Harvard-MIT Division of Health Sciences and Technology, Cambridge, MA, USA.
BMC Med Genet. 2010 Aug 10;11:122. doi: 10.1186/1471-2350-11-122.
Asthma is a chronic respiratory disease whose genetic basis has been explored for over two decades, most recently via genome-wide association studies. We sought to find asthma-susceptibility variants by using probands from a single population in both family-based and case-control association designs.
We used probands from the Childhood Asthma Management Program (CAMP) in two primary genome-wide association study designs: (1) probands were combined with publicly available population controls in a case-control design, and (2) probands and their parents were used in a family-based design. We followed a two-stage replication process utilizing three independent populations to validate our primary findings.
We found that single nucleotide polymorphisms with similar case-control and family-based association results were more likely to replicate in the independent populations, than those with the smallest p-values in either the case-control or family-based design alone. The single nucleotide polymorphism that showed the strongest evidence for association to asthma was rs17572584, which replicated in 2/3 independent populations with an overall p-value among replication populations of 3.5E-05. This variant is near a gene that encodes an enzyme that has been implicated to act coordinately with modulators of Th2 cell differentiation and is expressed in human lung.
Our results suggest that using probands from family-based studies in case-control designs, and combining results of both family-based and case-control approaches, may be a way to augment our ability to find SNPs associated with asthma and other complex diseases.
哮喘是一种慢性呼吸道疾病,其遗传基础已经被研究了二十多年,最近则是通过全基因组关联研究来探索。我们试图通过使用来自单一人群的先证者,在基于家族和病例对照的关联设计中找到哮喘易感变体。
我们使用来自儿童哮喘管理计划(CAMP)的先证者,在两个主要的全基因组关联研究设计中进行了研究:(1)将先证者与公开的人群对照病例对照设计相结合;(2)将先证者及其父母用于基于家族的设计。我们遵循两阶段复制过程,利用三个独立的人群来验证我们的主要发现。
我们发现,具有相似病例对照和基于家族关联结果的单核苷酸多态性更有可能在独立人群中复制,而那些在病例对照或基于家族的设计中单独具有最小 p 值的单核苷酸多态性则不太可能复制。与哮喘关联最强的单核苷酸多态性是 rs17572584,它在 2/3 的独立人群中复制,在复制人群中的总体 p 值为 3.5E-05。该变体位于编码一种酶的基因附近,该酶已被认为与 Th2 细胞分化的调节剂协同作用,并在人类肺部表达。
我们的结果表明,使用基于家族的研究中的先证者在病例对照设计中,并结合基于家族和病例对照方法的结果,可能是增强我们发现与哮喘和其他复杂疾病相关的 SNPs 的能力的一种方法。