Supplementary Table 1. Characteristics of each study population Netherlandsa UKc Spainc, d Greekc 754 856 232 290 age in yrs (sd) 59.1 (7.5) 69 (na) 68.4 (9.1) 62.0 (12.8) BMI in kg/m2 25.6 (3.6) na na 25.6 (3.4) 57% 46% 39% 58% 381 1737 740 278 60 (7.5) 65 (na) 67 (8.3) 66 (8.8) 82% 60% 75% 89% 27 (4.7) Na na 29.6 (4.6) Hip 113 1290 257 52 Knee 161 447 261 226 Hip and/or knee 230 1737 518 278 Hand 223 na 222 na study controls Female casesa agec in yrs (sd) Female BMI in kg/m2 a The GARP study consists of 190 sibling pairs concordant for clinical and radiographically confirmed OA (Kellgren and Lawrence ≥ 2) (1) at two or more joint sites of the hand, spine (cervical or lumbar), knee or hip. bCases included from the UK, Spanish and Greek studies have severe primary OA and had undergone a total knee replacement (TKR) or total hip replacement (THR). c The hand OA patients included in the Spanish cohort were defined by clinical American College of Rheumatology (ACR) criteria.(2) dOverall number of cases and controls available for each study. eAge refers to age at recruitment (Netherlands, Spain and all controls) or joint replacement (UK cases). BMI = body mass index, na = not available. (1) Kellgren JH, Lawrence JS. Radiological assessment of osteo-arthrosis. Ann Rheum Dis 1957; 16(4):494-502. 1 (2) Altman R, Alarcon G, Appelrouth D, Bloch D, Borenstein D, Brandt K et al. The American College of Rheumatology criteria for the classification and reporting of osteoarthritis of the hand. Arthritis Rheum 1990; 33(11):1601-1610. 2 Supplementary Table 2: Location and minor allele frequency of the selected SNPsa Gene SNP Chrom Location MAF (bp) DIO3 Risk Power (%)b Remarks allele rs1190715 14 101092832 0.48 C 95 Intron, hapmap rs8011440 14 101094911 0.38 T 94 Intron, hapmap rs945006 14 101099030 0.11 G 49 3'UTR rs1378640 2 219625876 0.24 C 85 Hapmap located at 3' end of the gene rs3731881 2 219628656 0.35 A 93 3' UTR rs3731878 2 219628809 0.10 T 45 3'UTR rs3100776 2 219629444 0.04 C 13 Intron, hapmap rs1568400 17 35474634 0.26 C 87 Intron, hapmap rs939348 17 35485379 0.26 T 87 Intron, hapmap rs3744805 17 35501880 0.11 A 49 Intron, hapmap USP33 rs12030080 1 77970910 0.06 A 23 Intron, hapmap rs12121287 1 77974477 0.11 A 49 Coding non-synonymous rs11162380 1 77975329 0.27 C 88 r2=0.8 with rs2296227 non- IHH THRA synonymous SNP rs2147318 1 78015226 0.25 G 86 r2=1 with rs12142671 nonsynonymous SNP WSB1 a rs4795552 17 22637508 0.40 A 94 Hapmap located at 5' end of the gene rs7213148 17 22663173 0.03 T 9 Intron, hapmap rs6505204 17 22668196 0.43 G 95 Intron, hapmap Tagging SNPs were selected from HapMap Public Release #19 applying the efficient multi-marker method with r2 > 0.8 and minor allele frequency (MAF) > 0.05 as implemented in the HapMap web browser (http://www.hapmap.org;). SNP selector is a SNP selection tool build upon the high-quality SNP database (HQSNP) developed by CHG bioinformatics group http://snpselector.duhs.duke.edu/hqsnp36.html). It generates a SNP list sorted by tag SNP in LD block, SNP quality, SNP function, SNP regulatory potential, and SNP mutation risk. UTR=untranslated region. b Power determined at an alpha level of 0.0029 (0.05/number of SNPs measured), population risk 0.092, a log-additive or allelic model and an OR of 1.2. 3 Supplementary Table 3 Amount of alleles captured by the SNP selection Gene SNP Capture DIO3 rs1190715 The 3 SNPs genotyped capture all (100%) rs8011440 alleles of DIO3 at r2 >= 0.8 and MAF 0.05 rs945006 IHH rs1378640 The 4 SNPs genotyped capture 7 out of 9 rs3731881 (78%) alleles of IHH at r2 >= 0.8 and MAF rs3731878 0.05 rs3100776 THRA rs1568400 The 3 SNPs genotyped 5 out of 11 (45%) rs939348 alleles of THRA at r2 >= 0.8 and MAF 0.05 rs3744805 USP33 rs12030080 The 4 SNPs genotyped capture 15 out of 23 rs12121287 (65%) alleles of USP33 at r2 >= 0.8 and MAF rs11162380 0.05 rs2147318 WSB1 rs4795552 The 3 SNPs genotyped capture 10 out of 20 rs7213148 (50%) alleles of WSB1 at r2 >= 0.8 and MAF rs6505204 0.05 MAF=minor allele frequency. 4