Best TWAS P=1.471503e-07 · Best GWAS P=1.453537e-07 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 | Cd63 | alternative TSS | ENSRNOT00000114033 | 0.04 | 0.03 | top1 | 1 | 0.03 | 7.4e-04 | 5.1 | 5.1 | 3.2e-07 | 0.95 | 0.06 | 0.08 | FALSE |
2 | Adipose | Ikzf4 | gene expression | ENSRNOG00000005535 | 0.06 | 0.05 | lasso | 24 | 0.05 | 6.2e-06 | 5.1 | -5.1 | 2.6e-07 | -0.78 | 0.28 | 0.72 | TRUE |
3 | Adipose | Dnajc14 | gene expression | ENSRNOG00000006844 | 0.43 | 0.27 | lasso | 27 | 0.29 | 3.8e-32 | 4.3 | 5.1 | 2.6e-07 | -0.86 | 0.74 | 0.26 | FALSE |
4 | Adipose | Coq10a | gene expression | ENSRNOG00000029571 | 0.03 | 0.02 | top1 | 1 | 0.02 | 3.6e-03 | 5.1 | -5.1 | 2.6e-07 | -0.97 | 0.03 | 0.04 | FALSE |
5 | Adipose | Myl6 | intron excision ratio | chr7:910945:911642 | 0.03 | 0.01 | blup | 1046 | 0.02 | 1.9e-03 | 5.1 | 5.2 | 2.4e-07 | 0.97 | 0.33 | 0.63 | FALSE |
6 | Adipose | Atp5f1b | mRNA stability | ENSRNOG00000002840 | 0.19 | 0.12 | lasso | 39 | 0.12 | 1.5e-13 | 5.2 | -5.1 | 3.1e-07 | -0.96 | 0.22 | 0.78 | FALSE |
7 | BLA | Gls2 | alternative TSS | ENSRNOT00000099901 | 0.06 | 0.05 | enet | 10 | 0.06 | 3.3e-04 | 5.2 | 5.2 | 1.7e-07 | 1.00 | 0.27 | 0.70 | FALSE |
8 | BLA | Naca | gene expression | ENSRNOG00000002632 | 0.05 | 0.06 | top1 | 1 | 0.06 | 4.3e-04 | 5.2 | 5.2 | 2.5e-07 | 0.96 | 0.04 | 0.09 | FALSE |
9 | BLA | Atp5f1b | gene expression | ENSRNOG00000002840 | 0.20 | 0.20 | lasso | 20 | 0.22 | 4.6e-12 | 5.2 | -5.1 | 2.6e-07 | -0.95 | 0.21 | 0.79 | FALSE |
10 | BLA | Erbb3 | gene expression | ENSRNOG00000004964 | 0.09 | 0.12 | top1 | 1 | 0.12 | 7.2e-07 | 5.1 | -5.1 | 2.6e-07 | -0.98 | 0.20 | 0.46 | FALSE |
11 | BLA | Itga7 | gene expression | ENSRNOG00000007905 | 0.12 | 0.10 | lasso | 13 | 0.11 | 1.4e-06 | 5.2 | 5.2 | 2.4e-07 | 1.00 | 0.33 | 0.67 | FALSE |
12 | BLA | Stat2 | gene expression | ENSRNOG00000031081 | 0.69 | 0.58 | lasso | 21 | 0.65 | 1.7e-45 | 5.1 | -5.1 | 2.8e-07 | -0.95 | 0.27 | 0.73 | FALSE |
13 | BLA | Smarcc2 | gene expression | ENSRNOG00000031135 | 0.08 | 0.08 | enet | 37 | 0.08 | 3.3e-05 | 5.2 | -5.2 | 2.0e-07 | -0.95 | 0.32 | 0.68 | FALSE |
14 | BLA | Esyt1 | gene expression | ENSRNOG00000060753 | 0.18 | 0.17 | enet | 85 | 0.17 | 1.8e-09 | 5.2 | -5.2 | 1.6e-07 | -0.96 | 0.28 | 0.72 | FALSE |
15 | BLA | NA | gene expression | ENSRNOG00000062455 | 0.23 | 0.24 | blup | 1023 | 0.27 | 1.3e-14 | 5.3 | -5.2 | 2.0e-07 | -0.99 | 0.29 | 0.71 | FALSE |
16 | BLA | Sarnp | isoform ratio | ENSRNOT00000009155 | 0.07 | 0.04 | top1 | 1 | 0.04 | 3.6e-03 | 5.1 | -5.1 | 2.7e-07 | -0.99 | 0.06 | 0.06 | FALSE |
