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

IF 2.9 4区 医学 Q3 ENDOCRINOLOGY & METABOLISM Discover. Oncology Pub Date : 2024-12-18 DOI:10.1007/s12672-024-01642-5
Kun Li, Ran Wang
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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.

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揭示骨关节炎与乳腺癌之间的因果关系和潜在机制:孟德尔随机化和生物信息学分析的启示。
目的:探讨骨关节炎(osteoarthritis, OA)对乳腺癌(breast cancer, BC)发生发展的影响,并揭示二者相关的可能机制。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)在其中的中介作用。基于肿瘤基因组图谱(Cancer Genome Atlas, TCGA)和基因表达图谱(Gene Expression Omnibus, GEO)数据库进行转录组学分析,建立预后模型并探讨其潜在机制。此外,利用BC细胞和裸鼠验证RTN4在BC中的作用。结果:双样本MR分析暗示OA和BC在遗传水平上存在因果关系,而介导MR分析发现MDD可能在其介导中发挥潜在作用,约占12.20%。然后,我们从数据集中筛选出6个基因构建预后模型(OA-score),并选择RTN4作为代表基因进行验证研究。结果表明,高oa评分是乳腺癌的独立危险因素,低oa评分患者的OS较好,DC和cd4 + T细胞浸润水平较高,部分免疫检查点表达较高。此外,RTN4的下调抑制了乳腺癌细胞的增殖、迁移和侵袭。结论:我们的研究在遗传水平上确定了OA对MDD介导的BC的因果影响。OA- score可能作为OA相关BC患者新的预后生物标志物。
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来源期刊
Discover. Oncology
Discover. Oncology Medicine-Endocrinology, Diabetes and Metabolism
CiteScore
2.40
自引率
9.10%
发文量
122
审稿时长
5 weeks
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