Best TWAS P=7.147148e-09 · Best GWAS P=1.081408e-08 conditioned to NaN
# | 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 | Drap1 | gene expression | ENSRNOG00000020527 | 0.10 | 0.05 | top1 | 1 | 0.05 | 1.8e-06 | 5.3 | 5.3 | 1.1e-07 | 0.57 | 0.08 | 0.91 | FALSE |
2 | Adipose | Fosl1 | gene expression | ENSRNOG00000020552 | 0.11 | 0.02 | blup | 1189 | 0.03 | 2.0e-04 | 5.3 | -5.3 | 9.3e-08 | -0.77 | 0.13 | 0.87 | FALSE |
3 | Adipose | Pcnx3 | gene expression | ENSRNOG00000020742 | 0.15 | 0.09 | top1 | 1 | 0.09 | 3.6e-10 | 5.3 | 5.3 | 1.1e-07 | 0.67 | 0.29 | 0.71 | FALSE |
4 | Adipose | Naaladl1 | gene expression | ENSRNOG00000021000 | 0.23 | 0.16 | top1 | 1 | 0.16 | 9.0e-18 | 5.4 | 5.4 | 8.0e-08 | 0.70 | 0.23 | 0.76 | FALSE |
5 | Adipose | Fermt3 | gene expression | ENSRNOG00000021161 | 0.04 | 0.03 | top1 | 1 | 0.03 | 6.4e-04 | 5.4 | -5.4 | 5.8e-08 | -0.89 | 0.05 | 0.06 | FALSE |
6 | Adipose | Cdca5 | gene expression | ENSRNOG00000046635 | 0.07 | 0.04 | top1 | 1 | 0.04 | 7.6e-05 | 5.4 | -5.4 | 5.8e-08 | -0.86 | 0.13 | 0.50 | FALSE |
7 | Adipose | Ehbp1l1 | gene expression | ENSRNOG00000056038 | 0.32 | 0.16 | blup | 1413 | 0.21 | 1.9e-23 | 5.6 | -5.6 | 1.9e-08 | -0.81 | 0.20 | 0.80 | FALSE |
8 | Adipose | Ccdc85b | gene expression | ENSRNOG00000070266 | 0.03 | 0.01 | top1 | 1 | 0.01 | 1.1e-02 | 5.3 | -5.3 | 1.1e-07 | -0.68 | 0.04 | 0.06 | FALSE |
9 | Adipose | Snx32 | isoform ratio | ENSRNOT00000096559 | 0.05 | 0.02 | blup | 1299 | 0.03 | 3.0e-04 | -3.0 | 5.2 | 2.6e-07 | 0.69 | 0.27 | 0.65 | FALSE |
10 | Adipose | Znrd2 | intron excision ratio | chr1:203018382:203018914 | 0.05 | 0.01 | blup | 1413 | 0.01 | 1.4e-02 | -3.0 | 5.1 | 3.5e-07 | 0.71 | 0.33 | 0.48 | FALSE |
11 | Adipose | Scyl1 | mRNA stability | ENSRNOG00000023668 | 0.15 | 0.10 | top1 | 1 | 0.10 | 2.8e-11 | 5.4 | -5.4 | 6.1e-08 | -0.78 | 0.20 | 0.80 | FALSE |
12 | BLA | Ovol1 | gene expression | ENSRNOG00000020669 | 0.23 | 0.13 | enet | 22 | 0.14 | 1.0e-07 | 5.7 | -5.8 | 7.1e-09 | -0.92 | 0.11 | 0.89 | TRUE |
13 | BLA | Naaladl1 | gene expression | ENSRNOG00000021000 | 0.70 | 0.51 | top1 | 1 | 0.51 | 4.3e-31 | 5.4 | 5.4 | 6.1e-08 | 0.77 | 0.19 | 0.81 | FALSE |
