Qiao Dandi, Lange Christoph, Beaty Terri H, Crapo James D, Barnes Kathleen C, Bamshad Michael, Hersh Craig P, Morrow Jarrett, Pinto-Plata Victor M, Marchetti Nathaniel, Bueno Raphael, Celli Bartolome R, Criner Gerald J, Silverman Edwin K, Cho Michael H
1 Channing Division of Network Medicine.
2 Department of Biostatistics, Harvard School of Public Health, Boston, Massachusetts.
Am J Respir Crit Care Med. 2016 Jun 15;193(12):1353-63. doi: 10.1164/rccm.201506-1223OC.
Genomic regions identified by genome-wide association studies explain only a small fraction of heritability for chronic obstructive pulmonary disease (COPD). Alpha-1 antitrypsin deficiency shows that rare coding variants of large effect also influence COPD susceptibility. We hypothesized that exome sequencing in families identified through a proband with severe, early-onset COPD would identify additional rare genetic determinants of large effect.
To identify rare genetic determinants of severe COPD.
We applied filtering approaches to identify potential causal variants for COPD in whole exomes from 347 subjects in 49 extended pedigrees from the Boston Early-Onset COPD Study. We assessed the power of this approach under different levels of genetic heterogeneity using simulations. We tested genes identified in these families using gene-based association tests in exomes of 204 cases with severe COPD and 195 resistant smokers from the COPDGene study. In addition, we examined previously described loci associated with COPD using these datasets.
We identified 69 genes with predicted deleterious nonsynonymous, stop, or splice variants that segregated with severe COPD in at least two pedigrees. Four genes (DNAH8, ALCAM, RARS, and GBF1) also demonstrated an increase in rare nonsynonymous, stop, and/or splice mutations in cases compared with resistant smokers from the COPDGene study; however, these results were not statistically significant. We demonstrate the limitations of the power of this approach under genetic heterogeneity through simulation.
Rare deleterious coding variants may increase risk for COPD, but multiple genes likely contribute to COPD susceptibility.
全基因组关联研究确定的基因组区域仅解释了慢性阻塞性肺疾病(COPD)遗传力的一小部分。α-1抗胰蛋白酶缺乏症表明,具有较大效应的罕见编码变异也会影响COPD易感性。我们假设,通过患有严重早发性COPD的先证者确定的家族外显子组测序将识别出其他具有较大效应的罕见遗传决定因素。
识别严重COPD的罕见遗传决定因素。
我们应用筛选方法,从波士顿早发性COPD研究的49个扩展家系的347名受试者的全外显子组中识别COPD的潜在致病变异。我们使用模拟评估了该方法在不同遗传异质性水平下的效能。我们在COPDGene研究的204例严重COPD患者和195名抗性吸烟者的外显子组中,使用基于基因的关联测试对这些家族中识别出的基因进行了检测。此外,我们使用这些数据集检查了先前描述的与COPD相关的基因座。
我们识别出69个基因,这些基因具有预测的有害非同义、终止或剪接变异,且在至少两个家系中与严重COPD共分离。与COPDGene研究中的抗性吸烟者相比,四个基因(DNAH8、ALCAM、RARS和GBF1)在病例中也显示出罕见的非同义、终止和/或剪接突变增加;然而,这些结果无统计学意义。我们通过模拟证明了该方法在遗传异质性下的效能局限性。
罕见的有害编码变异可能会增加COPD风险,但多个基因可能共同影响COPD易感性。