Best TWAS P=4.826233e-11 · Best GWAS P=1.763659e-11 conditioned to 1
# | Tissue | Gene | Modality | RNA phenotype | h2 | eQTL R2 | model | # weights | model R2 | model R2 P | eQTL GWAS Z | TWAS Z | TWAS P | Top SNP corr | PP3 | PP4 | joint |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | Adipose | Dstn | gene expression | ENSRNOG00000005924 | 0.59 | 0.44 | blup | 1575 | 0.48 | 3.4e-60 | -5.9 | 5.6 | 1.8e-08 | -0.90 | 0.92 | 0.08 | FALSE |
2 | Adipose | Dtd1 | gene expression | ENSRNOG00000008746 | 0.28 | 0.14 | lasso | 19 | 0.15 | 5.0e-16 | -5.3 | 5.4 | 5.5e-08 | -0.88 | 0.48 | 0.52 | FALSE |
3 | Adipose | Snrpb2 | mRNA stability | ENSRNOG00000004967 | 0.04 | 0.01 | enet | 20 | 0.01 | 1.5e-02 | 5.9 | -5.9 | 3.1e-09 | 0.74 | 0.55 | 0.37 | FALSE |
4 | Adipose | Dstn | mRNA stability | ENSRNOG00000005924 | 0.83 | 0.57 | enet | 184 | 0.60 | 1.1e-83 | -5.9 | 5.5 | 4.9e-08 | -0.85 | 0.94 | 0.06 | TRUE |
5 | Adipose | Sec23b | mRNA stability | ENSRNOG00000008411 | 0.08 | 0.06 | top1 | 1 | 0.06 | 5.6e-07 | 5.2 | 5.2 | 2.4e-07 | -0.81 | 0.75 | 0.18 | FALSE |
6 | BLA | Kif16b | gene expression | ENSRNOG00000004951 | 0.04 | 0.04 | top1 | 1 | 0.04 | 4.1e-03 | 6.4 | 6.4 | 1.4e-10 | -0.91 | 0.09 | 0.04 | FALSE |
7 | BLA | Snrpb2 | gene expression | ENSRNOG00000004967 | 0.05 | 0.02 | top1 | 1 | 0.02 | 4.4e-02 | 6.4 | 6.4 | 1.2e-10 | -0.94 | 0.08 | 0.04 | FALSE |
8 | BLA | Pcsk2 | gene expression | ENSRNOG00000005438 | 0.11 | 0.07 | top1 | 1 | 0.07 | 1.9e-04 | 5.8 | 5.8 | 8.7e-09 | -0.97 | 0.12 | 0.04 | FALSE |
9 | BLA | Dstn | gene expression | ENSRNOG00000005924 | 0.84 | 0.63 | enet | 268 | 0.64 | 9.8e-44 | -6.0 | 6.0 | 1.6e-09 | -0.93 | 0.73 | 0.27 | FALSE |
10 | BLA | Dtd1 | gene expression | ENSRNOG00000008746 | 0.25 | 0.14 | lasso | 2 | 0.16 | 4.4e-09 | -5.1 | 5.4 | 6.2e-08 | -0.78 | 0.60 | 0.40 | TRUE |
11 | BLA | Otor | gene expression | ENSRNOG00000028721 | 0.07 | 0.04 | blup | 1960 | 0.04 | 2.7e-03 | 4.4 | -5.9 | 2.9e-09 | 0.81 | 0.51 | 0.25 | TRUE |
12 | BLA | Rbbp9 | intron excision ratio | chr3:131927367:131929585 | 0.14 | 0.07 | top1 | 1 | 0.07 | 8.2e-05 | -5.9 | 5.9 | 4.2e-09 | -0.85 | 0.08 | 0.61 | FALSE |
13 | BLA | Rbbp9 | intron excision ratio | chr3:131929308:131929585 | 0.13 | 0.08 | top1 | 1 | 0.07 | 7.7e-05 | -5.9 | -5.9 | 4.2e-09 | 0.84 | 0.08 | 0.51 | FALSE |