17 | BLA | Rnf41 | intron excision ratio | chr7:838301:841866 | 0.06 | 0.05 | blup | 961 | 0.05 | 1.2e-03 | 5.1 | 5.2 | 2.3e-07 | 0.98 | 0.28 | 0.66 | FALSE |
18 | BLA | Myl6 | intron excision ratio | chr7:910945:911978 | 0.05 | 0.01 | top1 | 1 | 0.01 | 9.8e-02 | 5.1 | -5.1 | 2.7e-07 | -0.96 | 0.04 | 0.04 | FALSE |
19 | BLA | Tmem198b | mRNA stability | ENSRNOG00000006827 | 0.06 | 0.06 | top1 | 1 | 0.06 | 6.2e-04 | 5.2 | -5.2 | 2.3e-07 | -0.96 | 0.06 | 0.06 | FALSE |
20 | BLA | Ormdl2 | mRNA stability | ENSRNOG00000030120 | 0.06 | 0.04 | blup | 1388 | 0.05 | 1.5e-03 | 5.1 | 5.1 | 2.8e-07 | 0.99 | 0.30 | 0.58 | FALSE |
21 | Brain | Rbms2 | alternative polyA | ENSRNOT00000048848 | 0.05 | 0.03 | lasso | 2 | 0.03 | 3.8e-04 | 5.1 | 5.2 | 2.4e-07 | 0.93 | 0.28 | 0.70 | FALSE |
22 | Brain | Rbms2 | alternative polyA | ENSRNOT00000118787 | 0.05 | 0.03 | top1 | 1 | 0.04 | 3.3e-04 | 5.1 | -5.1 | 2.6e-07 | -0.96 | 0.09 | 0.25 | FALSE |
23 | Brain | Atp5f1b | gene expression | ENSRNOG00000002840 | 0.18 | 0.18 | top1 | 1 | 0.18 | 4.5e-16 | 5.1 | -5.1 | 3.2e-07 | -0.96 | 0.23 | 0.77 | FALSE |
24 | Brain | Tmem198b | gene expression | ENSRNOG00000006827 | 0.06 | 0.04 | top1 | 1 | 0.04 | 1.4e-04 | 5.1 | 5.1 | 2.7e-07 | 0.97 | 0.11 | 0.23 | FALSE |
25 | Brain | Itga7 | gene expression | ENSRNOG00000007905 | 0.16 | 0.13 | lasso | 16 | 0.13 | 4.1e-12 | 5.1 | 5.1 | 3.1e-07 | 0.98 | 0.31 | 0.69 | FALSE |
26 | Brain | Sarnp | gene expression | ENSRNOG00000030520 | 0.03 | 0.02 | top1 | 1 | 0.02 | 2.3e-03 | 5.3 | 5.3 | 1.5e-07 | 0.98 | 0.05 | 0.05 | TRUE |
27 | Brain | Ptges3 | isoform ratio | ENSRNOT00000101866 | 0.06 | 0.04 | top1 | 1 | 0.04 | 6.2e-05 | 5.2 | -5.2 | 1.9e-07 | -0.96 | 0.11 | 0.58 | FALSE |
28 | Brain | Bloc1s1 | isoform ratio | ENSRNOT00000010380 | 0.11 | 0.08 | top1 | 1 | 0.08 | 4.4e-08 | 5.1 | -5.1 | 2.7e-07 | -0.99 | 0.28 | 0.71 | FALSE |
29 | Brain | Rnf41 | intron excision ratio | chr7:838383:841866 | 0.52 | 0.08 | lasso | 35 | 0.08 | 7.3e-08 | 5.1 | -5.2 | 2.4e-07 | -0.95 | 0.28 | 0.72 | FALSE |
30 | Brain | Smarcc2 | intron excision ratio | chr7:902231:902576 | 0.03 | 0.01 | top1 | 1 | 0.01 | 2.2e-02 | 5.1 | 5.1 | 2.8e-07 | 0.98 | 0.04 | 0.06 | FALSE |
31 | Brain | Ikzf4 | mRNA stability | ENSRNOG00000005535 | 0.03 | 0.02 | top1 | 1 | 0.02 | 5.5e-03 | 5.1 | -5.1 | 2.7e-07 | -0.99 | 0.04 | 0.04 | FALSE |
32 | Brain | Dnajc14 | mRNA stability | ENSRNOG00000006844 | 0.37 | 0.29 | top1 | 1 | 0.29 | 2.2e-27 | 5.1 | -5.1 | 2.7e-07 | -0.99 | 0.27 | 0.73 | FALSE |
