Best TWAS P=5.057311e-13 · Best GWAS P=3.615959e-13 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 | Nhlrc2 | alternative polyA | ENSRNOT00000022788 | 0.03 | 0.00 | top1 | 1 | 0.00 | 1.8e-01 | 7.0 | 7.0 | 2.5e-12 | 0.95 | 0.06 | 0.03 | FALSE |
2 | Adipose | Nhlrc2 | alternative polyA | ENSRNOT00000105890 | 0.03 | 0.01 | top1 | 1 | 0.01 | 3.7e-02 | 7.0 | -7.0 | 2.5e-12 | -0.96 | 0.06 | 0.03 | FALSE |
3 | Adipose | Atrnl1 | alternative polyA | ENSRNOT00000105444 | 0.08 | 0.07 | top1 | 1 | 0.07 | 4.0e-08 | 6.2 | 6.2 | 7.6e-10 | 0.67 | 0.03 | 0.97 | FALSE |
4 | Adipose | Atrnl1 | alternative polyA | ENSRNOT00000115590 | 0.02 | 0.02 | lasso | 1 | 0.02 | 6.5e-03 | 6.5 | 6.5 | 8.8e-11 | 0.84 | 0.48 | 0.40 | FALSE |
5 | Adipose | Atrnl1 | alternative polyA | ENSRNOT00000118477 | 0.63 | 0.22 | top1 | 1 | 0.22 | 1.4e-23 | 6.5 | -6.5 | 8.8e-11 | -0.66 | 0.00 | 1.00 | FALSE |
6 | Adipose | Atrnl1 | alternative polyA | ENSRNOT00000105444 | 0.08 | 0.07 | top1 | 1 | 0.07 | 7.2e-08 | 6.2 | 6.2 | 7.6e-10 | 0.67 | 0.03 | 0.97 | FALSE |
7 | Adipose | Atrnl1 | alternative polyA | ENSRNOT00000115590 | 0.02 | 0.02 | lasso | 1 | 0.02 | 6.5e-03 | 6.5 | 6.5 | 8.8e-11 | 0.84 | 0.48 | 0.40 | FALSE |
8 | Adipose | Atrnl1 | alternative polyA | ENSRNOT00000118477 | 0.24 | 0.19 | lasso | 4 | 0.19 | 5.0e-21 | 6.5 | -6.5 | 8.8e-11 | -0.84 | 0.02 | 0.98 | FALSE |
9 | Adipose | Zdhhc6 | alternative polyA | ENSRNOT00000054681 | 0.07 | 0.05 | top1 | 1 | 0.05 | 1.6e-06 | 5.2 | 5.2 | 2.1e-07 | 0.90 | 0.94 | 0.00 | FALSE |
10 | Adipose | Zdhhc6 | alternative polyA | ENSRNOT00000087680 | 0.04 | 0.03 | top1 | 1 | 0.03 | 7.0e-04 | 5.2 | -5.2 | 2.1e-07 | -0.88 | 0.25 | 0.02 | FALSE |
11 | Adipose | Zdhhc6 | alternative polyA | ENSRNOT00000103424 | 0.05 | 0.01 | blup | 2039 | 0.03 | 2.3e-04 | 6.7 | -5.6 | 1.7e-08 | -0.57 | 0.47 | 0.48 | TRUE |
12 | Adipose | Zdhhc6 | alternative polyA | ENSRNOT00000054681 | 0.08 | 0.06 | top1 | 1 | 0.06 | 1.1e-07 | 6.8 | 6.8 | 8.7e-12 | 0.91 | 0.40 | 0.59 | FALSE |
13 | Adipose | Zdhhc6 | alternative polyA | ENSRNOT00000103424 | 0.08 | 0.07 | top1 | 1 | 0.07 | 1.7e-08 | 6.8 | -6.8 | 8.7e-12 | -0.90 | 0.40 | 0.60 | FALSE |
14 | Adipose | Nrap | gene expression | ENSRNOG00000016714 | 0.05 | 0.03 | blup | 2070 | 0.05 | 2.5e-06 | 7.2 | 5.6 | 1.8e-08 | 0.88 | 0.70 | 0.30 | TRUE |