14 | BLA | Rps6ka4 | gene expression | ENSRNOG00000021117 | 0.39 | 0.23 | enet | 199 | 0.25 | 1.3e-13 | 5.6 | 5.6 | 2.3e-08 | 0.91 | 0.13 | 0.87 | FALSE |
15 | BLA | Kcnk4 | gene expression | ENSRNOG00000021140 | 0.33 | 0.18 | blup | 1370 | 0.21 | 1.1e-11 | 5.6 | 5.3 | 1.2e-07 | 0.86 | 0.14 | 0.86 | FALSE |
16 | BLA | Ehbp1l1 | gene expression | ENSRNOG00000056038 | 0.09 | 0.05 | top1 | 1 | 0.05 | 1.3e-03 | 5.3 | 5.3 | 1.1e-07 | 0.72 | 0.09 | 0.13 | FALSE |
17 | BLA | Naaladl1 | isoform ratio | ENSRNOT00000054835 | 0.09 | 0.03 | blup | 1618 | 0.06 | 5.8e-04 | 5.4 | -5.2 | 1.6e-07 | -0.79 | 0.22 | 0.69 | FALSE |
18 | BLA | Naaladl1 | isoform ratio | ENSRNOT00000095018 | 0.08 | 0.03 | blup | 1618 | 0.06 | 6.8e-04 | 5.4 | 5.3 | 1.5e-07 | 0.79 | 0.22 | 0.68 | FALSE |
19 | BLA | Otub1 | isoform ratio | ENSRNOT00000114563 | 0.24 | 0.16 | lasso | 3 | 0.17 | 2.9e-09 | 5.6 | -5.7 | 1.0e-08 | -0.98 | 0.14 | 0.86 | FALSE |
20 | BLA | Spindoc | isoform ratio | ENSRNOT00000034477 | 0.07 | 0.04 | top1 | 1 | 0.04 | 5.2e-03 | 5.3 | 5.3 | 1.3e-07 | 0.95 | 0.08 | 0.10 | FALSE |
21 | BLA | Spindoc | isoform ratio | ENSRNOT00000083157 | 0.08 | 0.05 | top1 | 1 | 0.05 | 1.8e-03 | 5.3 | -5.3 | 1.3e-07 | -0.95 | 0.09 | 0.12 | FALSE |
22 | BLA | Ehbp1l1 | isoform ratio | ENSRNOT00000077526 | 0.06 | 0.04 | blup | 1413 | 0.04 | 1.9e-03 | 5.4 | -5.6 | 2.4e-08 | -0.81 | 0.30 | 0.60 | FALSE |
23 | BLA | Nrxn2 | intron excision ratio | chr1:203802213:203813559 | 0.08 | 0.03 | top1 | 1 | 0.03 | 9.7e-03 | 5.3 | -5.3 | 8.8e-08 | -0.59 | 0.07 | 0.06 | FALSE |
24 | Brain | Fosl1 | gene expression | ENSRNOG00000020552 | 0.22 | 0.15 | enet | 112 | 0.16 | 2.4e-14 | 5.3 | -5.1 | 3.3e-07 | -0.77 | 0.12 | 0.88 | FALSE |
25 | Brain | Ovol1 | gene expression | ENSRNOG00000020669 | 0.23 | 0.10 | blup | 1323 | 0.13 | 1.8e-12 | 5.3 | -5.2 | 1.7e-07 | -0.72 | 0.30 | 0.70 | FALSE |
26 | Brain | Pcnx3 | gene expression | ENSRNOG00000020742 | 0.11 | 0.09 | top1 | 1 | 0.09 | 8.6e-09 | 5.3 | 5.3 | 1.5e-07 | 0.80 | 0.35 | 0.64 | FALSE |
27 | Brain | Naaladl1 | gene expression | ENSRNOG00000021000 | 0.77 | 0.56 | top1 | 1 | 0.56 | 2.0e-62 | 5.4 | 5.4 | 5.6e-08 | 0.73 | 0.18 | 0.82 | FALSE |
