Best TWAS P=5.177311e-09 · Best GWAS P=7.145019e-09 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 | Leng9 | alternative TSS | ENSRNOT00000116488 | 0.02 | 0.01 | top1 | 1 | 0.01 | 2.1e-02 | -5.6 | 5.6 | 2.0e-08 | -1.00 | 0.05 | 0.03 | FALSE |
2 | Adipose | Rpl28 | gene expression | ENSRNOG00000017127 | 0.09 | 0.00 | enet | 141 | 0.01 | 2.4e-02 | -4.2 | -5.3 | 1.2e-07 | 0.92 | 0.39 | 0.12 | FALSE |
3 | Adipose | Lilrb4 | gene expression | ENSRNOG00000027811 | 0.03 | 0.01 | blup | 1510 | 0.02 | 2.0e-03 | -4.8 | -5.2 | 2.1e-07 | 0.97 | 0.56 | 0.31 | FALSE |
4 | Adipose | Rdh13 | gene expression | ENSRNOG00000027919 | 0.16 | 0.12 | lasso | 20 | 0.12 | 2.2e-13 | -5.3 | 5.3 | 1.0e-07 | -0.99 | 0.38 | 0.62 | FALSE |
5 | Adipose | Tmem150b | gene expression | ENSRNOG00000028273 | 0.03 | 0.01 | blup | 1480 | 0.01 | 2.2e-02 | -5.7 | -5.4 | 6.1e-08 | 0.99 | 0.32 | 0.53 | FALSE |
6 | Adipose | Ube2s | mRNA stability | ENSRNOG00000016930 | 0.09 | 0.05 | top1 | 1 | 0.06 | 9.6e-07 | -5.6 | 5.6 | 2.6e-08 | -0.99 | 0.40 | 0.58 | FALSE |
7 | BLA | Ppp6r1 | gene expression | ENSRNOG00000018090 | 0.08 | 0.04 | blup | 1460 | 0.05 | 1.6e-03 | -5.2 | 5.5 | 4.3e-08 | -0.99 | 0.38 | 0.50 | FALSE |
8 | BLA | Fam71e2 | gene expression | ENSRNOG00000033173 | 0.12 | 0.07 | top1 | 1 | 0.07 | 1.2e-04 | -5.2 | -5.2 | 2.0e-07 | 0.99 | 0.10 | 0.04 | FALSE |
9 | BLA | Epn1 | intron excision ratio | chr1:68744817:68744951 | 0.17 | 0.04 | top1 | 1 | 0.04 | 4.0e-03 | -5.2 | 5.2 | 2.0e-07 | -0.98 | 0.08 | 0.04 | FALSE |
10 | BLA | Epn1 | intron excision ratio | chr1:68744820:68744951 | 0.18 | 0.04 | top1 | 1 | 0.04 | 4.2e-03 | -5.2 | -5.2 | 2.0e-07 | 0.98 | 0.08 | 0.04 | FALSE |
11 | BLA | Ube2s | mRNA stability | ENSRNOG00000016930 | 0.07 | 0.05 | top1 | 1 | 0.05 | 1.1e-03 | -5.2 | 5.2 | 1.7e-07 | -0.99 | 0.06 | 0.04 | FALSE |
12 | BLA | Rdh13 | mRNA stability | ENSRNOG00000027919 | 0.16 | 0.08 | top1 | 1 | 0.08 | 3.6e-05 | -5.3 | 5.3 | 9.7e-08 | -1.00 | 0.09 | 0.05 | FALSE |
13 | BLA | Nat14 | mRNA stability | ENSRNOG00000067958 | 0.07 | 0.02 | top1 | 1 | 0.02 | 4.6e-02 | -5.2 | 5.2 | 2.0e-07 | -0.99 | 0.07 | 0.04 | FALSE |
14 | Brain | Leng9 | alternative TSS | ENSRNOT00000116488 | 0.02 | 0.02 | blup | 1701 | 0.02 | 3.8e-03 | -4.7 | -5.1 | 2.8e-07 | 0.96 | 0.54 | 0.34 | FALSE |
