Table 1.
Trait | CHR | POS | Variant ID | n | Consequence | A1 | A2 | A1Freq | β | s.e.m. | P | locus | MAGMA |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
PDFF (WFM) | 1 | 110232983 | rs140584594 | 34,367 | missense_variant | A | G | 0.267 | −0.049 | 0.007 | 1.42 × 10−13 | GSTM1 | |
PDFF (BMI) | 1 | 172323134 | rs17277932 | 35,146 | intron_variant | A | G | 0.145 | 0.049 | 0.008 | 5.91 × 10−9 | DNM3 | |
PDFF (VAT) | 1 | 220970028 | rs2642438 | 33,540 | missense_variant | A | G | 0.296 | −0.061 | 0.006 | 7.89 × 10−24 | MARC1 | 5.91 × 10−14 |
PDFF (BMI) | 2 | 27730940 | rs1260326 | 35,146 | missense_variant | T | C | 0.392 | 0.063 | 0.006 | 4.23 × 10−25 | GCKR | 4.51 × 10−14 |
PDFF (WFM) | 2 | 165501927 | rs5835988 | 34,367 | intergenic_variant | TG | T | 0.408 | −0.046 | 0.006 | 3.25 × 10−14 | COBLL1 | 3.58 × 10−11 |
PDFF (WFM) | 2 | 227100579 | 2:227100579_TC_T | 34,367 | intergenic_variant | TC | T | 0.348 | −0.042 | 0.006 | 1.63 × 10−11 | IRS1 | |
PDFF (WFM) | 3 | 12393125 | rs1801282 | 34,367 | missense_variant | G | C | 0.122 | −0.059 | 0.009 | 6.61 × 10−11 | PPARG | |
PDFF (WFM) | 3 | 25484121 | rs79905393 | 34,367 | intron_variant | A | G | 0.036 | −0.094 | 0.016 | 2.86 × 10−9 | RARB | |
PDFF (WFM) | 3 | 150066540 | rs62271373 | 34,367 | regulatory_region_variant | A | T | 0.060 | 0.082 | 0.013 | 1.02 × 10−10 | TSC22D2 | |
PDFF (NA) | 4 | 100239319 | rs1229984 | 36,394 | missense_variant | T | C | 0.024 | −0.165 | 0.023 | 1.26 × 10−12 | ADH1B | |
PDFF (VAT) | 4 | 100503761 | rs11937107 | 33,540 | intron_variant | T | C | 0.252 | −0.044 | 0.006 | 4.87 × 10−12 | MTTP | 8.20 × 10−12 |
PDFF (BMI) | 4 | 100562374 | rs36029295 | 35,146 | intron_variant | GA | G | 0.039 | 0.085 | 0.015 | 2.68 × 10−8 | RP11-766F14.2 | |
PDFF (VAT) | 5 | 55808342 | rs392794 | 33,540 | intron_variant | C | T | 0.254 | −0.063 | 0.006 | 5.09 × 10−23 | AC022431.2 | 6.83 × 10−13 |
PDFF (BMI) | 5 | 72951153 | 5:72951153_GT_G | 35,146 | intron_variant | G | GT | 0.462 | 0.033 | 0.006 | 3.45 × 10−8 | ARHGEF28 | |
PDFF (BMI) | 6 | 26093141 | rs1800562 | 35,146 | missense_variant | A | G | 0.077 | 0.062 | 0.011 | 3.27 × 10−8 | HFE | |
PDFF (BMI) | 7 | 28172732 | rs702814 | 35,146 | intron_variant | C | T | 0.492 | 0.035 | 0.006 | 3.73 × 10−9 | JAZF1 | |
PDFF (VAT) | 7 | 65431686 | rs6955582 | 33,540 | intron_variant | A | G | 0.451 | −0.034 | 0.006 | 1.72 × 10−9 | GUSB | 1.03 × 10−8 |
PDFF (VAT) | 8 | 25464670 | rs73221948 | 33,540 | intergenic_variant | T | G | 0.294 | 0.046 | 0.006 | 3.05 × 10−13 | CDCA2 | |
PDFF (BMI) | 8 | 126500031 | rs28601761 | 35,146 | intron_variant | G | C | 0.420 | −0.072 | 0.006 | 1.63 × 10−32 | TRIB1 | 4.72 × 10−7 |
PDFF (VAT) | 9 | 132566666 | rs7029757 | 33,540 | non_coding_transcript_exon_variant | A | G | 0.096 | −0.063 | 0.009 | 3.15 × 10−11 | TOR1B | |