28 | Brain | Sac3d1 | gene expression | ENSRNOG00000021003 | 0.12 | 0.04 | lasso | 3 | 0.05 | 1.1e-05 | 5.4 | 5.5 | 3.7e-08 | 0.79 | 0.15 | 0.84 | FALSE |
29 | Brain | Kcnk4 | gene expression | ENSRNOG00000021140 | 0.28 | 0.17 | lasso | 12 | 0.21 | 1.7e-19 | 5.2 | 5.7 | 1.0e-08 | 0.22 | 0.22 | 0.78 | TRUE |
30 | Brain | Otub1 | gene expression | ENSRNOG00000021175 | 0.62 | 0.36 | lasso | 36 | 0.46 | 4.9e-47 | 5.5 | -5.4 | 7.5e-08 | -0.91 | 0.10 | 0.90 | FALSE |
31 | Brain | Snx32 | gene expression | ENSRNOG00000026527 | 0.17 | 0.15 | blup | 1299 | 0.16 | 1.8e-14 | 5.3 | -5.5 | 4.2e-08 | -0.80 | 0.28 | 0.72 | FALSE |
32 | Brain | Naaladl1 | isoform ratio | ENSRNOT00000054835 | 0.25 | 0.11 | top1 | 1 | 0.11 | 4.7e-10 | 5.4 | -5.4 | 5.6e-08 | -0.78 | 0.18 | 0.82 | FALSE |
33 | Brain | Naaladl1 | isoform ratio | ENSRNOT00000095018 | 0.25 | 0.11 | top1 | 1 | 0.11 | 5.4e-10 | 5.4 | 5.4 | 5.6e-08 | 0.78 | 0.18 | 0.82 | FALSE |
34 | Brain | Slc22a12 | isoform ratio | ENSRNOT00000028665 | 0.06 | 0.02 | blup | 1509 | 0.02 | 2.6e-03 | 5.4 | -5.2 | 2.1e-07 | -0.80 | 0.18 | 0.74 | TRUE |
35 | Brain | Slc22a12 | isoform ratio | ENSRNOT00000092496 | 0.07 | 0.02 | top1 | 1 | 0.02 | 2.4e-03 | 5.5 | 5.5 | 3.0e-08 | 0.57 | 0.05 | 0.34 | FALSE |
36 | Brain | Macrod1 | isoform ratio | ENSRNOT00000091465 | 0.09 | 0.11 | lasso | 1 | 0.11 | 3.0e-10 | -2.9 | 5.6 | 2.5e-08 | -0.27 | 1.00 | 0.00 | TRUE |
37 | Brain | Otub1 | isoform ratio | ENSRNOT00000114563 | 0.11 | 0.08 | lasso | 5 | 0.08 | 3.2e-08 | 5.2 | -5.4 | 6.7e-08 | -0.97 | 0.18 | 0.82 | FALSE |
38 | Brain | Snx32 | isoform ratio | ENSRNOT00000036745 | 0.12 | 0.10 | top1 | 1 | 0.10 | 3.8e-09 | 5.4 | -5.4 | 6.9e-08 | -0.76 | 0.16 | 0.84 | FALSE |
39 | Brain | Snx32 | isoform ratio | ENSRNOT00000096559 | 0.14 | 0.11 | top1 | 1 | 0.11 | 2.2e-10 | 5.4 | 5.4 | 6.9e-08 | 0.78 | 0.16 | 0.84 | FALSE |
40 | Brain | Ehbp1l1 | isoform ratio | ENSRNOT00000077526 | 0.07 | 0.03 | blup | 1413 | 0.05 | 2.2e-05 | 4.9 | -5.1 | 3.2e-07 | -0.68 | 0.56 | 0.43 | FALSE |
41 | Brain | NA | intron excision ratio | chr1:203313183:203313863 | 0.06 | 0.04 | top1 | 1 | 0.04 | 2.6e-04 | 5.4 | 5.4 | 6.5e-08 | 0.75 | 0.06 | 0.12 | FALSE |