14 | BLA | Pcsk2 | mRNA stability | ENSRNOG00000005438 | 0.23 | 0.15 | top1 | 1 | 0.15 | 3.1e-08 | -6.4 | -6.4 | 1.3e-10 | 0.99 | 0.41 | 0.55 | FALSE |
15 | BLA | Dstn | mRNA stability | ENSRNOG00000005924 | 0.45 | 0.38 | enet | 182 | 0.39 | 2.2e-22 | -6.4 | 6.3 | 2.6e-10 | -0.98 | 0.40 | 0.60 | FALSE |
16 | BLA | Kat14 | mRNA stability | ENSRNOG00000007160 | 0.05 | 0.03 | enet | 4 | 0.03 | 9.8e-03 | 5.4 | -5.3 | 1.3e-07 | 0.86 | 0.42 | 0.15 | FALSE |
17 | Brain | Rrbp1 | alternative TSS | ENSRNOT00000055602 | 0.03 | 0.02 | blup | 1597 | 0.03 | 2.1e-03 | -5.2 | -5.7 | 9.8e-09 | 0.89 | 0.47 | 0.42 | FALSE |
18 | Brain | Rrbp1 | alternative TSS | ENSRNOT00000101060 | 0.03 | 0.02 | blup | 1597 | 0.02 | 2.7e-03 | -5.2 | 5.8 | 7.2e-09 | -0.90 | 0.46 | 0.40 | FALSE |
19 | Brain | Snrpb2 | gene expression | ENSRNOG00000004967 | 0.06 | 0.03 | blup | 1963 | 0.05 | 1.0e-05 | 6.2 | 5.5 | 4.0e-08 | -0.83 | 0.60 | 0.40 | FALSE |
20 | Brain | Pcsk2 | gene expression | ENSRNOG00000005438 | 0.38 | 0.44 | top1 | 1 | 0.44 | 3.9e-44 | 5.8 | 5.8 | 5.4e-09 | -0.97 | 0.96 | 0.04 | FALSE |
21 | Brain | Dstn | gene expression | ENSRNOG00000005924 | 0.72 | 0.80 | enet | 189 | 0.80 | 3.2e-120 | -5.8 | 5.9 | 3.2e-09 | -0.92 | 0.94 | 0.06 | FALSE |
22 | Brain | Rrbp1 | gene expression | ENSRNOG00000005958 | 0.14 | 0.15 | blup | 1597 | 0.16 | 4.1e-15 | -6.0 | -6.0 | 2.1e-09 | 0.96 | 0.66 | 0.34 | FALSE |
23 | Brain | Sec23b | gene expression | ENSRNOG00000008411 | 0.78 | 0.78 | enet | 128 | 0.80 | 7.8e-119 | 4.8 | 5.1 | 3.0e-07 | -0.87 | 0.98 | 0.02 | FALSE |
24 | Brain | Zfp133 | gene expression | ENSRNOG00000027955 | 0.17 | 0.16 | top1 | 1 | 0.16 | 2.7e-14 | -5.2 | -5.2 | 1.9e-07 | 0.87 | 0.85 | 0.15 | FALSE |
25 | Brain | Otor | gene expression | ENSRNOG00000028721 | 0.10 | 0.09 | enet | 25 | 0.11 | 5.1e-10 | -6.0 | -5.3 | 9.6e-08 | 0.60 | 0.65 | 0.35 | FALSE |
26 | Brain | Snrpb2 | intron excision ratio | chr3:130399307:130400989 | 0.03 | 0.03 | top1 | 1 | 0.03 | 5.7e-04 | 6.4 | 6.4 | 2.0e-10 | -0.94 | 0.07 | 0.04 | FALSE |
27 | Brain | Sec23b | intron excision ratio | chr3:131955920:131958981 | 0.30 | 0.22 | enet | 118 | 0.22 | 3.0e-20 | 4.6 | 5.2 | 2.2e-07 | -0.87 | 0.91 | 0.09 | FALSE |
28 | Brain | Snrpb2 | mRNA stability | ENSRNOG00000004967 | 0.03 | 0.01 | blup | 1963 | 0.01 | 1.3e-02 | 6.5 | 5.4 | 7.5e-08 | -0.80 | 0.53 | 0.31 | FALSE |
