PMID- 29025760 OWN - NLM STAT- MEDLINE DCOM- 20180601 LR - 20181113 IS - 1942-3268 (Electronic) IS - 1942-325X (Print) IS - 1942-3268 (Linking) VI - 10 IP - 5 DP - 2017 Oct TI - Prediction for Intravenous Immunoglobulin Resistance by Using Weighted Genetic Risk Score Identified From Genome-Wide Association Study in Kawasaki Disease. PG - e001625 LID - e001625 [pii] LID - 10.1161/CIRCGENETICS.116.001625 [doi] AB - 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 4.518x10(-)(03) and 8.224x10(-)(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. CI - (c) 2017 The Authors. FAU - Kuo, Ho-Chang AU - Kuo HC AD - From the Master Program for Clinical Pharmacogenomics and Pharmacoproteomics, School of Pharmacy (H.-C.K., W.-C.C.), Department of Clinical Pharmacy, School of Pharmacy (H.S.-C.W., M.-S.W., W.-C.C.), School of Health Care Administration, College of Management (W.-P.C.), and PhD Program in Biotechnology Research and Development, College of Pharmacy (W.-C.C.), Taipei Medical University, Taiwan; Department of Pediatrics and Kawasaki Disease Center (H.-C.K., K.-S.H.), Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine (S.-F.L.), and Department of Respiratory Therapy (S.-F.L.), Kaohsiung Chang Gung Memorial Hospital, Taiwan; Department of Pharmacology, College of Medicine, National Cheng Kung University, Tainan, Taiwan (B.-K.C.); Department of Biotechnology and Bioindustry Sciences, College of Bioscience and Biotechnology, National Cheng Kung University, Tainan, Taiwan (B.-K.C.); Department of Pediatrics, Mackay Memorial Hospital, Taipei, Taiwan (K.D.Y.); Institute of Clinical Medicine, National Yang Ming University, Taipei, Taiwan (K.D.Y.); The PhD Program for Translational Medicine, College of Medical Science and Technology, Taipei Medical University and Academia Sinica, Taiwan (Y.-W.H.); Section of Hematology/Oncology, Department of Medicine, The University of Chicago, IL (X.L.); Department of Pharmacy, Taipei Medical University-Wanfang Hospital, Taiwan (W.-C.C.); and Center for Biomarkers and Biotech Drugs, Kaohsiung Medical University, Taiwan (W.-C.C.). FAU - Wong, Henry Sung-Ching AU - Wong HS AD - From the Master Program for Clinical Pharmacogenomics and Pharmacoproteomics, School of Pharmacy (H.-C.K., W.-C.C.), Department of Clinical Pharmacy, School of Pharmacy (H.S.-C.W., M.-S.W., W.-C.C.), School of Health Care Administration, College of Management (W.-P.C.), and PhD Program in Biotechnology Research and Development, College of Pharmacy (W.-C.C.), Taipei Medical University, Taiwan; Department of Pediatrics and Kawasaki Disease Center (H.-C.K., K.-S.H.), Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine (S.-F.L.), and Department of Respiratory Therapy (S.-F.L.), Kaohsiung Chang Gung Memorial Hospital, Taiwan; Department of Pharmacology, College of Medicine, National Cheng Kung University, Tainan, Taiwan (B.-K.C.); Department of Biotechnology and Bioindustry Sciences, College of Bioscience and Biotechnology, National Cheng Kung University, Tainan, Taiwan (B.-K.C.); Department of Pediatrics, Mackay Memorial Hospital, Taipei, Taiwan (K.D.Y.); Institute of Clinical Medicine, National Yang Ming University, Taipei, Taiwan (K.D.Y.); The PhD Program for Translational Medicine, College of Medical Science and Technology, Taipei Medical University and Academia Sinica, Taiwan (Y.-W.H.); Section of Hematology/Oncology, Department of Medicine, The University of Chicago, IL (X.L.); Department of Pharmacy, Taipei Medical University-Wanfang Hospital, Taiwan (W.-C.C.); and Center for Biomarkers and Biotech Drugs, Kaohsiung Medical University, Taiwan (W.-C.C.). FAU - Chang, Wei-Pin AU - Chang WP AD - From the Master Program for Clinical Pharmacogenomics and Pharmacoproteomics, School of Pharmacy (H.-C.K., W.-C.C.), Department of Clinical Pharmacy, School of Pharmacy (H.S.-C.W., M.-S.W., W.