川崎病冠状动脉对静脉注射丙种球蛋白反应的药物基因组学研究

Sadeep Shrestha, Howard William Wiener, Sabrina Chowdhury, Hidemi Kajimoto, Vinodh Srinivasasainagendra, Olga A Mamaeva, Ujval N Brahmbhatt, Dolena R Ledee, Yung Lau, Luz A Padilla, Jake Y. Chen, Nagib Dahdah, Hemant K Tiwari, Michael A. Portman
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We defined coronary aneurysm (CAA) (N = 234) as coronary z>2.5 and large coronary aneurysm (CAA/L) (N = 92) as z>5.0. We conducted logistic regression models to examine the association of genetic variants with CAA/L during acute KD and with persistence >6 weeks using an additive model between cases and 238 controls with no CAA. We adjusted for age, gender and three principal components of genetic ancestry. We performed functional mapping and annotation (FUMA) analysis and further assessed the predictive risk score of genomic risk loci using the area under the receiver operating characteristic curve (AUC). Results: The top significant variants associated with CAA/L were in the intergenic regions (rs62154092 p<6.32E-08 most significant). Variants in SMAT4, LOC100127, PTPRD, TCAF2 and KLRC2 were the most significant non-intergenic SNPs. FUMA identified 12 genomic risk loci with eQTL or chromatin interactions mapped to 48 genes. 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引用次数: 0

摘要

背景:川崎病(KD)是一种婴幼儿多系统炎症性疾病,可导致急性血管炎。病变的冠状动脉壁容易形成血栓和动脉瘤。尽管静脉注射丙种球蛋白(IVIG)治疗,但冠状动脉瘤(CAA)的发病机制尚不清楚。研究方法我们对接受 IVIG 治疗的不同种族 KD 患者队列进行了全基因组测序(WGS)关联分析,均采用 AHA 指南。我们将冠状动脉瘤(CAA)(N = 234)定义为冠状动脉z>2.5,将大冠状动脉瘤(CAA/L)(N = 92)定义为z>5.0。我们采用加法模型,在病例和 238 例无 CAA 的对照组之间建立了逻辑回归模型,以检验遗传变异与急性 KD 期间 CAA/L 以及持续 >6 周的关系。我们对年龄、性别和遗传祖先的三个主成分进行了调整。我们进行了功能图谱和注释(FUMA)分析,并使用接收者操作特征曲线下面积(AUC)进一步评估了基因组风险位点的预测风险评分。结果与CAA/L相关的最重要变异位于基因间区(rs62154092 p<6.32E-08最重要)。SMAT4、LOC100127、PTPRD、TCAF2 和 KLRC2 中的变异是最显著的非基因间 SNP。FUMA 发现了 12 个基因组风险位点,其 eQTL 或染色质相互作用映射到 48 个基因上。其中 NDUFA5 与 KD CAA 和 MICU 有关,ZMAT4 具有潜在的功能影响。使用这 12 个基因组风险位点进行遗传风险评分的 AUC 为 0.86。结论:这项药物基因组学研究深入揭示了 IVIG 治疗的 KD 患者 CAA/L 的发病机制。我们发现了多个与 CAA/L 相关的新型 SNPs 以及具有潜在功能影响的相关基因。该研究表明,基因组学有助于确定 CAA/L 的病因,从而指导 KD 患者的治疗并改善风险分层。
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Pharmacogenomics of Coronary Artery Response to Intravenous Gamma Globulin in Kawasaki Disease
Background: Kawasaki disease (KD) is a multisystem inflammatory illness of infants and young children that could result in acute vasculitis. The pathological walls of afflicted coronary arteries show propensity for forming thrombosis and aneurysms. The mechanism of coronary artery aneurysms (CAA) despite intravenous gamma globulin (IVIG) treatment is not known. Methods: We performed a Whole Genome Sequencing (WGS) association analysis in a racially diverse cohort of KD patients treated with IVIG, both using AHA guidelines. We defined coronary aneurysm (CAA) (N = 234) as coronary z>2.5 and large coronary aneurysm (CAA/L) (N = 92) as z>5.0. We conducted logistic regression models to examine the association of genetic variants with CAA/L during acute KD and with persistence >6 weeks using an additive model between cases and 238 controls with no CAA. We adjusted for age, gender and three principal components of genetic ancestry. We performed functional mapping and annotation (FUMA) analysis and further assessed the predictive risk score of genomic risk loci using the area under the receiver operating characteristic curve (AUC). Results: The top significant variants associated with CAA/L were in the intergenic regions (rs62154092 p<6.32E-08 most significant). Variants in SMAT4, LOC100127, PTPRD, TCAF2 and KLRC2 were the most significant non-intergenic SNPs. FUMA identified 12 genomic risk loci with eQTL or chromatin interactions mapped to 48 genes. Of these NDUFA5 has been implicated in KD CAA and MICU and ZMAT4 has potential functional implications. Genetic risk score using these 12 genomic risk loci yielded an AUC of 0.86. Conclusions: This pharmacogenomics study provides insights into the pathogenesis of CAA/L in IVIG-treated KD patients. We have identified multiple novel SNPs associated with CAA/L and related genes with potential functional implications. The study shows that genomics can help define cause of CAA/L to guide management and improve risk stratification of KD patients.
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