29 | Brain | Dstn | mRNA stability | ENSRNOG00000005924 | 0.71 | 0.52 | enet | 239 | 0.52 | 1.2e-56 | -6.0 | 5.9 | 3.7e-09 | -0.92 | 0.94 | 0.06 | FALSE |
30 | Brain | Smim26 | mRNA stability | ENSRNOG00000036971 | 0.03 | 0.02 | top1 | 1 | 0.02 | 2.7e-03 | 5.1 | 5.1 | 3.1e-07 | -0.77 | 0.08 | 0.04 | FALSE |
31 | Eye | Dstn | gene expression | ENSRNOG00000005924 | 0.77 | 0.20 | blup | 1048 | 0.25 | 1.1e-04 | -6.1 | 6.0 | 1.8e-09 | -0.94 | 0.48 | 0.37 | FALSE |
32 | Eye | Sec23b | gene expression | ENSRNOG00000008411 | 0.81 | 0.22 | lasso | 19 | 0.29 | 2.1e-05 | -5.8 | 5.7 | 1.2e-08 | -0.87 | 0.29 | 0.60 | FALSE |
33 | Eye | Zfp133 | intron excision ratio | chr3:131829590:131840865 | 0.30 | 0.03 | top1 | 1 | 0.04 | 9.9e-02 | -6.0 | -6.0 | 2.5e-09 | 0.87 | 0.06 | 0.06 | FALSE |
34 | IL | Pcsk2 | gene expression | ENSRNOG00000005438 | 0.49 | 0.21 | top1 | 1 | 0.21 | 7.5e-06 | 6.3 | 6.3 | 2.4e-10 | -0.96 | 0.11 | 0.08 | FALSE |
35 | IL | Dstn | gene expression | ENSRNOG00000005924 | 0.79 | 0.38 | blup | 1574 | 0.39 | 2.0e-10 | -6.0 | 6.2 | 5.2e-10 | -0.97 | 0.49 | 0.51 | FALSE |
36 | IL | NA | gene expression | ENSRNOG00000067833 | 0.33 | 0.10 | enet | 9 | 0.13 | 5.9e-04 | 1.6 | 5.3 | 1.0e-07 | -0.60 | 0.65 | 0.08 | FALSE |
37 | IL | Dstn | mRNA stability | ENSRNOG00000005924 | 0.54 | 0.27 | blup | 1574 | 0.34 | 4.2e-09 | -6.2 | 5.9 | 2.9e-09 | -0.90 | 0.53 | 0.47 | FALSE |
38 | LHb | Snrpb2 | gene expression | ENSRNOG00000004967 | 0.24 | 0.15 | top1 | 1 | 0.15 | 2.3e-04 | 6.3 | 6.3 | 3.2e-10 | -0.94 | 0.10 | 0.05 | FALSE |
39 | LHb | Dstn | gene expression | ENSRNOG00000005924 | 0.80 | 0.49 | enet | 8 | 0.50 | 1.3e-13 | -6.0 | 6.2 | 6.1e-10 | -0.98 | 0.64 | 0.36 | FALSE |
40 | LHb | Rrbp1 | gene expression | ENSRNOG00000005958 | 0.22 | 0.21 | top1 | 1 | 0.21 | 1.0e-05 | -6.3 | -6.3 | 2.2e-10 | 0.95 | 0.09 | 0.07 | FALSE |
41 | LHb | Dzank1 | gene expression | ENSRNOG00000007440 | 0.14 | 0.02 | blup | 1804 | 0.04 | 4.6e-02 | -5.0 | -5.7 | 1.1e-08 | 0.84 | 0.27 | 0.40 | FALSE |
42 | LHb | Otor | gene expression | ENSRNOG00000028721 | 0.26 | -0.01 | lasso | 5 | 0.01 | 1.7e-01 | 5.9 | -6.1 | 1.3e-09 | 0.79 | 0.42 | 0.22 | FALSE |
43 | LHb | Kif16b | mRNA stability | ENSRNOG00000004951 | 0.11 | 0.01 | enet | 6 | 0.03 | 7.3e-02 | 5.8 | -5.9 | 4.2e-09 | 0.70 | 0.43 | 0.34 | FALSE |
