Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Original Article
  • Published:

A genome-wide association study in 574 schizophrenia trios using DNA pooling

Abstract

The cost of genome-wide association (GWA) studies can be prohibitively high when large samples are genotyped. We conducted a GWA study on schizophrenia (SZ) and to reduce the cost, we used DNA pooling. We used a parent–offspring trios design to avoid the potential problems of population stratification. We constructed pools from 605 unaffected controls, 574 SZ patients and a third pool from all the parents of the patients. We hybridized each pool eight times on Illumina HumanHap550 arrays. We estimated the allele frequencies of each pool from the averaged intensities of the arrays. The significance level of results in the trios sample was estimated on the basis of the allele frequencies in cases and non-transmitted pseudocontrols, taking into account the technical variability of the data. We selected the highest ranked SNPs for individual genotyping, after excluding poorly performing SNPs and those that showed a trend in the opposite direction in the control pool. We genotyped 63 SNPs in 574 trios and analysed the results with the transmission disequilibrium test. Forty of those were significant at P<0.05, with the best result at P=1.2 × 10−6 for rs11064768. This SNP is within the gene CCDC60, a coiled-coil domain gene. The third best SNP (P=0.00016) is rs893703, within RBP1, a candidate gene for schizophrenia.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Figure 1
Figure 2
Figure 3
Figure 4

Similar content being viewed by others

References

  1. Cardno AG, Gottesman II . Twin studies of schizophrenia: from bow-and-arrow concordances to star war Mx and functional genomics. Am J Med Genet 2000; 97: 12–17.

    Article  CAS  Google Scholar 

  2. Kirov G, O'Donovan MC, Owen MJ . Finding schizophrenia genes. J Clin Invest 2005; 115: 1440–1448.

    Article  CAS  Google Scholar 

  3. The Wellcome Trust Case Control Consortium. Genome-wide association study of 14 000 cases of seven common diseases and 3000 shared controls. Nature 2007; 447: 661–678.

    Article  Google Scholar 

  4. Sham PC, Bader JS, Craig I, O'Donovan M, Owen M . DNA pooling: a tool for large-scale association studies. Nat Rev Genet 2002; 2: 862–871.

    Article  Google Scholar 

  5. Kirov G, Nikolov I, Georgieva L, Moskvina V, Owen MJ, O'Donovan MC . Pooled DNA genotyping on affymetrix SNP genotyping arrays. BMC Genomics 2006; 7: 27.

    Article  Google Scholar 

  6. Wilkening S, Chen B, Wirtenberger M, Burwinkel B, Försti A, Hemminki K et al. Allelotyping of pooled DNA with 250 K SNP microarrays. BMC Genomics 2007; 8: 77.

    Article  Google Scholar 

  7. Docherty SJ, Butcher LM, Schalkwyk LC, Plomin R . Applicability of DNA pools on 500 K SNP microarrays for cost-effective initial screens in genomewide association studies. BMC Genomics 2007; 8: 214.

    Article  Google Scholar 

  8. MacGregor S . Most pooling variation in array-based DNA pooling is attributable to array error rather than pool construction error. Eur J Hum Genet 2007; 15: 501–504.

    Article  CAS  Google Scholar 

  9. Shifman S, Bhomra A, Smiley S, Wray NR, James MR, Martin NG et al. A whole genome association study of neuroticism using DNA pooling. Mol Psychiat 2008; 13: 302–312.

    Article  CAS  Google Scholar 

  10. Melquist S, Craig DW, Huentelman MJ, Crook R, Pearson JV, Baker M et al. Identification of a novel risk locus for progressive supranuclear palsy by a pooled genomewide scan of 500, 288 single-nucleotide polymorphisms. Am J Hum Genet 2007; 80: 769–778.

    Article  CAS  Google Scholar 

  11. Steer S, Abkevich V, Gutin A, Cordell HJ, Gendall KL, Merriman ME et al. Genomic DNA pooling for whole-genome association scans in complex disease: empirical demonstration of efficacy in rheumatoid arthritis. Genes Immun 2007; 8: 57–68.

    Article  CAS  Google Scholar 

  12. Stokowski RP, Pant PV, Dadd T, Fereday A, Hinds DA, Jarman C et al. A genomewide association study of skin pigmentation in a South Asian population. Am J Hum Genet 2007; 81: 1119–1132.

    Article  CAS  Google Scholar 

  13. American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders, 4th edn. American Psychiatric Press: Washington, DC, 1994.

  14. Wing JK, Babor T, Brugha J, Cooper JE, Giel R, Jablensky A et al. Schedules for clinical assessment in neuropsychiatry. Arch Gen Psychiat 1990; 47: 137–144.

    Article  Google Scholar 

  15. Risch N, Teng J . The relative power of family-based and case–control designs for linkage disequilibrium studies of complex human diseases I. DNA pooling. Genome Res 1998; 8: 1273–1288.

    Article  CAS  Google Scholar 

  16. Devlin B, Roeder K . Genomic control for association studies. Biometrics 1999; 55: 997–1004.

    Article  CAS  Google Scholar 

  17. Moskvina V, Norton N, Williams N, Holmans P, Owen M, O'Donovan M . Streamlined analysis of pooled genotype data in SNP-based association studies. Genet Epidemiol 2005; 28: 273–282.

    Article  Google Scholar 

  18. Spielman RS, McGinnis RE, Ewens WJ . Transmission test for linkage disequilibrium: the insulin gene region and insulin-dependent diabetes mellitus (IDDM). Am J Hum Genet 1993; 52: 506–516.

    CAS  PubMed  PubMed Central  Google Scholar 

  19. Moskvina V, Schmidt KM . On multiple testing correction in genome-wide association studies. Genet Epidemiol (in press).

  20. Farias EF, Marzan C, Mira-y-Lopez R . Cellular retinol-binding protein-I inhibits PI3K/Akt signalling through a retinoic acid receptor-dependent mechanism that regulates p85-p110 heterodimerization. Oncogene 2005; 24: 1598–1606.

    Article  CAS  Google Scholar 

  21. Kalkman HO . The role of the phosphatidylinositide 3-kinase-protein kinase B pathway in schizophrenia. Pharmacol Ther 2006; 110: 117–134.

    Article  CAS  Google Scholar 

Download references

Acknowledgements

This work was funded by the International Centre for Genetic Engineering and Biotechnology, Trieste, grant to the Department of Medical Genetics, Sofia (CRP/BUL04-01) and a Schizophrenia programme grant from the MRC to the Department of Psychological Medicine, Cardiff University (ref G9309834). The recruitment of trios was funded by the Janssen Research Foundation, Beerse, Belgium.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to G Kirov.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Kirov, G., Zaharieva, I., Georgieva, L. et al. A genome-wide association study in 574 schizophrenia trios using DNA pooling. Mol Psychiatry 14, 796–803 (2009). https://doi.org/10.1038/mp.2008.33

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/mp.2008.33

Keywords

This article is cited by

Search

Quick links