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A genome screen of systemic lupus erythematosus using affected-relative-pair linkage analysis with covariates demonstrates genetic heterogeneity

Abstract

Systemic lupus erythematosus (SLE) appears to be the consequence of complex genetics and of only partly understood environmental contributions. Previous work by ourselves and by others has established genetic effects on 1q, 2q, 4p, 6p, and 16p using SLE as the phenotype. However, individual SLE affecteds are extraordinarily different from one another by clinical and laboratory measures. This variation may have a genetic basis; if so, it is advantageous to incorporate measures of between-family clinical variability as covariates in a genetic linkage analysis of affected relative pairs (ARPs) to allow for locus heterogeneity. This approach was applied to genome scan marker data from 160 pedigrees multiplex for SLE and containing 202 ARPs. Because the number of potential covariates was large, we used both ad hoc methods and formal principal components analysis to construct four composite covariates using the SLE classification criteria plus age of onset, ethnicity, and sex. Linkage analysis without covariates has detected evidence for linkage at 1q22–24, 2q37, 4p16, 12p12–11, and 17p13. Linkage analysis with these covariates uncovered linkage at 13p11, 17q11–25, and 20q12 and greatly improved evidence for linkage at 1q22–24, 2q37, 12p12–11, and 17p13. Follow-up analysis identified the original variables contributing to locus heterogeneity in each of these locations. In conclusion, allowing for locus heterogeneity through the incorporation of covariates in linkage analysis is a useful way to dissect the genetic contributions to SLE and uncover new genetic effects.

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References

  1. Maddison PJ, Reichlin M . Deposition of antibodies to a soluble cytoplasmic antigen in the kidneys of patients with systemic lupus erythematosus Arthritis Rheum 1979 22: 858–863

    Article  CAS  Google Scholar 

  2. Skinner RP, Maddison PJ . Analysis of polyethylene glycol precipitates from SLE sera: antibody enrichment in association with disease activity Clin Exp Rheumatol 1990 8: 553–560

    CAS  PubMed  Google Scholar 

  3. Gladmann DD, Urowitz MD . Systemic lupus erythematosus: clinical features. In: Klippel JH, Dieppe PA (eds), Rheumatology Time Mirror International Publishers Ltd: London 1997

    Google Scholar 

  4. Tan EM, Cohen AS, Fries JF et al. The 1982 revised criteria for the classification of system lupus erythematosus Arthritis Rheum 1982 25: 1271–1277

    Article  CAS  Google Scholar 

  5. Hochberg MC . Updating the American College of Rheumatology criteria for systemic lupus erythematosus Arthritis Rheum 1997 40: 1725

    Article  CAS  Google Scholar 

  6. Blum A, Rubinow A, Galun E . Predominance of renal involvement in male patients with systemic lupus erythematosus Clin Exp Rheumatol 1991 9: 206–207

    CAS  PubMed  Google Scholar 

  7. Ward MM, Studenski S . Systemic lupus erythematosus in men: a multivariate analysis of gender differences in clinical manifestations J Rheumatol 1990 17: 220–224

    CAS  PubMed  Google Scholar 

  8. Molina JF, Drenkard C, Molina J et al. Systemic lupus erythematosus in males: a study of 107 Latin American patients Medicine 1996 25: 124–130

    Article  Google Scholar 

  9. Jacobsen S, Petersen J, Ullman S et al. A multicentre study of 513 Danish patients with systemic lupus erythematosus. I. Disease manifestations and analyses of clinical subsets Clin Rheumatol 1998 17: 468–477

    Article  CAS  Google Scholar 

  10. Mok CC, Lau CS, Chan TM, Wong RWS . Clinical characteristics and outcome of southern Chinese males with systemic lupus erythematosus Lupus 1999 8: 188–196

    Article  CAS  Google Scholar 

  11. Jedrey CM, Olson JM, Gray-McGuire C, Bruner GR, Harley JB, Moser KL . Increased prevalence of renal disease in SLE families with affected males Arthritis Rheum 2002 46: 428–435

    Article  Google Scholar 

  12. Goddard KAB, Witte JS, Suarez BK, Catalona WJ, Olson JM . Model-free linkage analysis with covariates confirms linkage of prostate cancer to chromosomes 1 and 4 Am J Hum Genet 2001 68: 1197–1206

    Article  CAS  Google Scholar 

  13. Gray-McGuire C, Moser KL, Gaffney PM et al. Genome scan of human systemic lupus erythematosus by regression modeling: evidence of linkage and epistasis at 4p16–15.2 Am J Hum Genet 2000 67: 1460–1469

    Article  CAS  Google Scholar 

  14. Gaffney PM, Ortmann WA, Selby SA et al. Genome screening in human systemic lupus erythematosus: results from a second Minnesota cohort and combined analyses of 187 sib-pair families Am J Hum Genet 2000 66: 547–556

