Pouladi Nima, Bime Christian, Garcia Joe G N, Lussier Yves A
Department of Medicine, University of Arizona, Tucson, Ariz; Center for Biomedical Informatics and Biostatistics, University of Arizona, Tucson, Ariz; BIO5 Institute, University of Arizona, Tucson, Ariz.
University of Arizona Health Sciences Center, University of Arizona, Tucson, Ariz; Arizona Respiratory Center, University of Arizona, Tucson, Ariz.
Transl Res. 2016 Feb;168:22-39. doi: 10.1016/j.trsl.2015.04.016. Epub 2015 May 7.
The advent of high-throughput technologies has provided exceptional assistance for lung scientists to discover novel genetic variants underlying the development and progression of complex lung diseases. However, the discovered variants thus far do not explain much of the estimated heritability of complex lung diseases. Here, we review the literature of successfully used genome-wide association studies (GWASs) and identified the polymorphisms that reproducibly underpin the susceptibility to various noncancerous complex lung diseases or affect therapeutic responses. We also discuss the inherent limitations of GWAS approaches and how the use of next-generation sequencing technologies has furthered our understanding about the genetic determinants of these diseases. Next, we describe the contribution of the metagenomics to understand the interactions of the airways microbiome with lung diseases. We then highlight the urgent need for new integrative genomics-phenomics methods to more effectively interrogate and understand multiple downstream "omics" (eg, chromatin modification patterns). Finally, we address the scarcity of genetic studies addressing under-represented populations such as African Americans and Hispanics.
高通量技术的出现为肺部科学家发现复杂肺部疾病发生和发展背后的新基因变异提供了极大的帮助。然而,迄今为止发现的变异并不能解释复杂肺部疾病估计遗传度的很大一部分。在此,我们回顾了成功应用全基因组关联研究(GWAS)的文献,并确定了可重复支撑各种非癌性复杂肺部疾病易感性或影响治疗反应的多态性。我们还讨论了GWAS方法的固有局限性,以及下一代测序技术的应用如何进一步加深了我们对这些疾病遗传决定因素的理解。接下来,我们描述宏基因组学在理解气道微生物群与肺部疾病相互作用方面的贡献。然后,我们强调迫切需要新的整合基因组学 - 表型组学方法,以更有效地探究和理解多个下游“组学”(例如,染色质修饰模式)。最后,我们讨论了针对非裔美国人和西班牙裔等代表性不足人群的遗传研究稀缺问题。