Skip to main content
Log in

A genome-wide association scan for asthma in a general Australian population

  • Original Investigation
  • Published:
Human Genetics Aims and scope Submit manuscript

Abstract

To date, almost every chromosome has been implicated in genetic susceptibility to asthma to some degree. When compared with single nucleotide polymorphism, microsatellite markers exhibit high levels of heterozygosity and therefore provide higher statistical power in association. The objective of this study was to perform a genome-wide association study using 23,465 in-house microsatellite markers to detect asthma susceptibility regions in the Busselton population. In this study, three separate pooled DNA screenings yielded 18 markers with significantly different estimated frequencies in the three separate “case and control” pools: each pool consisting of 60 males and 60 females. These markers were evaluated by individual typing in 360 cases and 360 controls. Two markers showed significant differences between cases and controls (P = 0.001 and P = 0.003). Regions surrounding the two markers were subjected to high-density association mapping with a total of 14 additional markers. We were able to confirm and fine map the association in these two regions by typing 14 additional microsatellite markers (1805A09 (D18S0325i), P = 0.002; 1806D05 (D18S0181i), P = 0.001). Each region contains a predicted gene that showed strong associations with asthma. Further studies are underway to characterize the novel candidate asthma susceptibility genes identified in this genome-wide study.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  • Allen M, Heinzmann A, Noguchi E, Abecasis G, Broxholme J, Ponting CP, Bhattacharyya S, Tinsley J, Zhang Y, Holt R, Jones EY, Lench N, Carey A, Jones H, Dickens NJ, Dimon C, Nicholls R, Baker C, Xue L, Townsend E, Kabesch M, Weiland SK, Carr D, von Mutius E, Adcock IM, Barnes PJ, Lathrop GM, Edwards M, Moffatt MF, Cookson WO (2003) Positional cloning of a novel gene influencing asthma from chromosome 2q14. Nat Genet 35:258–263

    Article  PubMed  CAS  Google Scholar 

  • Anderson GG, Leaves NI, Bhattacharyya S, Zhang Y, Walshe V, Broxholme J, Abecasis G, Levy E, Zimmer M, Cox R, Cookson WO (2002) Positive association to IgE levels and a physical map of the 13q14 atopy locus. Eur J Hum Genet 10:266–270

    Article  PubMed  CAS  Google Scholar 

  • Bahram S, Inoko H (2007) Microsatellite markers for genome-wide association studies. Nat Rev Genet 8:164

    Article  CAS  Google Scholar 

  • Barcellos LF, Klitz W, Field LL, Tobias R, Bowcock AM, Wilson R, Nelson MP, Nagatomi J, Thomson G (1997) Association mapping of disease loci, by use of a pooled DNA genomic screen. Am J Hum Genet 61:734–747

    Article  PubMed  CAS  Google Scholar 

  • Bosse Y, Hudson TJ (2007) Toward a comprehensive set of asthma susceptibility genes. Annu Rev Med 58:171–184

    Article  PubMed  CAS  Google Scholar 

  • Chanock SJ, Manolio T, Boehnke M, Boerwinkle E, Hunter DJ, Thomas G, Hirschhorn JN, Abecasis G, Altshuler D, Bailey-Wilson JE, Brooks LD, Cardon LR, Daly M, Donnelly P, Fraumeni JF Jr, Freimer NB, Gerhard DS, Gunter C, Guttmacher AE, Guyer MS, Harris EL, Hoh J, Hoover R, Kong CA, Merikangas KR, Morton CC, Palmer LJ, Phimister EG, Rice JP, Roberts J, Rotimi C, Tucker MA, Vogan KJ, Wacholder S, Wijsman EM, Winn DM, Collins FS (2007) Replicating genotype–phenotype associations. Nature 447:655–660

    Article  PubMed  CAS  Google Scholar 

  • Collins HE, Li H, Inda SE, Anderson J, Laiho K, Tuomilehto J, Seldin MF (2000) A simple and accurate method for determination of microsatellite total allele content differences between DNA pools. Hum Genet 106:218–226

