GWAS and replication results: newly discovered and novel replicated risk loci
Discovery | Replication | Replication | ||||||||||||||||
GWAS in UK Biobank diverticular disease (DD) 31 917, controls (CON) 419 135 |
European samples DD 3893, diverticula-free CON 2829 |
European and MGI samples DD: 4611 CON: 31 478 | ||||||||||||||||
Locus | Chr | Position | Lead variant | Lead variant location | Closest gene | Candidate genes at risk locus: lead candidate gene(s) | Loci overlap | P GWAS | RA | RAF Ca|Co | rsID | RA | r2 | P repl. | OR (95% CI) | OR dir. | I2 | P repl. |
a) Newly discovered, replicated diverticular disease risk loci | ||||||||||||||||||
27 | 15 | 76826003 | rs2056544 | Intronic | SCAPER | LD, eQTL: SCAPER , LOC101929439 (RP11-593F23.1), LD: EFTA, C15orf27, ISL2*, RP11-593F23.1*, RCN2* | Mag.#47 | 9.8×10−11 | G | 41.2|42.3 | rs12443137* | G | 1 | 0.039 | 0.93 (0.86 to 1.00) | Same | 43 | 0.006 |
29 | 18 | 20028737 | rs9960286 | Intergenic | CTAGE1 | CTAGE1** | Mag.#44 | 2.3×10−10 | G | 25.4|24.4 | rs2009593* | G | 0.97 | 0.002 | 1.14 (1.05 to 1.24) | Same | 0 | 0.001 |
37 | 22 | 40695172 | rs6001870 | Intronic | TNRC6B | LD: TNRC6B | Mag.#82 | 4.3×10−9 | C | 36.1|35.1 | rs5995842*# | G | 0.98 | 0.025 | 1.09 (1.01 to 1.18) | Same | 2 | 0.039 |
40 | 4 | 15386383 | rs4132788 | Intronic | C1QTNF7 | LD, eQTL: C1QTNF7 1, LD: RP11-665G4.1 | Mag.#53 | 1.1×10−8 | T | 27.0|26.0 | rs4515160*# | G | 1 | 0.019 | 1.10 (1.02 to 1.20) | Same | 35 | 0.046 |
49 | 15 | 68238462 | rs387505 | Intergenic | PIAS1 | LD, eQTL: PIAS1 1 **, LD: AC009292.2**, SKOR1** | Mag.#54 | 2.9×10−8 | T | 44.9|43.8 | rs387505# | T | 1 | 0.009 | 1.10 (1.02 to 1.18) | Same | 0 | 0.017 |
b) Newly discovered, replicated diverticular disease risk loci—replicated in a meta-analysis with data from MGI | ||||||||||||||||||
41 | 5 | 122329729 | rs34126945 | Intronic | SNX24 | LD: SNX24, PPIC, SNX2, AC008669.1* | Mag.#41 | 1.2×10−8 | G | 32.3|33.5 | rs34126945 | G | 1 | 0.079 | 0.93 (0.86 to 1.01) | Same | 47 | 0.004 |
c) Newly discovered diverticular disease risk loci—currently not replicated | ||||||||||||||||||
35 | 17 | 76856966 | rs1973232 | Intronic | TIMP2 | LD: TIMP2 | Mag.#48 | 2.9×10−9 | G | 19.3|18.5 | rs9909232 | A | 0.92 | 0.764 | 1.01 (0.92 to 1.11) | Same | 0 | 0.401 |
38 | 20 | 37493576 | rs208814 | Intronic | PPP1R16B | LD:
PPP1R16B
eQTL: FAM83D | Mag.#75 | 9.0×10-−9 | A | 36.6|35.5 | rs208814# | A | 1 | 0.637 | 1.02 (0.94 to 1.10) | Same | 0 | 0.461 |
42 | 6 | 32609965 | rs7990 | Exon | HLA-DQA1 | LD: HLA-DQA1, BTNL2*, HLA-DRB9*, BTNL2* eQTL: HLA-DQA2, HLA-DRB1, HLA-DOB, BAG6; | N/A | 1.4×10−8 | A | 10.5|9.9 | rs2395163*# | C | 0.25 | 0.739 | 1.02 (0.92 to 1.12) | Same | 59 | N/A |
43 | 10 | 124168942 | rs139760870 | Intronic | PLEKHA1 | LD: PLEKHA1, HTRA1*, BTBD16* | Mag.#52 | 1.4×10−8 | A | 5.4|5.9 | rs117811194* | A | 1 | 0.318 | 0.91 (0.76 to 1.09) | Same | 0 | 0.181 |
47 | 2 | 33361425 | rs6714546 | Intronic | LTBP1 | LD, eQTL: LTBP1 1 | Mag.#52 | 2.4×10−8 | A | 30.1|29.1 | rs6714546# | A | 1 | 0.552 | 1.03 (0.94 to 1.11) | Same | 0 | N/A |
48 | 13 | 33727605 | rs1473813 | Intronic | STARD13 | LD: STARD13 | Mag.#64 | 2.9×10−8 | A | 38.0|39.2 | rs1473813# | A | 1 | 0.507 | 0.98 (0.90 to 1.05) | Same | 34 | 0.276 |
d) Novel replicated, previously discovered (Maguire et al) diverticular disease risk loci | ||||||||||||||||||
7 | 19 | 38738130 | rs4802297 | Intergenic | PPP1R14A | LD, eQTL: PPP1R14A, C19orf33, LD: SPINT2 | Mag.#6 | 2.0×10−16 | G | 49.8|48.2 | rs12976534*# | G | 1 | 0.029 | 1.08 (1.01 to 1.17) | Same | 15 | 0.004 |
