Best TWAS P=1.466368e-09 · Best GWAS P=1.181753e-09 conditioned to 0.1440765
# | 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 | Atg7 | alternative polyA | ENSRNOT00000067532 | 0.02 | 0.02 | top1 | 1 | 0.02 | 2.2e-03 | 5.4 | 5.4 | 6.4e-08 | 0.96 | 0.07 | 0.03 | FALSE |
2 | Adipose | Atg7 | alternative polyA | ENSRNOT00000099380 | 0.04 | 0.04 | top1 | 1 | 0.04 | 1.0e-05 | 5.4 | -5.4 | 6.4e-08 | -0.98 | 0.48 | 0.26 | FALSE |
3 | Adipose | Atg7 | alternative polyA | ENSRNOT00000067532 | 0.02 | 0.02 | top1 | 1 | 0.02 | 9.8e-04 | 5.4 | 5.4 | 6.4e-08 | 0.96 | 0.08 | 0.04 | FALSE |
4 | Adipose | Atg7 | alternative polyA | ENSRNOT00000099380 | 0.07 | 0.05 | top1 | 1 | 0.06 | 1.0e-06 | 5.4 | -5.4 | 6.4e-08 | -0.98 | 0.58 | 0.32 | FALSE |
5 | Adipose | Vgll4 | gene expression | ENSRNOG00000007822 | 0.02 | 0.01 | blup | 1519 | 0.01 | 1.1e-02 | 5.6 | -5.8 | 5.3e-09 | -0.96 | 0.31 | 0.51 | FALSE |
6 | Adipose | Tamm41 | gene expression | ENSRNOG00000007874 | 0.28 | 0.23 | enet | 208 | 0.27 | 1.8e-29 | -4.4 | 5.4 | 5.7e-08 | 0.84 | 0.94 | 0.06 | FALSE |
7 | Adipose | Timp4 | gene expression | ENSRNOG00000007955 | 0.05 | 0.03 | lasso | 27 | 0.04 | 2.1e-05 | -4.6 | 5.7 | 1.4e-08 | 0.87 | 0.38 | 0.61 | FALSE |
8 | Adipose | Atg7 | mRNA stability | ENSRNOG00000007486 | 0.04 | 0.04 | top1 | 1 | 0.04 | 4.3e-05 | 5.7 | -5.7 | 1.3e-08 | -0.94 | 0.16 | 0.35 | FALSE |
9 | Adipose | Tamm41 | mRNA stability | ENSRNOG00000007874 | 0.19 | 0.17 | top1 | 1 | 0.17 | 2.5e-18 | 5.6 | 5.6 | 1.9e-08 | 0.96 | 0.39 | 0.61 | FALSE |
10 | BLA | Atg7 | alternative polyA | ENSRNOT00000096019 | 0.06 | 0.02 | blup | 1953 | 0.02 | 2.2e-02 | 5.8 | -5.1 | 2.9e-07 | -0.95 | 0.28 | 0.52 | FALSE |
11 | BLA | Vgll4 | gene expression | ENSRNOG00000007822 | 0.25 | 0.15 | blup | 1519 | 0.16 | 5.6e-09 | 6.0 | 5.9 | 4.3e-09 | 0.96 | 0.30 | 0.70 | FALSE |
12 | Brain | Atg7 | alternative polyA | ENSRNOT00000096019 | 0.20 | 0.19 | enet | 32 | 0.20 | 2.5e-18 | 5.6 | -5.5 | 4.7e-08 | -0.97 | 0.33 | 0.67 | FALSE |
13 | Brain | Atg7 | alternative polyA | ENSRNOT00000109260 | 0.40 | 0.36 | lasso | 24 | 0.38 | 8.0e-37 | 5.6 | 5.7 | 1.2e-08 | 0.97 | 0.36 | 0.64 | FALSE |
14 | Brain | Atg7 | alternative polyA | ENSRNOT00000099380 | 0.16 | 0.19 | top1 | 1 | 0.19 | 6.3e-17 | 5.6 | -5.6 | 1.9e-08 | -0.98 | 0.36 | 0.64 | FALSE |