    Article  PubMed  CAS  Google Scholar 

  • Hersh CP, Raby BA, Soto-Quiros ME, Murphy AJ, Avila L, Lasky-Su J, Sylvia JS, Klanderman BJ, Lange C, Weiss ST, Celedon JC (2007) Comprehensive testing of positionally cloned asthma genes in two populations. Am J Respir Crit Care Med 176(9):849–857

    Article  PubMed  CAS  Google Scholar 

  • Holloway JW, Koppelman GH (2007) Identifying novel genes contributing to asthma pathogenesis. Curr Opin Allergy Clin Immunol 7:69–74

    Article  PubMed  CAS  Google Scholar 

  • Iizuka M, Katsuyama Y, Mabuchi T, Umezawa Y, Matsuyama T, Ozawa A, Kawada H, Inoko H, Morita E, Ota M (2002) Genetic association analysis using microsatellite markers in atopic dermatitis. Tokai J Exp Clin Med 27:51–56

    PubMed  CAS  Google Scholar 

  • Jorde LB, Watkins WS, Bamshad MJ, Dixon ME, Ricker CE, Seielstad MT, Batzer MA (2000) The distribution of human genetic diversity: a comparison of mitochondrial, autosomal, and Y-chromosome data. Am J Hum Genet 66:979–988

    Article  PubMed  CAS  Google Scholar 

  • Kashi Y, King DG (2006) Simple sequence repeats as advantageous mutators in evolution. Trends Genet 22:253–259

    Article  PubMed  CAS  Google Scholar 

  • Kawashima M, Tamiya G, Oka A, Hohjoh H, Juji T, Ebisawa T, Honda Y, Inoko H, Tokunaga K (2006) Genomewide association analysis of human narcolepsy and a new resistance gene. Am J Hum Genet 79:252–263

    Article  PubMed  CAS  Google Scholar 

  • Keicho N, Ohashi J, Tamiya G, Nakata K, Taguchi Y, Azuma A, Ohishi N, Emi M, Park MH, Inoko H, Tokunaga K, Kudoh S (2000) Fine localization of a major disease-susceptibility locus for diffuse panbronchiolitis. Am J Hum Genet 66:501–507

    Article  PubMed  CAS  Google Scholar 

  • Kiley J, Smith R, Noel P (2007) Asthma phenotypes. Curr Opin Pulm Med 13:19–23

    Article  PubMed  CAS  Google Scholar 

  • Mathias RA, Freidhoff LR, Blumenthal MN, Meyers DA, Lester L, King R, Xu JF, Solway J, Barnes KC, Pierce J, Stine OC, Togias A, Oetting W, Marshik PL, Hetmanski JB, Huang SK, Ehrlich E, Dunston GM, Malveaux F, Banks-Schlegel S, Cox NJ, Bleecker E, Ober C, Beaty TH, Rich SS (2001) Genome-wide linkage analyses of total serum IgE using variance components analysis in asthmatic families. Genet Epidemiol 20:340–355

    Article  PubMed  CAS  Google Scholar 

  • Matsuzaka Y, Makino S, Okamoto K, Oka A, Tsujimura A, Matsumiya K, Takahara S, Okuyama A, Sada M, Gotoh R, Nakatani T, Ota M, Katsuyama Y, Tamiya G, Inoko H (2002) Susceptibility locus for non-obstructive azoospermia is localized within the HLA-DR/DQ subregion: primary role of DQB1*0604. Tissue Antigens 60:53–63

    Article  PubMed  CAS  Google Scholar 

  • Moffatt MF, Kabesch M, Liang L, Dixon AL, Strachan D, Heath S, Depner M, von Berg A, Bufe A, Rietschel E, Heinzmann A, Simma B, Frischer T, Willis-Owen SA, Wong KC, Illig T, Vogelberg C, Weiland SK, von Mutius E, Abecasis GR, Farrall M, Gut IG, Lathrop GM, Cookson WO (2007) Genetic variants regulating ORMDL3 expression contribute to the risk of childhood asthma. Nature 448:470–473