44 | LHb | Dstn | mRNA stability | ENSRNOG00000005924 | 0.39 | 0.37 | top1 | 1 | 0.37 | 8.7e-10 | -5.8 | 5.8 | 7.0e-09 | -0.97 | 0.49 | 0.04 | FALSE |
45 | Liver | Kif16b | alternative polyA | ENSRNOT00000036273 | 0.18 | 0.14 | top1 | 1 | 0.14 | 6.7e-15 | 6.3 | -6.3 | 2.5e-10 | 0.92 | 0.62 | 0.38 | FALSE |
46 | Liver | Kif16b | alternative polyA | ENSRNOT00000118037 | 0.18 | 0.14 | top1 | 1 | 0.14 | 1.3e-15 | 6.3 | 6.3 | 2.8e-10 | -0.92 | 0.64 | 0.36 | FALSE |
47 | Liver | Kif16b | gene expression | ENSRNOG00000004951 | 0.21 | 0.17 | lasso | 12 | 0.18 | 3.7e-19 | 6.5 | -6.3 | 2.8e-10 | 0.90 | 0.42 | 0.58 | FALSE |
48 | Liver | Dstn | gene expression | ENSRNOG00000005924 | 0.67 | 0.52 | blup | 1575 | 0.53 | 2.6e-69 | -6.1 | 5.9 | 4.6e-09 | -0.93 | 0.85 | 0.15 | FALSE |
49 | Liver | Kat14 | gene expression | ENSRNOG00000007160 | 0.05 | 0.02 | enet | 37 | 0.04 | 3.9e-05 | 4.6 | -5.4 | 6.4e-08 | 0.71 | 0.91 | 0.03 | FALSE |
50 | Liver | Rbbp9 | gene expression | ENSRNOG00000007972 | 0.12 | 0.07 | enet | 9 | 0.08 | 2.9e-09 | -4.9 | 5.2 | 1.7e-07 | -0.78 | 0.71 | 0.29 | FALSE |
51 | Liver | Sec23b | gene expression | ENSRNOG00000008411 | 0.09 | 0.04 | blup | 1824 | 0.05 | 5.2e-06 | -5.3 | 5.3 | 1.0e-07 | -0.82 | 0.33 | 0.67 | FALSE |
52 | Liver | Dtd1 | gene expression | ENSRNOG00000008746 | 0.20 | 0.08 | blup | 1829 | 0.09 | 1.2e-10 | 4.6 | 5.3 | 1.1e-07 | -0.86 | 0.51 | 0.49 | FALSE |
53 | Liver | Kif16b | isoform ratio | ENSRNOT00000083061 | 0.06 | 0.04 | top1 | 1 | 0.04 | 4.7e-05 | 6.3 | -6.3 | 3.6e-10 | 0.92 | 0.34 | 0.15 | FALSE |
54 | Liver | Kif16b | isoform ratio | ENSRNOT00000118037 | 0.15 | 0.13 | blup | 2140 | 0.13 | 4.0e-14 | 6.3 | 6.5 | 9.5e-11 | -0.91 | 0.52 | 0.48 | FALSE |
55 | Liver | Mgme1 | isoform ratio | ENSRNOT00000038865 | 0.03 | 0.02 | top1 | 1 | 0.02 | 4.0e-03 | 5.4 | -5.4 | 8.5e-08 | 0.78 | 0.05 | 0.03 | FALSE |
56 | Liver | Mgme1 | isoform ratio | ENSRNOT00000098696 | 0.03 | 0.02 | top1 | 1 | 0.02 | 3.2e-03 | 5.4 | 5.4 | 8.5e-08 | -0.78 | 0.05 | 0.03 | FALSE |
57 | Liver | Kif16b | intron excision ratio | chr3:129976371:129996958 | 0.03 | 0.01 | blup | 2140 | 0.01 | 2.4e-02 | 4.5 | -5.2 | 1.8e-07 | 0.76 | 0.36 | 0.09 | FALSE |
58 | Liver | Snrpb2 | intron excision ratio | chr3:130399307:130400989 | 0.04 | 0.03 | top1 | 1 | 0.03 | 3.5e-04 | -6.2 | 6.2 | 4.7e-10 | -0.93 | 0.24 | 0.07 | FALSE |