-C.C.), School of Health Care Administration, College of Management (W.-P.C.), and PhD Program in Biotechnology Research and Development, College of Pharmacy (W.-C.C.), Taipei Medical University, Taiwan; Department of Pediatrics and Kawasaki Disease Center (H.-C.K., K.-S.H.), Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine (S.-F.L.), and Department of Respiratory Therapy (S.-F.L.), Kaohsiung Chang Gung Memorial Hospital, Taiwan; Department of Pharmacology, College of Medicine, National Cheng Kung University, Tainan, Taiwan (B.-K.C.); Department of Biotechnology and Bioindustry Sciences, College of Bioscience and Biotechnology, National Cheng Kung University, Tainan, Taiwan (B.-K.C.); Department of Pediatrics, Mackay Memorial Hospital, Taipei, Taiwan (K.D.Y.); Institute of Clinical Medicine, National Yang Ming University, Taipei, Taiwan (K.D.Y.); The PhD Program for Translational Medicine, College of Medical Science and Technology, Taipei Medical University and Academia Sinica, Taiwan (Y.-W.H.); Section of Hematology/Oncology, Department of Medicine, The University of Chicago, IL (X.L.); Department of Pharmacy, Taipei Medical University-Wanfang Hospital, Taiwan (W.-C.C.); and Center for Biomarkers and Biotech Drugs, Kaohsiung Medical University, Taiwan (W.-C.C.). FAU - Chen, Ben-Kuen AU - Chen BK AD - From the Master Program for Clinical Pharmacogenomics and Pharmacoproteomics, School of Pharmacy (H.-C.K., W.-C.C.), Department of Clinical Pharmacy, School of Pharmacy (H.S.-C.W., M.-S.W., W.-C.C.), School of Health Care Administration, College of Management (W.-P.C.), and PhD Program in Biotechnology Research and Development, College of Pharmacy (W.-C.C.), Taipei Medical University, Taiwan; Department of Pediatrics and Kawasaki Disease Center (H.-C.K., K.-S.H.), Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine (S.-F.L.), and Department of Respiratory Therapy (S.-F.L.), Kaohsiung Chang Gung Memorial Hospital, Taiwan; Department of Pharmacology, College of Medicine, National Cheng Kung University, Tainan, Taiwan (B.-K.C.); Department of Biotechnology and Bioindustry Sciences, College of Bioscience and Biotechnology, National Cheng Kung University, Tainan, Taiwan (B.-K.C.); Department of Pediatrics, Mackay Memorial Hospital, Taipei, Taiwan (K.D.Y.); Institute of Clinical Medicine, National Yang Ming University, Taipei, Taiwan (K.D.Y.); The PhD Program for Translational Medicine, College of Medical Science and Technology, Taipei Medical University and Academia Sinica, Taiwan (Y.-W.H.); Section of Hematology/Oncology, Department of Medicine, The University of Chicago, IL (X.L.); Department of Pharmacy, Taipei Medical University-Wanfang Hospital, Taiwan (W.-C.C.); and Center for Biomarkers and Biotech Drugs, Kaohsiung Medical University, Taiwan (W.-C.C.). FAU - Wu, Mei-Shin AU - Wu MS AD - From the Master Program for Clinical Pharmacogenomics and Pharmacoproteomics, School of Pharmacy (H.-C.K., W.-C.C.), Department of Clinical Pharmacy, School of Pharmacy (H.S.-C.W., M.-S.W., W.-C.C.), School of Health Care Administration, College of Management (W.-P.C.), and PhD Program in Biotechnology Research and Development, College of Pharmacy (W.-C.C.), Taipei Medical University, Taiwan; Department of Pediatrics and Kawasaki Disease Center (H.-C.K., K.-S.H.), Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine (S.-F.L.), and Department of Respiratory Therapy (S.-F.L.), Kaohsiung Chang Gung Memorial Hospital, Taiwan; Department of Pharmacology, College of Medicine, National Cheng Kung University, Tainan, Taiwan (B.-K.C.); Department of Biotechnology and Bioindustry Sciences, College of Bioscience and Biotechnology, National Cheng Kung University, Tainan, Taiwan (B.