    Article  PubMed  CAS  Google Scholar 

  • Nicolae D, Cox NJ, Lester LA, Schneider D, Tan Z, Billstrand C, Kuldanek S, Donfack J, Kogut P, Patel NM, Goodenbour J, Howard T, Wolf R, Koppelman GH, White SR, Parry R, Postma DS, Meyers D, Bleecker ER, Hunt JS, Solway J, Ober C (2005) Fine mapping and positional candidate studies identify HLA-G as an asthma susceptibility gene on chromosome 6p21. Am J Hum Genet 76:349–357

    Article  PubMed  CAS  Google Scholar 

  • Noguchi E, Yokouchi Y, Zhang J, Shibuya K, Shibuya A, Bannai M, Tokunaga K, Doi H, Tamari M, Shimizu M, Shirakawa T, Shibasaki M, Ichikawa K, Arinami T (2005) Positional identification of an asthma susceptibility gene on human chromosome 5q33. Am J Respir Crit Care Med 172:183–188

    Article  PubMed  Google Scholar 

  • Ohashi J, Tokunaga K (2003) Power of genome-wide linkage disequilibrium testing by using microsatellite markers. J Hum Genet 48:487–491

    Google Scholar 

  • Oka A, Tamiya G, Tomizawa M, Ota M, Katsuyama Y, Makino S, Shiina T, Yoshitome M, Iizuka M, Sasao Y, Iwashita K, Kawakubo Y, Sugai J, Ozawa A, Ohkido M, Kimura M, Bahram S, Inoko H (1999) Association analysis using refined microsatellite markers localizes a susceptibility locus for psoriasis vulgaris within a 111 kb segment telomeric to the HLA-C gene. Hum Mol Genet 8:2165–2170

    Article  PubMed  CAS  Google Scholar 

  • Ota M, Mizuki N, Katsuyama Y, Tamiya G, Shiina T, Oka A, Ando H, Kimura M, Goto K, Ohno S, Inoko H (1999) The critical region for Behcet disease in the human major histocompatibility complex is reduced to a 46-kb segment centromeric of HLA-B, by association analysis using refined microsatellite mapping. Am J Hum Genet 64:1406–1410

    Article  PubMed  CAS  Google Scholar 

  • Peat JK, Haby M, Spijker J, Berry G, Woolcock AJ (1992) Prevalence of asthma in adults in Busselton, Western Australia. BMJ 305:1326–1329

    Article  PubMed  CAS  Google Scholar 

  • Raby BA, Weiss ST (2004) ADAM33: where are we now? Am J Respir Cell Mol Biol 31:1–2

    Article  PubMed  CAS  Google Scholar 

  • Rachelefsky GE (2007) Difficult-to-control asthma: underlying factors, clinical implications, and treatment strategies. Curr Med Res Opin

  • Raymond M, Rousset F (1995) GENEPOP (version 1.2): population genetics software for exact tests and ecumenicism. J Hered 86:248–249

    Google Scholar 

  • Sawyer SL, Mukherjee N, Pakstis AJ, Feuk L, Kidd JR, Brookes AJ, Kidd KK (2005) Linkage disequilibrium patterns vary substantially among populations. Eur J Hum Genet 13:677–86

    Article  PubMed  CAS  Google Scholar 

  • Stevanin G, Brice A (2007) Spinocerebellar ataxia 17 (SCA17) and Huntington’s disease-like 4 (HDL4). Cerebellum 1–9

  • Tamiya G, Shinya M, Imanishi T, Ikuta T, Makino S, Okamoto K, Furugaki K, Matsumoto T, Mano S, Ando S, Nozaki Y, Yukawa W, Nakashige R, Yamaguchi D, Ishibashi H, Yonekura M, Nakami Y, Takayama S, Endo T, Saruwatari T, Yagura M, Yoshikawa Y, Fujimoto K, Oka A, Chiku S, Linsen SE, Giphart MJ, Kulski JK, Fukazawa T, Hashimoto H, Kimura M, Hoshina Y, Suzuki Y, Hotta T, Mochida J, Minezaki T, Komai K, Shiozawa S, Taniguchi A, Yamanaka H, Kamatani N, Gojobori T, Bahram S, Inoko H (2005) Whole genome association study of rheumatoid arthritis using 27 039 microsatellites. Hum Mol Genet 14:2305–2321

