Genome-wide meta-analysis for rheumatoid arthritis.

Carol J Etzel, Wei V Chen, Neil Shepard, Damini Jawaheer, Francois Cornelis, Michael F Seldin, Peter K Gregersen, Christopher I Amos, North American Rheumatoid Arthritis Consortium
Author Information
  1. Carol J Etzel: Department of Epidemiology, UT MD Anderson Cancer Center, 1155 Pressler Street - Unit 1340, Houston, TX 77030, USA. cetzel@mdanderson.org

Abstract

Meta-analysis is being increasingly used as a tool for integrating data from different studies of complex phenotypes, because the power of any one study to identify causal loci is limited. We applied a novel meta-analytical approach (Loesgen et al. in Genet Epidemiol 21(Suppl 1):S142-S147, 2001) in compiling results from four studies of rheumatoid arthritis in Caucasians including two studies from NARAC (Jawaheer et al. in Am J Hum Genet 68:927-936, 2001; Jawaheer et al. in Arthritis Rheum 48:906-916, 2003), one study from the UK (MacKay et al. in Arthritis Rheum 46:632-639, 2001) and one from France (Cornelis et al. in Proc Natl Acad Sci USA 95:10746-10750, 1998). For each study, we obtained NPL scores by performing interval mapping (2 cM intervals) using GeneHunter2 (Kruglyak et al. in Am J Hum Genet 58:1347-1363, 1996; Markianos et al. in Am J Hum Genet 68:963-977, 2001). The marker maps differed among the three consortium groups, therefore, the marker maps were aligned after the interval mapping was completed and the NPL scores that were within 1 cM of each other were combined using the method of Loesgen et al. (Genet Epidemiol 21(Suppl 1):S142-S147, 2001) by calculating the weighted average of the NPL score. This approach avoids some problems in analysis encountered by using GeneHunter2 when some markers in the sample are not genotyped. This procedure provided marginal evidence (P<0.05) of linkage on chromosome 1, 2, 5 and 18, strong evidence (P<0.01) on chromosomes 8 and 16, and overwhelming evidence in the HLA region of chromosome 6.

References

  1. Genet Epidemiol. 2001;21 Suppl 1:S142-7 [PMID: 11793657]
  2. Ann Rheum Dis. 1970 May;29(3):269-74 [PMID: 5450118]
  3. Int Immunol. 1998 Dec;10(12):1891-5 [PMID: 9885910]
  4. Br J Rheumatol. 1993 Oct;32(10):903-7 [PMID: 8402000]
  5. Am J Med Genet. 1999 Jun 11;84(5):433-53 [PMID: 10360398]
  6. Am J Hum Genet. 2004 Aug;75(2):161-73 [PMID: 15185170]
  7. Arthritis Rheum. 2004 Sep;50(9):2920-30 [PMID: 15457461]
  8. J Rheumatol. 1986 Oct;13(5):899-902 [PMID: 3820198]
  9. Am J Hum Genet. 2004 Jul;75(1):54-64 [PMID: 15154113]
  10. Mol Psychiatry. 2002;7(4):405-11 [PMID: 11986984]
  11. Am J Hum Genet. 2002 Jul;71(1):56-65 [PMID: 12037716]
  12. Am J Hum Genet. 2002 Nov;71(5):1060-71 [PMID: 12373647]
  13. Am J Hum Genet. 2001 Apr;68(4):963-77 [PMID: 11254453]
  14. Arthritis Rheum. 2003 May;48(5):1200-6 [PMID: 12746892]
  15. Nature. 2003 May 29;423(6939):506-11 [PMID: 12724780]
  16. Am J Med Genet. 2002 Jul 22;111(1):1-9 [PMID: 12124726]
  17. Rheumatology (Oxford). 2006 Feb;45(2):166-70 [PMID: 16278286]
  18. Mol Psychiatry. 2006 Mar;11(3):280-5 [PMID: 16222332]
  19. Am J Hum Genet. 1998 Aug;63(2):541-6 [PMID: 9683597]
  20. BMC Genet. 2005 Dec 30;6 Suppl 1:S43 [PMID: 16451654]
  21. J Neuroimmunol. 2003 Oct;143(1-2):120-3 [PMID: 14575928]
  22. Proc Natl Acad Sci U S A. 1998 Dec 8;95(25):14875-9 [PMID: 9843983]
  23. Am J Hum Genet. 2005 Dec;77(6):1044-60 [PMID: 16380915]
  24. Arthritis Rheum. 2003 Apr;48(4):906-16 [PMID: 12687532]
  25. Am J Hum Genet. 2000 May;66(5):1710-4 [PMID: 10762555]
  26. Am J Hum Genet. 1996 Jun;58(6):1347-63 [PMID: 8651312]
  27. Springer Semin Immunopathol. 1992;14(1):59-78 [PMID: 1440198]
  28. Arthritis Rheum. 2002 Mar;46(3):632-9 [PMID: 11920398]
  29. Am J Hum Genet. 2002 Jan;70(1):51-9 [PMID: 11715113]
  30. Proc Natl Acad Sci U S A. 1998 Jun 23;95(13):7502-7 [PMID: 9636179]
  31. Mayo Clin Proc. 2006 Jan;81(1):94-101 [PMID: 16438485]
  32. Am J Hum Genet. 2001 Sep;69(3):660-3 [PMID: 11481587]
  33. Proc Natl Acad Sci U S A. 1998 Sep 1;95(18):10746-50 [PMID: 9724775]
  34. Hum Mol Genet. 1999 Apr;8(4):639-44 [PMID: 10072432]
  35. Ann Hum Genet. 2004 Jan;68(Pt 1):69-83 [PMID: 14748832]
  36. Ann Hum Genet. 1999 May;63(Pt 3):263-72 [PMID: 10738538]
  37. Am J Hum Genet. 2001 Apr;68(4):927-36 [PMID: 11254450]
  38. Clin Genet. 1989 Sep;36(3):178-82 [PMID: 2676268]
  39. Genet Epidemiol. 1984;1(2):109-22 [PMID: 6599401]

Grants

  1. ES09912/NIEHS NIH HHS
  2. K07CA093592-02/NCI NIH HHS
  3. R01-AR44422/NIAMS NIH HHS

MeSH Term

Arthritis, Rheumatoid
Chromosome Mapping
Genetic Linkage
Genome, Human
Humans

Word Cloud

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