42 | Brain | Snx32 | mRNA stability | ENSRNOG00000026527 | 0.07 | 0.03 | top1 | 1 | 0.03 | 9.1e-04 | 5.3 | -5.3 | 1.0e-07 | -0.77 | 0.06 | 0.12 | FALSE |
43 | Eye | Naaladl1 | gene expression | ENSRNOG00000021000 | 0.41 | 0.10 | enet | 50 | 0.12 | 6.9e-03 | 5.3 | 5.5 | 4.9e-08 | 0.84 | 0.21 | 0.40 | FALSE |
44 | IL | Ovol1 | gene expression | ENSRNOG00000020669 | 0.25 | 0.03 | blup | 1320 | 0.06 | 1.2e-02 | 5.2 | -5.4 | 7.0e-08 | -0.75 | 0.29 | 0.46 | FALSE |
45 | IL | Naaladl1 | gene expression | ENSRNOG00000021000 | 0.69 | 0.16 | lasso | 11 | 0.21 | 7.9e-06 | 5.3 | 5.6 | 2.5e-08 | 0.85 | 0.24 | 0.75 | FALSE |
46 | IL | Rtn3 | intron excision ratio | chr1:204621909:204668857 | 0.38 | 0.14 | top1 | 1 | 0.14 | 2.8e-04 | 5.5 | 5.5 | 3.2e-08 | 0.86 | 0.08 | 0.22 | FALSE |
47 | IL | Pacs1 | mRNA stability | ENSRNOG00000020350 | 0.22 | 0.01 | top1 | 1 | 0.01 | 2.2e-01 | 5.2 | -5.2 | 2.1e-07 | -0.49 | 0.06 | 0.07 | FALSE |
48 | LHb | Naaladl1 | gene expression | ENSRNOG00000021000 | 0.28 | 0.13 | enet | 14 | 0.15 | 1.8e-04 | 5.3 | 5.3 | 9.2e-08 | 0.85 | 0.19 | 0.70 | FALSE |
49 | LHb | Snx15 | gene expression | ENSRNOG00000021007 | 0.55 | 0.14 | top1 | 1 | 0.14 | 3.9e-04 | 5.3 | -5.3 | 1.1e-07 | -0.50 | 0.09 | 0.07 | FALSE |
50 | LHb | Kcnk4 | gene expression | ENSRNOG00000021140 | 0.18 | 0.01 | blup | 1367 | 0.07 | 7.7e-03 | 5.6 | 5.2 | 2.1e-07 | 0.82 | 0.20 | 0.48 | FALSE |
51 | Liver | Macrod1 | alternative polyA | ENSRNOT00000091465 | 0.20 | 0.07 | enet | 15 | 0.08 | 4.1e-09 | 5.1 | 5.2 | 1.8e-07 | 0.77 | 0.34 | 0.66 | FALSE |
52 | Liver | Otub1 | alternative polyA | ENSRNOT00000114563 | 0.16 | 0.08 | enet | 97 | 0.09 | 1.9e-10 | -3.2 | 5.6 | 1.6e-08 | 0.89 | 1.00 | 0.00 | FALSE |
53 | Liver | Macrod1 | alternative TSS | ENSRNOT00000028749 | 0.05 | 0.03 | top1 | 1 | 0.03 | 4.9e-04 | 5.4 | 5.4 | 6.7e-08 | 0.66 | 0.05 | 0.09 | FALSE |
54 | Liver | Macrod1 | alternative TSS | ENSRNOT00000106741 | 0.04 | 0.03 | top1 | 1 | 0.03 | 6.5e-04 | 5.4 | -5.4 | 6.7e-08 | -0.68 | 0.05 | 0.07 | FALSE |
55 | Liver | Znrd2 | gene expression | ENSRNOG00000012736 | 0.05 | 0.02 | top1 | 1 | 0.02 | 1.0e-03 | 5.3 | 5.3 | 1.1e-07 | 0.82 | 0.05 | 0.06 | FALSE |
