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Shin JG, Kim JH, Park CS, Kim BJ, Kim JW, Choi IG, Hwang J, Shin HD, Woo SI. Gender-Specific Associations between CHGB Genetic Variants and Schizophrenia in a Korean Population. Yonsei Med J 2017; 58:619-625. [PMID: 28332369 PMCID: PMC5368149 DOI: 10.3349/ymj.2017.58.3.619] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2016] [Revised: 12/09/2016] [Accepted: 12/22/2016] [Indexed: 12/11/2022] Open
Abstract
PURPOSE Schizophrenia is a devastating mental disorder and is known to be affected by genetic factors. The chromogranin B (CHGB), a member of the chromogranin gene family, has been proposed as a candidate gene associated with the risk of schizophrenia. The secretory pathway for peptide hormones and neuropeptides in the brain is regulated by chromogranin proteins. The aim of this study was to investigate the potential associations between genetic variants of CHGB and schizophrenia susceptibility. MATERIALS AND METHODS In the current study, 15 single nucleotide polymorphisms of CHGB were genotyped in 310 schizophrenia patients and 604 healthy controls. RESULTS Statistical analysis revealed that two genetic variants (non-synonymous rs910122; rs2821 in 3'-untranslated region) were associated with schizophrenia [minimum p=0.002; odds ratio (OR)=0.72], even after correction for multiple testing (p(corr)=0.02). Since schizophrenia is known to be differentially expressed between sexes, additional analysis for sex was performed. As a result, these two genetic variants (rs910122 and rs2821) and a haplotype (ht3) showed significant associations with schizophrenia in male subjects (p(corr)=0.02; OR=0.64), whereas the significance disappeared in female subjects (p>0.05). CONCLUSION Although this study has limitations including a small number of samples and lack of functional study, our results suggest that genetic variants of CHGB may have sex-specific effects on the risk of schizophrenia and provide useful preliminary information for further study.
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Na HS, Lee JS, Cheong HS, Shin HJ, Kang TS, Park HJ, Shin HD, Chung MW. Expression efficiency of NAT2 haplotypes in a Korean population. Genes Genet Syst 2017; 91:277-281. [PMID: 27853051 DOI: 10.1266/ggs.15-00081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Since NAT2 single-nucleotide polymorphisms (SNPs) are responsible for the efficacy of arylamines and hydrazine drugs, defining the effects of these SNPs in various ethnicities is an important factor in the development of personalized medicine. In the present study, we examined the expression efficiency of NAT2 using promoter haplotypes identified in a Korean population. To construct NAT2 promoter haplotypes, seven NAT2 promoter SNPs (rs4646241, rs4646242, rs4646243, rs4646267, rs4345600, rs4271002 and rs4646246) were genotyped in a total of 192 Korean subjects. A luciferase assay was performed using the three commonest haplotypes to evaluate enzyme expression level of NAT2 promoter haplotypes. The most common haplotype (TACGAGG) showed the lowest enzyme expression level (0.72 ± 0.06 relative light units (RLU)/[β-galactosidase]). The second (CGTAAGA) and third (TATAACA) commonest haplotypes showed intermediate and the highest enzyme expression level (0.99 ± 0.05 and 1.45 ± 0.11 RLU/[β-galactosidase]), respectively. Haplotype comparison among populations showed that Asian populations had a high proportion of the haplotype for lowest enzyme expression. Haplotype frequencies of Caucasian and African ethnicities were markedly different from those of Korean ethnicity. Results from the present study should contribute to the expansion of our current understanding of the pharmacogenetics field.
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Shin JG, Cheong HS, Lee K, Ju BG, Lee JH, Yu SJ, Yoon JH, Cheong JY, Cho SW, Park NH, Namgoong S, Kim LH, Kim YJ, Shin HD. Identification of novel OCT4 genetic variant associated with the risk of chronic hepatitis B in a Korean population. Liver Int 2017; 37:354-361. [PMID: 27596359 DOI: 10.1111/liv.13245] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2016] [Accepted: 08/28/2016] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Hepatitis B viral infection is a serious risk factor for chronic hepatitis B (CHB), cirrhosis and hepatocellular carcinoma. Recently, several genome-wide association studies (GWASs) have been conducted to identify important genetic variant associated with the risk of CHB. In our previous GWAS, TCF19 was identified as one of the susceptibility genes for CHB risk (P=4.2×10-9 at rs1419881). In order to discover possible additional causal variants around TCF19, we performed an association study by genotyping single nucleotide polymorphisms (SNPs) in OCT4, a nearby gene to TCF19. METHODS Nineteen OCT4 genetic variants were selected and genotyped in 3902 subjects (1046 CHB patients and 2856 population controls). RESULTS Logistic regression analysis revealed that OCT4 rs1265163 showed the most significant association signal for the risk of CHB (OR=1.46, P=4.78×10-12 ). Linkage disequilibrium and conditional analysis confirmed rs1265163 in OCT4 as a novel genetic marker for CHB susceptibility. The genetic risk scores (GRSs) were calculated to visualize the combined genetic effects of all known CHB-associated loci, including OCT4 rs1265163, which had been identified in this study. Individuals with higher cumulative GRSs showed significantly increased ORs. The luciferase activity of rs885952, a tagging SNP of rs1265163, showed that OCT4 promoter activity was significantly different between the wild-type and SNP mutant form (P<.05). CONCLUSIONS This follow-up study to our previous GWAS identified a possible causal genetic variant associated with the risk of CHB, and findings from this study may prove useful in the understanding of genetic susceptibility to CHB.
