The Key Laboratory of Biomedical Information Engineering of Ministry of Education, and Institute of Molecular Genetics, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, Shaanxi, China.
J Hum Genet. 2010 Jul;55(7):441-7. doi: 10.1038/jhg.2010.44. Epub 2010 May 7.
Recent success of genome-wide association studies (GWASs) on human height variation emphasized the effects of individual loci or genes. In this study, we used a developed pathway-based approach to further test biological pathways for potential association with stature, by examining approximately 370,000 single-nucleotide polymorphisms (SNPs) across the human genome in 618 unrelated elder Han Chinese. A total of 626 biological pathways annotated by any of the three major public pathway databases (KEGG, BioCarta and Ambion GeneAssist Pathway Atlas) were tested. The regulation-of-autophagy (ROA) (nominal P=0.012) pathway was marginally significantly associated with human stature after our family wise error rate multiple-testing correction. We also used 1000 random recruited US whites for further replication. Interestingly, the ROA pathway presented the strongest signals in whites for height variation (nominal P=0.002). The results correspond to biological roles of the ROA pathway in human long bone development and growth. Our findings also implied that multiple-genetic factors may work jointly as a functional unit (pathway), and the traditional GWASs could have missed important genetic information imbedded in those less significant markers.
最近全基因组关联研究(GWAS)在人类身高变异方面取得的成功强调了个体基因座或基因的作用。在这项研究中,我们使用了一种已开发的基于途径的方法,通过检查 618 名无血缘关系的汉族老年人全基因组中约 370,000 个单核苷酸多态性(SNP),进一步测试与身高相关的潜在生物学途径。共测试了三个主要公共途径数据库(KEGG、BioCarta 和 Ambion GeneAssist 途径图谱)中的任何一个注释的 626 个生物学途径。经过我们的全基因组错误率多重检验校正,自噬调控(ROA)途径(名义 P=0.012)与人类身高呈边缘显著相关。我们还使用了 1000 名随机招募的美国白人进行进一步验证。有趣的是,ROA 途径在白人身高变异方面表现出最强的信号(名义 P=0.002)。这些结果与 ROA 途径在人类长骨发育和生长中的生物学作用相对应。我们的研究结果还表明,多个遗传因素可能作为一个功能单元(途径)共同作用,而传统的 GWAS 可能错过了那些不太显著的标记中嵌入的重要遗传信息。