56 | Liver | Naaladl1 | gene expression | ENSRNOG00000021000 | 0.07 | 0.06 | top1 | 1 | 0.06 | 9.2e-07 | 5.3 | 5.3 | 9.7e-08 | 0.68 | 0.25 | 0.67 | FALSE |
57 | Liver | Otub1 | gene expression | ENSRNOG00000021175 | 0.26 | 0.18 | lasso | 27 | 0.19 | 1.1e-20 | 5.6 | -5.8 | 8.9e-09 | -0.98 | 0.12 | 0.88 | FALSE |
58 | Liver | Ehbp1l1 | gene expression | ENSRNOG00000056038 | 0.04 | 0.02 | top1 | 1 | 0.02 | 5.5e-03 | 5.6 | -5.6 | 2.7e-08 | -0.77 | 0.04 | 0.07 | FALSE |
59 | Liver | Pcnx3 | mRNA stability | ENSRNOG00000020742 | 0.05 | 0.02 | top1 | 1 | 0.02 | 3.1e-03 | 5.6 | -5.6 | 2.7e-08 | -0.80 | 0.06 | 0.38 | FALSE |
60 | Liver | Otub1 | mRNA stability | ENSRNOG00000021175 | 0.05 | 0.02 | top1 | 1 | 0.02 | 1.0e-03 | 5.5 | 5.5 | 2.9e-08 | 0.95 | 0.06 | 0.31 | FALSE |
61 | NAcc | Ovol1 | gene expression | ENSRNOG00000020669 | 0.08 | 0.01 | blup | 1322 | 0.05 | 2.4e-04 | 4.6 | -5.2 | 2.1e-07 | -0.71 | 0.43 | 0.56 | FALSE |
62 | NAcc | Naaladl1 | gene expression | ENSRNOG00000021000 | 0.61 | 0.43 | enet | 134 | 0.46 | 1.1e-37 | 5.4 | 5.3 | 1.0e-07 | 0.76 | 0.24 | 0.76 | FALSE |
63 | NAcc | Sac3d1 | gene expression | ENSRNOG00000021003 | 0.36 | 0.23 | top1 | 1 | 0.23 | 7.7e-17 | 5.4 | 5.4 | 5.3e-08 | 0.72 | 0.17 | 0.83 | FALSE |
64 | NAcc | Otub1 | gene expression | ENSRNOG00000021175 | 0.28 | 0.22 | lasso | 11 | 0.26 | 1.3e-19 | 5.6 | -5.6 | 2.2e-08 | -0.92 | 0.14 | 0.86 | FALSE |
65 | NAcc | Snx32 | isoform ratio | ENSRNOT00000096559 | 0.07 | 0.03 | blup | 1298 | 0.04 | 6.6e-04 | 5.4 | 5.5 | 3.4e-08 | 0.77 | 0.26 | 0.72 | FALSE |
66 | NAcc | Ehbp1l1 | isoform ratio | ENSRNOT00000077526 | 0.05 | 0.01 | blup | 1412 | 0.03 | 5.0e-03 | 4.6 | -5.4 | 8.7e-08 | -0.74 | 0.40 | 0.46 | FALSE |
67 | NAcc | Efemp2 | intron excision ratio | chr1:202783177:202783817 | 0.05 | 0.02 | blup | 1207 | 0.02 | 7.8e-03 | 3.6 | 5.2 | 1.7e-07 | 0.73 | 0.28 | 0.52 | FALSE |
68 | NAcc | Dnajc4 | intron excision ratio | chr1:204179906:204180400 | 0.06 | 0.04 | top1 | 1 | 0.04 | 8.7e-04 | 5.6 | 5.6 | 2.5e-08 | 0.79 | 0.06 | 0.25 | FALSE |
