Supplementary data

Meta-analysis dataset

For the meta-analysis, data were obtained either from dbGaP1, 2 or directly from the investigator who performed the GWAS.3-5 Only a subset of the NIA Phase II dataset of 1745 cases and 4047 controls have been deposited into the public domain; these include the 260 PD cases and 263 controls also included in NIA Phase I as well as an additional 671 PD cases and 535 controls. All datasets employed standard UK Brain Bank criteria6 for the diagnosis of PD, with a modification to allow the inclusion of cases that had a family history of PD.

An Illumina genotyping array (250, 300, 370, 550, 610, 1M, Omni1) was used by all studies. Prior to performing imputation, SNPs were excluded if: 1) there was ambiguity to strand (A/T or C/G); 2) mapped improperly to build 36.1; 3) minor allele frequency (MAF) < 0.01; 4) SNP call rate < 98%; 5) violation of Hardy Weinberg Equilibrium (HWE) in controls at p< 10-5; 6) haplotype-based test for non-random missing genotype data (i.e. minimum mishap test7) at p< 10-5; 7) significant differences in the SNP genotype rate between cases and controls at p< 10-4; 8) significant differences in the SNP genotype rate between males and females at p< 10-4; 9) significant differences in the SNP minor allele frequency between males and females at p< 10-7; 10) significant homogeneity test (Fisher’s exact test) across all control populations at p< 10-3 (n=506). Imputation was then performed for all autosomes using MACH 1.0.8 Each dataset was imputed separately. In each case, the subset of 500 samples (250 cases and 250 controls) with the highest call rates were used to perform the initial model parameter calculation using the --greedy setting and 100 iterations. These parameter files were then used to perform the imputation on all other individuals in the dataset. Prior to meta-analysis, results were filtered for imputation efficiency and any study with a MACH-derived Rsq < 0.30 did not contribute a result for that SNP to the meta-analysis.

Reference

1. Fung HC, Scholz S, Matarin M, et al. Genome-wide genotyping in Parkinson's disease and neurologically normal controls: first stage analysis and public release of data. Lancet Neurol 2006;5:911-6.

2. Simon-Sanchez J, Schulte C, Bras JM, et al. Genome-wide association study reveals genetic risk underlying Parkinson's disease. Nat Genet 2009;41:1308-12.

3. Pankratz N, Wilk JB, Latourelle JC, et al. Genomewide association study for susceptibility genes contributing to familial Parkinson disease. Hum Genet 2009;124:593-605.

4. Edwards TL, Scott WK, Almonte C, et al. Genome-wide association study confirms SNPs in SNCA and the MAPT region as common risk factors for Parkinson disease. Ann Hum Genet 2010;74:97-109.

5. Hamza TH, Zabetian CP, Tenesa A, et al. Common genetic variation in the HLA region is associated with late-onset sporadic Parkinson's disease. Nat Genet 2010;42:781-5.

6. Hughes AJ, Daniel SE, Kilford L, Lees AJ. Accuracy of clinical diagnosis of idiopathic Parkinson's disease: a clinico-pathological study of 100 cases. J Neurol Neurosurg Psychiatry 1992;55:181-4.

7. Purcell S, Neale B, Todd-Brown K, et al. PLINK: a tool set for whole-genome association and population-based linkage analyses. Am J Hum Genet 2007;81:559-75.

8. Li Y, Willer CJ, Ding J, Scheet P, Abecasis GR. MaCH: using sequence and genotype data to estimate haplotypes and unobserved genotypes. Genet Epidemiol 2010;34:816-34.

Supplementary Table 1. Genes and SNPs in the pathway.

