Table 1.
Summary of discovery and fine-mapping analyses of the 40 index coding variants associated with T2D (p<2.2×10−7).
Discovery meta-analysis using exome-array component: 81,412 T2D cases and 370,832 controls from diverse ancestries | Fine-mapping meta-analysis using GWAS: 50,160 T2D cases and 465,272 controls from European ancestry | |||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Locus | Index variant | rs ID | Chr | Pos | Alleles | RAF | BMI unadjusted | BMI adjusted | RAF | OR | L95 | U95 | p-value | Group | ||||||
R/O | OR | L95 | U95 | p-value | OR | L95 | U95 | p-value | ||||||||||||
Previously reported T2D associated loci | ||||||||||||||||||||
MACF1 | MACF1 p.Met1424Val | rs2296172 | 1 | 39,835,817 | G/A | 0.193 | 1.06 | 1.05 | 1.08 | 6.7×10−16 | 1.04 | 1.03 | 1.06 | 5.9×10−8 | 0.22 | 1.08 | 1.06 | 1.1 | 1.6×10−15 | 3 |
GCKR | GCKR p.Pro446Leu | rs1260326 | 2 | 27,730,940 | C/T | 0.630 | 1.06 | 1.05 | 1.08 | 5.3×10−25 | 1.06 | 1.04 | 1.07 | 3.2×10−18 | 0.607 | 1.05 | 1.04 | 1.07 | 9.1×10−10 | 1 |
THADA | THADA p.Cys845Tyr | rs35720761 | 2 | 43,519,977 | C/T | 0.895 | 1.08 | 1.05 | 1.1 | 4.6×10−15 | 1.07 | 1.05 | 1.10 | 8.3×10−16 | 0.881 | 1.1 | 1.07 | 1.12 | 3.4×10−12 | 2 |
GRB14 | COBLL1 p.Asn901Asp | rs7607980 | 2 | 165,551,201 | T/C | 0.879 | 1.08 | 1.06 | 1.11 | 8.6×10−20 | 1.09 | 1.07 | 1.12 | 5.0×10−23 | 0.871 | 1.08 | 1.06 | 1.11 | 3.6×10−10 | 2 |
PPARG | PPARG p.Pro12Ala | rs1801282 | 3 | 12,393,125 | C/G | 0.887 | 1.09 | 1.07 | 1.11 | 1.4×10−17 | 1.10 | 1.07 | 1.12 | 2.7×10−19 | 0.876 | 1.12 | 1.09 | 1.14 | 3.7×10−17 | 3 |
IGF2BP2 | SENP2 p.Thr291Lys | rs6762208 | 3 | 185,331,165 | A/C | 0.367 | 1.03 | 1.01 | 1.04 | 1.6×10−6 | 1.03 | 1.02 | 1.05 | 3.0×10−8 | 0.339 | 1.02 | 1.01 | 1.04 | 0.01 | 2 |
WFS1 | WFS1 p.Val333Ile | rs1801212 | 4 | 6,302,519 | A/G | 0.748 | 1.07 | 1.06 | 1.09 | 1.1×10−24 | 1.07 | 1.05 | 1.08 | 7.1×10−21 | 0.703 | 1.07 | 1.05 | 1.09 | 4.1×10−13 | 2 |
PAM-PPIP5K2 | PAM p.Asp336Gly | rs35658696 | 5 | 102,338,811 | G/A | 0.045 | 1.13 | 1.10 | 1.17 | 1.2×10−16 | 1.13 | 1.09 | 1.17 | 7.4×10−15 | 0.051 | 1.17 | 1.13 | 1.22 | 2.5×10−17 | 1 |