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Lee JU, Cheong HS, Shim EY, Bae DJ, Chang HS, Uh ST, Kim YH, Park JS, Lee B, Shin HD, Park CS. Gene profile of fibroblasts identify relation of CCL8 with idiopathic pulmonary fibrosis. Respir Res 2017; 18:3. [PMID: 28057004 PMCID: PMC5216573 DOI: 10.1186/s12931-016-0493-6] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2016] [Accepted: 12/13/2016] [Indexed: 01/15/2023] Open
Abstract
Background Idiopathic pulmonary fibrosis (IPF) is characterized by the complex interaction of cells involved in chronic inflammation and fibrosis. Global gene expression of a homogenous cell population will identify novel candidate genes. Methods Gene expression of fibroblasts derived from lung tissues (8 IPF and 4 controls) was profiled, and ontology and functional pathway were analyzed in the genes exhibiting >2 absolute fold changes with p-values < 0.05. CCL8 mRNA and protein levels were quantified using real-time PCR and ELISA. CCL8 localization was evaluated by immunofluorescence staining. Results One hundred seventy eight genes differentially expressed and 15 genes exhibited >10-fold change. Among them, 13 were novel in relation with IPF. CCL8 expression was 22.8-fold higher in IPF fibroblasts. The levels of CCL8 mRNA and protein were 3 and 9-fold higher in 14 IPF fibroblasts than those in 10 control fibroblasts by real-time PCR and ELISA (p = 0.022 and p = 0.026, respectively). The CCL8 concentrations in BAL fluid was significantly higher in 86 patients with IPF than those in 41 controls, and other interstitial lung diseases including non-specific interstitial pneumonia (n = 22), hypersensitivity pneumonitis (n = 20) and sarcoidosis (n = 19) (p < 0.005, respectively). Cut-off values of 2.29 pg/mL and 0.43 pg/mL possessed 80.2 and 70.7% accuracy for the discrimination of IPF from NC and the other lung diseases, respectively. IPF subjects with CCL8 levels >28.61 pg/mL showed shorter survival compared to those with lower levels (p = 0.012). CCL8 was expressed by α-SMA-positive cells in the interstitium of IPF. Conclusions Transcriptome analysis identified several novel IPF-related genes. Among them, CCL8 is a candidate molecule for the differential diagnosis and prediction of survival. Electronic supplementary material The online version of this article (doi:10.1186/s12931-016-0493-6) contains supplementary material, which is available to authorized users.
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Kim LH, Chang H, Namgoong S, Kim JO, Cheong HS, Lee SG, Park JS, Baek AR, Koo SM, Choi IS, Kim MK, Park HS, Park CS, Shin HD. Genetic variants of the gasdermin B gene associated with the development of aspirin-exacerbated respiratory diseases. Allergy Asthma Proc 2017; 38:4-12. [PMID: 28052796 DOI: 10.2500/aap.2017.38.4014] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
BACKGROUND Aspirin-exacerbated respiratory disease (AERD) is characterized by a severe and sudden asthma attack after aspirin ingestion in patients with asthma. We studied associations with six common single nucleotide polymorphisms (SNP) of the gasdermin B gene (GSDMB). OBJECTIVE DNA obtained from 572 patients with asthma (with AERD, n = 165; and with aspirin-tolerant asthma, n = 407) and 391 normal controls was subjected to genotyping of six SNPs of GSDMB. METHODS An association analysis between GSDMB variants and AERD, with a fall rate of the forced expiratory volume in the first second of expiration (FEV1), was performed by using logistic and regression models. RESULTS Two SNPs in the intron (rs870830, rs7216389) showed significant associations with AERD (minimum p = 7.00 × 10-4 in the dominant model), even after Bonferroni correction (pcorr = 0.01 for the rs870830). Regression analysis of the genetic variants with FEV1 revealed significant associations with rs870830 and the haplotype 2 (pcorr = 4.71 × 10-4 for rs870830 and pcorr = 1.14 × 10-3 for haplotype 2, respectively). CONCLUSION We found strong associations among GSDMB polymorphisms and the presence of AERD and FEV1 in Korean patients with asthma. Our findings indicated that genetic variations of GSDMB may be associated with the development of AERD and aspirin-induced bronchospasm.
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Yang SK, Hong M, Oh H, Low HQ, Jung S, Ahn S, Kim Y, Baek J, Lee CH, Kim E, Kim KM, Ye BD, Kim KJ, Park SH, Lee HS, Lee I, Shin HD, Han B, McGovern DPB, Liu J, Song K. Identification of Loci at 1q21 and 16q23 That Affect Susceptibility to Inflammatory Bowel Disease in Koreans. Gastroenterology 2016; 151:1096-1099.e4. [PMID: 27569725 DOI: 10.1053/j.gastro.2016.08.025] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2016] [Revised: 08/17/2016] [Accepted: 08/18/2016] [Indexed: 12/02/2022]
Abstract
Recent genome-wide association studies have identified more than 200 regions that affect susceptibility to inflammatory bowel disease (IBD). However, identified common variants account for only a fraction of IBD heritability and largely have been identified in populations of European ancestry. We performed a genome-wide association study of susceptibility loci in Korean individuals, comprising a total of 1505 IBD patients and 4041 controls. We identified 2 new susceptibility loci for IBD at genome-wide significance: rs3766920 near PYGO2-SHC1 at 1q21 and rs16953946 in CDYL2 at 16q23. In addition, we confirmed associations, in Koreans, with 28 established IBD loci (P < 2.16 × 10-4). Our findings support the complementary value of genetic studies in different populations.