33 | Brain | Stat2 | mRNA stability | ENSRNOG00000031081 | 0.33 | 0.34 | top1 | 1 | 0.34 | 1.2e-32 | 5.2 | -5.2 | 2.0e-07 | -0.97 | 0.23 | 0.77 | FALSE |
34 | IL | Dgka | gene expression | ENSRNOG00000022943 | 0.30 | 0.07 | enet | 18 | 0.08 | 5.5e-03 | 5.1 | -5.1 | 3.2e-07 | -0.96 | 0.25 | 0.51 | FALSE |
35 | IL | Myl6 | gene expression | ENSRNOG00000054140 | 0.38 | 0.12 | blup | 1041 | 0.13 | 5.4e-04 | 4.4 | -5.1 | 3.0e-07 | -0.96 | 0.36 | 0.54 | FALSE |
36 | IL | Esyt1 | gene expression | ENSRNOG00000060753 | 0.16 | 0.02 | top1 | 1 | 0.02 | 1.2e-01 | 5.1 | -5.1 | 2.9e-07 | -0.97 | 0.06 | 0.06 | FALSE |
37 | IL | Dnajc14 | mRNA stability | ENSRNOG00000006844 | 0.66 | 0.24 | lasso | 4 | 0.25 | 1.2e-06 | 5.1 | -5.2 | 2.1e-07 | 0.87 | 0.30 | 0.69 | TRUE |
38 | LHb | Itga7 | gene expression | ENSRNOG00000007905 | 0.26 | 0.10 | blup | 1443 | 0.11 | 1.2e-03 | 5.0 | 5.1 | 2.9e-07 | 0.99 | 0.36 | 0.57 | FALSE |
39 | Liver | Rbms2 | alternative polyA | ENSRNOT00000118787 | 0.02 | 0.01 | top1 | 1 | 0.01 | 9.2e-03 | 5.1 | -5.1 | 3.2e-07 | -0.96 | 0.03 | 0.03 | FALSE |
40 | Liver | Dgka | gene expression | ENSRNOG00000022943 | 0.34 | 0.27 | blup | 1282 | 0.28 | 1.4e-31 | 5.1 | 5.1 | 2.7e-07 | 0.97 | 0.27 | 0.73 | FALSE |
41 | Liver | AC128207.1 | gene expression | ENSRNOG00000028837 | 0.05 | 0.04 | top1 | 1 | 0.04 | 3.9e-05 | 5.2 | -5.2 | 1.9e-07 | -0.98 | 0.16 | 0.46 | FALSE |
42 | Liver | Rbms2 | isoform ratio | ENSRNOT00000048848 | 0.02 | 0.02 | top1 | 1 | 0.02 | 2.5e-03 | 5.1 | 5.1 | 3.2e-07 | 0.96 | 0.03 | 0.04 | FALSE |
43 | Liver | Sarnp | intron excision ratio | chr7:1251291:1261739 | 0.03 | 0.02 | top1 | 1 | 0.02 | 3.1e-03 | 5.1 | 5.1 | 3.0e-07 | 0.98 | 0.04 | 0.04 | FALSE |
44 | Liver | Sarnp | intron excision ratio | chr7:1254119:1261739 | 0.04 | 0.02 | blup | 1386 | 0.02 | 2.4e-03 | 5.1 | -5.1 | 2.8e-07 | -0.99 | 0.29 | 0.67 | FALSE |
45 | Liver | Pa2g4 | mRNA stability | ENSRNOG00000004904 | 0.02 | 0.01 | top1 | 1 | 0.01 | 2.5e-02 | 5.1 | 5.1 | 2.8e-07 | 0.99 | 0.03 | 0.03 | FALSE |
46 | Liver | Dgka | mRNA stability | ENSRNOG00000022943 | 0.14 | 0.09 | blup | 1282 | 0.09 | 4.5e-10 | 5.1 | 5.1 | 2.7e-07 | 0.98 | 0.28 | 0.72 | FALSE |
47 | NAcc | Atp5f1b | gene expression | ENSRNOG00000002840 | 0.16 | 0.09 | top1 | 1 | 0.09 | 5.8e-03 | 5.1 | -5.1 | 2.6e-07 | -0.96 | 0.04 | 0.06 | FALSE |
48 | NAcc | Stat2 | gene expression | ENSRNOG00000031081 | 0.23 | 0.11 | top1 | 1 | 0.11 | 1.9e-03 | 5.1 | -5.1 | 3.1e-07 | -0.97 | 0.06 | 0.07 | FALSE |