RREB1 | RREB1 p.Asp1171Asn | rs9379084 | 6 | 7,231,843 | G/A | 0.884 | 1.08 | 1.06 | 1.11 | 1.1×10−13 | 1.10 | 1.07 | 1.13 | 1.5×10−17 | 0.888 | 1.09 | 1.06 | 1.12 | 1.1×10−9 | 1 |
RREB1 p.Ser1499Tyr | rs35742417 | 6 | 7,247,344 | C/A | 0.836 | 1.04 | 1.03 | 1.06 | 5.5×10−8 | 1.04 | 1.02 | 1.06 | 2.2×10−7 | 0.817 | 1.04 | 1.02 | 1.07 | 0.00012 | 2 | |
MHC | TCF19 p.Met131Val | rs2073721 | 6 | 31,129,616 | G/A | 0.749 | 1.04 | 1.02 | 1.05 | 1.6×10−10 | 1.04 | 1.02 | 1.05 | 2.3×10−9 | N/A | N/A | N/A | N/A | N/A | N/A |
PAX4 | PAX4 p.Arg190His | rs2233580 | 7 | 127,253,550 | T/C | 0.029 | 1.36 | 1.25 | 1.48 | 1.8×10−12 | 1.38 | 1.26 | 1.51 | 4.2×10−13 | 0 | N/A | N/A | N/A | N/A | N/A |
SLC30A8 | SLC30A8 p.Arg276Trp | rs13266634 | 8 | 118,184,783 | C/T | 0.691 | 1.09 | 1.08 | 1.11 | 1.9×10−47 | 1.09 | 1.08 | 1.11 | 1.3×10−47 | 0.683 | 1.12 | 1.1 | 1.14 | 8.2×10−36 | 1 |
GPSM1 | GPSM1 p.Ser391Leu | rs60980157 | 9 | 139,235,415 | C/T | 0.771 | 1.06 | 1.05 | 1.08 | 3.2×10−16 | 1.06 | 1.05 | 1.08 | 6.6×10−16 | 0.756 | 1.06 | 1.04 | 1.09 | 8.3×10−8 | 3 |
KCNJ11-ABCC8 | KCNJ11 p.Lys29Glu | rs5219 | 11 | 17,409,572 | T/C | 0.364 | 1.06 | 1.05 | 1.07 | 5.7×10−22 | 1.07 | 1.05 | 1.08 | 1.5×10−22 | 0.381 | 1.07 | 1.05 | 1.09 | 8.1×10−16 | 1 |
CENTD2 | ARAP1 p.Gln802Glu | rs56200889 | 11 | 72,408,055 | G/C | 0.733 | 1.04 | 1.02 | 1.05 | 4.8×10−8 | 1.05 | 1.03 | 1.06 | 5.2×10−10 | 0.727 | 1.05 | 1.03 | 1.07 | 2.3×10−8 | 2 |
KLHDC5 | MRPS35 p.Gly43Arg | rs1127787 | 12 | 27,867,727 | G/A | 0.850 | 1.06 | 1.04 | 1.08 | 1.4×10−11 | 1.05 | 1.03 | 1.07 | 1.5×10−8 | 0.842 | 1.06 | 1.04 | 1.09 | 2.2×10−7 | 2 |
HNF1A | HNF1A p.Ile75Leu | rs1169288 | 12 | 121,416,650 | C/A | 0.323 | 1.04 | 1.03 | 1.06 | 1.1×10−11 | 1.04 | 1.02 | 1.06 | 1.9×10−10 | 0.33 | 1.05 | 1.04 | 1.07 | 4.6×10−9 | 1 |
HNF1A p.Ala146Val | rs1800574 | 12 | 121,416,864 | T/C | 0.029 | 1.11 | 1.06 | 1.15 | 6.1×10−8 | 1.10 | 1.06 | 1.15 | 1.3×10−7 | 0.03 | 1.16 | 1.1 | 1.21 | 5.0×10−9 | 1 | |
MPHOSPH9 | SBNO1 p.Ser729Asn | rs1060105 | 12 | 123,806,219 | C/T | 0.815 | 1.04 | 1.02 | 1.06 | 5.7×10−7 | 1.04 | 1.02 | 1.06 | 1.1×10−7 | 0.787 | 1.04 | 1.02 | 1.06 | 3.6×10−5 | 2 |