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Lee JS, Cheong HS, Koh Y, Ahn KS, Shin HD, Yoon SS. MCM7 polymorphisms associated with the AML relapse and overall survival. Ann Hematol 2016; 96:93-98. [PMID: 27837251 DOI: 10.1007/s00277-016-2844-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2016] [Accepted: 09/25/2016] [Indexed: 11/30/2022]
Abstract
The minichromosome maintenance complex component 7 (MCM7) encodes a member of MCM complex, which plays a critical role in the initiation of gene replication. Due to the importance of MCM complex, MCM7 gene has been regarded as a candidate gene for cancer development. In the present study, seven MCM7 polymorphisms were genotyped in 344 subjects composed of 103 acute myeloid leukemia (AML) patients and 241 normal controls to examine the possible associations between MCM7 polymorphisms and the risk of AML. MCM7 polymorphisms were not associated with the risk of AML (P > 0.05). However, MCM7 polymorphisms were significantly related to the relapse of AML and overall survival. The rs2070215 (N144S) showed a protective effect to the risk of AML relapse (OR = 0.37; P corr = 0.02). In haplotype analyses, the ht1 and ht2 showed significant associations with the risk of AML relapse (P corr = 0.02-0.03). In addition, rs1534309 showed an association with the overall survival of AML patients. Patients with major homozygote genotype (CC) of rs1534309 showed a higher survival rate than the patients with other genotypes (CG and GG). The results of the present study indicate that MCM7 polymorphisms may be able to predict the prognosis of AML patients.
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MESH Headings
- Adolescent
- Adult
- Aged
- Female
- Humans
- Leukemia, Myeloid, Acute/diagnosis
- Leukemia, Myeloid, Acute/genetics
- Leukemia, Myeloid, Acute/mortality
- Male
- Middle Aged
- Minichromosome Maintenance Complex Component 7/genetics
- Neoplasm Recurrence, Local/diagnosis
- Neoplasm Recurrence, Local/genetics
- Neoplasm Recurrence, Local/mortality
- Polymorphism, Single Nucleotide/genetics
- Survival Rate/trends
- Young Adult
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Bae JS, Koh I, Cheong HS, Seo JM, Kim DY, Oh JT, Kim HY, Jung K, Sul JH, Park WY, Kim JH, Shin HD. A genome-wide association analysis of chromosomal aberrations and Hirschsprung disease. Transl Res 2016; 177:31-40.e6. [PMID: 27370899 DOI: 10.1016/j.trsl.2016.06.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2015] [Revised: 05/12/2016] [Accepted: 06/06/2016] [Indexed: 12/12/2022]
Abstract
Hirschsprung disease (HSCR) is a neurocristopathy characterized by the absence of intramural ganglion cells along variable lengths of the gastrointestinal tract. Although the RET proto-oncogene is considered to be the main risk factor for HSCR, only about 30% of the HSCR cases can be explained by variations in previously known genes including RET. Recently, copy number variation (CNV) and loss of heterozygosity (LOH) have emerged as new ways to understand human genomic variation. The goal of this present study is to identify new HSCR genetic factors related to CNV in Korean patients. In the genome-wide genotyping, using Illumina's HumanOmni1-Quad BeadChip (1,140,419 markers), of 123 HSCR patients and 432 unaffected subjects (total n = 555), a total of 8,188 CNVs (1 kb ∼ 1 mb) were identified by CNVpartition. As a result, 16 CNV regions and 13 LOH regions were identified as associated with HSCR (minimum P = 0.0005). Two top CNV regions (deletions at chr6:32675155-32680480 and chr22:20733495-21607293) were successfully validated by additional real-time quantitative polymerase chain reaction analysis. In addition, 2 CNV regions (6p21.32 and 22q11.21) and 2 LOH regions (3p22.2 and 14q23.3) were discovered to be unique to the HSCR patients group. Regarding the large-scale chromosomal aberrations (>1 mb), 11 large aberrations in the HSCR patients group were identified, which suggests that they may be a risk factor for HSCR. Although further replication in a larger cohort is needed, our findings may contribute to the understanding of the etiology of HSCR.
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Lee MK, Cheong HS, Koh Y, Ahn KS, Yoon SS, Shin HD. Genetic Association of PARP15 Polymorphisms with Clinical Outcome of Acute Myeloid Leukemia in a Korean Population. Genet Test Mol Biomarkers 2016; 20:696-701. [PMID: 27610459 DOI: 10.1089/gtmb.2016.0007] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
AIMS Some members of the poly ADP-ribose polymerase (PARP) protein family have been regarded as targets for the therapeutic inhibition of cancer. Among these PARP genes, poly ADP-ribose polymerase family, member 15 (PARP15) is a candidate gene for cancer development due to its ability to regulate gene transcription and its reported association with apoptosis. The current study investigated the possible association between PARP15 single-nucleotide polymorphisms and the risk of acute myeloid leukemia (AML). In addition, we analyzed the effects of the PARP15 polymorphisms on the clinical phenotypes associated with cytosine arabinose (AraC) chemotherapy in AML patients. METHODS Ten PARP15 polymorphisms were genotyped via TaqMan assay in a total of 344 Korean subjects, including 103 AML patients and 241 normal controls. The genetic effects of the polymorphisms on the risk of AML and the clinical phenotypes were analyzed using Statistical Analysis System (SAS) software. RESULTS The results from a Cox regression analysis for overall survival revealed that two polymorphisms were associated with increased overall survival and the signal for rs17208928 was retained after correcting for multiple tests (pcorr < 0.05). CONCLUSIONS These results suggest the possibility that the PARP15 gene may be a potential therapeutic target in AML patients although much larger scale studies are needed for validation.