59 | Liver | Snrpb2 | intron excision ratio | chr3:130399832:130400989 | 0.06 | 0.03 | blup | 1963 | 0.03 | 2.4e-04 | -6.2 | -6.5 | 1.1e-10 | 0.94 | 0.53 | 0.47 | FALSE |
60 | Liver | Rbbp9 | intron excision ratio | chr3:131927367:131929585 | 0.29 | 0.20 | enet | 91 | 0.21 | 2.3e-22 | -5.2 | 5.2 | 2.0e-07 | -0.84 | 0.63 | 0.37 | FALSE |
61 | Liver | Rbbp9 | intron excision ratio | chr3:131929308:131929585 | 0.29 | 0.20 | lasso | 25 | 0.20 | 9.7e-22 | -5.2 | -5.2 | 2.2e-07 | 0.82 | 0.62 | 0.38 | FALSE |
62 | Liver | Dstn | mRNA stability | ENSRNOG00000005924 | 0.67 | 0.50 | blup | 1575 | 0.50 | 1.1e-63 | -5.9 | 5.7 | 1.2e-08 | -0.92 | 0.90 | 0.10 | FALSE |
63 | Liver | Rbbp9 | mRNA stability | ENSRNOG00000007972 | 0.04 | 0.01 | blup | 1818 | 0.01 | 8.2e-03 | -5.0 | 5.7 | 1.5e-08 | -0.87 | 0.32 | 0.62 | FALSE |
64 | NAcc | Snrpb2 | gene expression | ENSRNOG00000004967 | 0.04 | 0.02 | top1 | 1 | 0.02 | 1.4e-02 | 5.8 | 5.8 | 6.5e-09 | -0.94 | 0.07 | 0.03 | FALSE |
65 | NAcc | Pcsk2 | gene expression | ENSRNOG00000005438 | 0.25 | 0.15 | lasso | 6 | 0.15 | 3.4e-11 | 5.9 | 5.7 | 1.1e-08 | -0.89 | 0.69 | 0.32 | FALSE |
66 | NAcc | Dstn | gene expression | ENSRNOG00000005924 | 0.84 | 0.70 | top1 | 1 | 0.70 | 1.4e-71 | -6.0 | 6.0 | 1.5e-09 | -0.98 | 0.85 | 0.15 | FALSE |
67 | NAcc | Rrbp1 | gene expression | ENSRNOG00000005958 | 0.11 | 0.11 | top1 | 1 | 0.11 | 2.0e-08 | -5.9 | -5.9 | 4.0e-09 | 0.96 | 0.91 | 0.09 | FALSE |
68 | NAcc | Otor | gene expression | ENSRNOG00000028721 | 0.04 | 0.01 | top1 | 1 | 0.01 | 5.2e-02 | 6.1 | -6.1 | 7.8e-10 | 0.94 | 0.07 | 0.03 | FALSE |
69 | NAcc | Rbbp9 | intron excision ratio | chr3:131927367:131929585 | 0.17 | 0.08 | top1 | 1 | 0.08 | 7.7e-07 | -5.1 | 5.1 | 3.1e-07 | -0.84 | 0.70 | 0.13 | FALSE |
70 | NAcc | Rbbp9 | intron excision ratio | chr3:131929308:131929585 | 0.17 | 0.08 | enet | 79 | 0.08 | 1.7e-06 | -5.1 | -5.2 | 2.3e-07 | 0.87 | 0.60 | 0.40 | FALSE |
71 | NAcc | Kif16b | mRNA stability | ENSRNOG00000004951 | 0.04 | 0.00 | lasso | 27 | 0.01 | 5.8e-02 | -6.5 | -6.5 | 7.8e-11 | 0.66 | 0.45 | 0.47 | TRUE |
72 | NAcc | Dstn | mRNA stability | ENSRNOG00000005924 | 0.55 | 0.47 | enet | 212 | 0.48 | 1.3e-39 | -6.0 | 5.9 | 2.8e-09 | -0.90 | 0.86 | 0.14 | FALSE |