-K.C.); Department of Pediatrics, Mackay Memorial Hospital, Taipei, Taiwan (K.D.Y.); Institute of Clinical Medicine, National Yang Ming University, Taipei, Taiwan (K.D.Y.); The PhD Program for Translational Medicine, College of Medical Science and Technology, Taipei Medical University and Academia Sinica, Taiwan (Y.-W.H.); Section of Hematology/Oncology, Department of Medicine, The University of Chicago, IL (X.L.); Department of Pharmacy, Taipei Medical University-Wanfang Hospital, Taiwan (W.-C.C.); and Center for Biomarkers and Biotech Drugs, Kaohsiung Medical University, Taiwan (W.-C.C.). FAU - Yang, Kuender D AU - Yang KD AD - From the Master Program for Clinical Pharmacogenomics and Pharmacoproteomics, School of Pharmacy (H.-C.K., W.-C.C.), Department of Clinical Pharmacy, School of Pharmacy (H.S.-C.W., M.-S.W., W.-C.C.), School of Health Care Administration, College of Management (W.-P.C.), and PhD Program in Biotechnology Research and Development, College of Pharmacy (W.-C.C.), Taipei Medical University, Taiwan; Department of Pediatrics and Kawasaki Disease Center (H.-C.K., K.-S.H.), Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine (S.-F.L.), and Department of Respiratory Therapy (S.-F.L.), Kaohsiung Chang Gung Memorial Hospital, Taiwan; Department of Pharmacology, College of Medicine, National Cheng Kung University, Tainan, Taiwan (B.-K.C.); Department of Biotechnology and Bioindustry Sciences, College of Bioscience and Biotechnology, National Cheng Kung University, Tainan, Taiwan (B.-K.C.); Department of Pediatrics, Mackay Memorial Hospital, Taipei, Taiwan (K.D.Y.); Institute of Clinical Medicine, National Yang Ming University, Taipei, Taiwan (K.D.Y.); The PhD Program for Translational Medicine, College of Medical Science and Technology, Taipei Medical University and Academia Sinica, Taiwan (Y.-W.H.); Section of Hematology/Oncology, Department of Medicine, The University of Chicago, IL (X.L.); Department of Pharmacy, Taipei Medical University-Wanfang Hospital, Taiwan (W.-C.C.); and Center for Biomarkers and Biotech Drugs, Kaohsiung Medical University, Taiwan (W.-C.C.). FAU - Hsieh, Kai-Sheng AU - Hsieh KS AD - From the Master Program for Clinical Pharmacogenomics and Pharmacoproteomics, School of Pharmacy (H.-C.K., W.-C.C.), Department of Clinical Pharmacy, School of Pharmacy (H.S.-C.W., M.-S.W., W.-C.C.), School of Health Care Administration, College of Management (W.-P.C.), and PhD Program in Biotechnology Research and Development, College of Pharmacy (W.-C.C.), Taipei Medical University, Taiwan; Department of Pediatrics and Kawasaki Disease Center (H.-C.K., K.-S.H.), Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine (S.-F.L.), and Department of Respiratory Therapy (S.-F.L.), Kaohsiung Chang Gung Memorial Hospital, Taiwan; Department of Pharmacology, College of Medicine, National Cheng Kung University, Tainan, Taiwan (B.-K.C.); Department of Biotechnology and Bioindustry Sciences, College of Bioscience and Biotechnology, National Cheng Kung University, Tainan, Taiwan (B.-K.C.); Department of Pediatrics, Mackay Memorial Hospital, Taipei, Taiwan (K.D.Y.); Institute of Clinical Medicine, National Yang Ming University, Taipei, Taiwan (K.D.Y.); The PhD Program for Translational Medicine, College of Medical Science and Technology, Taipei Medical University and Academia Sinica, Taiwan (Y.-W.H.); Section of Hematology/Oncology, Department of Medicine, The University of Chicago, IL (X.L.); Department of Pharmacy, Taipei Medical University-Wanfang Hospital, Taiwan (W.-C.C.); and Center for Biomarkers and Biotech Drugs, Kaohsiung Medical University, Taiwan (W.-C.C.). FAU - Hsu, Yu-Wen AU - Hsu YW AD - From the Master Program for Clinical Pharmacogenomics and Pharmacoproteomics, School of Pharmacy (H.-C.K., W.-C.C.), Department of Clinical Pharmacy, School of Pharmacy (H.S.-C.W., M.-S.W., W.-C.C.), School of Health Care Administration, College of Management (W.-P.C.), and PhD Program in Biotechnology Research and Development, College of Pharmacy (W.