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睡眠呼吸暂停综合征与骨关节炎之间的关联:来自双向孟德尔随机化和生物信息学分析的见解

Association Between Sleep Apnea Syndrome and Osteoarthritis: Insights from Bidirectional Mendelian Randomization and Bioinformatics Analysis.

作者信息

Weng Lian, Luo Xiongjunjie, Luo Yuxi, Zhang Qian, Yao Kaitao, Tan Junjie, Yin Yiran

机构信息

Department of orthopedics, the Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan Province, 646000, People's Republic of China.

Sichuan Provincial Laboratory of Orthopedic Engineering, Luzhou, Sichuan Province, 646000, People's Republic of China.

出版信息

Nat Sci Sleep. 2024 May 7;16:473-487. doi: 10.2147/NSS.S461010. eCollection 2024.

Abstract

BACKGROUND

Sleep apnea syndrome(SAS) and osteoarthritis (OA) are two prevalent diseases that often coexist, but the causal relationship between them remains unclear. In light of this, our team utilizes Mendelian Randomization and bioinformatics analysis methods to investigate the potential association between the two diseases.

METHODS

In this study, we utilized GWAS data pertaining to SAS and OA to assess the causal relationship between the two diseases through Mendelian randomization (MR) analysis. We then employed transcriptomic data to perform differential gene identification, WGCNA, shared gene determination, functional enrichment analysis, and colocalization analysis, all designed to further elucidate the mechanisms underlying the association between the two diseases. In the end, we utilized Mendelian randomization (MR) analysis again to delve deeper into the relationship between the two diseases and immune cells.

RESULTS

Our research findings indicate that SAS is a risk factor for OA (p = 0.000004), knee OA (p = 0.0000001) and hip OA(p = 0.001). Furthermore, OA (p = 0.000195), knee OA (p = 0.001) are significant risk factors for SAS. However, there is no clear evidence that hip OA (p = 0.892) is a risk factor for SAS. Interestingly, the genes shared between OA and SAS are significantly enriched in leukocyte migration, leukocyte chemotaxis. Moreover, colocalization analysis suggests that the genes JUNB, COL8A1, FOSB, and IER2 may be key genes associated with both diseases. Furthermore, 57 immune cell phenotypes are associated with SAS, 95 with OA, and 6 shared between both diseases.

CONCLUSION

This research confirmed the bidirectional causal relationship between SAS and OA. Notably, the 4 genes (JUNB, COL8A1, FOSB, IER2) and 6 immune phenotypes are crucial for both diseases, these provide hopeful targets for future interventions against these two diseases.

摘要

背景

睡眠呼吸暂停综合征(SAS)和骨关节炎(OA)是两种常见且常共存的疾病,但它们之间的因果关系仍不明确。鉴于此,我们团队利用孟德尔随机化和生物信息学分析方法来研究这两种疾病之间的潜在关联。

方法

在本研究中,我们利用与SAS和OA相关的全基因组关联研究(GWAS)数据,通过孟德尔随机化(MR)分析评估这两种疾病之间的因果关系。然后,我们使用转录组数据进行差异基因鉴定、加权基因共表达网络分析(WGCNA)、共享基因确定、功能富集分析和共定位分析,所有这些分析旨在进一步阐明这两种疾病之间关联的潜在机制。最后,我们再次利用孟德尔随机化(MR)分析来深入探究这两种疾病与免疫细胞之间的关系。

结果

我们的研究结果表明,SAS是OA(p = 0.000004)、膝关节OA(p = 0.0000001)和髋关节OA(p = 0.001)的危险因素。此外,OA(p = 0.000195)、膝关节OA(p = 0.001)是SAS的重要危险因素。然而,没有明确证据表明髋关节OA(p = 0.892)是SAS的危险因素。有趣的是,OA和SAS之间共享的基因在白细胞迁移、白细胞趋化方面显著富集。此外,共定位分析表明,JUNB、COL8A1、FOSB和IER2基因可能是与这两种疾病相关的关键基因。此外,57种免疫细胞表型与SAS相关,95种与OA相关,两种疾病之间有6种共享。

结论

本研究证实了SAS和OA之间的双向因果关系。值得注意的是,这4个基因(JUNB、COL8A1、FOSB、IER2)和6种免疫表型对这两种疾病都至关重要,这些为未来针对这两种疾病的干预提供了有希望的靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d3a/11088414/4952dfe5f72a/NSS-16-473-g0001.jpg

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