1. PROTEIN DOMAIN SPECIFIC BINDING

Genes in this pathway and mapped with variant

Gene Name / Variant / Functional Class / -log10( P-value)
ARHGAP27 / rs7222389 / - / 10.025
MAPT / rs17652337 / - / 9.870
CLCN3 / rs10866341 / - / 3.512
CARD11 / rs7793143 / - / 3.197
GRM7 / rs9820568 / - / 3.097
USH2A / rs12141297 / - / 2.647
CARD14 / rs11655682 / - / 2.629
INSR / rs11882992 / - / 2.435
ESRRG / rs1126021 / - / 2.345
RIPK2 / rs39764 / - / 2.315
NOS1AP / rs12082010 / - / 2.239
ADAM15 / rs11264305 / - / 2.141
LAX1 / rs4951181 / - / 2.098
ELMO1 / rs10244965 / - / 2.049
LCK / rs1004420 / - / 2.012
PTPN12 / rs7811175 / - / 1.982
PPARGC1B / rs7725304 / - / 1.950
PTK2 / rs10089107 / - / 1.943
LDB2 / rs881790 / - / 1.936
EVL / rs12879635 / - / 1.934
ADAM9 / rs6474527 / - / 1.928
CCDC88C / rs7158142 / - / 1.876
AFAP1L2 / rs6585273 / - / 1.831
TBC1D10A / rs4823089 / - / 1.805
NUP62 / rs17668162 / - / 1.771
ARHGEF4 / rs10928514 / - / 1.752
CD2AP / rs1352029 / - / 1.734
DOCK4 / rs259312 / - / 1.672
NOD2 / rs3135500 / Regulatory region / 1.609
SQSTM1 / rs10516140 / - / 1.539
CARD8 / rs8112453 / - / 1.535
SRC / rs6018257 / - / 1.516
CADM1 / rs7105871 / - / 1.483
ESPN / rs2103673 / - / 1.423
BCL2 / rs2062011 / - / 1.411
IRS1 / rs17208470 / - / 1.382
ERCC1 / rs3212965 / - / 1.381
CARD9 / rs10870202 / - / 1.282
PAG1 / rs2705494 / - / 1.256
RAD9A / rs2066490 / - / 1.188
XPA / rs10983346 / - / 1.157
PDZK1 / rs1284300 / - / 1.076
MLF1 / rs10513527 / - / 1.036
USHBP1 / rs8112782 / - / 1.018
CFTR / rs2283058 / - / 0.991
NLRP2 / rs12609974 / - / 0.944
PTEN / rs1903858 / - / 0.909
HOXB1 / rs12939811 / Nonsynonymous coding (deleterious, q103h (polyphen-2)) / 0.899
HSP90AA1 / rs11621560 / - / 0.844
TLN1 / rs741917 / - / 0.830
JAK2 / rs12347727 / - / 0.781
CD3E / rs2231443 / - / 0.760
BAX / rs1009316 / - / 0.699
ARHGAP5 / rs8004384 / - / 0.682
SIT1 / rs2297880 / - / 0.635
SLC22A12 / rs475688 / - / 0.614
HSP90AB1 / rs504697 / - / 0.590
SSTR2 / rs12936744 / - / 0.558
CRK / rs11655449 / - / 0.512
STUB1 / rs1046112 / - / 0.494
WBP2NL / rs7292618 / - / 0.425
ABI2 / rs3769676 / - / 0.420
YWHAH / rs8192634 / - / 0.371
GPX1 / rs1800668 / - / 0.292
MICAL1 / rs947216 / - / 0.245
FOXH1 / rs750472 / - / 0.173
LAT2 / rs7810996 / - / 0.161

