Thakkinstian Ammarin, D'Este Catherine, Attia John
Clinical Epidemiology Unit, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Rama 6 Rd, 10400, Bangkok, Thailand.
Osteoporos Int. 2004 Sep;15(9):729-34. doi: 10.1007/s00198-004-1601-x. Epub 2004 Apr 1.
Although many studies have addressed the relationship between multiple individual polymorphisms in the vitamin D receptor (VDR) gene and bone health, few have analyzed this data in terms of haplotypes. We performed a meta-analysis of studies with data on the BsmI, ApaI, and TaqI polymorphisms in order to (a) estimate haplotype frequencies, (b) determine linkage disequilibrium (LD), and (c) estimate the magnitude of the association between haplotypes and osteoporosis/bone mineral density (BMD).
Haplotypes were inferred using the expectation-maximization algorithm (EM); log-linear models were used to determine association with osteoporosis; and regression analysis with variance components was used to determine association with BMD.
Our results indicate that the most common haplotype for the VDR gene, regardless of ethnicity, is baT, followed by BAt and bAT in Caucasians, and bAT and BaT in Asians. This indicates strong LD between the BsmI and TaqI polymorphisms. We demonstrate a gain in power when considering the haplotypes rather than the individual polymorphisms separately, i.e., although BsmI, ApaI, and TaqI were not significantly associated with osteoporosis on their own, the haplotypes Bat and BAt were significantly associated, with an OR of approximately 4.
We have applied haplotype analysis to the VDR polymorphisms and bone measures. We also highlight a number of methodologic issues, including linkage disequilibrium, the robustness of the EM algorithm in this context, and the potential for exploring effect modification.
尽管许多研究探讨了维生素D受体(VDR)基因中多个个体多态性与骨骼健康之间的关系,但很少有研究从单倍型角度分析这些数据。我们对有关BsmI、ApaI和TaqI多态性数据的研究进行了荟萃分析,目的是:(a)估计单倍型频率;(b)确定连锁不平衡(LD);(c)估计单倍型与骨质疏松症/骨矿物质密度(BMD)之间关联的强度。
使用期望最大化算法(EM)推断单倍型;使用对数线性模型确定与骨质疏松症的关联;使用方差成分回归分析确定与BMD的关联。
我们的结果表明,无论种族如何,VDR基因最常见的单倍型是baT,在白种人中其次是BAt和bAT,在亚洲人中是bAT和BaT。这表明BsmI和TaqI多态性之间存在强连锁不平衡。我们证明,与单独考虑个体多态性相比,考虑单倍型时检验效能有所提高,即虽然BsmI、ApaI和TaqI各自与骨质疏松症无显著关联,但单倍型Bat和BAt与骨质疏松症显著相关,比值比约为4。
我们将单倍型分析应用于VDR多态性和骨骼测量。我们还强调了一些方法学问题,包括连锁不平衡、EM算法在此背景下的稳健性以及探索效应修饰的可能性。