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Kim JH, Lee C, Cheong HS, Koh Y, Ahn KS, Kim HL, Shin HD, Yoon SS. SLC29A1 (ENT1) polymorphisms and outcome of complete remission in acute myeloid leukemia. Cancer Chemother Pharmacol 2016; 78:533-40. [DOI: 10.1007/s00280-016-3103-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2016] [Accepted: 07/06/2016] [Indexed: 02/08/2023]
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Shin JG, Kim DY, Seo JM, Oh JT, Park KW, Kim HY, Park BL, Kim JH, Shin HD. Potential association of VAMP5 polymorphisms with total colonic aganglionosis in Hirschsprung disease. Neurogastroenterol Motil 2016; 28:1055-63. [PMID: 26970437 DOI: 10.1111/nmo.12807] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2015] [Accepted: 01/29/2016] [Indexed: 02/08/2023]
Abstract
BACKGROUND Hirschsprung disease (HSCR) is a congenital bowel disease caused by the absence of nerve cells in portions of the intestine. Our recent genome-wide association study has identified a variant (rs1254900) of vesicle-associated membrane protein 5 (VAMP5) as a potential risk locus for total colonic aganglionosis (TCA) in HSCR. In addition, VAMP5 is a member of the VAMP/synaptobrevin protein complex, which participates in nerve signal transduction by regulating the vesicular fusion of the neurotransmitter in synaptic transmission. METHODS A total of 11 single nucleotide polymorphisms (SNPs), including those in the functionally important coding region, were selected on the basis of linkage disequilibrium and genotyped in 187 HSCR patients and 283 unaffected controls by using a TaqMan assay. Logistic analysis was conducted to investigate the possible association between VAMP5 SNPs and the risk of HSCR. KEY RESULTS Genetic variants of VAMP5 showed increased association signals in the TCA subgroup of HSCR patients (minimum p = 9.69 × 10(-5) , OR = 3.93 at rs10206961) compared to other subgroups, even after Bonferroni correction (pcorr = 0.002). In haplotype analysis, three haplotypes (BL1_ht1, BL2_ht1, and BL2_ht2) were associated with the risk of TCA (minimum pcorr = 0.005). In additional combined analysis after imputation based on our previous GWAS, five SNPs still retained significant associations with the TCA subtype (minimum pcorr = 0.006 at rs10206961). CONCLUSIONS & INFERENCES Considering that differential genetic effects on the development of the enteric nervous system, our results suggest that VAMP5 may be associated with the TCA of HSCR. However, further replications and functional evaluations are required.
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Kim LH, Park BL, Cheong HS, Namgoong S, Kim JO, Kim JH, Shin JG, Park CS, Kim BJ, Kim JW, Choi IG, Hwang J, Shin HD, Woo SI. Genome-wide association study with the risk of schizophrenia in a Korean population. Am J Med Genet B Neuropsychiatr Genet 2016; 171B:257-65. [PMID: 26531332 DOI: 10.1002/ajmg.b.32400] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2015] [Accepted: 10/23/2015] [Indexed: 11/10/2022]
Abstract
Schizophrenia is regarded as a multifactorial and polygenic brain disorder that is attributed to different combinations of genetic and environmental risk factors. Recently, several genome-wide association studies (GWASs) of schizophrenia have identified numerous risk factors, but the replication results remain controversial and ambiguous. To identify schizophrenia susceptibility loci in the Korean population, we performed a GWAS using the Illumina HumanOmni1-Quad V1.0 Microarray. We genotyped 1,140,419 single nucleotide polymorphisms (SNPs) in 350 Korea schizophrenia patients and 700 control subjects, and approximately 620,001 autosomal SNPs were passed our quality control. In the case-control analysis, the rs9607195 A>G on intergenic area 250 kb away from the ISX gene and the rs12738007 A>G on the intron of the MECR gene were the most strongly associated SNPs with the risk of schizophrenia (P = 6.2 × 10(-8) , OR = 0.50 and P = 3.7 × 10(-7) , OR = 2.39, respectively). In subsequent fine-mapping analysis, 6 SNPs of MECR were genotyped with 310 schizophrenia patients and 604 control subjects. The association of the MECR rs12738007, a top ranked-SNP in GWAS, was replicated (P = 1.5 × 10(-2) , OR = 1.53 in fine mapping analysis, P = 1.5 × 10(-6) , OR = 1.90 in combined analysis). The identification of putative schizophrenia susceptibility loci could provide new insights into genetic factors related with schizophrenia and clues for the development of diagnosis strategies.
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Namgoong S, Cheong HS, Kim JO, Kim LH, Na HS, Koh IS, Chung MW, Shin HD. Comparison of genetic variations of the SLCO1B1, SLCO1B3, and SLCO2B1 genes among five ethnic groups. ENVIRONMENTAL TOXICOLOGY AND PHARMACOLOGY 2015; 40:692-697. [PMID: 26409184 DOI: 10.1016/j.etap.2015.08.033] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2015] [Revised: 08/30/2015] [Accepted: 08/31/2015] [Indexed: 06/05/2023]
Abstract
Organic anion-transporting polypeptide (OATP; gene symbol, SLCO) transporters are generally involved in the uptake of multiple drugs and their metabolites at most epithelial barriers. The pattern of single-nucleotide polymorphisms (SNPs) in these transporters may be determinants of interindividual variability in drug disposition and response. The objective of this study was to define the distribution of SNPs of three SLCO genes, SLCO1B1, SLCO1B3, and SLCO2B1, in a Korean population and other ethnic groups. The study was screened using the Illumina GoldenGate assay for genomic DNA from 450 interethnic subjects, including 11 pharmacogenetic core variants and 76 HapMap tagging SNPs. The genotype distribution of the Korean population was similar to East Asian populations, but significantly different from African American and European American cohorts. These interethnic differences will be useful information for prospective studies, including genetic association and pharmacogenetic studies of drug metabolism by SLCO families.
