Home LiteratureArticle Details
PMID: 22737082 Published · ppublish English Journal Article Meta-Analysis Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Geographic differences in genetic susceptibility to IgA nephropathy: GWAS replication study and geospatial risk analysis.

PLoS genetics ·Vol. 8 ·No. 6 ·2012-00-00 ·Pages e1002765

Kiryluk K, Li Y, Sanna-Cherchi S, Rohanizadegan M, Suzuki H, Eitner F, Snyder HJ, Choi M, Hou P, Scolari F, Izzi C, Gigante M, Gesualdo L, Savoldi S, Amoroso A, Cusi D, Zamboli P, Julian BA, Novak J, Wyatt RJ, Mucha K, Perola M, Kristiansson K, Viktorin A, Magnusson PK, Thorleifsson G, Thorsteinsdottir U, Stefansson K, Boland A, Metzger M, Thibaudin L, Wanner C, Jager KJ, Goto S, Maixnerova D, Karnib HH, Nagy J, Panzer U, Xie J, Chen N, Tesar V, Narita I, Berthoux F, Floege J, Stengel B, Zhang H, Lifton RP, Gharavi AG

Abstract

IgA nephropathy (IgAN), major cause of kidney failure worldwide, is common in Asians, moderately prevalent in Europeans, and rare in Africans. It is not known if these differences represent variation in genes, environment, or ascertainment. In a recent GWAS, we localized five IgAN susceptibility loci on Chr.6p21 (HLA-DQB1/DRB1, PSMB9/TAP1, and DPA1/DPB2 loci), Chr.1q32 (CFHR3/R1 locus), and Chr.22q12 (HORMAD2 locus). These IgAN loci are associated with risk of other immune-mediated disorders such as type I diabetes, multiple sclerosis, or inflammatory bowel disease. We tested association of these loci in eight new independent cohorts of Asian, European, and African-American ancestry (N = 4,789), followed by meta-analysis with risk-score modeling in 12 cohorts (N = 10,755) and geospatial analysis in 85 world populations. Four susceptibility loci robustly replicated and all five loci were genome-wide significant in the combined cohort (P = 5×10⁻³²-3×10⁻¹⁰), with heterogeneity detected only at the PSMB9/TAP1 locus (I² = 0.60). Conditional analyses identified two new independent risk alleles within the HLA-DQB1/DRB1 locus, defining multiple risk and protective haplotypes within this interval. We also detected a significant genetic interaction, whereby the odds ratio for the HORMAD2 protective allele was reversed in homozygotes for a CFHR3/R1 deletion (P = 2.5×10⁻⁴). A seven-SNP genetic risk score, which explained 4.7% of overall IgAN risk, increased sharply with Eastward and Northward distance from Africa (r = 0.30, P = 3×10⁻¹²⁸). This model paralleled the known East-West gradient in disease risk. Moreover, the prediction of a South-North axis was confirmed by registry data showing that the prevalence of IgAN-attributable kidney failure is increased in Northern Europe, similar to multiple sclerosis and type I diabetes. Variation at IgAN susceptibility loci correlates with differences in disease prevalence among world populations. These findings inform genetic, biological, and epidemiological investigations of IgAN and permit cross-comparison with other complex traits that share genetic risk loci and geographic patterns with IgAN.