-C.C.), Taipei Medical University, Taiwan; Department of Pediatrics and Kawasaki Disease Center (H.-C.K., K.-S.H.), Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine (S.-F.L.), and Department of Respiratory Therapy (S.-F.L.), Kaohsiung Chang Gung Memorial Hospital, Taiwan; Department of Pharmacology, College of Medicine, National Cheng Kung University, Tainan, Taiwan (B.-K.C.); Department of Biotechnology and Bioindustry Sciences, College of Bioscience and Biotechnology, National Cheng Kung University, Tainan, Taiwan (B.-K.C.); Department of Pediatrics, Mackay Memorial Hospital, Taipei, Taiwan (K.D.Y.); Institute of Clinical Medicine, National Yang Ming University, Taipei, Taiwan (K.D.Y.); The PhD Program for Translational Medicine, College of Medical Science and Technology, Taipei Medical University and Academia Sinica, Taiwan (Y.-W.H.); Section of Hematology/Oncology, Department of Medicine, The University of Chicago, IL (X.L.); Department of Pharmacy, Taipei Medical University-Wanfang Hospital, Taiwan (W.-C.C.); and Center for Biomarkers and Biotech Drugs, Kaohsiung Medical University, Taiwan (W.-C.C.). FAU - Liu, Shih-Feng AU - Liu SF AD - From the Master Program for Clinical Pharmacogenomics and Pharmacoproteomics, School of Pharmacy (H.-C.K., W.-C.C.), Department of Clinical Pharmacy, School of Pharmacy (H.S.-C.W., M.-S.W., W.-C.C.), School of Health Care Administration, College of Management (W.-P.C.), and PhD Program in Biotechnology Research and Development, College of Pharmacy (W.-C.C.), Taipei Medical University, Taiwan; Department of Pediatrics and Kawasaki Disease Center (H.-C.K., K.-S.H.), Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine (S.-F.L.), and Department of Respiratory Therapy (S.-F.L.), Kaohsiung Chang Gung Memorial Hospital, Taiwan; Department of Pharmacology, College of Medicine, National Cheng Kung University, Tainan, Taiwan (B.-K.C.); Department of Biotechnology and Bioindustry Sciences, College of Bioscience and Biotechnology, National Cheng Kung University, Tainan, Taiwan (B.-K.C.); Department of Pediatrics, Mackay Memorial Hospital, Taipei, Taiwan (K.D.Y.); Institute of Clinical Medicine, National Yang Ming University, Taipei, Taiwan (K.D.Y.); The PhD Program for Translational Medicine, College of Medical Science and Technology, Taipei Medical University and Academia Sinica, Taiwan (Y.-W.H.); Section of Hematology/Oncology, Department of Medicine, The University of Chicago, IL (X.L.); Department of Pharmacy, Taipei Medical University-Wanfang Hospital, Taiwan (W.-C.C.); and Center for Biomarkers and Biotech Drugs, Kaohsiung Medical University, Taiwan (W.-C.C.). FAU - Liu, Xiao AU - Liu X AD - From the Master Program for Clinical Pharmacogenomics and Pharmacoproteomics, School of Pharmacy (H.-C.K., W.-C.C.), Department of Clinical Pharmacy, School of Pharmacy (H.S.-C.W., M.-S.W., W.-C.C.), School of Health Care Administration, College of Management (W.-P.C.), and PhD Program in Biotechnology Research and Development, College of Pharmacy (W.-C.C.), Taipei Medical University, Taiwan; Department of Pediatrics and Kawasaki Disease Center (H.-C.K., K.-S.H.), Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine (S.-F.L.), and Department of Respiratory Therapy (S.-F.L.), Kaohsiung Chang Gung Memorial Hospital, Taiwan; Department of Pharmacology, College of Medicine, National Cheng Kung University, Tainan, Taiwan (B.-K.C.); Department of Biotechnology and Bioindustry Sciences, College of Bioscience and Biotechnology, National Cheng Kung University, Tainan, Taiwan (B.-K.C.); Department of Pediatrics, Mackay Memorial Hospital, Taipei, Taiwan (K.D.Y.); Institute of Clinical Medicine, National Yang Ming University, Taipei, Taiwan (K.D.Y.); The PhD Program for Translational Medicine, College of Medical Science and Technology, Taipei Medical University and Academia Sinica, Taiwan (Y.