2. NEUROGENESIS

Genes in this pathway and mapped with variant

Gene Name / Variant / Functional Class / -log10( P-value)
MAPT / rs17652337 / - / 9.870
CNTN4 / rs4685491 / - / 4.839
CDK6 / rs2079147 / - / 3.251
EIF2B5 / rs4437175 / - / 3.019
ROBO1 / rs9837982 / - / 2.719
UNC5C / rs1813074 / - / 2.700
LMX1B / rs1336980 / - / 2.604
MDGA1 / rs12191285 / - / 2.594
NLGN1 / rs7635950 / - / 2.508
POU6F2 / rs12531789 / - / 2.471
NRP2 / rs849575 / - / 2.467
LRRC4C / rs2169485 / - / 2.423
ROBO2 / rs13097253 / - / 2.397
MDGA2 / rs11157548 / - / 2.339
PARD3 / rs11595034 / - / 2.258
NRXN1 / rs1915172 / - / 2.242
NTNG1 / rs6685989 / - / 2.184
TGFB2 / rs6657275 / - / 2.164
BRSK2 / rs2272426 / - / 2.087
NRXN3 / rs11159402 / - / 2.082
ATP2B2 / rs2013114 / - / 2.063
SHH / rs1233556 / - / 2.051
RTN4RL1 / rs4622541 / - / 1.926
BTG4 / rs11213916 / - / 1.922
KRT2 / rs2634041 / Nonsynonymous coding / 1.866
LST1 / rs9469027 / - / 1.836
LAMB1 / rs1548638 / - / 1.831
NF1 / rs8078423 / - / 1.810
CIT / rs278123 / - / 1.805
NPTN / rs7166504 / - / 1.790
FEZ2 / rs848615 / - / 1.747
NRCAM / rs17423264 / - / 1.711
RTN1 / rs1013822 / - / 1.702
FARP2 / rs10192057 / - / 1.695
RTN4 / rs10173203 / - / 1.678
GLI2 / rs13422337 / - / 1.669
KCNIP2 / rs10883689 / - / 1.626
VWC2 / rs10240495 / - / 1.610
CYFIP1 / rs1009153 / - / 1.601
NTNG2 / rs883318 / - / 1.597
PCSK9 / rs2479412 / - / 1.579
EIF2B3 / rs364482 / - / 1.556
AMIGO1 / rs17575427 / - / 1.551
SLIT2 / rs4697164 / - / 1.540
NRP1 / rs11009286 / - / 1.528
EIF2B2 / rs175042 / - / 1.484
PARD6B / rs16995475 / - / 1.476
PAX2 / rs3862028 / - / 1.471
PICK1 / rs4821735 / - / 1.449
DTX1 / rs10850127 / - / 1.302
CDK5R1 / rs735555 / - / 1.291
SEMA4F / rs3025987 / - / 1.259
BAIAP2 / rs9911098 / - / 1.257
TRAPPC4 / rs4938619 / - / 1.164
DPYSL5 / rs3820821 / - / 1.140
GHRL / rs4684677 / Nonsynonymous coding (deleterious,q78l(polyphen-2), q90l (snp3d)) / 1.132
RACGAP1 / rs2307084 / - / 1.065
SERPINF1 / rs1136287 / Nonsynonymous coding / 1.013
SLIT1 / rs4917756 / - / 0.955
OTX2 / rs698016 / - / 0.866
YWHAG / rs7800881 / - / 0.804
BAI1 / rs12682623 / - / 0.789
NF2 / rs1034880 / - / 0.734
EIF2B4 / rs7602534 / - / 0.733
FEZ1 / rs7106326 / - / 0.728
GDNF / rs2216711 / - / 0.702
CLN5 / rs1579 / - / 0.663
S100B / rs2839362 / - / 0.655
SPON2 / rs1250126 / - / 0.647
ALS2 / rs4673207 / - / 0.636
THY1 / rs3138092 / - / 0.604
RTN4RL2 / rs3851117 / - / 0.598
PPT1 / rs12118846 / - / 0.586
MAP1S / rs2287860 / - / 0.565
RND1 / rs12828980 / - / 0.513
AGRN / rs3121561 / - / 0.484
NRTN / rs1379868 / - / 0.466
YWHAH / rs8192634 / - / 0.371
CDK5 / rs2069456 / - / 0.348
SIAH1 / rs11648245 / - / 0.335
KLK8 / rs1701915 / - / 0.303
ARTN / rs1548634 / - / 0.298
AZU1 / rs12460890 / - / 0.282
EIF2B1 / rs7298287 / - / 0.279
SOD1 / rs10432782 / - / 0.267
UBB / rs9908067 / - / 0.247
POU4F1 / rs9601092 / - / 0.121

