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王嘉琪, 唐伟, 黄晓, 符德元. 孟德尔随机化探究Omega-3脂肪酸与乳腺癌发病风险的因果关系[J]. 肿瘤防治研究, 2024, 51(7): 567-572. DOI: 10.3971/j.issn.1000-8578.2024.23.1053
引用本文: 王嘉琪, 唐伟, 黄晓, 符德元. 孟德尔随机化探究Omega-3脂肪酸与乳腺癌发病风险的因果关系[J]. 肿瘤防治研究, 2024, 51(7): 567-572. DOI: 10.3971/j.issn.1000-8578.2024.23.1053
WANG Jiaqi, TANG Wei, HUANG Xiao, FU Deyuan. Causal Association Between Omega-3 Fatty Acids and Risk of Breast Cancer: A Mendelian Randomization Study[J]. Cancer Research on Prevention and Treatment, 2024, 51(7): 567-572. DOI: 10.3971/j.issn.1000-8578.2024.23.1053
Citation: WANG Jiaqi, TANG Wei, HUANG Xiao, FU Deyuan. Causal Association Between Omega-3 Fatty Acids and Risk of Breast Cancer: A Mendelian Randomization Study[J]. Cancer Research on Prevention and Treatment, 2024, 51(7): 567-572. DOI: 10.3971/j.issn.1000-8578.2024.23.1053

孟德尔随机化探究Omega-3脂肪酸与乳腺癌发病风险的因果关系

Causal Association Between Omega-3 Fatty Acids and Risk of Breast Cancer: A Mendelian Randomization Study

  • 摘要:
    目的 利用孟德尔随机化方法分析Omega-3脂肪酸与乳腺癌发病风险的因果关联。
    方法 对Omega-3脂肪酸与乳腺癌全基因组关联研究(GWASs)数据进行分析,筛选出与Omega-3脂肪酸相关的遗传位点作为工具变量(IVs)。使用逆方差加权(IVW)、MR-Egger、加权中位数、简单模式和加权模式等孟德尔随机化分析方法对Omega-3脂肪酸和乳腺癌发病风险间的因果关系进行评估。
    结果 共筛选出47个与Omega-3脂肪酸强相关的SNPs作为工具变量,IVW等分析方法均显示Omega-3脂肪酸与乳腺癌的发病风险间不存在因果关联(P>0.05)。MR-Egger回归分析等方法均未检测到明显的基因水平多效性(P=0.319),表明分析结果具有较高的敏感性和稳健性。
    结论 Omega-3脂肪酸与乳腺癌发病风险之间无因果关联。

     

    Abstract:
    Objective To explore the causal relationship between Omega-3 fatty acids and the risk of breast cancer via Mendelian randomization analysis.
    Methods Analysis was conducted on data from genome-wide association studies (GWASs) on Omega-3 fatty acids and breast cancer. The selected instrumental variables (IVs) comprised genetic loci associated with Omega-3 fatty acids. Various Mendelian randomization analysis methods, including inverse-variance weighted (IVW) method, MR–Egger regression analysis, weighted median, simple models, and weighted models, were used to evaluate the causal relationship between Omega-3 fatty acids and the risk of breast cancer.
    Results A total of 47 single-nucleotide polymorphisms strongly associated with Omega-3 fatty acids were selected as IVs. The analysis methods, including IVW method, revealed no causal relationship between Omega-3 fatty acids and the risk of breast cancer (P>0.05). Analysis methods, such as MR-Egger regression analysis, did not detect significant gene-level pleiotropy (P=0.319), which indicates the high sensitivity and robustness of analysis results.
    Conclusion The findings of this study suggest the absence of a causal relationship between Omega-3 fatty acids and the risk of breast cancer.

     

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