15 | Brain | Atg7 | alternative polyA | ENSRNOT00000104390 | 0.08 | 0.05 | top1 | 1 | 0.05 | 8.5e-06 | 5.6 | -5.6 | 1.7e-08 | -0.98 | 0.33 | 0.64 | FALSE |
16 | Brain | Atg7 | alternative polyA | ENSRNOT00000109260 | 0.34 | 0.33 | enet | 303 | 0.36 | 1.4e-34 | 5.6 | 5.8 | 8.9e-09 | 0.98 | 0.35 | 0.65 | FALSE |
17 | Brain | Vgll4 | gene expression | ENSRNOG00000007822 | 0.15 | 0.10 | blup | 1519 | 0.14 | 5.3e-13 | 5.6 | 5.5 | 3.0e-08 | 0.88 | 0.49 | 0.51 | FALSE |
18 | Brain | Tamm41 | gene expression | ENSRNOG00000007874 | 0.11 | 0.10 | blup | 1461 | 0.10 | 2.7e-09 | 5.7 | 5.9 | 4.0e-09 | 0.98 | 0.29 | 0.71 | FALSE |
19 | Brain | Atg7 | isoform ratio | ENSRNOT00000067532 | 0.04 | 0.05 | top1 | 1 | 0.05 | 3.0e-05 | 5.7 | -5.7 | 9.3e-09 | -0.98 | 0.15 | 0.44 | FALSE |
20 | Brain | Atg7 | isoform ratio | ENSRNOT00000104390 | 0.05 | 0.04 | top1 | 1 | 0.04 | 8.6e-05 | 5.6 | -5.6 | 2.6e-08 | -0.97 | 0.27 | 0.33 | FALSE |
21 | Brain | Atg7 | isoform ratio | ENSRNOT00000109260 | 0.25 | 0.27 | lasso | 18 | 0.27 | 2.1e-25 | 5.6 | 5.7 | 1.3e-08 | 0.98 | 0.36 | 0.64 | FALSE |
22 | Brain | Slc6a11 | mRNA stability | ENSRNOG00000005697 | 0.06 | 0.04 | top1 | 1 | 0.04 | 7.9e-05 | 6.0 | 6.0 | 1.5e-09 | 0.90 | 0.03 | 0.86 | TRUE |
23 | Eye | Atg7 | isoform ratio | ENSRNOT00000067532 | 0.41 | 0.00 | blup | 1953 | 0.05 | 6.4e-02 | -4.0 | -5.8 | 5.0e-09 | -0.93 | 0.21 | 0.18 | FALSE |
24 | IL | Atg7 | alternative polyA | ENSRNOT00000096019 | 0.16 | 0.08 | top1 | 1 | 0.08 | 4.9e-03 | 5.6 | -5.6 | 2.2e-08 | -0.98 | 0.10 | 0.06 | FALSE |
25 | IL | Vgll4 | gene expression | ENSRNOG00000007822 | 0.21 | 0.10 | blup | 1518 | 0.12 | 8.4e-04 | 5.6 | 5.8 | 6.2e-09 | 0.94 | 0.31 | 0.51 | FALSE |
26 | IL | Tamm41 | gene expression | ENSRNOG00000007874 | 0.20 | 0.08 | blup | 1460 | 0.08 | 7.1e-03 | 5.7 | 5.9 | 4.0e-09 | 0.98 | 0.27 | 0.54 | FALSE |
27 | LHb | Atg7 | alternative polyA | ENSRNOT00000109260 | 0.20 | 0.05 | blup | 1950 | 0.09 | 3.7e-03 | 4.6 | 5.4 | 7.9e-08 | 0.96 | 0.37 | 0.31 | FALSE |
28 | LHb | Atg7 | alternative polyA | ENSRNOT00000109260 | 0.20 | 0.05 | blup | 1950 | 0.09 | 3.2e-03 | 4.6 | 5.4 | 6.9e-08 | 0.96 | 0.37 | 0.31 | FALSE |
29 | LHb | Vgll4 | gene expression | ENSRNOG00000007822 | 0.25 | 0.06 | blup | 1518 | 0.09 | 4.1e-03 | 5.8 | 5.7 | 1.3e-08 | 0.90 | 0.32 | 0.45 | FALSE |