CILP2 | TM6SF2 p.Glu167Lys | rs58542926 | 19 | 19,379,549 | T/C | 0.076 | 1.07 | 1.05 | 1.10 | 4.8×10−12 | 1.09 | 1.06 | 1.11 | 3.4×10−15 | 0.076 | 1.09 | 1.05 | 1.12 | 2.0×10−7 | 1 |
GIPR | GIPR p.Glu318Gln | rs1800437 | 19 | 46,181,392 | C/G | 0.200 | 1.03 | 1.02 | 1.05 | 7.1×10−5 | 1.06 | 1.04 | 1.07 | 6.8×10−12 | 0.213 | 1.09 | 1.06 | 1.12 | 4.6×10−9 | 1 |
HNF4A | HNF4A p.Thr139Ile | rs1800961 | 20 | 43,042,364 | T/C | 0.032 | 1.09 | 1.05 | 1.13 | 2.6×10−8 | 1.10 | 1.06 | 1.14 | 5.0×10−8 | 0.037 | 1.17 | 1.12 | 1.22 | 1.4×10−12 | 1 |
MTMR3-ASCC2 | ASCC2 p.Asp407His | rs28265 | 22 | 30,200,761 | C/G | 0.925 | 1.09 | 1.06 | 1.11 | 2.1×10−12 | 1.09 | 1.07 | 1.12 | 4.4×10−14 | 0.916 | 1.1 | 1.07 | 1.14 | 9.6×10−11 | 3 |
Novel T2D associated loci | ||||||||||||||||||||
FAM63A | FAM63A p.Tyr95Asn | rs140386498 | 1 | 150,972,959 | A/T | 0.988 | 1.21 | 1.14 | 1.28 | 7.5×10−8 | 1.19 | 1.12 | 1.26 | 6.7×10−7 | 0.986 | 1.15 | 1.06 | 1.25 | 0.00047 | 3 |
CEP68 | CEP68 p.Gly74Ser | rs7572857 | 2 | 65,296,798 | G/A | 0.846 | 1.05 | 1.04 | 1.07 | 8.3×10−9 | 1.05 | 1.03 | 1.07 | 6.6×10−7 | 0.830 | 1.06 | 1.03 | 1.08 | 6.6×10−7 | 2 |
KIF9 | KIF9 p.Arg638Trp | rs2276853 | 3 | 47,282,303 | A/G | 0.588 | 1.02 | 1.01 | 1.04 | 8.0×10−5 | 1.03 | 1.02 | 1.05 | 5.3×10−8 | 0.602 | 1.04 | 1.02 | 1.05 | 2.6×10−5 | 3 |
ANKH | ANKH p.Arg187Gln | rs146886108 | 5 | 14,751,305 | C/T | 0.996 | 1.29 | 1.16 | 1.45 | 1.4×10−7 | 1.27 | 1.13 | 1.41 | 3.5×10−7 | 0.995 | 1.51 | 1.29 | 1.77 | 3.5×10−7 | 1 |
POC5 | POC5 p.His36Arg | rs2307111 | 5 | 75,003,678 | T/C | 0.562 | 1.05 | 1.04 | 1.07 | 1.6×10−15 | 1.03 | 1.01 | 1.04 | 2.1×10−5 | 0.606 | 1.06 | 1.05 | 1.08 | 1.1×10−12 | 1 |
LPL | LPL p.Ser474* | rs328 | 8 | 19,819,724 | C/G | 0.903 | 1.05 | 1.03 | 1.08 | 6.8×10−9 | 1.05 | 1.03 | 1.07 | 2.3×10−7 | 0.901 | 1.08 | 1.05 | 1.11 | 7.1×10−8 | 1 |
PLCB3† | PLCB3 p.Ser778Leu | rs35169799 | 11 | 64,031,241 | T/C | 0.071 | 1.05 | 1.02 | 1.08 | 1.3×10−5 | 1.06 | 1.03 | 1.09 | 1.8×10−7 | 0.065 | 1.07 | 1.04 | 1.11 | 3.8×10−5 | 1 |
TPCN2 | TPCN2 p.Val219Ile | rs72928978 | 11 | 68,831,364 | G/A | 0.890 | 1.05 | 1.02 | 1.07 | 5.2×10−7 | 1.05 | 1.03 | 1.07 | 1.8×10−8 | 0.847 | 1.03 | 1.00 | 1.05 | 0.042 | 2 |
