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他汀类药物对乳腺癌保护作用的孟德尔随机化研究

Mendelian Randomized Study of Protective Effect of Statins on Breast Cancer

  • 摘要:
    目的 旨在从遗传学角度探讨他汀类药物对乳腺癌的保护作用。
    方法 从既往的表达数量性状基因座(eQTL)研究中提取他汀类药物靶基因HMGCR及其他五种胆固醇调控基因(LDLR、PCSK9、ABCG8、APOB及NPC1L1)的工具变量;以这些工具变量预测的胆固醇调控基因作为暴露因素,采用基于汇总数据的孟德尔随机化法(SMR)探讨暴露因素对全部乳腺癌、雌激素受体阳性(ER+)乳腺癌及ER−乳腺癌发病风险的遗传影响。从既往人类全基因组关联研究(GWAS)中提取总胆固醇(TC)、低密度脂蛋白胆固醇(LDL-C)及非高密度脂蛋白胆固醇(non-HDL-C)的工具变量,限定这些变量在染色体上位于上述胆固醇调控基因周围100 kb范围内,从而使这些工具变量可预测上述胆固醇相关基因调控下的TC、LDL-C或non-HDL-C水平,并以此作为暴露因素;采用两样本孟德尔随机化法(IVW、MR-PRESSO及MR-Egger)探讨暴露因素对全部乳腺癌、ER+乳腺癌及ER−乳腺癌发病风险的遗传影响。
    结果 SMR分析报告显示,HMGCR表达升高与全部乳腺癌及ER+乳腺癌的发病风险增加显著相关(P=0.044,P=0.039),但与ER−乳腺癌的发病风险变化无显著相关性(P=0.190);其他五种调控基因与全部乳腺癌、ER+乳腺癌及ER−乳腺癌的发病风险变化均无显著相关性(均P>0.05)。IVW分析报告显示,在HMGCR的调控下,外周血TC、LDL-C及nonHDL-C水平升高显著增加全部乳腺癌发病风险(P=1.160e-05,P=1.248e-05,P=1.869e-05),亦显著增加ER+乳腺癌发病风险(P=3.181e-04,P=2.231e-04,P=3.520e-04),但与ER−乳腺癌的发病风险变化无关(P=0.062,P=0.133,P=0.055)。MR-PRESSO和MR-Egger分析结果支持IVW结果。
    结论 他汀类药物的使用可在基因水平上降低ER+乳腺癌的发病风险,而对ER−乳腺癌无此类保护作用。

     

    Abstract:
    Objective To genetically investigate the protective effects of statins on breast cancer.
    Methods Instrumental variables for the statin target gene HMGCR and five other cholesterol-regulated genes (LDLR, PCSK9, ABCG8, APOB, and NPC1L1) were obtained from previous expression quantitative trait locus (eQTL) studies. Cholesterol-regulated genes predicted by these instrumental variables served as the exposure factors. Mendelian randomization based on pooled data (SMR) was conducted to explore the genetic effects of exposure factors on the incidence risk of all breast cancers, ER+ breast cancer, and ER-breast cancer. Instrumental variables for total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), and non-high-density lipoprotein cholesterol (non-HDL-C) were derived from a previous human genome-wide association study and restricted to be chromosomally located within 100 kb of the above cholesterol regulatory genes; the instrumental variables could predict TC, LDL-C, or non-HDL-C levels under the regulation of the abovementioned cholesterol-associated genes which were used as exposure factors. Two-sample Mendelian randomization (IVW, MR-PRESSO, and MR-Egger) was used to explore the genetic effects of exposure factors on the risk of all breast cancers, ER+ breast cancer, and ER− breast cancer.
    Results SMR analysis reported that elevated HMGCR expression was significantly associated with the increased incidence risk of all breast cancers and ER+ breast cancer (P=0.044 and P=0.039, respectively) but not with the change in incidence risk of ER− breast cancer (P=0.190); the other five regulatory genes were not significantly correlated with the change in incidence risk of all breast cancers, ER+ breast cancer, and ER− breast cancer (all P>0.05). IVW analysis reported that under the regulation of HMGCR, elevated levels of peripheral TC, LDL-C, and non-HDL-C significantly increased the incidence risk of all breast cancers (P=1.160e-05, P=1.248e-05, and P=1.869e-05) and the incidence risk of ER+ breast cancer (P=3.181e-04, P=2.231e-04, and P=3.520e-04), but they were not associated with a change in the incidence risk of ER− breast cancer (P=0.062, P=0.133, and P=0.055). The results of MR-PRESSO and MR-Egger analyses supported the IVW results.
    Conclusion Statins could reduce the incidence risk of ER+ breast cancer at the genetic level, but there is no such protective effects on ER− breast cancer.

     

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