30 | LHb | Tamm41 | gene expression | ENSRNOG00000007874 | 0.31 | 0.08 | blup | 1460 | 0.13 | 5.2e-04 | 5.6 | 5.8 | 6.0e-09 | 0.94 | 0.31 | 0.55 | FALSE |
31 | Liver | Atg7 | alternative polyA | ENSRNOT00000109260 | 0.18 | 0.14 | lasso | 45 | 0.17 | 8.0e-19 | 5.7 | 5.6 | 1.7e-08 | 0.93 | 0.27 | 0.73 | FALSE |
32 | Liver | Atg7 | alternative polyA | ENSRNOT00000104390 | 0.03 | 0.02 | top1 | 1 | 0.02 | 8.9e-04 | 5.6 | -5.6 | 2.0e-08 | -0.98 | 0.07 | 0.05 | FALSE |
33 | Liver | Atg7 | alternative polyA | ENSRNOT00000109260 | 0.20 | 0.17 | lasso | 43 | 0.20 | 3.6e-22 | 5.6 | 5.6 | 2.8e-08 | 0.92 | 0.29 | 0.71 | FALSE |
34 | Liver | Atg7 | gene expression | ENSRNOG00000007486 | 0.10 | 0.13 | lasso | 52 | 0.14 | 5.7e-15 | 5.6 | -5.6 | 2.8e-08 | -0.99 | 0.28 | 0.72 | FALSE |
35 | Liver | Vgll4 | gene expression | ENSRNOG00000007822 | 0.05 | 0.04 | blup | 1519 | 0.04 | 8.5e-06 | 5.6 | 5.9 | 3.9e-09 | 0.99 | 0.29 | 0.71 | FALSE |
36 | Liver | Tamm41 | gene expression | ENSRNOG00000007874 | 0.23 | 0.13 | enet | 64 | 0.18 | 2.5e-19 | 6.0 | 5.8 | 6.8e-09 | 0.90 | 0.32 | 0.69 | FALSE |
37 | Liver | Atg7 | isoform ratio | ENSRNOT00000109260 | 0.09 | 0.08 | enet | 104 | 0.09 | 6.6e-10 | -4.1 | 5.4 | 6.3e-08 | 0.87 | 0.76 | 0.23 | FALSE |
38 | Liver | Tamm41 | mRNA stability | ENSRNOG00000007874 | 0.04 | 0.03 | top1 | 1 | 0.03 | 2.8e-04 | 5.7 | 5.7 | 9.9e-09 | 0.98 | 0.08 | 0.16 | FALSE |
39 | NAcc | Atg7 | alternative polyA | ENSRNOT00000067532 | 0.08 | 0.02 | blup | 1952 | 0.06 | 1.9e-05 | 4.6 | -5.7 | 1.5e-08 | -0.95 | 0.49 | 0.51 | FALSE |
40 | NAcc | Atg7 | alternative polyA | ENSRNOT00000109260 | 0.15 | 0.12 | blup | 1952 | 0.15 | 2.0e-11 | 5.6 | 5.8 | 8.3e-09 | 0.95 | 0.38 | 0.62 | FALSE |
41 | NAcc | Atg7 | alternative polyA | ENSRNOT00000067532 | 0.07 | 0.03 | blup | 1952 | 0.05 | 2.3e-04 | 5.6 | -5.8 | 7.8e-09 | -0.96 | 0.38 | 0.62 | FALSE |
42 | NAcc | Atg7 | alternative polyA | ENSRNOT00000099380 | 0.06 | 0.03 | blup | 1952 | 0.04 | 6.8e-04 | 5.8 | -5.5 | 3.7e-08 | -0.94 | 0.34 | 0.65 | FALSE |
43 | NAcc | Atg7 | alternative polyA | ENSRNOT00000109260 | 0.14 | 0.11 | blup | 1952 | 0.14 | 2.4e-10 | 5.6 | 5.7 | 1.0e-08 | 0.95 | 0.41 | 0.59 | FALSE |
44 | NAcc | Slc6a1 | gene expression | ENSRNOG00000006527 | 0.04 | 0.00 | blup | 2002 | 0.02 | 1.8e-02 | 5.5 | 5.4 | 5.6e-08 | 0.93 | 0.28 | 0.65 | FALSE |