WSCD2 | WSCD2 p.Thr113Ile | rs3764002 | 12 | 108,618,630 | C/T | 0.719 | 1.03 | 1.02 | 1.05 | 3.3×10−8 | 1.03 | 1.02 | 1.05 | 1.2×10−7 | 0.736 | 1.05 | 1.03 | 1.07 | 8.1×10−7 | 1 |
ZZEF1 | ZZEF1 p.Ile402Val | rs781831 | 17 | 3,947,644 | C/T | 0.422 | 1.04 | 1.03 | 1.05 | 8.3×10−11 | 1.03 | 1.02 | 1.05 | 1.8×10−7 | 0.407 | 1.04 | 1.02 | 1.05 | 2.1×10−5 | 2 |
MLX | MLX p.Gln139Arg | rs665268 | 17 | 40,722,029 | G/A | 0.294 | 1.04 | 1.02 | 1.05 | 2.0×10−8 | 1.03 | 1.02 | 1.04 | 1.1×10−5 | 0.280 | 1.04 | 1.02 | 1.06 | 5.2×10−6 | 2 |
TTLL6 | TTLL6 p.Glu712Asp | rs2032844 | 17 | 46,847,364 | C/A | 0.754 | 1.04 | 1.02 | 1.06 | 1.2×10−7 | 1.03 | 1.01 | 1.04 | 0.00098 | 0.750 | 1.04 | 1.02 | 1.06 | 9.5×10−5 | 3 |
C17orf58† | C17orf58 p.Ile92Val | rs9891146 | 17 | 65,988,049 | T/C | 0.277 | 1.04 | 1.02 | 1.06 | 1.3×10−7 | 1.02 | 1.00 | 1.04 | 0.00058 | 0.269 | 1.05 | 1.03 | 1.07 | 1.7×10−7 | 2 |
ZHX3† | ZHX3 p.Asn310Ser | rs17265513 | 20 | 39,832,628 | C/T | 0.211 | 1.05 | 1.03 | 1.07 | 9.2×10−8 | 1.04 | 1.02 | 1.05 | 2.9×10−6 | 0.208 | 1.02 | 1.00 | 1.04 | 0.068 | N/A |
PNPLA3 | PNPLA3 p.Ile148Met | rs738409 | 22 | 44,324,727 | G/C | 0.239 | 1.04 | 1.03 | 1.05 | 2.1×10−10 | 1.05 | 1.03 | 1.06 | 2.8×10−11 | 0.230 | 1.05 | 1.03 | 1.07 | 5.8×10−6 | 1 |
PIM3 | PIM3 p.Val300Ala | rs4077129 | 22 | 50,356,693 | T/C | 0.276 | 1.04 | 1.02 | 1.05 | 1.9×10−7 | 1.04 | 1.02 | 1.06 | 3.5×10−8 | 0.280 | 1.04 | 1.02 | 1.06 | 8.7×10−5 | 3 |
Chr: chromosome. Pos: Position build 37. RAF: risk allele frequency. R: risk allele. O: other allele. BMI: body mass index. OR: odds ratio. L95: lower 95% confidence interval. U95: upper 95% confidence interval. GWAS: genome wide association studies.
Summary statistics from European ancestry specific meta-analyses of 48,286 cases and 250,671 controls. Fine-mapping group 1: signal is driven by coding variant, group 2: signal attributable to non-coding variants, and group 3: consistent with partial role for coding variants. p-values are based on the meta-analyses of discovery stage and fine-mapping studies as appropriate.