Centre for Clinical Epidemiology, Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.
Quantitative Life Sciences Program, McGill University, Montreal, QC, Canada.
Genet Med. 2021 Mar;23(3):508-515. doi: 10.1038/s41436-020-01007-7. Epub 2020 Oct 28.
Identifying rare genetic causes of common diseases can improve diagnostic and treatment strategies, but incurs high costs. We tested whether individuals with common disease and low polygenic risk score (PRS) for that disease generated from less expensive genome-wide genotyping data are more likely to carry rare pathogenic variants.
We identified patients with one of five common complex diseases among 44,550 individuals who underwent exome sequencing in the UK Biobank. We derived PRS for these five diseases, and identified pathogenic rare variant heterozygotes. We tested whether individuals with disease and low PRS were more likely to carry rare pathogenic variants.
While rare pathogenic variants conferred, at most, 5.18-fold (95% confidence interval [CI]: 2.32-10.13) increased odds of disease, a standard deviation increase in PRS, at most, increased the odds of disease by 5.25-fold (95% CI: 5.06-5.45). Among diseased patients, a standard deviation decrease in the PRS was associated with, at most, 2.82-fold (95% CI: 1.14-7.46) increased odds of identifying rare variant heterozygotes.
Rare pathogenic variants were more prevalent among affected patients with a low PRS. Therefore, prioritizing individuals for sequencing who have disease but low PRS may increase the yield of sequencing studies to identify rare variant heterozygotes.
确定常见疾病的罕见遗传病因可以改善诊断和治疗策略,但成本高昂。我们测试了是否患有常见疾病且该疾病的低多基因风险评分(PRS)来自成本较低的全基因组基因分型数据的个体更有可能携带罕见的致病性变异。
我们在 UK Biobank 中对 44550 名接受外显子组测序的个体中,鉴定出患有五种常见复杂疾病之一的患者。我们为这五种疾病推导了 PRS,并确定了致病性罕见变异杂合子。我们测试了患有疾病且 PRS 较低的个体是否更有可能携带罕见的致病性变异。
虽然罕见的致病性变异最多可将疾病的几率增加 5.18 倍(95%置信区间[CI]:2.32-10.13),但 PRS 的标准偏差增加最多可将疾病的几率增加 5.25 倍(95% CI:5.06-5.45)。在患病患者中,PRS 的标准偏差降低最多可使罕见变异杂合子的几率增加 2.82 倍(95% CI:1.14-7.46)。
低 PRS 的患病患者中更常见罕见的致病性变异。因此,优先对患有疾病但 PRS 较低的个体进行测序可能会增加测序研究以识别罕见变异杂合子的产量。