3. REGULATION OF NEUROGENESIS

Genes in this pathway and mapped with variant

Gene Name / Variant / Functional Class / -log10( P-value)
MAPT / rs17652337 / - / 9.870
ROBO1 / rs9837982 / - / 2.719
LRRC4C / rs2169485 / - / 2.423
ROBO2 / rs13097253 / - / 2.397
NF1 / rs8078423 / - / 1.810
NPTN / rs7166504 / - / 1.790
RTN4 / rs10173203 / - / 1.678
AMIGO1 / rs17575427 / - / 1.551
SLIT2 / rs4697164 / - / 1.540
SERPINF1 / rs1136287 / Nonsynonymous coding / 1.013
THY1 / rs3138092 / - / 0.604
YWHAH / rs8192634 / - / 0.371
KLK8 / rs1701915 / - / 0.303

4. POSITIVE REGULATION OF AXONOGENESIS

Genes in this pathway and mapped with variant

Gene Name / Variant / Functional Class / -log10( P-value)
MAPT / rs17652337 / - / 9.870
ROBO1 / rs9837982 / - / 2.719
CDH4 / rs11905237 / - / 2.689
NTN1 / rs7214739 / - / 2.513
ROBO2 / rs13097253 / - / 2.397
TIAM1 / rs8127555 / - / 1.930
AMIGO1 / rs17575427 / - / 1.551
SLIT2 / rs4697164 / - / 1.540
NGF / rs11466102 / - / 1.447
SEMA4D / rs11788680 / - / 1.405
PLXNB1 / rs1037773 / - / 1.273
LIMK1 / rs810538 / - / 1.008
TNFRSF12A / rs13209 / - / 0.332
METRN / rs6600231 / - / 0.115
PLXNB2 / rs6010226 / - / 0.097

5. hsa00363

Genes in this pathway and mapped with variant

Gene Name / Variant / Functional Class / -log10( P-value)
HSD3B7 / rs9938550 / Nonsynonymous coding / 4.007
PON2 / rs2299266 / - / 2.068
PON3 / rs13226149 / Nonsynonymous coding/regulatoryregion / 1.892
PON1 / rs2299261 / - / 1.013
AKR1B10 / rs3735041 / - / 0.635

6. REGULATION_OF_PROTEIN_POLYMERIZATION

Genes in this pathway and mapped with variant

Gene Name / Variant / Functional Class / -log10( P-value)
MAPT / rs17652337 / - / 9.870
MAPRE1 / rs2070090 / - / 3.471
NCK1 / rs1048145 / - / 2.008
RASA1 / rs16902608 / - / 1.852
TPPP / rs6898393 / - / 1.712
NCK2 / rs6707820 / - / 0.874
LATS1 / rs9800736 / Regulatory region / 0.583
CDC42EP5 / rs7259127 / - / 0.553
CDC42EP2 / rs630055 / - / 0.369