49 | NAcc | Esyt1 | gene expression | ENSRNOG00000060753 | 0.18 | 0.14 | top1 | 1 | 0.14 | 5.0e-04 | 5.1 | -5.1 | 2.9e-07 | -0.98 | 0.06 | 0.06 | FALSE |
50 | NAcc | Rab5b | intron excision ratio | chr7:1119062:1119825 | 0.17 | 0.06 | top1 | 1 | 0.06 | 1.5e-02 | 5.2 | -5.2 | 1.7e-07 | -0.99 | 0.06 | 0.06 | FALSE |
51 | NAcc | Dnajc14 | mRNA stability | ENSRNOG00000006844 | 0.34 | 0.20 | top1 | 1 | 0.20 | 2.8e-05 | 5.3 | -5.3 | 1.5e-07 | -0.97 | 0.09 | 0.17 | FALSE |
52 | NAcc2 | Cnpy2 | alternative polyA | ENSRNOT00000105756 | 0.16 | 0.13 | blup | 939 | 0.15 | 1.2e-08 | 5.1 | -5.1 | 3.2e-07 | -0.95 | 0.30 | 0.70 | FALSE |
53 | NAcc2 | Pa2g4 | alternative polyA | ENSRNOT00000006578 | 0.05 | 0.01 | lasso | 11 | 0.03 | 1.7e-02 | 5.2 | -5.2 | 2.5e-07 | -0.95 | 0.24 | 0.50 | FALSE |
54 | NAcc2 | Bloc1s1 | alternative TSS | ENSRNOT00000105370 | 0.05 | 0.02 | lasso | 10 | 0.03 | 1.4e-02 | 5.2 | 5.2 | 1.6e-07 | 0.96 | 0.30 | 0.51 | FALSE |
55 | NAcc2 | Myl6 | alternative TSS | ENSRNOT00000099810 | 0.06 | 0.03 | enet | 24 | 0.03 | 5.8e-03 | 4.6 | 5.1 | 3.3e-07 | 0.95 | 0.39 | 0.51 | TRUE |
56 | NAcc2 | Ptges3 | gene expression | ENSRNOG00000002642 | 0.06 | 0.06 | top1 | 1 | 0.06 | 2.1e-04 | 5.1 | 5.1 | 3.2e-07 | 0.96 | 0.04 | 0.07 | FALSE |
57 | NAcc2 | Erbb3 | gene expression | ENSRNOG00000004964 | 0.06 | 0.06 | top1 | 1 | 0.06 | 4.8e-04 | 5.1 | -5.1 | 2.6e-07 | -0.98 | 0.06 | 0.08 | FALSE |
58 | NAcc2 | Stat2 | gene expression | ENSRNOG00000031081 | 0.50 | 0.28 | enet | 38 | 0.34 | 8.1e-19 | 5.2 | -5.2 | 2.3e-07 | -0.98 | 0.26 | 0.74 | FALSE |
59 | NAcc2 | Zc3h10 | gene expression | ENSRNOG00000040281 | 0.07 | 0.04 | top1 | 1 | 0.04 | 2.3e-03 | 5.2 | 5.2 | 1.8e-07 | 0.97 | 0.05 | 0.08 | FALSE |
60 | NAcc2 | Myl6 | gene expression | ENSRNOG00000054140 | 0.05 | 0.04 | top1 | 1 | 0.04 | 3.3e-03 | 5.1 | -5.1 | 2.7e-07 | -0.98 | 0.05 | 0.05 | FALSE |
61 | NAcc2 | Esyt1 | gene expression | ENSRNOG00000060753 | 0.16 | 0.18 | top1 | 1 | 0.18 | 5.2e-10 | 5.2 | -5.2 | 2.0e-07 | -0.98 | 0.26 | 0.74 | FALSE |
62 | NAcc2 | Rbms2 | isoform ratio | ENSRNOT00000048848 | 0.14 | 0.11 | top1 | 1 | 0.11 | 2.4e-06 | 5.2 | 5.2 | 2.5e-07 | 0.96 | 0.22 | 0.68 | FALSE |
63 | NAcc2 | Rbms2 | isoform ratio | ENSRNOT00000088619 | 0.07 | 0.08 | top1 | 1 | 0.08 | 2.7e-05 | 5.1 | -5.1 | 3.2e-07 | -0.96 | 0.07 | 0.13 | FALSE |
64 | NAcc2 | Rbms2 | isoform ratio | ENSRNOT00000118787 | 0.06 | 0.02 | top1 | 1 | 0.02 | 2.0e-02 | 5.1 | -5.1 | 2.7e-07 | -0.96 | 0.04 | 0.05 | FALSE |
65 | NAcc2 | Cnpy2 | isoform ratio | ENSRNOT00000004895 | 0.09 | 0.08 | top1 | 1 | 0.08 | 4.6e-05 | 5.2 | 5.2 | 1.8e-07 | 0.97 | 0.09 | 0.27 | FALSE |