15 | Brain | Ccdc106 | gene expression | ENSRNOG00000015997 | 0.06 | 0.07 | enet | 68 | 0.07 | 1.9e-07 | -5.2 | -5.2 | 1.7e-07 | 0.96 | 0.69 | 0.31 | FALSE |
16 | Brain | Rpl28 | gene expression | ENSRNOG00000017127 | 0.06 | 0.06 | top1 | 1 | 0.06 | 2.8e-06 | -5.6 | -5.6 | 2.5e-08 | 0.97 | 0.35 | 0.52 | FALSE |
17 | Brain | Kmt5c | gene expression | ENSRNOG00000017508 | 0.09 | 0.11 | blup | 1497 | 0.11 | 1.6e-10 | -5.2 | 5.5 | 3.5e-08 | -0.99 | 0.37 | 0.63 | FALSE |
18 | Brain | Hspbp1 | gene expression | ENSRNOG00000017795 | 0.03 | 0.03 | top1 | 1 | 0.03 | 5.3e-04 | -5.3 | 5.3 | 1.2e-07 | -0.99 | 0.06 | 0.03 | FALSE |
19 | Brain | Rdh13 | gene expression | ENSRNOG00000027919 | 0.04 | 0.04 | blup | 1555 | 0.05 | 3.6e-05 | -5.7 | 5.4 | 7.4e-08 | -0.99 | 0.50 | 0.50 | FALSE |
20 | Brain | Tnnt1 | gene expression | ENSRNOG00000028041 | 0.24 | 0.25 | blup | 1547 | 0.32 | 9.1e-30 | -5.7 | 5.3 | 9.6e-08 | -0.98 | 0.44 | 0.56 | FALSE |
21 | Brain | Fam71e2 | gene expression | ENSRNOG00000033173 | 0.09 | 0.03 | blup | 1505 | 0.06 | 1.2e-06 | -5.7 | -5.4 | 6.3e-08 | 0.92 | 0.34 | 0.66 | FALSE |
22 | Brain | NA | gene expression | ENSRNOG00000050348 | 0.08 | 0.08 | blup | 1717 | 0.10 | 1.9e-09 | -5.7 | -5.3 | 1.2e-07 | 0.99 | 0.42 | 0.58 | FALSE |
23 | Brain | Tmem86b | gene expression | ENSRNOG00000064667 | 0.03 | 0.00 | enet | 123 | 0.01 | 2.1e-02 | -5.2 | 5.4 | 8.4e-08 | -0.98 | 0.30 | 0.40 | FALSE |
24 | Brain | Ttyh1 | isoform ratio | ENSRNOT00000106376 | 0.15 | 0.17 | enet | 29 | 0.18 | 1.3e-16 | -4.7 | 5.1 | 2.7e-07 | -0.95 | 0.96 | 0.04 | FALSE |
25 | Brain | Epn1 | intron excision ratio | chr1:68757388:68760368 | 0.04 | 0.03 | blup | 1989 | 0.03 | 7.0e-04 | -5.2 | 5.3 | 1.0e-07 | -0.99 | 0.48 | 0.50 | FALSE |
26 | Brain | Kmt5c | intron excision ratio | chr1:69103923:69104463 | 0.05 | 0.05 | blup | 1497 | 0.05 | 2.7e-05 | -5.7 | 5.6 | 2.6e-08 | -0.98 | 0.37 | 0.63 | FALSE |
27 | Brain | Kmt5c | intron excision ratio | chr1:69104572:69104912 | 0.02 | 0.02 | top1 | 1 | 0.02 | 8.7e-03 | -5.7 | -5.7 | 1.1e-08 | 0.98 | 0.05 | 0.04 | FALSE |
28 | Brain | Kmt5c | intron excision ratio | chr1:69104700:69104912 | 0.02 | 0.02 | top1 | 1 | 0.02 | 2.6e-03 | -5.7 | 5.7 | 1.1e-08 | -0.98 | 0.05 | 0.05 | FALSE |
29 | Brain | Brsk1 | intron excision ratio | chr1:69155999:69158065 | 0.02 | 0.02 | top1 | 1 | 0.02 | 1.0e-02 | -5.6 | 5.6 | 2.5e-08 | -0.98 | 0.05 | 0.03 | FALSE |