7. NEGATIVE REGULATION OF ORGANELLE ORGANIZATION

Genes in this pathway and mapped with variant

Gene Name / Variant / Functional Class / -log10( P-value)
MAPT / rs17652337 / - / 9.870
MAPRE1 / rs2070090 / - / 3.471
TERF2 / rs3785073 / - / 3.106
SPTBN5 / rs1618332 / - / 2.699
SCIN / rs10255616 / - / 2.222
CLASP2 / rs4679044 / - / 2.220
SPTBN1 / rs2941594 / - / 1.822
CAPZB / rs214344 / - / 1.730
MAP6D1 / rs8391 / - / 1.717
CLASP1 / rs17775711 / - / 1.630
DLC1 / rs11784553 / - / 1.614
RDX / rs4754429 / - / 1.613
SVIL / rs1247086 / - / 1.515
PAX5 / rs7857710 / - / 1.513
GSN / rs4582630 / - / 1.442
CAPZA2 / rs41795 / - / 1.435
MAP4 / rs11708790 / - / 1.425
ERCC1 / rs3212965 / - / 1.381
LIMA1 / rs10506291 / - / 1.356
TRIOBP / rs8140958 / Nonsynonymous coding (deleterious, r1377w (snp3d)) / 1.351
SPTA1 / rs2276401 / - / 1.339
KATNB1 / rs2967129 / - / 1.333
MAP2 / rs16843060 / - / 1.314
APC / rs3846717 / - / 1.204
SPTAN1 / rs3750332 / - / 1.142
SPTB / rs229591 / - / 1.000
SPTBN4 / rs2445884 / - / 0.902
AVIL / rs10877021 / - / 0.865
TERF2IP / rs17764821 / - / 0.820
VIL1 / rs17462630 / - / 0.709
TRIM54 / rs11686131 / - / 0.670
ERCC4 / rs1799802 / Nonsynonymous coding (deleterious, p379s (polyphen-2), p379s (sift), p379s (snp3d)) / 0.535
CAPZA1 / rs12048528 / - / 0.506
SPTBN2 / rs12805133 / - / 0.451
ARHGEF2 / rs2297649 / - / 0.368
VILL / rs9858321 / - / 0.366
CAPG / rs11690650 / - / 0.352
STMN1 / rs159522 / - / 0.342
EPB49 / rs7005304 / - / 0.239
CAPZA3 / rs1075421 / - / 0.135

8. hsa01510

Genes in this pathway and mapped with variant

Gene Name / Variant / Functional Class / -log10( P-value)
SNCA / rs356165 / - / 20.032
MAPT / rs17652337 / - / 9.870
UCHL1 / rs3822050 / - / 4.034
PARK2 / rs4623220 / - / 3.636
LRRK2 / rs17465681 / - / 3.402
SETX / rs744133 / - / 2.835
FBXW7 / rs2714804 / - / 2.728
NR4A2 / rs13428968 / - / 1.912
APP / rs373521 / - / 1.863
CASP8 / rs7608692 / - / 1.842
GSS / rs2025096 / - / 1.820
CASP1 / rs530537 / - / 1.705
HSPA5 / rs17253433 / - / 1.643
APBA1 / rs10867620 / - / 1.558
ATN1 / rs2071076 / - / 1.484
CREBBP / rs2530890 / - / 1.437
BCL2 / rs2062011 / - / 1.411
VAPB / rs1476359 / - / 1.406
BAD / rs660442 / - / 1.271
EP300 / rs2294976 / - / 1.223
CASP7 / rs11196444 / - / 1.134
GRB2 / rs4350602 / - / 1.121
HTT / rs2276881 / - / 1.054
PSEN2 / rs12070751 / - / 0.930
GFAP / rs17629022 / - / 0.920
NGFR / rs2537706 / - / 0.783
BAX / rs1009316 / - / 0.699
CASP3 / rs2720376 / - / 0.690
ALS2 / rs4673207 / - / 0.636
PINK1 / rs2298299 / - / 0.630
PARK7 / rs4908488 / - / 0.578
PSEN1 / rs17125721 / Nonsynonymous coding&splice site (deleterious, e318g(snp3d)) / 0.564
APLP1 / rs16970737 / - / 0.522
CASP6 / rs5030582 / - / 0.516
BCL2L1 / rs6060652 / - / 0.456
NEFH / rs165625 / - / 0.416
GAPDH / rs1060619 / - / 0.335
PRNP / rs6084833 / - / 0.309
SOD1 / rs10432782 / - / 0.267

9. NEURON DIFFERENTIATION