73 | OFC | Pcsk2 | gene expression | ENSRNOG00000005438 | 0.62 | 0.36 | lasso | 9 | 0.38 | 5.0e-10 | 5.1 | 5.2 | 2.2e-07 | 0.63 | 0.71 | 0.29 | TRUE |
74 | OFC | Dstn | gene expression | ENSRNOG00000005924 | 0.82 | 0.49 | enet | 41 | 0.52 | 1.4e-14 | -6.0 | 5.9 | 2.9e-09 | -0.95 | 0.57 | 0.43 | FALSE |
75 | OFC | Dstn | mRNA stability | ENSRNOG00000005924 | 0.29 | 0.16 | blup | 1574 | 0.19 | 3.1e-05 | -5.8 | 6.2 | 6.5e-10 | -0.96 | 0.50 | 0.48 | FALSE |
76 | PL | Snrpb2 | gene expression | ENSRNOG00000004967 | 0.12 | 0.10 | enet | 9 | 0.11 | 1.3e-08 | 6.1 | 6.3 | 2.8e-10 | -0.93 | 0.59 | 0.41 | FALSE |
77 | PL | Pcsk2 | gene expression | ENSRNOG00000005438 | 0.15 | 0.16 | enet | 80 | 0.18 | 1.0e-13 | -6.6 | 6.4 | 1.8e-10 | -0.95 | 0.54 | 0.47 | FALSE |
78 | PL | Dstn | gene expression | ENSRNOG00000005924 | 0.88 | 0.60 | enet | 165 | 0.62 | 4.1e-59 | -5.7 | 5.8 | 5.3e-09 | -0.92 | 0.93 | 0.07 | FALSE |
79 | PL | Dtd1 | gene expression | ENSRNOG00000008746 | 0.16 | 0.16 | top1 | 1 | 0.16 | 3.3e-12 | 5.1 | 5.1 | 3.1e-07 | -0.84 | 0.71 | 0.29 | FALSE |
80 | PL | Zfp133 | gene expression | ENSRNOG00000027955 | 0.19 | 0.12 | top1 | 1 | 0.12 | 1.3e-09 | -5.2 | -5.2 | 2.0e-07 | 0.89 | 0.85 | 0.14 | FALSE |
81 | PL | Otor | gene expression | ENSRNOG00000028721 | 0.06 | 0.04 | blup | 1972 | 0.05 | 1.0e-04 | 6.2 | -6.2 | 5.0e-10 | 0.92 | 0.57 | 0.43 | FALSE |
82 | PL | Snrpb2 | intron excision ratio | chr3:130399307:130400989 | 0.05 | 0.03 | blup | 1963 | 0.03 | 2.9e-03 | -6.2 | 6.6 | 5.2e-11 | -0.94 | 0.53 | 0.44 | FALSE |
83 | PL | Sec23b | intron excision ratio | chr3:131955920:131958981 | 0.07 | 0.04 | enet | 69 | 0.05 | 1.2e-04 | 5.0 | 5.4 | 6.2e-08 | -0.84 | 0.64 | 0.35 | FALSE |
84 | PL | Snrpb2 | mRNA stability | ENSRNOG00000004967 | 0.09 | 0.03 | enet | 41 | 0.03 | 1.4e-03 | 2.2 | 5.6 | 1.9e-08 | -0.13 | 0.72 | 0.19 | FALSE |
85 | PL | Pcsk2 | mRNA stability | ENSRNOG00000005438 | 0.04 | 0.02 | top1 | 1 | 0.02 | 5.4e-03 | -6.6 | -6.6 | 4.8e-11 | 0.98 | 0.05 | 0.04 | TRUE |
86 | PL | Dstn | mRNA stability | ENSRNOG00000005924 | 0.70 | 0.48 | enet | 52 | 0.49 | 6.1e-42 | -5.7 | 5.7 | 1.2e-08 | -0.92 | 0.94 | 0.06 | FALSE |
h2: Heritability estimate for the given transcriptomic model. PP3: Posterior probability of two distinct causal variants. PP4: Posterior probability of a single shared causal variant. joint: Whether the RNA phenotype is in the joint model.