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Kim LH, Cheong HS, Shin JG, Seo JM, Kim DY, Oh JT, Kim HY, Jung K, Koh I, Kim JH, Shin HD. Genetic variants of IL-11 associated with risk of Hirschsprung disease. Neurogastroenterol Motil 2015; 27:1371-7. [PMID: 26172388 DOI: 10.1111/nmo.12629] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2015] [Accepted: 06/15/2015] [Indexed: 02/08/2023]
Abstract
BACKGROUND Hirschsprung disease (HSCR) is a congenital and heterogeneous disorder characterized by the absence of enteric ganglia during enteric nervous system (ENS) development. Our recent genome-wide association study has identified a variant (rs6509940) of interleukin-11 (IL-11) as a potential susceptible locus for HSCR. As interleukins play important roles in the ENS, we further studied associations with HSCR of nine common single nucleotide polymorphisms (SNPs) on IL-11. METHODS Biopsy specimens or surgical materials from all patients that were tested for histological examination based on the absence of the enteric ganglia were collected. A total of nine SNPs on IL-11 were genotyped in 187 HSCR patients and 283 unaffected controls using TaqMan genotyping assay. KEY RESULTS Combined analysis revealed that several SNPs (minimum p = 1.57 × 10(-7) ) showed statistically significant associations with HSCR, even after Bonferroni correction (pcorr = 1.73 × 10(-6) for the SNP). Moreover, the most common haplotype was strongly associated with HSCR (pcorr = 2.20 × 10(-6) ). In further analysis among three HSCR subtypes (short segment, S-HSCR; long segment, L-HSCR; total colonic aganglionosis, TCA) based on the extent of aganglionic segment, the result showed a different association pattern depending on the subtypes (minimum pcorr = 6.12 × 10(-5) for rs6509940 in S-HSCR; but no significant SNP in L-HSCR and TCA). CONCLUSIONS & INFERENCES Although further replication in a larger cohort and functional evaluations are needed, our findings suggest that genetic variations of IL-11 may be associated with the risk of HSCR and/or the mechanisms related to ENS development.
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Jung K, Kim JH, Cheong HS, Shin E, Kim SH, Hwang JY, Lee E, Yoon MO, Kim SH, Sio CA, Shin HD, Jung SE. Gene expression profile of necrotizing enterocolitis model in neonatal mice. Int J Surg 2015; 23:28-34. [PMID: 26403067 DOI: 10.1016/j.ijsu.2015.09.049] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2015] [Revised: 09/11/2015] [Accepted: 09/14/2015] [Indexed: 12/17/2022]
Abstract
BACKGROUND Necrotizing enterocolitis (NEC) characterized by intestinal necrosis is one of the most common gastrointestinal emergencies in newborns. The main purpose of this study was to evaluate the whole genome expression levels in a NEC mouse model controlled with breast milk. METHODS This study induced a NEC model in mice of gestational ages of 18-21 days by intensive hypoxic insult and permitted breast-feeding instead of formula feeding. After evaluating the NEC status in the small intestines of neonatal mice by histological examination, a genome-wide gene expression profile study was completed using microarray analysis. RESULTS A total of 72 genes (38 down-regulated and 34 up-regulated) were observed to have significantly different expression profiles in the NEC mouse model compared with the normal control animals, based on a significance at fold change ≥ 2 and P < 0.05. In particular, down-regulated Hist1h2aa and up-regulated Ube2i showed the most significant signals (P = 0.0008 for both genes). In an additional gene ontology analysis, the endopeptidase related categories (specifically, serine-type endopeptidase inhibitor activity, P = 8.95 × 10(-5); Pcorr = 0.008) appeared to affect NEC development in the mouse model. CONCLUSION Although replications and functional evaluations are needed, our results suggest that several genes may have different expression profiles in the NEC mouse model. In particular, endopeptidase related genes (which are also known to be relevant to NEC), as identified through gene ontology analysis, may represent attractive targets for future research.
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Hyo Kim L, Sub Cheong H, Koh Y, Ahn KS, Lee C, Kim HL, Doo Shin H, Yoon SS. Cytidine deaminase polymorphisms and worse treatment response in normal karyotype AML. J Hum Genet 2015; 60:749-54. [PMID: 26354033 DOI: 10.1038/jhg.2015.105] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2015] [Revised: 07/20/2015] [Accepted: 07/30/2015] [Indexed: 11/09/2022]
Abstract
The cytidine deaminase (CDA) catalyzes the irreversible hydrolytic deamination of the cytarabine (AraC) into a 1-β-D-arabinofuranosyluracil (AraU), an inactive metabolite that plays a crucial role in lowering the amount of AraC, a key chemotherapeutic drug, in the treatment of patients with acute myeloid leukemia (AML). In this study, we hypothesized that CDA polymorphisms were associated with the AraC metabolism for AML treatment and/or related clinical phenotypes. We analyzed 16 polymorphisms of CDA among 50 normal karyotype AML (NK-AML) patients, 45 abnormal karyotype AML (AK-AML) patients and 241 normal controls (NC). Several polymorphisms and haplotypes, rs532545, rs2072671, rs471760, rs4655226, rs818194 and CDA-ht3, were found to have a strong correlation with NK-AML compared with NC and these polymorphisms also revealed strong linkage disequilibrium with each other. Among them, rs2072671 (79A>C), which is located in a coding region and the resultant amino acid change K27Q, showed significant associations with NK-AML compared with NC (P=0.009 and odds ratio=2.44 in the dominant model). The AC and CC genotypes of rs2072671 (79A>C) were significantly correlated with shorter overall survival rates (P=0.03, hazard ratio=1.84) and first complete remission duration (P=0.007, hazard ratio=3.24) compared with the AA genotype in the NK-AML patients. Our results indicate that rs2072671 in CDA may be an important prognostic marker in NK-AML patients.