30 | Brain | Brsk1 | intron excision ratio | chr1:69155999:69158069 | 0.02 | 0.02 | top1 | 1 | 0.02 | 4.0e-03 | -5.6 | -5.6 | 2.5e-08 | 0.98 | 0.05 | 0.04 | FALSE |
31 | Brain | Lair1 | intron excision ratio | chr1:70184913:70185336 | 0.06 | 0.05 | blup | 1689 | 0.06 | 3.0e-06 | -5.6 | -5.4 | 6.2e-08 | 0.99 | 0.48 | 0.52 | FALSE |
32 | Brain | Lair1 | intron excision ratio | chr1:70184913:70187858 | 0.06 | 0.05 | blup | 1689 | 0.06 | 1.9e-06 | -5.6 | 5.5 | 4.2e-08 | -1.00 | 0.43 | 0.57 | FALSE |
33 | Brain | Ube2s | mRNA stability | ENSRNOG00000016930 | 0.02 | 0.02 | blup | 1511 | 0.03 | 2.0e-03 | -4.7 | 5.2 | 2.6e-07 | -0.97 | 0.47 | 0.38 | FALSE |
34 | Brain | Tnni3 | mRNA stability | ENSRNOG00000018250 | 0.03 | 0.03 | enet | 99 | 0.03 | 3.7e-04 | -5.7 | -5.7 | 1.6e-08 | 0.99 | 0.46 | 0.52 | FALSE |
35 | Brain | Rdh13 | mRNA stability | ENSRNOG00000027919 | 0.11 | 0.12 | top1 | 1 | 0.12 | 4.3e-11 | -5.7 | 5.7 | 9.3e-09 | -0.99 | 0.26 | 0.74 | FALSE |
36 | Brain | Nat14 | mRNA stability | ENSRNOG00000067958 | 0.10 | 0.15 | top1 | 1 | 0.15 | 1.2e-13 | -5.3 | 5.3 | 1.2e-07 | -0.99 | 0.74 | 0.26 | FALSE |
37 | Eye | Ptprh | gene expression | ENSRNOG00000058906 | 0.49 | -0.02 | lasso | 15 | 0.14 | 4.0e-03 | -5.6 | 5.2 | 1.9e-07 | 0.74 | 0.32 | 0.26 | FALSE |
38 | Eye | Rdh13 | intron excision ratio | chr1:69392560:69395960 | 0.30 | 0.18 | lasso | 17 | 0.19 | 7.3e-04 | -5.3 | -5.3 | 9.7e-08 | 0.99 | 0.36 | 0.34 | FALSE |
39 | IL | Tnni3 | gene expression | ENSRNOG00000018250 | 0.45 | 0.01 | enet | 30 | 0.26 | 6.1e-07 | -4.7 | -5.1 | 2.7e-07 | 0.95 | 0.43 | 0.06 | FALSE |
40 | IL | Fam71e2 | gene expression | ENSRNOG00000033173 | 0.14 | 0.01 | blup | 1492 | 0.07 | 1.1e-02 | -5.1 | -5.5 | 3.5e-08 | 0.99 | 0.32 | 0.35 | FALSE |
41 | LHb | Kmt5c | gene expression | ENSRNOG00000017508 | 0.19 | 0.13 | top1 | 1 | 0.13 | 4.7e-04 | -5.7 | 5.7 | 1.1e-08 | -0.99 | 0.08 | 0.07 | FALSE |
42 | LHb | Dnaaf3 | gene expression | ENSRNOG00000038600 | 0.32 | 0.15 | top1 | 1 | 0.15 | 2.0e-04 | -5.6 | 5.6 | 2.5e-08 | -0.99 | 0.11 | 0.09 | FALSE |
43 | LHb | Lilrb3 | gene expression | ENSRNOG00000046683 | 0.23 | 0.08 | blup | 1646 | 0.15 | 1.7e-04 | -4.6 | 5.1 | 3.0e-07 | -0.96 | 0.59 | 0.36 | FALSE |