69 | NAcc | Otub1 | mRNA stability | ENSRNOG00000021175 | 0.04 | 0.03 | top1 | 1 | 0.03 | 1.8e-03 | 5.3 | 5.3 | 1.1e-07 | 0.88 | 0.05 | 0.06 | FALSE |
70 | OFC | Ovol1 | gene expression | ENSRNOG00000020669 | 0.25 | 0.16 | top1 | 1 | 0.16 | 1.0e-04 | 5.4 | -5.4 | 6.9e-08 | -0.76 | 0.07 | 0.08 | TRUE |
71 | OFC | Naaladl1 | gene expression | ENSRNOG00000021000 | 0.63 | 0.25 | lasso | 22 | 0.26 | 7.8e-07 | 5.3 | 5.2 | 2.1e-07 | 0.69 | 0.32 | 0.66 | FALSE |
72 | OFC | Naaladl1 | isoform ratio | ENSRNOT00000054835 | 0.32 | 0.09 | lasso | 14 | 0.09 | 3.1e-03 | 4.9 | -5.2 | 1.8e-07 | -0.73 | 0.31 | 0.45 | FALSE |
73 | PL | Yif1a | gene expression | ENSRNOG00000020201 | 0.07 | 0.03 | top1 | 1 | 0.03 | 2.8e-03 | 5.3 | -5.3 | 9.1e-08 | -0.70 | 0.03 | 0.49 | FALSE |
74 | PL | Fosl1 | gene expression | ENSRNOG00000020552 | 0.06 | 0.04 | blup | 1188 | 0.04 | 4.2e-04 | 5.5 | -5.3 | 1.4e-07 | -0.77 | 0.16 | 0.76 | FALSE |
75 | PL | Efemp2 | gene expression | ENSRNOG00000020587 | 0.06 | 0.03 | blup | 1207 | 0.04 | 2.4e-04 | 4.9 | 5.3 | 1.2e-07 | 0.74 | 0.22 | 0.74 | FALSE |
76 | PL | Ovol1 | gene expression | ENSRNOG00000020669 | 0.34 | 0.29 | lasso | 12 | 0.30 | 8.9e-23 | 5.2 | -5.3 | 9.0e-08 | -0.77 | 0.31 | 0.69 | FALSE |
77 | PL | Capn1 | gene expression | ENSRNOG00000020935 | 0.26 | 0.10 | top1 | 1 | 0.10 | 3.6e-08 | 5.6 | -5.6 | 2.6e-08 | -0.82 | 0.10 | 0.90 | FALSE |
78 | PL | Naaladl1 | gene expression | ENSRNOG00000021000 | 0.57 | 0.42 | enet | 111 | 0.45 | 5.2e-38 | 5.4 | 5.2 | 2.2e-07 | 0.76 | 0.27 | 0.73 | FALSE |
79 | PL | Kcnk4 | gene expression | ENSRNOG00000021140 | 0.09 | 0.03 | blup | 1367 | 0.05 | 7.1e-05 | 5.6 | 5.5 | 4.8e-08 | 0.94 | 0.15 | 0.84 | FALSE |
80 | PL | Snx32 | gene expression | ENSRNOG00000026527 | 0.07 | 0.01 | blup | 1298 | 0.04 | 3.1e-04 | 5.2 | -5.3 | 1.4e-07 | -0.77 | 0.28 | 0.70 | FALSE |
81 | PL | Snx32 | isoform ratio | ENSRNOT00000096559 | 0.10 | 0.05 | blup | 1298 | 0.07 | 6.4e-06 | 4.8 | 5.1 | 2.8e-07 | 0.74 | 0.36 | 0.63 | FALSE |
82 | PL | Rtn3 | intron excision ratio | chr1:204621909:204655272 | 0.17 | 0.13 | lasso | 11 | 0.16 | 6.8e-12 | 4.6 | -5.3 | 9.1e-08 | -0.71 | 0.44 | 0.56 | 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.