9 | 7 | 102474903 | rs72221075 | Intronic | FBXL13 | LD: FBXL13, FAM185A, LRRC17 | Mag.#8 | 7.7×10−15 | (-) | 35.2|33.6 | rs10257317*# | C | 0.93 | 3.9×10-4 | 1.14 (1.06 to 1.23) | Same | 0 | 9.23×10-4 |
10 | 13 | 107897823 | rs9520339 | Intronic | FAM155A_1 | LD: FAM155A | Mag.#10 | 1.1×10−14 | T | 22.7|24.0 | rs9520344*# | A | 1 | 0.018 | 0.90 (0.83 to 0.98) | Same | 0 | 0.010 |
14 | 8 | 120456193 | rs60869342 | Intergenic | NOV | LD, eQTL: NOV , LD: ENPP2* | Mag.#21 | 4.4×10−13 | T | 23.0|24.2 | rs1381335*# | T | 0.61 | 3.0×10-4 | 0.85 (0.78 to 0.93) | Same | 21 | 0.001 |
15 | 21 | 47399453 | rs111316530 | Intergenic | COL6A1 | LD: COL6A1 , COL6A2*, AL592528.1, PCBP3*, AL133493.2*, FTCD* | Mag.#14 | 4.8×10−13 | (−) | 15.5|14.5 | rs7281388* | A | 0.96 | 0.009 | 1.16 (1.04 to 1.30) | Same | 0 | 0.031 |
17 | 16 | 86233413 | rs2280028 | Intergenic | LINC01082 | LD: LINC01082 | Mag.#15 | 4.1×10−12 | A | 13.2|14.2 | rs2280028 | A | 1 | 0.019 | 0.88 (0.79 to 0.98) | Same | 0 | 0.004 |
19 | 6 | 98364895 | rs9482094 | Intronic | LOC101927314 | LD: LOC101927314 (RP11-436D23.1) | Mag.#19 | 1.6×10−11 | A | 35.9|37.2 | rs4839715*# | A | 1 | 0.022 | 0.91 (0.85 to 0.99) | Same | 0 | 0.010 |
20 | 3 | 151074941 | rs3732760 | Intronic | P2RY12 | LD: P2RY12 , P2RY14, MED12L, GPR87, P2RY13* | Mag.#16 | 1.7×10−11 | C | 38.7|37.3 | rs3732760 | C | 1 | 0.026 | 1.09 (1.01 to 1.18) | Same | 0 | 0.049 |
22 | 11 | 15065235 | rs575909118 | Intergenic | CALCB | LD: CALCB , CALCA | Mag.#25 | 2.8×10−11 | T | 28.6|27.5 | rs12293178* | A | 0.95 | 0.020 | 1.10 (1.02 to 1.19) | Same | 27 | 0.022 |
23 | 1 | 151970629 | rs61814883 | Intergenic | S100A10 | LD, eQTL: S100A10 , THEM4 | Mag.#22 | 3.2×10−11 | A | 28.6|29.9 | rs61814883 | A | 1 | 0.003 | 0.89 (0.82 to 0.96) | Same | 0 | 0.030 |
25 | 15 | 40649609 | rs71472433 | Intergenic | DISP2 | LD, eQTL: PHGR1 1 , DISP2 | Mag.#17 | 6.1×10−11 | C | 17.6|16.6 | rs71472433 | C | 1 | 0.014 | 1.14 (1.03 to 1.27) | Same | 0 | 0.038 |
31 | 10 | 18440444 | rs1888693 | Intronic | CACNB2 | LD: CACNB2 | Mag.#29 | 2.7×10−10 | A | 33.2|34.3 | rs1888693 | A | 1 | 0.003 | 0.89 (0.82 to 0.96) | Same | 0 | 0.006 |
45 | 1 | 221066373 | rs2784255 | Intergenic | HLX | LD: HLX , HLX-AS1*, eQTL: LINC01352 (RP11-295M18.2) | Mag.#34 | 2.0×10−8 | C | 47.3|48.5 | rs2784255 | C | 1 | 0.023 | 0.92 (0.85 to 0.99) | Same | 0 | 0.041 |
46 | 3 | 5843836 | rs7624168 | Intergenic | EDEM1 | neighbouring genes: EDEM1** , GRM7, GRM7-AS3 | Mag.#39 | 2.3×10−8 | A | 21.5|22.6 | rs4684509* | G | 1 | 0.036 | 0.91 (0.83 to 0.99) | Same | 8 | 0.389 |
e) Novel replicated, previously discovered (Maguire et al) diverticular disease risk loci—replicated in a meta-analysis with data from MGI | ||||||||||||||||||
5 | 2 | 56093204 | rs1802575 | 3′UTR | EFEMP1 | LD: EFEMP1 , eQTL: RPS27A | Mag.#5 | 3.7×10−19 | C | 14.5|13.3 | rs1802575 | C | 1 | 0.111 | 1.10 (0.98 to 1.25) | Same | 47 | 0.030 |
12 | 1 | 219294570 | rs61823192 | Intronic | LYPLAL1-AS1 | LD: LYPLAL1-AS1 (RP11-135J2.4), LYPLAL1 | Mag.#9 | 4.6×10−14 | T | 2.5|3.0 | rs61823192# | T | 1 | 0.082 | 0.80 (0.62 to 1.03) | Same | 63 | 0.003 |
13 | 10 | 101391169 | rs7098322 | Intergenic | SLC25A28 | LD: SLC25A28 , COX15, ENTPD7, CUTC | Mag.#11 | 6.0×10−14 | C | 13.4|12.5 | rs7091203* | A | 1 | 0.076 | 1.11 (0.99 to 1.25) | Same | 33 | 0.043 |
21 | 5 | 64295363 | rs10471645 | Intronic | CWC27 | LD: CWC27 | Mag.#28 | 2.1×10−11 | T | 17.5|16.5 | rs2968205* | A | 1 | 0.579 | 1.03 (0.93 to 1.14) | Same | 0 | 0.046 |