MeSH Terms
Africa African Americans/genetics Alleles Asia Asians/genetics Blood Proteins/genetics Cohort Studies Cysteine Endopeptidases/genetics Diabetes Mellitus, Type 1/genetics Europe Genetic Predisposition to Disease Genome-Wide Association Study Glomerulonephritis, IGA/genetics HLA-DQ beta-Chains/genetics Haplotypes Humans Linkage Disequilibrium Multiple Sclerosis/genetics Risk Factors Whites/genetics
Chemicals
Blood Proteins CFHR3 protein, human HLA-DQ beta-Chains HLA-DQB1 antigen LMP-2 protein Cysteine Endopeptidases
Authors & Affiliations
48 authors, click to expand affiliations / ORCID
Kiryluk Krzysztof
Department of Medicine, College of Physicians and Surgeons, Columbia University, New York, New York, United States of America.
Li Yifu
Sanna-Cherchi Simone
Rohanizadegan Mersedeh
Suzuki Hitoshi
Eitner Frank
Snyder Holly J
Choi Murim
Hou Ping
Scolari Francesco
Izzi Claudia
Gigante Maddalena
Gesualdo Loreto
Savoldi Silvana
Amoroso Antonio
Cusi Daniele
Zamboli Pasquale
Julian Bruce A
Novak Jan
Wyatt Robert J
Mucha Krzysztof
Perola Markus
Kristiansson Kati
Viktorin Alexander
Magnusson Patrik K
Thorleifsson Gudmar
Thorsteinsdottir Unnur
Stefansson Kari
Boland Anne
Metzger Marie
Thibaudin Lise
Wanner Christoph
Jager Kitty J
Goto Shin
Maixnerova Dita
Karnib Hussein H
Nagy Judit
Panzer Ulf
Xie Jingyuan
Chen Nan
Tesar Vladimir
Narita Ichiei
Berthoux Francois
Floege Jürgen
Stengel Benedicte
Zhang Hong
Lifton Richard P
Gharavi Ali G
Conflict of Interest

The authors have declared that no competing interests exist.