44 | LHb | Rdh13 | mRNA stability | ENSRNOG00000027919 | 0.23 | 0.07 | blup | 1530 | 0.12 | 1.0e-03 | -5.1 | 5.6 | 1.6e-08 | -0.99 | 0.38 | 0.50 | FALSE |
45 | Liver | Hspbp1 | gene expression | ENSRNOG00000017795 | 0.05 | 0.02 | top1 | 1 | 0.02 | 4.0e-03 | -5.3 | 5.3 | 9.7e-08 | -0.99 | 0.09 | 0.05 | FALSE |
46 | Liver | Fam71e2 | gene expression | ENSRNOG00000033173 | 0.02 | 0.01 | top1 | 1 | 0.01 | 2.9e-02 | -5.3 | -5.3 | 9.2e-08 | 0.99 | 0.05 | 0.03 | FALSE |
47 | Liver | Lilrb3 | gene expression | ENSRNOG00000046683 | 0.30 | 0.36 | lasso | 17 | 0.36 | 6.8e-42 | -4.6 | 5.3 | 1.3e-07 | 0.85 | 0.99 | 0.01 | TRUE |
48 | Liver | Nat14 | gene expression | ENSRNOG00000067958 | 0.05 | 0.03 | lasso | 3 | 0.03 | 1.2e-04 | -2.6 | 5.3 | 1.4e-07 | -0.14 | 0.42 | 0.53 | FALSE |
49 | Liver | NA | isoform ratio | ENSRNOT00000101904 | 0.02 | 0.00 | blup | 1478 | 0.01 | 6.7e-02 | -5.6 | 5.5 | 4.6e-08 | -0.99 | 0.33 | 0.46 | FALSE |
50 | Liver | NA | isoform ratio | ENSRNOT00000114704 | 0.02 | 0.00 | blup | 1478 | 0.01 | 7.3e-02 | -5.6 | -5.4 | 7.8e-08 | 0.98 | 0.33 | 0.34 | FALSE |
51 | Liver | Lilrb3 | intron excision ratio | chr1:69931288:69931364 | 0.02 | 0.00 | blup | 1674 | 0.01 | 5.6e-02 | -4.8 | 5.2 | 1.7e-07 | -0.97 | 0.42 | 0.23 | FALSE |
52 | Liver | Ptprh | intron excision ratio | chr1:69258809:69262888 | 0.04 | 0.02 | blup | 1455 | 0.03 | 3.7e-04 | -5.6 | 5.4 | 7.1e-08 | -0.99 | 0.36 | 0.63 | FALSE |
53 | Liver | Ube2s | mRNA stability | ENSRNOG00000016930 | 0.06 | 0.06 | top1 | 1 | 0.06 | 1.7e-07 | -5.2 | 5.2 | 2.0e-07 | -0.99 | 0.80 | 0.17 | FALSE |
54 | NAcc | Tnnt1 | gene expression | ENSRNOG00000028041 | 0.13 | 0.09 | blup | 1531 | 0.09 | 4.0e-03 | -5.6 | 5.6 | 2.6e-08 | -1.00 | 0.35 | 0.38 | FALSE |
55 | NAcc | Fam71e2 | gene expression | ENSRNOG00000033173 | 0.22 | 0.05 | blup | 1492 | 0.12 | 1.5e-03 | -5.4 | -5.6 | 2.6e-08 | 0.96 | 0.34 | 0.51 | FALSE |
56 | NAcc | Rdh13 | mRNA stability | ENSRNOG00000027919 | 0.31 | 0.21 | enet | 9 | 0.25 | 2.2e-06 | -5.7 | 5.8 | 5.2e-09 | -0.99 | 0.42 | 0.58 | TRUE |
57 | NAcc2 | Rdh13 | gene expression | ENSRNOG00000027919 | 0.27 | 0.18 | top1 | 1 | 0.18 | 6.3e-10 | -5.3 | 5.3 | 9.7e-08 | -0.99 | 0.76 | 0.23 | FALSE |
58 | NAcc2 | Tnnt1 | gene expression | ENSRNOG00000028041 | 0.06 | -0.01 | blup | 1547 | 0.00 | 4.5e-01 | -5.2 | 5.6 | 1.9e-08 | -0.99 | 0.32 | 0.41 | FALSE |