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Cheong HS, Lee JH, Yu SJ, Yoon JH, Lee HS, Cheong JY, Cho SW, Park NH, Park BL, Namgoong S, Kim LH, Shin HD, Kim YJ. Association of VARS2-SFTA2 polymorphisms with the risk of chronic hepatitis B in a Korean population. Liver Int 2015; 35:1934-40. [PMID: 25404243 DOI: 10.1111/liv.12740] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2014] [Accepted: 11/13/2014] [Indexed: 12/12/2022]
Abstract
BACKGROUND & AIMS Hepatitis B virus (HBV) infection is the most serious risk factor for chronic hepatitis B (CHB), cirrhosis, and hepatocellular carcinoma. Recently, several genome-wide association studies (GWASs) identified important variants associated with the risk of CHB in Asian populations. Specifically, our previous GWAS identified the VARS2-SFTA2 gene region as one of the genetic risk loci for CHB. METHODS To further characterize this association and to isolate possible causal variants within it, we performed an additional association study by genotyping more SNPs in the vicinity of the VARS2 and SFTA2 genes. In all, 14 SNPs of VARS2-SFTA2 were analysed among a total of 3902 subjects (1046 cases and 2856 controls). RESULTS Logistic regression analysis revealed that six SNPs, including the previously reported rs2532932, were significantly associated with the risk of CHB (P = 1.7 × 10(-10) ~0.002). Further linkage disequilibrium and conditional analysis identified two variants (rs9394021 and rs2517459) as new markers of genetic risk factors for CHB rather than the reported SNP from our previous study (rs2532932). To evaluate the cumulative risk for CHB based on all known genetic factors, genetic risk score (GRS) were calculated. As anticipated, the distribution of the number of risk alleles in cases vs. controls clearly differed according to the GRS. Similarly, the odds ratios (ORs) were increased (OR = 0.32-3.97). CONCLUSION Our findings show that common variants in the VARS2-SFTA2 gene region are significantly associated with CHB in a Korean population, which may be useful in further understanding genetic susceptibility to CHB.
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Shin JG, Park BL, Kim LH, Namgoong S, Kim JO, Chang HS, Park JS, Jang AS, Park SW, Kim DJ, Kim KU, Kim YG, Uh ST, Seo KH, Kim YH, Koh I, Park CS, Shin HD. Association study of polymorphisms in interferon-γ receptor genes with the risk of pulmonary tuberculosis. Mol Med Rep 2015; 12:1568-78. [PMID: 25815589 DOI: 10.3892/mmr.2015.3544] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2014] [Accepted: 02/23/2015] [Indexed: 11/05/2022] Open
Abstract
Tuberculosis (TB) is an infectious disease caused by mycobacterium, which most commonly affects the lungs. The adaptive immune response in Mycobacterium tuberculosis is predominantly mediated by the interferon-γ (IFN-γ) signaling pathway, which is regulated by IFN-γ receptors (IFNGR). IFN-γ activates the transcription of a number of genes that are important in immune responses, thus the appropriate function of IFNGR appears to be important in host defense against mycobacteria. In the present study, 22 genetic variants in IFNGR1 and IFNGR2 were genotyped in 673 patients and 592 normal controls to investigate the association between IFNGR1 and IFNGR2 polymorphisms and the risk of TB. Statistical analyses revealed that four genetic variants in IFNGR1, rs9376269, rs9376268, rs9376267 and rs56251346 were marginally associated with the risk of TB (P = 0.02-0.04), while other single nucleotide polymorphisms in IFNGR1 and IFNGR2 did not exhibit any associations. However, the significance of the four genetic variants rs9376269, rs9376268, rs9376267 and rs56251346 was eliminated following a multiple testing correction of the data (P>0.05). The present results revealed that certain genetic variants in IFNGR genes may be associated with TB development, which may be useful preliminary data for future investigation.
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Cha SM, Shin HD, Kim KC, Park IY. Extensive curettage using a high-speed burr versus dehydrated alcohol instillation for the treatment of enchondroma of the hand. J Hand Surg Eur Vol 2015; 40:384-91. [PMID: 24369364 DOI: 10.1177/1753193413517204] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2013] [Accepted: 11/22/2013] [Indexed: 02/03/2023]
Abstract
The purpose of this retrospective study was to compare the clinical and radiological outcomes of patients treated with different adjuvant methods after curettage for enchondromas of the hand. Sixty-two patients with enchondroma were treated with high-speed burring (29 patients) or alcohol instillation (33 patients) after curettage. The mean follow-up was 40.8 months. No significant differences in the visual analogue scale, Disabilities of the Arm, Shoulder, and Hand scores, total range of active motion, grip strength, and complete healing time were observed between the groups. The distribution of the results of the formula by Wilhelm and Feldmeier were not significantly different between the groups. No surgery-related complications, postoperative pathological fractures, or recurrence was found in either group. For the treatment of enchondroma in the metacarpal and proximal phalanx, alcohol instillation immediately after curettage was as effective as extensive curettage using a high-speed burr.