PDFF (VAT) | 10 | 113910721 | rs1129555 | 33,540 | 3_prime_UTR_variant | A | G | 0.273 | 0.062 | 0.006 | 2.52 × 10−23 | GPAM | 4.04 × 10−14 |
PDFF (VAT) | 10 | 114024573 | 10:114024573_GA_G | 33,540 | intergenic_variant | G | GA | 0.286 | −0.039 | 0.006 | 2.24 × 10−10 | TECTB | 4.90 × 10−9 |
PDFF (WFM) | 11 | 823586 | rs140201358 | 34,367 | missense_variant | G | C | 0.015 | 0.147 | 0.025 | 2.35 × 10−9 | PNPLA2 | |
PDFF (VAT) | 11 | 75456134 | rs531117 | 33,540 | downstream_gene_variant | T | C | 0.157 | −0.042 | 0.008 | 3.91 × 10−8 | MOGAT2 | |
PDFF (NA) | 12 | 3685100 | rs1985912 | 36,394 | intron_variant | G | A | 0.326 | −0.043 | 0.008 | 2.67 × 10−8 | PRMT8 | |
PDFF (WFM) | 12 | 124476873 | rs12833624 | 34,367 | intron_variant | T | C | 0.337 | −0.039 | 0.006 | 3.37 × 10−10 | FAM101A | 1.01 × 10−6 |
PDFF (VAT) | 17 | 7116853 | rs446994 | 33,540 | intron_variant | C | A | 0.422 | 0.033 | 0.006 | 3.43 × 10−9 | DLG4 | 1.04 × 10−8 |
PDFF (NA) | 17 | 17974014 | rs11439486 | 36,394 | downstream_gene_variant | T | TA | 0.330 | 0.046 | 0.008 | 7.63 × 10−9 | GID4 | 2.19 × 10−7 |
PDFF (VAT) | 17 | 64210580 | rs1801689 | 33,540 | missense_variant | C | A | 0.029 | 0.099 | 0.016 | 1.63 × 10−9 | APOH | |
PDFF (NA) | 19 | 18229208 | rs56252442 | 36,394 | intron_variant | T | G | 0.253 | 0.048 | 0.008 | 5.11 × 10−9 | MAST3 | 5.13 × 10−7 |
PDFF (VAT) | 19 | 19379549 | rs58542926 | 33,540 | missense_variant | T | C | 0.075 | 0.292 | 0.011 | 4.7 × 10−168 | TM6SF2 | 5.00 × 10−10 |
PDFF (VAT) | 19 | 33834096 | rs73026242 | 33,540 | downstream_gene_variant | G | A | 0.072 | 0.060 | 0.011 | 3.59 × 10−8 | CEBPG | |
PDFF (BMI) | 19 | 45411941 | rs429358 | 35,146 | missense_variant | C | T | 0.151 | −0.102 | 0.008 | 2.92 × 10−35 | APOE | 1.67 × 10−15 |
PDFF (NA) | 19 | 45830763 | rs344790 | 36,394 | upstream_gene_variant | A | C | 0.421 | 0.043 | 0.007 | 2.68 × 10−9 | CKM | |
PDFF (VAT) | 19 | 54671421 | rs60204587 | 33,540 | intron_variant | A | G | 0.426 | 0.045 | 0.006 | 1.42 × 10−15 | MBOAT7 | 5.27 × 10−15 |
PDFF (WFM) | 20 | 39142516 | rs2207132 | 34,367 | intergenic_variant | A | G | 0.034 | 0.092 | 0.016 | 1.73 × 10−8 | MAFB | |
PDFF (VAT) | 22 | 44324730 | rs738408 | 33,540 | synonymous_variant | T | C | 0.214 | 0.237 | 0.007 | 1.7 × 10−269 | PNPLA3 | 1.38 × 10−14 |
cT1 (BMI) | 1 | 15810346 | rs12130283 | 29,312 | intron_variant | C | T | 0.484 | 0.045 | 0.007 | 5.33 × 10−10 | CELA2B | 6.91 × 10−8 |
cT1 (BMI) | 1 | 220100497 | rs759359281 | 29,312 | splice_polypyrimidine_tract_variant | C | CA | 0.055 | 0.129 | 0.016 | 4.74 × 10−15 | SLC30A10 | |
cT1 (VAT) | 4 | 103188709 | rs13107325 | 27,782 | missense_variant | T | C | 0.070 | 0.556 | 0.015 | <4.94 × 10−324 | SLC39A8 | 2.01 × 10−18 |