59 | NAcc2 | Fam71e2 | gene expression | ENSRNOG00000033173 | 0.11 | 0.04 | top1 | 1 | 0.04 | 2.4e-03 | -5.2 | -5.2 | 1.7e-07 | 0.99 | 0.09 | 0.04 | FALSE |
60 | NAcc2 | NA | gene expression | ENSRNOG00000047204 | 0.09 | 0.01 | blup | 1461 | 0.02 | 2.3e-02 | -5.6 | 5.7 | 1.5e-08 | -0.97 | 0.31 | 0.49 | FALSE |
61 | NAcc2 | Leng9 | intron excision ratio | chr1:70036341:70037702 | 0.06 | 0.01 | top1 | 1 | 0.01 | 6.8e-02 | -5.7 | 5.7 | 1.1e-08 | -0.97 | 0.07 | 0.04 | FALSE |
62 | NAcc2 | Rdh13 | mRNA stability | ENSRNOG00000027919 | 0.15 | 0.08 | top1 | 1 | 0.08 | 2.6e-05 | -5.3 | 5.3 | 9.7e-08 | -0.99 | 0.15 | 0.06 | FALSE |
63 | NAcc2 | Ttyh1 | mRNA stability | ENSRNOG00000032699 | 0.06 | 0.03 | top1 | 1 | 0.03 | 1.3e-02 | -5.6 | -5.6 | 2.0e-08 | 0.99 | 0.07 | 0.04 | FALSE |
64 | OFC | Rpl28 | gene expression | ENSRNOG00000017127 | 0.16 | 0.03 | blup | 1496 | 0.06 | 1.8e-02 | -5.7 | -5.4 | 6.0e-08 | 0.99 | 0.29 | 0.28 | FALSE |
65 | PL | Syt5 | gene expression | ENSRNOG00000018217 | 0.40 | 0.17 | enet | 16 | 0.33 | 9.8e-09 | -4.4 | 5.2 | 2.6e-07 | -0.97 | 0.58 | 0.42 | FALSE |
66 | PL | Rdh13 | mRNA stability | ENSRNOG00000027919 | 0.25 | 0.20 | blup | 1530 | 0.25 | 9.9e-07 | -5.7 | 5.4 | 5.4e-08 | -0.99 | 0.49 | 0.50 | FALSE |
67 | PL2 | Syt5 | gene expression | ENSRNOG00000018217 | 0.39 | 0.26 | enet | 290 | 0.30 | 1.8e-16 | -4.3 | 5.3 | 9.6e-08 | -0.98 | 0.92 | 0.09 | FALSE |
68 | PL2 | Rdh13 | gene expression | ENSRNOG00000027919 | 0.20 | 0.11 | enet | 459 | 0.13 | 8.8e-08 | -5.3 | 5.1 | 3.0e-07 | -0.97 | 0.50 | 0.50 | FALSE |
69 | PL2 | Fam71e2 | gene expression | ENSRNOG00000033173 | 0.13 | 0.07 | top1 | 1 | 0.07 | 1.0e-04 | -5.2 | -5.2 | 2.0e-07 | 0.99 | 0.09 | 0.04 | FALSE |
70 | PL2 | Dnaaf3 | gene expression | ENSRNOG00000038600 | 0.05 | 0.03 | top1 | 1 | 0.03 | 7.6e-03 | -5.6 | -5.6 | 2.5e-08 | 0.98 | 0.06 | 0.04 | FALSE |
71 | PL2 | NA | isoform ratio | ENSRNOT00000114704 | 0.09 | 0.01 | top1 | 1 | 0.01 | 6.1e-02 | -5.6 | 5.6 | 2.5e-08 | -1.00 | 0.06 | 0.04 | FALSE |
72 | PL2 | Rdh13 | mRNA stability | ENSRNOG00000027919 | 0.31 | 0.17 | enet | 212 | 0.19 | 1.6e-10 | -5.3 | 5.4 | 6.3e-08 | -0.95 | 0.36 | 0.64 | FALSE |
73 | PL2 | Ttyh1 | mRNA stability | ENSRNOG00000032699 | 0.12 | 0.06 | blup | 1691 | 0.07 | 8.1e-05 | -4.6 | -5.1 | 3.2e-07 | 0.96 | 0.68 | 0.31 | 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.