Lishan Ding, Qingliang Chen, Hao Liang, Meng Shen, Ming Zheng, Zhaojun Li
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The inverse variance weighted method was employed as the primary approach for two-sample MR. Additionally, the MR-PRESSO (MR-Pleiotropy RESidual Sum and Outlier) method was utilized to eliminate outliers. Tests for heterogeneity and pleiotropy were conducted to enhance result accuracy. Furthermore, multivariable Mendelian randomization was performed, adjusting for potential confounders to ensure result stability.</p><p><strong>Results: </strong>MR analysis was employed to assess the causal link between PA and BC. Two-sample MR analysis revealed a genetic prediction indicating that walking for pleasure was associated with decreased risk of ER+ BC (odds ratio (OR) = 0.302, 95% CI = 0.105-0.872, <i>p</i> = 0.027), while other physical activities were not significantly correlated with BC, ER+ BC and ER- BC. These findings remained reliable and consistent in the sensitivity analysis, including Cochran's Q and MR-Egger regression. 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引用次数: 0
摘要
先前的研究表明,体育活动(PA)与乳腺癌(BC)之间存在潜在关联,但因果关系仍不确定。本研究的目的是通过孟德尔随机化(MR)分析来探讨前列腺癌与BC之间的因果关系。材料和方法:利用英国生物银行基线数据进行全基因组关联研究,分析PA表型,包括460,376名参与者。BC的汇总数据,包括122,977例和105,974例对照,来自BC协会联盟。根据雌激素受体状态将病例进一步分为雌激素受体阳性乳腺癌(ER+ BC)和雌激素受体阴性乳腺癌(ER- BC)。采用方差反加权法作为两样本mr的主要方法,并采用MR-PRESSO (MR-Pleiotropy RESidual Sum and Outlier)法消除异常值。进行异质性和多效性检验以提高结果的准确性。此外,进行多变量孟德尔随机化,调整潜在的混杂因素以确保结果的稳定性。结果:MR分析用于评估PA与BC之间的因果关系。双样本MR分析显示,遗传预测表明,散步与ER+ BC的风险降低有关(优势比(OR) = 0.302, 95% CI = 0.105-0.872, p = 0.027),而其他体育活动与BC、ER+ BC和ER- BC没有显著相关性。这些发现在敏感性分析(包括Cochran的Q和MR-Egger回归)中仍然是可靠和一致的。此外,反向MR分析表明,BC对PA没有显著影响。结论:我们的研究结果表明,从事休闲散步与降低ER+ BC的风险有关。然而,需要进一步的研究来全面阐明潜在的机制并加强因果关系。
Physical activities and breast cancer: a Mendelian randomization study.
Introduction: Previous research suggests a potential association between physical activity (PA) and breast cancer (BC), but the causal relationship remains uncertain. The aim of this study was to explore the causal relationship between PA and BC through Mendelian randomization (MR) analysis.
Material and methods: Genome-wide association studies utilizing data from the UK Biobank baseline were employed to analyze PA phenotypes, encompassing 460,376 participants. Summary data for BC, comprising 122,977 cases and 105,974 controls, were obtained from the BC Association Consortium. The cases were further categorized based on estrogen receptor status into estrogen receptor-positive breast cancer (ER+ BC) and estrogen receptor-negative breast cancer (ER- BC). The inverse variance weighted method was employed as the primary approach for two-sample MR. Additionally, the MR-PRESSO (MR-Pleiotropy RESidual Sum and Outlier) method was utilized to eliminate outliers. Tests for heterogeneity and pleiotropy were conducted to enhance result accuracy. Furthermore, multivariable Mendelian randomization was performed, adjusting for potential confounders to ensure result stability.
Results: MR analysis was employed to assess the causal link between PA and BC. Two-sample MR analysis revealed a genetic prediction indicating that walking for pleasure was associated with decreased risk of ER+ BC (odds ratio (OR) = 0.302, 95% CI = 0.105-0.872, p = 0.027), while other physical activities were not significantly correlated with BC, ER+ BC and ER- BC. These findings remained reliable and consistent in the sensitivity analysis, including Cochran's Q and MR-Egger regression. Furthermore, reverse MR analysis suggested that BC did not exert a notable impact on PA.
Conclusions: Our findings suggest that engaging in leisure walking is associated with a reduced risk of ER+ BC. Nevertheless, additional research is warranted to comprehensively elucidate the underlying mechanisms and strengthen the causal relationship.
期刊介绍:
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