References (52)
52 references, click to expand
  1. End-stage renal disease in China.
    Kidney Int. 1996 Jan;49(1):287-301 PMID: 8770982
  2. Genetic heterogeneity in Italian families with IgA nephropathy: suggestive linkage for two novel IgA nephropathy loci.
    Am J Hum Genet. 2006 Dec;79(6):1130-4 PMID: 17186473
  3. Incidence of latent mesangial IgA deposition in renal allograft donors in Japan.
    Kidney Int. 2003 Jun;63(6):2286-94 PMID: 12753320
  4. New loci associated with kidney function and chronic kidney disease.
    Nat Genet. 2010 May;42(5):376-84 PMID: 20383146
  5. HLA has strongest association with IgA nephropathy in genome-wide analysis.
    J Am Soc Nephrol. 2010 Oct;21(10):1791-7 PMID: 20595679
  6. Assessing heterogeneity in meta-analysis: Q statistic or I2 index?
    Psychol Methods. 2006 Jun;11(2):193-206 PMID: 16784338
  7. No gene is an island: the flip-flop phenomenon.
    Am J Hum Genet. 2007 Mar;80(3):531-8 PMID: 17273975
  8. High resolution analysis of haplotype diversity and meiotic crossover in the human TAP2 recombination hotspot.
    Hum Mol Genet. 2000 Mar 22;9(5):725-33 PMID: 10749979
  9. Familial cases of Berger's disease and anaphylactoid purpura: more frequent than previously thought.
    Am J Med. 1989 Aug;87(2):246-8 PMID: 2757072
  10. The prevalence of IgA nephropathy in Manitoba Native Indian children.
    Can J Public Health. 1988 Sep-Oct;79(5):308-10 PMID: 3179903
  11. In human macrophages the complement component C5a induces the expression of oncostatin M via AP-1 activation.
    Arterioscler Thromb Vasc Biol. 2008 Mar;28(3):498-503 PMID: 18187666
  12. The human genetic history of the Americas: the final frontier.
    Curr Biol. 2010 Feb 23;20(4):R202-7 PMID: 20178768
  13. Estimation of effect size distribution from genome-wide association studies and implications for future discoveries.
    Nat Genet. 2010 Jul;42(7):570-5 PMID: 20562874
  14. Molecular mapping of a recombination hotspot located in the second intron of the human TAP2 locus.
    Am J Hum Genet. 1995 Jun;56(6):1350-8 PMID: 7762558
  15. Aberrant glycosylation of IgA1 is inherited in both pediatric IgA nephropathy and Henoch-Schönlein purpura nephritis.
    Kidney Int. 2011 Jul;80(1):79-87 PMID: 21326171
  16. High-density SNP screening of the major histocompatibility complex in systemic lupus erythematosus demonstrates strong evidence for independent susceptibility regions.
    PLoS Genet. 2009 Oct;5(10):e1000696 PMID: 19851445
  17. The pathophysiology of IgA nephropathy.
    J Am Soc Nephrol. 2011 Oct;22(10):1795-803 PMID: 21949093
  18. Natural history and risk factors for immunoglobulin A nephropathy in Japan. Research Group on Progressive Renal Diseases.
    Am J Kidney Dis. 1997 Apr;29(4):526-32 PMID: 9100040
  19. IgA nephropathy in the triethnic population of New Mexico.
    Clin Nephrol. 2009 Sep;72(3):163-9 PMID: 19761719
  20. Localization of type 1 diabetes susceptibility to the MHC class I genes HLA-B and HLA-A.
    Nature. 2007 Dec 6;450(7171):887-92 PMID: 18004301
  21. Multiple sclerosis: geoepidemiology, genetics and the environment.
    Autoimmun Rev. 2010 Mar;9(5):A387-94 PMID: 19932200
  22. Immunoglobulin and complement deposition in glomeruli of 756 subjects who had committed suicide or met with a violent death.
    J Clin Pathol. 1993 Jul;46(7):607-10 PMID: 8157744
  23. Mesangiopathic glomerulonephritis in Zuni (New Mexico) Indians.
    Arch Pathol Lab Med. 1989 Feb;113(2):148-57 PMID: 2464977
  24. Characterization of recombination in the HLA class II region.
    Am J Hum Genet. 1997 Feb;60(2):397-407 PMID: 9012413
  25. IgA nephropathy, the most common cause of glomerulonephritis, is linked to 6q22-23.
    Nat Genet. 2000 Nov;26(3):354-7 PMID: 11062479
  26. Interaction between ERAP1 and HLA-B27 in ankylosing spondylitis implicates peptide handling in the mechanism for HLA-B27 in disease susceptibility.
    Nat Genet. 2011 Jul 10;43(8):761-7 PMID: 21743469
  27. A retrospective analysis of the natural history of primary IgA nephropathy worldwide.
    Am J Med. 1990 Aug;89(2):209-15 PMID: 2200265
  28. Random-effects model aimed at discovering associations in meta-analysis of genome-wide association studies.