    Article  CAS  Google Scholar 

  15. Lindqvist AKB, Steinsson K, Johanneson B et al. A susceptibility locus for human systemic lupus erythematosus (hSLE1) on chromosome 2q J Autoimmun 2000 14: 169–178

    Article  CAS  Google Scholar 

  16. Shai R, Quixmorio FP Jr, Li L et al. Genome-wide screen for systemic lupus erythematosus susceptibility genes in multiplex families Hum Mol Genet 1999 8: 639–644

    Article  CAS  Google Scholar 

  17. Nair RP, Henseler T, Jenish S et al. Evidence for two psoriasis susceptibility loci (HLA and 17q) and two novel candidate regions (16q and 20p) by genome-wide scan Hum Mol Genet 1997 6: 1349–1356

    Article  CAS  Google Scholar 

  18. Trembath RC, Clough RL, Rosbotham JL et al. Identification of a major susceptibility locus on chromosome 6p and evidence for further disease loci revealed by a two stage genome-wide search in psoriasis Hum Mol Genet 1997 6: 813–820

    Article  CAS  Google Scholar 

  19. Tomer Y, Barbesino G, Greenberg DA, Concepcion E, Davies TF . A new Graves disease-susceptibility locus maps to chromosome 20q11.2. International Consortium for the Genetics of Autoimmune Thyroid Disease Am J Hum Genet 1998 63: 1749–1756

    Article  CAS  Google Scholar 

  20. Moser KL, Neas BR, Salmon JE et al. Genome scan of human systemic lupus erythematosus: evidence for linkage on chromosome 1q in African-American pedigrees Proc Natl Acad Sci 1998 95: 14869–14874

    Article  CAS  Google Scholar 

  21. Bias WB, Reveille JD, Beaty TH, Meyer DA, Arnett FC . Evidence that autoimmunity in man is a mendelian dominant trait Am J Hum Genet 1986 39: 584–602

    CAS  PubMed  PubMed Central  Google Scholar 

  22. Nath SK, Kelly JA, Namjou B et al. Evidence for a susceptibility gene, SLEV1, on chromosome 17p13 in families with vitiligo-related systemic lupus erythematosus Am J Hum Genet 2001 69: 1401–1406

    Article  CAS  Google Scholar 

  23. Rao S, Olson JM, Moser KL et al. Linkage analysis of human systemic lupus erythematosus-related traits: a principal component approach Arthritis Rheum 2001 12: 2807–2818

    Article  Google Scholar 

  24. Olson JM . Relationship estimation by Markov-process models in a sib-pair linkage study Am J Hum Genet 1999 64: 1464–1472

    Article  CAS  Google Scholar 

  25. Klippel JH . Systemic lupus erythematosus: demographics, prognosis, and outcome J Rheumatol 1997 24): (Suppl 48): 67–71

    Google Scholar 

  26. Johnson RA, Wichern DW . Applied Multivariate Statistical Analysis Prentice Hall: Englewood Cliffs, New Jersey 1988

    Google Scholar 

  27. Whittemore AS, Tu I-P . Simple, robust linkage tests for affected sibs Am J Hum Genet 1998 62: 1228–1242

    Article  CAS  Google Scholar 

  28. S.A.G.E. Statistical Analysis for Genetic Epidemiology, Release 4.0 A computer program package available from the Department of Epidemiology and Biostatistics, Case Western Reserve University, Cleveland, Ohio 2001

  29. Holmans P . Asymptotic properties of affected-sib-pair linkage analysis Am J Hum Genet 1995 52: 362–374

    Google Scholar 

  30. Greenwood CMT, Bull SB . Analysis of affected sib pairs, with covariates—with and without constraints Am J Hum Genet 1999 64: 871–885

    Article  CAS  Google Scholar 

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Correspondence to J M Olson.

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This work was supported in part by US Public Health Service grants HG01577 from the National Center for Human Genome Research, RR03655 and RR15577 from the National Center for Research Resources, AR42460 and AR45231 from the National Institute of Arthritis and Musculoskeletal and Skin Diseases, and AI24717 and AI31584 from the National Institute of Allergy and Infectious Diseases and the US Department of Veterans Affairs. The 101 pedigrees (Cohorts A, B, and C) were obtained from the Lupus Multiplex Registry and Repository (AR52221) (see http://mrf.ouhsc.edu/lupus). Some of the results in this paper were obtained using the program package SAGE, supported by US Public Health Service Resource Grant RR03655 from the National Center for Research Resources.

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Olson, J., Song, Y., Dudek, D. et al. A genome screen of systemic lupus erythematosus using affected-relative-pair linkage analysis with covariates demonstrates genetic heterogeneity. Genes Immun 3 (Suppl 1), S5–S12 (2002). https://doi.org/10.1038/sj.gene.6363860

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