45 | NAcc | Vgll4 | gene expression | ENSRNOG00000007822 | 0.32 | 0.26 | enet | 231 | 0.29 | 3.8e-22 | 5.7 | 5.8 | 5.5e-09 | 0.96 | 0.38 | 0.62 | FALSE |
46 | NAcc | Tamm41 | gene expression | ENSRNOG00000007874 | 0.13 | 0.05 | blup | 1460 | 0.08 | 1.1e-06 | 6.1 | 5.9 | 4.7e-09 | 0.96 | 0.27 | 0.73 | FALSE |
47 | NAcc | Atp2b2 | gene expression | ENSRNOG00000030269 | 0.07 | 0.03 | enet | 31 | 0.03 | 3.6e-03 | -3.9 | 5.5 | 3.7e-08 | 0.61 | 0.60 | 0.21 | FALSE |
48 | OFC | Atg7 | alternative polyA | ENSRNOT00000109260 | 0.17 | 0.11 | top1 | 1 | 0.11 | 1.2e-03 | 5.6 | 5.6 | 2.3e-08 | 0.96 | 0.11 | 0.07 | FALSE |
49 | OFC | Atg7 | alternative polyA | ENSRNOT00000109260 | 0.17 | 0.11 | blup | 1950 | 0.12 | 1.1e-03 | 5.6 | 5.5 | 3.0e-08 | 0.92 | 0.41 | 0.48 | FALSE |
50 | OFC | Vgll4 | gene expression | ENSRNOG00000007822 | 0.19 | 0.12 | top1 | 1 | 0.12 | 1.1e-03 | 5.6 | 5.6 | 2.1e-08 | 0.99 | 0.08 | 0.06 | FALSE |
51 | OFC | Atg7 | isoform ratio | ENSRNOT00000109260 | 0.14 | 0.04 | blup | 1950 | 0.04 | 4.0e-02 | 5.6 | 5.5 | 4.4e-08 | 0.94 | 0.29 | 0.37 | FALSE |
52 | PL | Atg7 | alternative polyA | ENSRNOT00000067532 | 0.14 | 0.08 | enet | 22 | 0.12 | 3.1e-09 | 5.7 | -5.9 | 4.5e-09 | -0.90 | 0.29 | 0.71 | FALSE |
53 | PL | Atg7 | alternative polyA | ENSRNOT00000096019 | 0.11 | 0.12 | blup | 1952 | 0.13 | 5.2e-10 | 5.6 | -5.7 | 1.6e-08 | -0.96 | 0.34 | 0.66 | FALSE |
54 | PL | Atg7 | alternative polyA | ENSRNOT00000109260 | 0.33 | 0.33 | blup | 1952 | 0.35 | 3.6e-27 | 5.7 | 5.9 | 4.4e-09 | 0.97 | 0.36 | 0.64 | FALSE |
55 | PL | Atg7 | alternative polyA | ENSRNOT00000067532 | 0.09 | 0.08 | blup | 1952 | 0.09 | 3.2e-07 | 5.7 | -5.8 | 8.1e-09 | -0.94 | 0.35 | 0.65 | FALSE |
56 | PL | Atg7 | alternative polyA | ENSRNOT00000099380 | 0.27 | 0.27 | lasso | 44 | 0.28 | 3.4e-21 | 5.7 | -5.6 | 2.2e-08 | -0.98 | 0.36 | 0.64 | FALSE |
57 | PL | Atg7 | alternative polyA | ENSRNOT00000109260 | 0.28 | 0.31 | enet | 37 | 0.32 | 3.8e-25 | 5.7 | 5.6 | 2.5e-08 | 0.96 | 0.36 | 0.64 | FALSE |
58 | PL | Tamm41 | gene expression | ENSRNOG00000007874 | 0.06 | 0.00 | blup | 1460 | 0.02 | 1.8e-02 | -4.6 | 5.5 | 3.2e-08 | 0.87 | 0.44 | 0.42 | FALSE |
59 | PL | Atg7 | isoform ratio | ENSRNOT00000109260 | 0.18 | 0.12 | blup | 1952 | 0.16 | 3.3e-12 | 5.6 | 5.7 | 1.1e-08 | 0.92 | 0.35 | 0.65 | 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.