Division of Epidemiology and Biostatistics, Mel and Enid Zuckerman College of Public Health, University of Arizona Tucson, AZ, USA.
Front Genet. 2013 Sep 9;4:174. doi: 10.3389/fgene.2013.00174. eCollection 2013.
Asthma and chronic obstructive pulmonary disease (COPD) are major worldwide health problems. Pulmonary function testing is a useful diagnostic tool for these diseases, and is known to be influenced by genetic and environmental factors. Previous studies have demonstrated that a substantial proportion of the variation in pulmonary function phenotypes can be explained by familial relationships. The availability of whole-genome single nucleotide polymorphism (SNP) data enables us to further evaluate the extent to which genetic factors account for variation in pulmonary function and to compare pedigree- to SNP-based estimates of heritability. Here, we employ methods developed in the animal breeding field to estimate the heritability of forced expiratory volume in one second (FEV1), forced vital capacity (FVC), and the ratio of these two measures (FEV1/FVC) among subjects in the Framingham Heart Study dataset. We compare heritability estimates based on pedigree-based relationships to those based on genome-wide SNPs. We find that, in a family-based study, estimates of heritability using SNP data are nearly identical to estimates based on pedigree information, and range from 0.50 for FEV1 to 0.66 for FEV1/FVC. Therefore, we conclude that genetic factors account for a sizable proportion of inter-individual differences in pulmonary function, and that estimates of heritability based on SNP data are nearly identical to estimates based on pedigree data. Finally, our findings suggest a higher heritability for FEV1/FVC compared to either FEV1 or FVC.
哮喘和慢性阻塞性肺疾病(COPD)是全球性的主要健康问题。肺功能测试是这些疾病的一种有用的诊断工具,已知其受到遗传和环境因素的影响。先前的研究表明,肺功能表型的很大一部分变异可以用家族关系来解释。全基因组单核苷酸多态性(SNP)数据的可用性使我们能够进一步评估遗传因素在多大程度上解释了肺功能的变化,并比较基于系谱和基于 SNP 的遗传力估计值。在这里,我们采用动物育种领域开发的方法来估计弗雷明汉心脏研究数据集(Framingham Heart Study dataset)中个体的一秒用力呼气容积(FEV1)、用力肺活量(FVC)和这两个指标的比值(FEV1/FVC)的遗传力。我们将基于系谱关系的遗传力估计值与基于全基因组 SNP 的遗传力估计值进行比较。我们发现,在基于家族的研究中,使用 SNP 数据估计的遗传力与基于系谱信息的估计值几乎相同,范围从 FEV1 的 0.50 到 FEV1/FVC 的 0.66。因此,我们得出结论,遗传因素在肺功能个体差异中占相当大的比例,并且基于 SNP 数据的遗传力估计值与基于系谱数据的估计值几乎相同。最后,我们的研究结果表明,FEV1/FVC 的遗传力高于 FEV1 或 FVC。