30 | 17 | 42312778 | rs8074740 | Intergenic | SLC4A1 | LD: UBTF , ASB16, C17orf53, TMUB2, ATXN7L3, SLC4A1, AC003102.1, HDAC5; eQTL: ASB16-AS1 | Mag.#23 | 2.4×10−10 | A | 33.4|32.1 | rs4793086* | C | 0.98 | 0.077 | 1.07 (0.99 to 1.16) | Same | 38 | 0.019 |
Results of GWAS analysis in diverticular disease. The column ‘loci overlap’ indicates an overlap of the respective risk loci to a risk locus recently identified in a GWAS by Maguire et al.15 The corresponding risk locus number is given as (Mag.#1–82), with bold print indicating prior attainment of genome-wide significance. Current GWAS risk loci are numbered descending by the p value in the discovery analysis. Ranked discovery GWAS and replication tables are provided in online supplementary table 5 and 6. Results are structured showing: a) newly discovered diverticular disease risk loci with genome-wide significance replicated in European samples with diverticula-free CON (table 1); b) replicated in a meta-analysis of European samples of the current study and Michigan samples with population controls (MGI); c) newly discovered diverticular disease risk loci currently lacking replication and d, e) showing novel replicated, previously discovered (Maguire et al) diverticular disease risk loci replicated c) in European samples and d) replicated in a meta-analysis of European samples of the current study and Michigan samples with population controls (MGI). Bold gene symbols and bold P repl. indicate replication using an false discovery rate (FDR) of 0.1 after Benjamin-Hochberg correction. The lead candidate gene annotation corresponds to the curated candidate gene(s), which is described in online supplementary materials and methods and in supplementary table 3. Candidate genes that harbour variants in LD (r²>0.8) to the respective lead variant at genomic risk locus are indicated with ‘LD’, additional candidate genes with variants with p<1.0 × 10-5 and r2 >0.6 to independent significant lead variants are marked with an asterisk (*). At intergenic annotated risk loci, if the lead variant or proxy variants are not mapping to a specific gene, closest neighbouring candidate genes (<1 cM distance) are marked with (**). Candidate genes with eQTL variants affecting gene expression in sigmoid colon at FDR<0.05 or at nominal p_eQTL<0.05 are shown (data from GTExV7). Additional candidate genes mapped by three-dimensional chromatin interactions are listed in online supplementary table 2 for each risk locus. rsIDs of replication SNP which are proxies for the discovery variant are marked with an asterisk (*) and pairwise LD (r2) to the discovery variant is provided. SNPs genotyped by TaqMan rather than iPLEX are indicated by a pound (#) sign. Variants at the FAM155A-1 and FAM155A-2 (table 3) were in low LD (r²=0.0043) and thus considered as individual loci. ORs are based on the reference allele (RA). Reference allele frequencies (RAF%) are provide for cases/controls in the discovery GWAS. I2 measure of the percentage of between-cohort heterogeneity. The direction of obtained OR (OR dir.) between discovery and replication analysis is consistent for all reported loci. The positions of lead variants were annotated according to Genome Reference Consortium Human Build 37 patch release 13. Gene annotation are based on RefSeq curated gene predictions from NCBI; pseudogenes were excluded from annotation.
GWAS, genome-wide association study; MGI, Michigan genome initiative; N/A, not available; UTR, untranslated region.