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特发性肺纤维化和间质性肺异常的多基因风险评分。

A Polygenic Risk Score for Idiopathic Pulmonary Fibrosis and Interstitial Lung Abnormalities.

机构信息

Division of Pulmonary and Critical Care Medicine, and.

Channing Division of Network Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.

出版信息

Am J Respir Crit Care Med. 2023 Oct 1;208(7):791-801. doi: 10.1164/rccm.202212-2257OC.

Abstract

In addition to rare genetic variants and the locus, common genetic variants contribute to idiopathic pulmonary fibrosis (IPF) risk. The predictive power of common variants outside the locus for IPF and interstitial lung abnormalities (ILAs) is unknown. We tested the predictive value of IPF polygenic risk scores (PRSs) with and without the region on IPF, ILA, and ILA progression. We developed PRSs that included (PRS-M5B) and excluded (PRS-NO-M5B) the region (500-kb window around rs35705950-T) using an IPF genome-wide association study. We assessed PRS associations with area under the receiver operating characteristic curve (AUC) metrics for IPF, ILA, and ILA progression. We included 14,650 participants (1,970 IPF; 1,068 ILA) from six multi-ancestry population-based and case-control cohorts. In cases excluded from genome-wide association study, the PRS-M5B (odds ratio [OR] per SD of the score, 3.1;  = 7.1 × 10) and PRS-NO-M5B (OR per SD, 2.8;  = 2.5 × 10) were associated with IPF. Participants in the top PRS-NO-M5B quintile had ∼sevenfold odds for IPF compared with those in the first quintile. A clinical model predicted IPF (AUC, 0.61); rs35705950-T and PRS-NO-M5B demonstrated higher AUCs (0.73 and 0.7, respectively), and adding both genetic predictors to a clinical model yielded the highest performance (AUC, 0.81). The PRS-NO-M5B was associated with ILA (OR, 1.25) and ILA progression (OR, 1.16) in European ancestry participants. A common genetic variant risk score complements the variant to identify individuals at high risk of interstitial lung abnormalities and pulmonary fibrosis.

摘要

除了罕见的遗传变异和 位点,常见的遗传变异也会导致特发性肺纤维化(IPF)的发病风险。 位点以外的常见变异对 IPF 和间质性肺异常(ILA)的预测能力尚不清楚。 我们测试了包含和不包含 区域的 IPF 多基因风险评分(PRS)对 IPF、ILA 和 ILA 进展的预测价值。 我们使用 IPF 全基因组关联研究开发了包含(PRS-M5B)和排除(PRS-NO-M5B) 区域(rs35705950-T 周围 500-kb 窗口)的 PRS。我们评估了 PRS 与 IPF、ILA 和 ILA 进展的接收者操作特征曲线(ROC)下面积(AUC)指标的相关性。 我们纳入了来自六个多血统基于人群和病例对照队列的 14650 名参与者(1970 名 IPF;1068 名 ILA)。在从全基因组关联研究中排除的病例中,PRS-M5B(评分每标准差的优势比[OR],3.1;=7.1×10)和 PRS-NO-M5B(OR 每标准差,2.8;=2.5×10)与 IPF 相关。PRS-NO-M5B 五分位数最高的参与者患 IPF 的可能性约为五分位数最低的参与者的 7 倍。一个临床模型预测 IPF(AUC,0.61);rs35705950-T 和 PRS-NO-M5B 显示出更高的 AUC(分别为 0.73 和 0.7),将这两种遗传预测因子添加到临床模型中可获得最高的性能(AUC,0.81)。PRS-NO-M5B 与欧洲血统参与者的 ILA(OR,1.25)和 ILA 进展(OR,1.16)相关。 常见的遗传变异风险评分补充了 变异,以识别患有间质性肺异常和肺纤维化的高风险个体。

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