    Article  PubMed  CAS  Google Scholar 

  • Tassone F, Adams J, Berry-Kravis EM, Cohen SS, Brusco A, Leehey MA, Li L, Hagerman RJ, Hagerman PJ (2007) CGG repeat length correlates with age of onset of motor signs of the fragile X-associated tremor/ataxia syndrome (FXTAS). Am J Med Genet B Neuropsychiatr Genet 144:566–569

    PubMed  Google Scholar 

  • van den Oord E, McClay J, York T, Murrelle L, Robles J (2007) Genetics and diagnostic refinement. Behav Genet 37:535–545

    Article  PubMed  Google Scholar 

  • Van Eerdewegh P, Little RD, Dupuis J, Del Mastro RG, Falls K, Simon J, Torrey D, Pandit S, McKenny J, Braunschweiger K, Walsh A, Liu Z, Hayward B, Folz C, Manning SP, Bawa A, Saracino L, Thackston M, Benchekroun Y, Capparell N, Wang M, Adair R, Feng Y, Dubois J, FitzGerald MG, Huang H, Gibson R, Allen KM, Pedan A, Danzig MR, Umland SP, Egan RW, Cuss FM, Rorke S, Clough JB, Holloway JW, Holgate ST, Keith TP (2002) Association of the ADAM33 gene with asthma and bronchial hyperresponsiveness. Nature 418:426–430

    Article  PubMed  CAS  Google Scholar 

  • Vassos E, Panas M, Kladi A, Vassilopoulos D (2007) Effect of CAG repeat length on psychiatric disorders in Huntington’s disease. J Psychiatr Res

  • Vaughan T, Pasco JA, Kotowicz MA, Nicholson GC, Morrison NA (2002) Alleles of RUNX2/CBFA1 gene are associated with differences in bone mineral density and risk of fracture. J Bone Miner Res 17:1527–1534

    Article  PubMed  CAS  Google Scholar 

  • Wierenga EA, Walchner M, Kick G, Kapsenberg ML, Weiss EH, Messer G (1999) Evidence for suppressed activity of the transcription factor NFAT1 at its proximal binding element P0 in the IL-4 promoter associated with enhanced IL-4 gene transcription in T cells of atopic patients. Int Immunol 11:297–306

    Article  PubMed  CAS  Google Scholar 

  • Wilk JB, DeStefano AL, Arnett DK, Rich SS, Djousse L, Crapo RO, Leppert MF, Province MA, Cupples LA, Gottlieb DJ, Myers RH (2003) A genome-wide scan of pulmonary function measures in the National Heart, Lung, and Blood Institute Family Heart Study. Am J Respir Crit Care Med 167:1528–1533

    Article  PubMed  Google Scholar 

  • Zhang Y, Leaves NI, Anderson GG, Ponting CP, Broxholme J, Holt R, Edser P, Bhattacharyya S, Dunham A, Adcock IM, Pulleyn L, Barnes PJ, Harper JI, Abecasis G, Cardon L, White M, Burton J, Matthews L, Mott R, Ross M, Cox R, Moffatt MF, Cookson WO (2003) Positional cloning of a quantitative trait locus on chromosome 13q14 that influences immunoglobulin E levels and asthma. Nat Genet 34:181–186

    Article  PubMed  CAS  Google Scholar 

Download references

Acknowledgments

This work was supported by a Grant-in-Aid for Science Research from the Japanese Ministry of Education and by Tokai University of Medicine, Japan. J. Hui is supported by a post-doctoral fellowship from Japan Society for the Promotion of Science (JSPS), Tokai University of Medicine and the Western Australia Institute for Medical Research. The author would like to thank the Busselton Population Medical Research Foundation and the Busselton community for their participation in the study. We also thank Euzebiusz Jamrozik and Mark Divitini for statistical advices and Kaori Yamaguchi, Hiromi Kamura, Erika Matsushita and Hiromi Takase at the Department of Molecular Life Science, Tokai University School of Medicine, for technical assistance in the genome-wide screens.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to J. Hui.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Hui, J., Oka, A., James, A. et al. A genome-wide association scan for asthma in a general Australian population. Hum Genet 123, 297–306 (2008). https://doi.org/10.1007/s00439-008-0477-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00439-008-0477-9

Keywords

Navigation