Liu Mohan, Goss Paul E, Ingle James N, Kubo Michiaki, Furukawa Yoichi, Batzler Anthony, Jenkins Gregory D, Carlson Erin E, Nakamura Yusuke, Schaid Daniel J, Chapman Judy-Anne W, Shepherd Lois E, Ellis Matthew J, Khosla Sundeep, Wang Liewei, Weinshilboum Richard M
Division of Clinical Pharmacology (M.L., L.W., R.M.W.), Department of Molecular Pharmacology and Experimental Therapeutics; Departments of Oncology (J.N.I.) and Health Sciences Research (A.B., G.D.J., E.E.C., D.J.S.); and Division of Endocrinology (S.K.), Mayo Clinic, Rochester, Minnesota 55905; Massachusetts General Hospital (P.E.G.), Harvard University, Boston, Massachusetts 02114; Rikagaku Kenkyūsho Center for Integrative Medical Science (M.K., Y.F.), Yokohama, Japan 230-0045; School of Medicine (Y.N.), Chicago University, Chicago, Illinois 60637; National Cancer Institute of Canada Clinical Trials Group (J.-A.W.C., L.E.S.), Kingston, Ontario, Canada K7L 3N6; and Division of Oncology (M.J.E.), Department of Medicine, Washington University School of Medicine, St Louis, Missouri 63110.
Mol Endocrinol. 2014 Oct;28(10):1740-51. doi: 10.1210/me.2014-1147. Epub 2014 Aug 22.
Bone fractures are a major consequence of osteoporosis. There is a direct relationship between serum estrogen concentrations and osteoporosis risk. Aromatase inhibitors (AIs) greatly decrease serum estrogen levels in postmenopausal women, and increased incidence of fractures is a side effect of AI therapy. We performed a discovery case-cohort genome-wide association study (GWAS) using samples from 1071 patients, 231 cases and 840 controls, enrolled in the MA.27 breast cancer AI trial to identify genetic factors involved in AI-related fractures, followed by functional genomic validation. Association analyses identified 20 GWAS single nucleotide polymorphism (SNP) signals with P < 5E-06. After removal of signals in gene deserts and those composed entirely of imputed SNPs, we applied a functional validation "decision cascade" that resulted in validation of the CTSZ-SLMO2-ATP5E, TRAM2-TMEM14A, and MAP4K4 genes. These genes all displayed estradiol (E2)-dependent induction in human fetal osteoblasts transfected with estrogen receptor-α, and their knockdown altered the expression of known osteoporosis-related genes. These same genes also displayed SNP-dependent variation in E2 induction that paralleled the SNP-dependent induction of known osteoporosis genes, such as osteoprotegerin. In summary, our case-cohort GWAS identified SNPs in or near CTSZ-SLMO2-ATP5E, TRAM2-TMEM14A, and MAP4K4 that were associated with risk for bone fracture in estrogen receptor-positive breast cancer patients treated with AIs. These genes displayed E2-dependent induction, their knockdown altered the expression of genes related to osteoporosis, and they displayed SNP genotype-dependent variation in E2 induction. These observations may lead to the identification of novel mechanisms associated with fracture risk in postmenopausal women treated with AIs.
骨折是骨质疏松症的主要后果。血清雌激素浓度与骨质疏松症风险之间存在直接关系。芳香化酶抑制剂(AIs)可大幅降低绝经后女性的血清雌激素水平,而骨折发生率增加是AI治疗的一种副作用。我们利用参与MA.27乳腺癌AI试验的1071例患者(231例病例和840例对照)的样本进行了一项探索性病例队列全基因组关联研究(GWAS),以确定与AI相关骨折有关的遗传因素,随后进行功能基因组验证。关联分析确定了20个全基因组关联研究单核苷酸多态性(SNP)信号,其P值<5×10⁻⁶。在去除基因沙漠中的信号以及完全由推算SNP组成的信号后,我们应用了一个功能验证“决策级联”,结果验证了CTSZ-SLMO2-ATP5E、TRAM2-TMEM14A和MAP4K4基因。这些基因在用雌激素受体-α转染的人胎儿成骨细胞中均表现出雌二醇(E2)依赖性诱导,并且它们的敲低改变了已知骨质疏松症相关基因的表达。这些相同的基因在E2诱导中也表现出SNP依赖性变异,这与已知骨质疏松症基因(如骨保护素)的SNP依赖性诱导相似。总之,我们的病例队列GWAS在CTSZ-SLMO2-ATP5E、TRAM2-TMEM14A和MAP4K4基因内部或附近鉴定出与接受AI治疗的雌激素受体阳性乳腺癌患者骨折风险相关的SNP。这些基因表现出E2依赖性诱导,它们的敲低改变了与骨质疏松症相关基因的表达,并且它们在E2诱导中表现出SNP基因型依赖性变异。这些观察结果可能会导致识别出与接受AI治疗的绝经后女性骨折风险相关的新机制。