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Rheumatoid Arthritis

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Goal: to identify genetic factors that predispose for rheumatoid ... Merlin and pedwipe to eliminate genotyping error and estimate marker allele frequency. ... – PowerPoint PPT presentation

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Title: Rheumatoid Arthritis


1
Rheumatoid Arthritis
  • GAW 15 Problem 2
  • Shuyan Wan

2
Project Overview (1)
  • Goal to identify genetic factors that predispose
    for rheumatoid arthritis (RA).
  • RA a complex disease with moderately strong
    genetic component.
  • Prevalence
  • 0.8 in Caucasians
  • 10 in Native American groups
  • Rare in rural Africans

3
Project Overview (2)
  • Sex difference
  • preponderance of females to males-31.
  • Mean age of onset in the 50s
  • with considerable variability and occasional
    presentation in the teenage years.

4
Implicated genes
  • HLA-DR alleles on 6p21 (also some evidence for
    haplotypic effects-class 1 region and central MHC
    with DR3)
  • Specific autoantibodies
  • IgM, anti-CCP (modulated by HLA-DR3), PTPN22
    (with R620W allele in rs2476601, rs1310182 or
    rs3789604)
  • PADI4 encodes on chrom1p, 5q and 17
  • CTLA4 on chrom 2q33.

5
Environmental Cofactors
  • Smoking
  • 2-fold increased riskthose have a shared epitope
    allele and also have elevated levels of anti-CCP.

6
Data from Study Centers
  • The North American RA Consortium (NARAC)
  • statgen/GAW15/NARAC/
  • The European RA Consortium (ECRAF)
    statgen/GAW15/France/
  • Canada
  • statgen/GAW15/Canada
  • UK
  • statgen/GAW15/UK

7
Data Categories
8
Family Size
  • NARAC 432 (average 10)
  • France 413 (average 6)
  • Canada mostly 4 and 1 family of size 7. (average
    4)
  • UK 49 (average 5)

9
(No Transcript)
10
Phenotype Data
  • NARAC including RA affection status, age
    onset,race,height,weight,antiCCP,DRB1_1,DRB1_2,
    etc.
  • France and Canada only RA affection status.
  • UK RA affection status, Cohort, Age
    Onset,Erosions,RFTiter,RFPast,DRB1_1,DRB1_2.

11
Data Format and Preprocessing
  • Comma-delimited files
  • Map files with unit in Kosambi cM or bp
  • Genotypes for typed individuals only.
  • Need to make use of pheno file, .DAT and .MAP
    file to make linkage input files for genehunter
    or allegro, etc.
  • Merlin and pedwipe to eliminate genotyping error
    and estimate marker allele frequency.

12
Initial Genome Scan France chrom1
13
France-chrom2-NPL score
14
France-chrom6
15
NARAC-MSdata
  • NPL scores for chrom 2, 4 and 5 are less than 2.

16
Research Questions
  • Construct confidence intervals for putative locus
    by asymptotic method and simulation methodwith
    MS data from France/NARAC/UK.
  • Candidate gene studies NARAC data. PTPN22-1519
    indept controls and 1393 cases.
  • Association mapping NARAC data. 2300 dense SNPs
    with 460 cases and 460 controls.
  • Quantitative Trait anti-CCP and IgM.
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