    Am J Hum Genet. 2011 May 13;88(5):586-98 PMID: 21565292
  29. Genome-wide linkage scan of a large family with IgA nephropathy localizes a novel susceptibility locus to chromosome 2q36.
    J Am Soc Nephrol. 2007 Aug;18(8):2408-15 PMID: 17634434
  30. Incidence of IgA-related nephritides in American Indians in New Mexico.
    Hum Pathol. 1985 Feb;16(2):181-4 PMID: 3972397
  31. Familial IgA nephropathy. Evidence of an inherited mechanism of disease.
    N Engl J Med. 1985 Jan 24;312(4):202-8 PMID: 3855328
  32. [Intercapillary deposits of IgA-IgG].
    J Urol Nephrol (Paris). 1968 Sep;74(9):694-5 PMID: 4180586
  33. Is IgA nephropathy the commonest primary glomerulopathy among young adults in the USA?
    Kidney Int. 2006 Apr;69(8):1455-8 PMID: 16531983
  34. Familial aggregation of primary glomerulonephritis in an Italian population isolate: Valtrompia study.
    Kidney Int. 2006 Mar;69(6):1033-40 PMID: 16528253
  35. Genome-wide association study identifies susceptibility loci for IgA nephropathy.
    Nat Genet. 2011 Mar 13;43(4):321-7 PMID: 21399633
  36. Genetic risk and a primary role for cell-mediated immune mechanisms in multiple sclerosis.
    Nature. 2011 Aug 10;476(7359):214-9 PMID: 21833088
  37. The geoepidemiology of type 1 diabetes.
    Autoimmun Rev. 2010 Mar;9(5):A355-65 PMID: 19969107
  38. Patterns of renal disease in Cape Town South Africa: a 10-year review of a single-centre renal biopsy database.
    Nephrol Dial Transplant. 2011 Jun;26(6):1853-61 PMID: 20980357
  39. Aberrant IgA1 glycosylation is inherited in familial and sporadic IgA nephropathy.
    J Am Soc Nephrol. 2008 May;19(5):1008-14 PMID: 18272841
  40. Genetic and environmental factors and the distribution of multiple sclerosis in Europe.
    Eur J Neurol. 2010 Sep;17(9):1210-1214 PMID: 20345929
  41. A unified stepwise regression procedure for evaluating the relative effects of polymorphisms within a gene using case/control or family data: application to HLA in type 1 diabetes.
    Am J Hum Genet. 2002 Jan;70(1):124-41 PMID: 11719900
  42. PLINK: a tool set for whole-genome association and population-based linkage analyses.
    Am J Hum Genet. 2007 Sep;81(3):559-75 PMID: 17701901
  43. Frequency of mesangial IgA deposits in a non-selected autopsy series.
    Nephrol Dial Transplant. 1989;4(11):943-6 PMID: 2516884
  44. Defining and analyzing geoepidemiology and human autoimmunity.
    J Autoimmun. 2010 May;34(3):J168-77 PMID: 20034761
  45. Familial clustering of IgA nephropathy: further evidence in an Italian population.
    Am J Kidney Dis. 1999 May;33(5):857-65 PMID: 10213640
  46. Familial IgA nephropathy: a study of HLA class II allogenotypes in a Chinese kindred.
    Am J Kidney Dis. 1992 Nov;20(5):458-62 PMID: 1359783
  47. IgA nephropathy in renal allografts: increased frequency in Native American patients.
    Ren Fail. 1995 Jul;17(4):449-56 PMID: 7569115
  48. HLA-Bw35 and mesangial IgA glomerulonephritis.
    N Engl J Med. 1978 May 4;298(18):1034-5 PMID: 643002
  49. Incidence of childhood-onset insulin-dependent diabetes mellitus: the EURODIAB ACE Study.
    Lancet. 1992 Apr 11;339(8798):905-9 PMID: 1348306
  50. Sample size requirements for association studies of gene-gene interaction.
    Am J Epidemiol. 2002 Mar 1;155(5):478-84 PMID: 11867360
  51. Familial IgA nephropathy: a study of renal disease in an Australian aboriginal family.
    Aust N Z J Med. 1987 Feb;17(1):27-33 PMID: 3497624
  52. HLA DR-DQ haplotypes and genotypes and type 1 diabetes risk: analysis of the type 1 diabetes genetics consortium families.
    Diabetes. 2008 Apr;57(4):1084-92 PMID: 18252895
Article Info
Journal
PLoS genetics
Abbr.
PLoS Genet
ISSN
1553-7404
Published
2012-00-00
Epub
2012-00-21
Pages
e1002765
Language
English
Region
United States
NLM ID
101239074
PMCID
PMC3380840
Subset
IM
Grants
NIDDK NIH HHS · RC1DK087445 · United States
NIDDK NIH HHS · RC1 DK087445 · United States
NIDDK NIH HHS · P30 DK079310 · United States
NIDDK NIH HHS · R01DK082753 · United States
NIDDK NIH HHS · K23 DK090207 · United States
NIDDK NIH HHS · R01 DK082753 · United States
NIDDK NIH HHS · K23DK090207 · United States
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]