Prediction for Intravenous Immunoglobulin Resistance by Using Weighted Genetic Risk Score Identified From Genome-Wide Association Study in Kawasaki Disease.

Ho-Chang Kuo, Henry Sung-Ching Wong, Wei-Pin Chang, Ben-Kuen Chen, Mei-Shin Wu, Kuender D Yang, Kai-Sheng Hsieh, Yu-Wen Hsu, Shih-Feng Liu, Xiao Liu, Wei-Chiao Chang
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引用次数: 29

Abstract

Background: Intravenous immunoglobulin (IVIG) is the treatment of choice in Kawasaki disease (KD). IVIG is used to prevent cardiovascular complications related to KD. However, a proportion of KD patients have persistent fever after IVIG treatment and are defined as IVIG resistant.

Methods and results: To develop a risk scoring system based on genetic markers to predict IVIG responsiveness in KD patients, a total of 150 KD patients (126 IVIG responders and 24 IVIG nonresponders) were recruited for this study. A genome-wide association analysis was performed to compare the 2 groups and identified risk alleles for IVIG resistance. A weighted genetic risk score was calculated by the natural log of the odds ratio multiplied by the number of risk alleles. Eleven single-nucleotide polymorphisms were identified by genome-wide association study. The KD patients were categorized into 3 groups based on their calculated weighted genetic risk score. Results indicated a significant association between weighted genetic risk score (groups 3 and 4 versus group 1) and the response to IVIG (Fisher's exact P value 4.518×10-03 and 8.224×10-10, respectively).

Conclusions: This is the first weighted genetic risk score study based on a genome-wide association study in KD. The predictive model integrated the additive effects of all 11 single-nucleotide polymorphisms to provide a prediction of the responsiveness to IVIG.

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川崎病全基因组关联研究加权遗传风险评分预测静脉注射免疫球蛋白耐药
背景:静脉注射免疫球蛋白(IVIG)是川崎病(KD)的首选治疗方法。IVIG用于预防与KD相关的心血管并发症。然而,一定比例的KD患者在IVIG治疗后持续发热,并被定义为IVIG耐药。方法和结果:为了建立一个基于遗传标记的风险评分系统来预测KD患者的IVIG反应性,本研究共招募了150名KD患者(126名IVIG应答者和24名IVIG无应答者)。进行全基因组关联分析比较两组,并确定IVIG耐药的危险等位基因。加权遗传风险评分由优势比的自然对数乘以风险等位基因的数量来计算。通过全基因组关联研究鉴定出11个单核苷酸多态性。根据计算的加权遗传风险评分将KD患者分为3组。结果显示加权遗传风险评分(第3组和第4组相对于第1组)与IVIG疗效之间存在显著关联(Fisher精确P值分别为4.518×10-03和8.224×10-10)。结论:这是基于KD全基因组关联研究的首个加权遗传风险评分研究。该预测模型整合了所有11个单核苷酸多态性的加性效应,以提供对IVIG反应性的预测。
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来源期刊
Circulation: Cardiovascular Genetics
Circulation: Cardiovascular Genetics CARDIAC & CARDIOVASCULAR SYSTEMS-GENETICS & HEREDITY
自引率
0.00%
发文量
0
审稿时长
6-12 weeks
期刊介绍: Circulation: Genomic and Precision Medicine considers all types of original research articles, including studies conducted in human subjects, laboratory animals, in vitro, and in silico. Articles may include investigations of: clinical genetics as applied to the diagnosis and management of monogenic or oligogenic cardiovascular disorders; the molecular basis of complex cardiovascular disorders, including genome-wide association studies, exome and genome sequencing-based association studies, coding variant association studies, genetic linkage studies, epigenomics, transcriptomics, proteomics, metabolomics, and metagenomics; integration of electronic health record data or patient-generated data with any of the aforementioned approaches, including phenome-wide association studies, or with environmental or lifestyle factors; pharmacogenomics; regulation of gene expression; gene therapy and therapeutic genomic editing; systems biology approaches to the diagnosis and management of cardiovascular disorders; novel methods to perform any of the aforementioned studies; and novel applications of precision medicine. Above all, we seek studies with relevance to human cardiovascular biology and disease.
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