cT1 (VAT) | 6 | 25878848 | rs55925606 | 27,782 | intron_variant | G | A | 0.073 | −0.149 | 0.015 | 1.07 × 10−24 | SLC17A3 | 3.32 × 10−9 |
cT1 (VAT) | 8 | 9173209 | rs7012637 | 27,782 | intron_variant | A | G | 0.472 | 0.043 | 0.007 | 9.39 × 10−9 | RP11-10A14.4 | |
cT1 (BMI) | 8 | 18272881 | rs1495741 | 29,312 | regulatory_region_variant | G | A | 0.219 | −0.064 | 0.009 | 4.5 × 10−13 | NAT2 | |
cT1 (NA) | 9 | 136149830 | rs532436 | 30,481 | intron_variant | A | G | 0.183 | 0.079 | 0.010 | 7.47 × 10−15 | ABO | |
cT1 (WFM) | 10 | 113921825 | rs2792735 | 28,638 | intron_variant | G | A | 0.277 | 0.046 | 0.008 | 4.05 × 10−8 | GPAM | 4.81 × 10−7 |
cT1 VAT) | 11 | 61549025 | rs174533 | 27,782 | intron_variant | A | G | 0.351 | 0.052 | 0.008 | 2.49 × 10−11 | MYRF | 3.51 × 10−7 |
cT1 (NA) | 12 | 51511269 | rs59372312 | 30,481 | intron_variant | G | A | 0.067 | −0.088 | 0.016 | 2.33 × 10−8 | TFCP2 | |
cT1 (BMI) | 14 | 24572932 | rs111723834 | 29,312 | missense_variant | A | G | 0.016 | 0.383 | 0.029 | 1.7 × 10−39 | PCK2 | 9.99 × 10−8 |
cT1 (VAT) | 16 | 77423427 | rs2454933 | 27,782 | intron_variant | T | C | 0.082 | 0.075 | 0.014 | 3.69 × 10−8 | ADAMTS18 | |
cT1 (NA) | 18 | 59323966 | 18:59323966_CTT_C | 30,481 | intron_variant | C | CTT | 0.287 | −0.050 | 0.009 | 1.28 × 10−8 | CDH20 | |
cT1 (WFM) | 19 | 19379549 | rs58542926 | 28,638 | missense_variant | T | C | 0.074 | 0.141 | 0.014 | 4.22 × 10−23 | TM6SF2 | 4.46 × 10−7 |
cT1 (VAT) | 19 | 33890838 | rs10406327 | 27,782 | intron_variant | G | C | 0.477 | −0.042 | 0.007 | 1.24 × 10−8 | PEPD | 1.84 × 10−06 |
cT1 (BMI) | 19 | 49206172 | rs516246 | 29,312 | intron_variant | C | T | 0.489 | −0.053 | 0.007 | 3.67 × 10−13 | FUT2 | 1.00 × 10−13 |
cT1 (VAT) | 22 | 37469192 | rs6000553 | 27,782 | intron_variant | A | G | 0.466 | 0.070 | 0.007 | 7.53 × 10−21 | TMPRSS6 | 4.81 × 10−12 |
cT1 (BMI) | 22 | 44324727 | rs738409 | 29,312 | missense_variant | G | C | 0.214 | 0.120 | 0.009 | 3.2 × 10−41 | PNPLA3 | 2.85 × 10−13 |
The association between common genetic variants and PDFF under different adiposity adjustments was performed using REGENIE adjusting for adiposity index, age, sex, age × sex, age2 and age2 × sex, first ten genomic principal components and array batch. Each adiposity adjustment is shown in parentheses. Genomic loci in bold represent the previously unknown loci identified in the present work. The locus column shows the nearest gene to the lead variant (from COJO analysis) at each locus. MAGMA column shows significant gene-based associations at each locus exceeding Bonferroni threshold (P < 2.65 × 10−6). Sample size used in each GWAS has been shown in column N. P values were not corrected for multiple testing among four different models (unadjusted, adjusted for BMI, WFM and VAT). NA, unadjusted; MAGMA, multi-marker analysis of genomic annotation.