。此外,lncRNA-miRNA-mRNA 网络包括 32 个 miRNA、7 个与免疫相关的 mRNAs(IL18R1、IL18RAP、CSF2RA、CCR3、IL1R2、PGLYRP1 和 IL1R1)和 11 个 lncRNAs。

结论

本研究从分子水平上为合并骨质疏松症和椎体骨折患者的共表达 mRNAs 和 lncRNAs 提供了新的、深入的鉴定。这可能为未来高风险骨折患者的诊断提供新的候选生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ca6c/10863500/d51e3691d00b/CIA-19-203-g0001.jpg

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