• Title/Summary/Keyword: Aspirin intolerant asthma

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Analysis of Asthma Related SNP Genotype Data Using Normalized Mutual Information and Support Vector Machines (정규상호정보와 지지벡터기계를 이용한 천식 관련 단일염기다형성 유전형 자료 분석)

  • Lee, Jung-Seob;Kim, Seung-Hyun;Shin, Ki-Seob;Lim, Kyu-Cheol
    • Journal of KIISE:Software and Applications
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    • v.36 no.9
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    • pp.691-696
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    • 2009
  • Introduction: There are two types of asthma according to aspirin hypersensitivity: aspirin intolerant asthma (AIA) and aspirin tolerant asthma (ATA). The genetic risk factors that are related with asthma have been investigated intensively and extensively. However the combinatory effects of single nucleotide polymorphisms (SNPs) have hardly been evaluated. In this paper we searched the best set of SNPs that are useful to diagnose the two types of asthma. Methods: We examined 246 asthmatic patients (94 having aspirin intolerant asthma and 152 having aspirin tolerant asthma) and analyzed 25 SNPs typed in them, which are suspected to be associated with asthma. Normalized mutual information values of combinations of typed SNPs are calculated, and those with high normalized mutual information values are selected. We use support vector machines to evaluate the prediction accuracy of the selected combinations. Results: The best combination model turns out four-locus and consists of ALOX5_p1_1708, B2ADR_q1_46, CCR3_p1_520, CysLTR1_p1_634. Its normalized mutual information value is 0.053 and the accuracy in predicting ATA disease risk among asthmatic patients is 71.14%.

Association of PTGER gene family polymorphisms with aspirin intolerant asthma in Korean asthmatics

  • Park, Byung-Lae;Park, Se-Min;Park, Jong-Sook;Uh, Soo-Taek;Choi, Jae-Sung;Kim, Yong-Hoon;Kim, Mi-Kyeong;Choi, In-Seon S.;Choi, Byoung-Whui;Cho, Sang-Heon;Hong, Chein-Soo;Lee, Yong-Won;Lee, Jae-Young;Park, Choon-Sik;Shin, Hyoung-Doo
    • BMB Reports
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    • v.43 no.6
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    • pp.445-449
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    • 2010
  • Aspirin-intolerant asthma (AIA) is characterized by severe asthmatic attack after ingestion of aspirin and/or non-steroidal anti-inflammatory drugs. In this study, we investigated the relationship between Prostaglandin E2 receptor (PTGER) gene family polymorphisms and AIA in 243 AIA patients and 919 aspirin-tolerant asthma (ATA) controls of Korean ethnicity in two separate study cohorts. After genotyping 120 SNPs of the PTGER gene family for the $1^{st}$ cohort study, four SNPs in PTGER1, ten in PTGER3, six in PTGER3, and a haplotype of PTGER2 showed association signals with decreased or increased risk of AIA. Among the positively associated SNPs, one in PTGER1 and four in PTGER3 were analyzed in the $2^{nd}$ cohort study. The results show that rs7543182 and rs959 in PTGER3 retained their effect, although no statistical significance was retained in the $2^{nd}$ cohort study. Our findings provide further evidence that polymorphisms in PTGER3 might play a significant role in aspirin hypersensitivity among Korean asthmatics.

Association study of polymorphism in leukotriene C4 synthase and cysteinyl leukotriene receptor 1 genes with phenotype of asthma and clinical parameters in Korean children (Leukotrienes C4 synthase와 cysteinyl leukotriene receptor 1 유전자 다형성과 한국 소아 천식 표현형 및 임상 지표와의 연관성 연구)

  • Shim, Jung Yeon;Kim, Byung-Joo;Song, Young Hwa;Kang, Mi-Jin;Lee, So-Yeon;Kim, Hyo-Bin;Yu, Jinho;Hong, Soo-Jong
    • Clinical and Experimental Pediatrics
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    • v.52 no.6
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    • pp.680-688
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    • 2009
  • Purpose : Cysteinyl leukotrienes are important proinflammatory mediators in asthma. Recently, it was suggested that a promoter polymorphism in the genes encoding for leukotriene C4 synthase (LTC4S), a key enzyme in the leukotriene synthetic pathway, and cysteinyl leukotriene receptor 1 (CysLTR1) might be associated with aspirin-intolerant asthma. We investigated whether polymorphisms in LTC4S and CysLTR1 genes or their interactions were associated with the asthma phenotype, lung function, or bronchial hyperreactivity (BHR) in Korean children. Methods : A total of 856 asthmatic children and 254 non-asthmatic controls were enrolled; a skin prick test, lung function test and bronchial provocation test were performed. Of those enrolled, 395 children underwent exercise challenge tests. The LTC4S A(-444)C and CysLTR1 T(+927)C were genotyped by polymerase chain reaction-restriction fragment length polymorphism analysis. Results : Of those enrolled, 699 children were classified as having atopic asthma and 277 children, as having exercise-induced asthma (EIA). LTC4S and CysLTR1 polymorphisms were not associated with atopic asthma, EIA, or asthma per se. Lung function and BHR were not significantly different between the wild type (AA or TT) and the variant (AC+CC or TC+CC) genotypes in asthmatics, atopic asthmatics, and EIA (+) asthmatics, while total eosinophil counts were higher in the variant type of LTC4S than in the wild type in atopic asthmatics. There were no associations between the gene-gene interactions of LTC4S and CysLTR1 genotypes and the asthma phenotypes. Conclusion : LTC4S A(-444)C and CysLTR1 T(+927)C polymorphisms and their gene-gene interactions are not associated with asthma phenotype, lung function, or BHR in Korean children.