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Bae JS, Park BL, Cheong HS, Kim JH, Kim JY, Namgoong S, Kim JO, Park CS, Kim BJ, Lee CS, Kim JW, Choi WH, Shin TM, Hwang J, Koh IS, Shin HD, Woo SI. Association analysis of PDE4B polymorphisms with schizophrenia and smooth pursuit eye movement abnormality in a Korean population. Gen Physiol Biophys 2015; 34:277-84. [PMID: 25926551 DOI: 10.4149/gpb_2015004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2014] [Accepted: 02/06/2015] [Indexed: 11/08/2022]
Abstract
Schizophrenia is a debilitating mental disorder with a high heritability rate. Located on chromosome 1p31.3, the human cAMP-specific 3',5'-cyclic phosphodiesterase 4B (PDE4B) gene has been considered as an important candidate gene for the risk of schizophrenia. Several genetic association studies reported the association between PDE4B polymorphisms and the risk of schizophrenia in Caucasian, African American, Indian, and Japanese populations. The aim of this study is to examine the association of PDE4B variations with schizophrenia and smooth pursuit eye movement (SPEM) abnormality in a Korean population. A case-control association analysis was carried out by comparing the genotype distribution of eight PDE4B polymorphisms between 457 schizophrenia patients and 386 normal healthy subjects. Differences in the frequency distribution of PDE4B single nucleotide polymorphisms (SNPs) and haplotypes were analyzed by logistic regression analyses controlling for age as a covariate. Statistical analyses revealed nominal significant associations of rs1040716, rs472952, rs1321177, and rs2144719 with the risk of schizophrenia (p = 0.02~0.05). The rs11208756 polymorphism showed a nominal significant association with SPEM abnormality (p = 0.05). In a meta-analysis with Japanese and Korean populations, three SNPs (rs472952, rs1040716, and rs2180335) revealed significant associations with schizophrenia (meta-p value = 0.0038~0.019). Our results support previously reported association of PDE4B variations with schizophrenia in other populations. The findings in this study add a new evidence for the involvement of PDE4B gene in schizophrenia etiology.
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Kim LH, Cheong HS, Namgoong S, Kim JO, Kim JH, Park BL, Cho SW, Park NH, Cheong JY, Koh I, Shin HD, Kim YJ. Replication of genome wide association studies on hepatocellular carcinoma susceptibility loci of STAT4 and HLA-DQ in a Korean population. INFECTION GENETICS AND EVOLUTION 2015; 33:72-6. [PMID: 25913043 DOI: 10.1016/j.meegid.2015.04.013] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2015] [Revised: 04/03/2015] [Accepted: 04/15/2015] [Indexed: 12/14/2022]
Abstract
A recent genome-wide association study (GWAS) for hepatitis B virus (HBV)-related hepatocellular carcinoma (HCC) identified two loci (rs7574865 in STAT4 and rs9275319 in HLA-DQ) in a Chinese population. We attempted to replicate the associations between the two SNP loci and the risk of HCC in a Korean population. The rs7574865 in STAT4 and rs9275319 in HLA-DQ were genotyped in a total of 3838 Korean subjects composed of 287 HBV-related hepatocellular carcinoma patients, 671 chronic hepatitis B virus (CHB) patients, and 2880 population controls using TaqMan genotyping assay. Gene expression was measured by microarray. A logistic regression analysis revealed that rs7574865 in STAT4 and rs9275319 in HLA-DQ were associated with the risk of CHB (OR = 1.25, P = 0.0002 and OR = 1.57, P= 1.44 × 10(-10), respectively). However, these loci were no association with the risk of HBV-related HCC among CHB patients. In the gene expression analyses, although no significant differences in mRNA expression of nearby genes according to genotypes were detected, a significantly decreased mRNA expression in HCC subjects was observed in STAT4, HLA-DQA1, and HLA-DQB1. Although the genetic effects of two HCC susceptibility loci were not replicated, the two loci were found to exert susceptibility effects on the risk of CHB in a Korean population. In addition, the decreased mRNA expression of STAT4, HLA-DQA1, and HLA-DQB1 in HCC tissue might provide a clue to understanding their role in the progression to HCC.
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Forero DA, López-León S, Shin HD, Park BL, Kim DJ. Meta-analysis of six genes (BDNF, DRD1, DRD3, DRD4, GRIN2B and MAOA) involved in neuroplasticity and the risk for alcohol dependence. Drug Alcohol Depend 2015; 149:259-63. [PMID: 25660313 DOI: 10.1016/j.drugalcdep.2015.01.017] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2014] [Revised: 01/12/2015] [Accepted: 01/12/2015] [Indexed: 01/24/2023]
Abstract
BACKGROUND Alcohol-related problems have a large impact on human health, accounting for around 4% of deaths and 4.5% of disability-adjusted life-years around the world. Genetic factors could explain a significant fraction of the risk for alcohol dependence (AD). Recent meta-analyses have found significant pooled odds ratios (ORs) for variants in the ADH1B, ADH1C, DRD2 and HTR2A genes. METHODS In the present study, we carried out a meta-analysis of common variants in 6 candidate genes involved in neurotransmission and neuroplasticity: BDNF, DRD1, DRD3, DRD4, GRIN2B and MAOA. We carried out a systematic search for published association studies that analyzed the genes of interest. Relevant articles were retrieved and demographic and genetic data were extracted. Pooled ORs were calculated using a random-effects model using the Meta-Analyst program. Dominant, recessive and allelic models were tested and analyses were also stratified by ethnicity. RESULTS Forty two published studies were included in the current meta-analysis: BDNF-rs6265 (nine studies), DRD1-rs4532 (four studies), DRD3-rs6280 (eleven studies), DRD4-VNTR (seven studies), GRIN2B-rs1806201 (three studies) and MAOA-uVNTR (eight studies). We did not find significant pooled ORs for any of the six genes, under different models and stratifying for ethnicity. CONCLUSIONS In terms of the number of candidate genes included, this is one of the most comprehensive meta-analyses for genetics of AD. Pooled ORs did not support consistent associations with any of the six candidate genes tested. Future studies of novel genes of functional relevance and meta-analyses of quantitative endophenotypes could identify further susceptibility molecular factors for AD.
