Department of Pediatrics, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan; Kawasaki Disease Center, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan; Department of Pediatrics, Chiayi Chang Gung Memorial Hospital, Taiwan.
Department of Nursing, Chang Gung University of Science and Technology, Chiayi, Taiwan; Research Center for Industry of Human Ecology, Research Center for Chinese Herbal Medicine, College of Human Ecology, Chang Gung University of Science and Technology, Taoyuan, Taiwan; Chronic Diseases and Health Promotion Research Center, CGUST, Chiayi, Taiwan.
J Mol Cell Cardiol. 2018 Apr;117:82-87. doi: 10.1016/j.yjmcc.2018.02.017. Epub 2018 Mar 2.
Kawasaki disease (KD) is the most common coronary vasculitis to appear in children with anemia and has been associated with elevated plasma hepcidin levels. We recruited a total of 241 cases, including 18 KD patients, who were tested both prior to receiving intravenous immunoglobulin (IVIG) and at least 3 weeks after IVIG treatment, and 18 febrile controls, who were observed in the Illumina HumanMethylation450 BeadChip study for their CpG markers. The remaining cases consisted of another 92 KD patients and 113 controls that were used for validation by pyrosequencing. We performed a genetic functional study using Luciferase assays. A support vector machine (SVM) classification model was adopted to identify KD patients and control subjects. In this study, KD patients clearly demonstrated a significantly epigenetic hypomethylation of HAMP promoter compared to controls. After receiving IVIG treatment, the hypomethylation status in KD patients was restored, and we observed a significant opposite tendency between the DNA methylation of target CpG sites (cg23677000 and cg04085447) and the hepcidin level. Furthermore, reporter gene assays were used to detect target CpG sites, the methylation of which displayed decreased levels of HAMP gene expression. Of particular note, we developed a SVM classification model with a 90.9% sensitivity, a 91.9% specificity, and 0.94 auROC in the training set. An independent blind cohort also had good performance (96.1% sensitivity and 89.7% specificity). In this study, we demonstrate HAMP promoter hypomethylation, which upregulates hepcidin expression in KD patients. Furthermore, the reliability and robustness of our SVM classification model can accurately serve as KD biomarkers.
川崎病(KD)是儿童中最常见的冠状动脉血管炎,与升高的血浆hepcidin 水平有关。我们共招募了 241 例患者,包括 18 例 KD 患者,他们在接受静脉注射免疫球蛋白(IVIG)治疗前和 IVIG 治疗后至少 3 周进行了检测,以及 18 例发热对照组,他们在 Illumina HumanMethylation450 BeadChip 研究中观察了 CpG 标志物。其余病例包括另外 92 例 KD 患者和 113 例对照组,用于焦磷酸测序验证。我们使用荧光素酶检测进行了遗传功能研究。采用支持向量机(SVM)分类模型来识别 KD 患者和对照组。在这项研究中,KD 患者的 HAMP 启动子明显表现出明显的表观低甲基化,与对照组相比。接受 IVIG 治疗后,KD 患者的低甲基化状态得到恢复,并且我们观察到目标 CpG 位点(cg23677000 和 cg04085447)的 DNA 甲基化与 hepcidin 水平之间存在明显的相反趋势。此外,我们使用报告基因检测来检测靶 CpG 位点,发现其甲基化水平降低,导致 HAMP 基因表达水平降低。值得注意的是,我们在训练集中开发了一种 SVM 分类模型,其具有 90.9%的敏感性、91.9%的特异性和 0.94 的 auROC。独立的盲法队列也表现良好(96.1%的敏感性和 89.7%的特异性)。在这项研究中,我们证明了 KD 患者 HAMP 启动子低甲基化,上调了 hepcidin 的表达。此外,我们的 SVM 分类模型的可靠性和稳健性可以准确地作为 KD 的生物标志物。