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揭示骨关节炎与乳腺癌之间的因果关系及潜在机制:孟德尔随机化和生物信息学分析的见解

Unraveling the causal relationship and potential mechanisms between osteoarthritis and breast cancer: insights from mendelian randomization and bioinformatics analysis.

作者信息

Li Kun, Wang Ran

机构信息

Department of Orthopaedics, Xiangya Hospital, Central South University, No.87 Xiangya Street, Kaifu District, Changsha, 410008, Hunan Province, China.

National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, No.87 Xiangya Street, Kaifu District, Changsha, 410008, Hunan Province, China.

出版信息

Discov Oncol. 2024 Dec 18;15(1):769. doi: 10.1007/s12672-024-01642-5.

Abstract

OBJECTIVE

To investigate the effect of osteoarthritis (OA) on the development of breast cancer (BC), and reveal the potential mechanisms underlying the association between them.

METHODS

A two-step, multivariable Mendelian Randomization (MR) analysis was performed, using statistics from genome-wide association studies (GWAS), to determine the effect of OA on BC and explore the role of major depressive disorder (MDD) in mediating it. Furthermore, transcriptomic analysis based on the Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases were utilized to establish a prognostic model and explore the underlying mechanisms. Additionally, BC cells and nude mice were used to verify the role of RTN4 in BC.

RESULTS

The two-sample MR analysis implied a causal relationship between OA and BC at the genetic level, and the mediating MR analysis identified that MDD may play a potential role in mediating it, accounting for approximately 12.20%. Then, we constructed a prognostic model (OA-score) with six genes screened out from datasets and selected RTN4 as the representative gene for validation study. It was demonstrated that high OA-score was an independent risk factor for breast cancer, and patients with low OA-score were more likely to have better OS, higher infiltration level of DC and CD 4 + T cells, and higher expression of some immune checkpoints. Moreover, the knockdown of RTN4 inhibited breast cancer cell proliferation, migration and invasion.

CONCLUSION

Our study identified the causal influence of OA on BC mediated by MDD at the genetic level. OA-Score may potentially serve as a new prognostic biomarker for OA related BC patients.

摘要

目的

研究骨关节炎(OA)对乳腺癌(BC)发生发展的影响,并揭示两者之间潜在的关联机制。

方法

采用两步多变量孟德尔随机化(MR)分析,利用全基因组关联研究(GWAS)的统计数据,确定OA对BC的影响,并探讨重度抑郁症(MDD)在其中的介导作用。此外,基于癌症基因组图谱(TCGA)和基因表达综合数据库(GEO)进行转录组分析,以建立预后模型并探索潜在机制。另外,利用BC细胞和裸鼠验证RTN4在BC中的作用。

结果

两样本MR分析表明OA与BC在基因水平上存在因果关系,中介MR分析确定MDD可能在其中起潜在介导作用,约占12.20%。然后,我们从数据集中筛选出六个基因构建了一个预后模型(OA评分),并选择RTN4作为验证研究的代表性基因。结果表明,高OA评分是乳腺癌的独立危险因素,低OA评分的患者更有可能具有更好的总生存期、更高的DC和CD4+T细胞浸润水平以及更高的一些免疫检查点表达。此外,敲低RTN4可抑制乳腺癌细胞的增殖、迁移和侵袭。

结论

我们的研究确定了在基因水平上OA通过MDD对BC的因果影响。OA评分可能有望成为OA相关BC患者的一种新的预后生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1bb7/11655994/e7c3be36eb0d/12672_2024_1642_Fig1_HTML.jpg

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