66 | NAcc2 | Cnpy2 | isoform ratio | ENSRNOT00000105756 | 0.08 | 0.06 | blup | 939 | 0.06 | 3.4e-04 | 5.1 | -5.1 | 2.6e-07 | -0.96 | 0.30 | 0.68 | FALSE |
67 | NAcc2 | Sarnp | intron excision ratio | chr7:1280052:1300213 | 0.10 | 0.09 | top1 | 1 | 0.09 | 9.6e-06 | 5.1 | -5.1 | 2.7e-07 | -0.99 | 0.12 | 0.25 | FALSE |
68 | NAcc2 | Dnajc14 | mRNA stability | ENSRNOG00000006844 | 0.45 | 0.36 | lasso | 3 | 0.37 | 4.0e-21 | 5.2 | -5.2 | 2.3e-07 | -1.00 | 0.30 | 0.70 | FALSE |
69 | OFC | Myl6 | gene expression | ENSRNOG00000054140 | 0.31 | 0.18 | blup | 1041 | 0.19 | 2.7e-05 | 5.1 | -5.1 | 3.0e-07 | -0.95 | 0.37 | 0.60 | FALSE |
70 | OFC | Esyt1 | gene expression | ENSRNOG00000060753 | 0.26 | 0.15 | top1 | 1 | 0.15 | 2.2e-04 | 5.1 | -5.1 | 2.9e-07 | -0.97 | 0.06 | 0.07 | FALSE |
71 | OFC | NA | gene expression | ENSRNOG00000062455 | 0.15 | 0.06 | blup | 1019 | 0.07 | 8.9e-03 | 5.1 | -5.1 | 3.3e-07 | -0.98 | 0.24 | 0.45 | FALSE |
72 | OFC | Stat2 | mRNA stability | ENSRNOG00000031081 | 0.37 | 0.27 | top1 | 1 | 0.27 | 3.7e-07 | 5.2 | -5.2 | 1.6e-07 | -0.97 | 0.14 | 0.54 | FALSE |
73 | PL | Ikzf4 | gene expression | ENSRNOG00000005535 | 0.22 | 0.06 | lasso | 2 | 0.09 | 3.3e-03 | 5.1 | -5.1 | 3.0e-07 | -0.98 | 0.26 | 0.49 | FALSE |
74 | PL2 | Sarnp | alternative TSS | ENSRNOT00000096123 | 0.06 | 0.05 | top1 | 1 | 0.05 | 1.2e-03 | 5.1 | 5.1 | 2.6e-07 | 0.97 | 0.06 | 0.05 | FALSE |
75 | PL2 | Stat2 | gene expression | ENSRNOG00000031081 | 0.68 | 0.50 | blup | 939 | 0.56 | 1.5e-36 | 5.1 | -5.2 | 2.2e-07 | -0.97 | 0.26 | 0.74 | FALSE |
76 | PL2 | Smarcc2 | gene expression | ENSRNOG00000031135 | 0.08 | 0.07 | blup | 1040 | 0.08 | 4.8e-05 | 5.1 | -5.2 | 2.1e-07 | -0.98 | 0.31 | 0.68 | FALSE |
77 | PL2 | Zc3h10 | gene expression | ENSRNOG00000040281 | 0.08 | 0.07 | enet | 131 | 0.07 | 1.5e-04 | 5.2 | 5.2 | 1.9e-07 | 1.00 | 0.30 | 0.69 | FALSE |
78 | PL2 | Prim1 | intron excision ratio | chr7:446523:449427 | 0.23 | 0.15 | blup | 619 | 0.17 | 9.4e-10 | 5.1 | 5.1 | 3.0e-07 | 0.94 | 0.19 | 0.81 | FALSE |
79 | PL2 | Myl6 | intron excision ratio | chr7:910945:911978 | 0.06 | 0.03 | top1 | 1 | 0.03 | 8.8e-03 | 5.1 | -5.1 | 3.1e-07 | -0.97 | 0.04 | 0.04 | FALSE |
80 | PL2 | Myl6 | intron excision ratio | chr7:911686:911978 | 0.06 | 0.03 | top1 | 1 | 0.03 | 8.0e-03 | 5.1 | 5.1 | 3.1e-07 | 0.97 | 0.04 | 0.04 | FALSE |
81 | PL2 | Dgka | mRNA stability | ENSRNOG00000022943 | 0.08 | 0.06 | top1 | 1 | 0.06 | 4.7e-04 | 5.1 | 5.1 | 2.6e-07 | 0.99 | 0.06 | 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.