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Kim JH, Cheong HS, Kim LH, Shin HJ, Na HS, Chung MW, Shin HD. Direct sequencing for comprehensive screening of LDLR genetic polymorphisms among five ethnic populations. Genes Genomics 2015. [DOI: 10.1007/s13258-014-0244-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
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Chang HS, Shin SW, Lee TH, Bae DJ, Park JS, Kim YH, Uh ST, Choi BW, Kim MK, Choi IS, Park BL, Shin HD, Park CS. Development of a genetic marker set to diagnose aspirin-exacerbated respiratory disease in a genome-wide association study. THE PHARMACOGENOMICS JOURNAL 2015; 15:316-21. [PMID: 25707394 DOI: 10.1038/tpj.2014.78] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Received: 05/02/2014] [Revised: 09/28/2014] [Accepted: 11/05/2014] [Indexed: 12/27/2022]
Abstract
We developed a genetic marker set of single nucleotide polymorphisms (SNPs) by summing risk scores of 14 SNPs showing a significant association with aspirin-exacerbated respiratory disease (AERD) from our previous 660 W genome-wide association data. The summed scores were higher in the AERD than in the aspirin-tolerant asthma (ATA) group (P=8.58 × 10(-37)), and were correlated with the percent decrease in forced expiratory volume in 1 s after aspirin challenge (r(2)=0.150, P=5.84 × 10(-30)). The area under the curve of the scores for AERD in the receiver operating characteristic curve was 0.821. The best cutoff value of the summed risk scores was 1.01328 (P=1.38 × 10(-32)). The sensitivity and specificity of the best scores were 64.7% and 85.0%, respectively, with 42.1% positive and 93.4% negative predictive values. The summed risk score may be used as a genetic marker with good discriminative power for distinguishing AERD from ATA.
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Choi IY, Cheong SS, Joa JH, Cho SE, Shin HD. First Report of Powdery Mildew Caused by Podosphaera xanthii on Sechium edule in Korea. PLANT DISEASE 2015; 99:162. [PMID: 30699759 DOI: 10.1094/pdis-10-14-1011-pdn] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Sechium edule (Jacq.) Sw. (Cucurbitaceae, chayote, mirliton) is native to Mexico and Central America. Several trials have recently been conducted to determine the ability of chayote cultivars to grow under the climatic and soil conditions of South Korea. In April 2013, chayote plants were observed showing typical symptoms of powdery mildew in a glasshouse in Jeju City, Korea. Powdery mildew colonies were circular to irregular, forming white patches on both sides of the leaves. As the disease progressed, entire leaves were covered with white mycelium, followed by leaf withering and premature senescence. The same symptoms were also found on chayote plants in a polyethylene-film-covered greenhouse in Iksan City, Korea, in 2014. Voucher specimens were deposited in the Korea University Herbarium (KUS-F27289, F27422, F28186). Hyphae were flexuous to straight, branched, septate, and 5 to 7 μm wide. Appressoria on the mycelium were nipple-shaped or nearly absent. Conidiophores were straight, 150 to 240 × 10 to 12 μm and produced three to seven immature conidia in chains with a crenate outline. Foot-cells of conidiophores were straight, cylindric, and 52 to 85 μm long. Conidia were hyaline, ellipsoid-ovoid to barrel-shaped, measured 27 to 36 × 16 to 23 μm with a length/width ratio of 1.3 to 2.0, and had distinct fibrosin bodies. Simple to forked germ tubes were produced from the lateral position of conidia. No chasmothecia were found. These structures are typical of the powdery mildew Euoidium anamorph of the genus Podosphaera. Dimensions of foot-cells and conidia were within the ranges provided for P. xanthii (Castagne) U. Braun & Shishkoff, and the length/width ratio of conidia, appressorial characteristics, and conidial germination patterns also conformed to the standard description (2). To confirm the identification, the complete internal transcribed spacer (ITS) region of rDNA of isolate KUS-F27289 was amplified with primers ITS1 and ITS4 and sequenced directly. The resulting 473-bp sequence was deposited in GenBank (Accession No. KM657960). A GenBank BLAST search of the Korean isolate showed 99% similarity with P. xanthii isolates from cucurbitaceous hosts (e.g., AB774155 to AB774158, AB040321, JQ340082, etc.). Pathogenicity was confirmed through inoculation tests by gently pressing a diseased leaf onto young leaves of three asymptomatic, potted chayote plants. Three non-inoculated plants were used as controls. Plants were maintained in a greenhouse at 24 to 34°C. Inoculated leaves started to develop symptoms after 5 days, whereas the control plants remained symptomless. The pathogenicity test was carried out twice with similar results. Powdery mildews of chayote caused by Podosphaera species have been reported in Australia, South Africa, Portugal, India, China, and the United States (1,3,4). To our knowledge, this is the first report of powdery mildew caused by P. xanthii on chayote in Korea. Since chayote production was only recently started on a commercial scale in Korea, powdery mildew infections may pose a serious threat to the safe production of this vegetable. References: (1) P. Baiswar et al. Australas. Plant Dis. Notes 3:160, 2008. (2) U. Braun and R. T. A. Cook. Taxonomic Manual of the Erysiphales (Powdery Mildews), CBS Biodiversity Series No. 11. CBS, Utrecht, 2012. (3) D. F. Farr and A. Y. Rossman. Fungal Databases. Syst. Mycol. Microbiol. Lab. Online publication, ARS, USDA, Retrieved October 4, 2014. (4) R. Singh et al. Plant Dis. 93:1348, 2009.
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