-W.H.); Section of Hematology/Oncology, Department of Medicine, The University of Chicago, IL (X.L.); Department of Pharmacy, Taipei Medical University-Wanfang Hospital, Taiwan (W.-C.C.); and Center for Biomarkers and Biotech Drugs, Kaohsiung Medical University, Taiwan (W.-C.C.). FAU - Chang, Wei-Chiao AU - Chang WC AD - From the Master Program for Clinical Pharmacogenomics and Pharmacoproteomics, School of Pharmacy (H.-C.K., W.-C.C.), Department of Clinical Pharmacy, School of Pharmacy (H.S.-C.W., M.-S.W., W.-C.C.), School of Health Care Administration, College of Management (W.-P.C.), and PhD Program in Biotechnology Research and Development, College of Pharmacy (W.-C.C.), Taipei Medical University, Taiwan; Department of Pediatrics and Kawasaki Disease Center (H.-C.K., K.-S.H.), Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine (S.-F.L.), and Department of Respiratory Therapy (S.-F.L.), Kaohsiung Chang Gung Memorial Hospital, Taiwan; Department of Pharmacology, College of Medicine, National Cheng Kung University, Tainan, Taiwan (B.-K.C.); Department of Biotechnology and Bioindustry Sciences, College of Bioscience and Biotechnology, National Cheng Kung University, Tainan, Taiwan (B.-K.C.); Department of Pediatrics, Mackay Memorial Hospital, Taipei, Taiwan (K.D.Y.); Institute of Clinical Medicine, National Yang Ming University, Taipei, Taiwan (K.D.Y.); The PhD Program for Translational Medicine, College of Medical Science and Technology, Taipei Medical University and Academia Sinica, Taiwan (Y.-W.H.); Section of Hematology/Oncology, Department of Medicine, The University of Chicago, IL (X.L.); Department of Pharmacy, Taipei Medical University-Wanfang Hospital, Taiwan (W.-C.C.); and Center for Biomarkers and Biotech Drugs, Kaohsiung Medical University, Taiwan (W.-C.C.). wcc@tmu.edu.tw. LA - eng PT - Journal Article PL - United States TA - Circ Cardiovasc Genet JT - Circulation. Cardiovascular genetics JID - 101489144 RN - 0 (3' Untranslated Regions) RN - 0 (ADTRP protein, human) RN - 0 (DNA, Intergenic) RN - 0 (Immunoglobulins, Intravenous) RN - 0 (KLF6 protein, human) RN - 0 (Kruppel-Like Factor 6) RN - 0 (MIRN548 microRNA, human) RN - 0 (Membrane Proteins) RN - 0 (MicroRNAs) RN - 0 (Repressor Proteins) RN - 0 (ZEB1 protein, human) RN - 0 (ZNF438 protein, human) RN - 0 (ZPLD1 protein, human) RN - 0 (Zinc Finger E-box-Binding Homeobox 1) SB - IM CIN - Circ Cardiovasc Genet. 2017 Oct;10(5):. PMID: 29025763 EIN - Circ Cardiovasc Genet. 2017 Dec;10(6):e000040. PMID: 30576607 MH - 3' Untranslated Regions MH - Alleles MH - Area Under Curve MH - Child, Preschool MH - Chromosomes, Human, Pair 6 MH - DNA, Intergenic/genetics MH - Female MH - Genetic Loci MH - *Genome-Wide Association Study MH - Genotype MH - Humans MH - Immunoglobulins, Intravenous/*administration & dosage MH - Infant MH - Kruppel-Like Factor 6/genetics MH - Male MH - Membrane Proteins/genetics MH - MicroRNAs/genetics MH - Mucocutaneous Lymph Node Syndrome/drug therapy/*genetics/pathology MH - Odds Ratio MH - Polymorphism, Single Nucleotide MH - Principal Component Analysis MH - ROC Curve MH - Repressor Proteins/genetics MH - Risk Factors MH - Treatment Failure MH - Zinc Finger E-box-Binding Homeobox 1/genetics PMC - PMC5647111 OTO - NOTNLM OT - alleles OT - genetics OT - genome-wide association study OT - odds ratio OT - pharmacogenetics EDAT- 2017/10/14 06:00 MHDA- 2018/06/02 06:00 PMCR- 2017/10/18 CRDT- 2017/10/14 06:00 PHST- 2016/09/22 00:00 [received] PHST- 2017/07/27 00:00 [accepted] PHST- 2017/10/14 06:00 [entrez] PHST- 2017/10/14 06:00 [pubmed] PHST- 2018/06/02 06:00 [medline] PHST- 2017/10/18 00:00 [pmc-release] AID - CIRCGENETICS.116.001625 [pii] AID - 10.1161/CIRCGENETICS.116.001625 [doi] PST - ppublish SO - Circ Cardiovasc Genet. 2017 Oct;10(5):e001625. doi: 10.1161/CIRCGENETICS.116.001625.