15 | Adipose | AABR07007032.1 | gene expression | ENSRNOG00000046333 | 0.54 | 0.29 | enet | 19 | 0.31 | 3.7e-35 | 6.1 | -5.7 | 1.2e-08 | -0.76 | 0.52 | 0.48 | FALSE |
16 | Adipose | Acsl5 | isoform ratio | ENSRNOT00000103067 | 0.03 | 0.02 | top1 | 1 | 0.02 | 9.2e-04 | 6.8 | -6.8 | 1.4e-11 | -0.90 | 0.07 | 0.04 | FALSE |
17 | Adipose | Nhlrc2 | isoform ratio | ENSRNOT00000022788 | 0.04 | 0.02 | top1 | 1 | 0.02 | 2.9e-03 | 7.1 | 7.1 | 1.0e-12 | 0.95 | 0.09 | 0.11 | FALSE |
18 | Adipose | Nhlrc2 | isoform ratio | ENSRNOT00000105890 | 0.04 | 0.02 | top1 | 1 | 0.02 | 4.0e-03 | 7.1 | -7.1 | 1.0e-12 | -0.95 | 0.08 | 0.09 | FALSE |
19 | Adipose | Atrnl1 | isoform ratio | ENSRNOT00000105444 | 0.08 | 0.07 | top1 | 1 | 0.07 | 4.2e-08 | 6.2 | 6.2 | 7.6e-10 | 0.67 | 0.03 | 0.97 | FALSE |
20 | Adipose | Atrnl1 | isoform ratio | ENSRNOT00000115590 | 0.02 | 0.02 | top1 | 1 | 0.02 | 4.6e-03 | 6.5 | 6.5 | 8.8e-11 | 0.65 | 0.03 | 0.56 | FALSE |
21 | Adipose | Atrnl1 | isoform ratio | ENSRNOT00000118477 | 0.73 | 0.22 | top1 | 1 | 0.22 | 1.2e-23 | 6.5 | -6.5 | 8.8e-11 | -0.66 | 0.00 | 1.00 | FALSE |
22 | Adipose | Zdhhc6 | isoform ratio | ENSRNOT00000054681 | 0.05 | 0.04 | top1 | 1 | 0.04 | 1.6e-05 | 5.2 | 5.2 | 2.1e-07 | 0.90 | 0.61 | 0.01 | FALSE |
23 | Adipose | Zdhhc6 | isoform ratio | ENSRNOT00000103424 | 0.05 | 0.00 | blup | 2039 | 0.02 | 9.0e-04 | 6.7 | -5.3 | 1.3e-07 | -0.51 | 0.50 | 0.32 | FALSE |
24 | Adipose | AABR07007032.1 | isoform ratio | ENSRNOT00000108182 | 0.32 | 0.12 | top1 | 1 | 0.12 | 4.9e-13 | 5.5 | -5.5 | 3.4e-08 | -0.74 | 0.83 | 0.17 | FALSE |
25 | Adipose | AABR07007032.1 | intron excision ratio | chr1:256098051:256100373 | 0.23 | 0.08 | enet | 260 | 0.10 | 6.0e-11 | 6.2 | -6.6 | 5.3e-11 | -0.78 | 0.06 | 0.94 | TRUE |
26 | Adipose | AABR07007032.1 | intron excision ratio | chr1:256100420:256102022 | 0.10 | 0.04 | lasso | 22 | 0.05 | 1.4e-06 | 5.5 | 5.9 | 2.7e-09 | 0.82 | 0.40 | 0.60 | FALSE |
27 | Adipose | AABR07007032.1 | intron excision ratio | chr1:256230416:256255914 | 0.03 | 0.02 | top1 | 1 | 0.02 | 1.1e-03 | 6.2 | 6.2 | 5.9e-10 | 0.73 | 0.08 | 0.13 | FALSE |
28 | Adipose | AABR07007032.1 | intron excision ratio | chr1:256230416:256298551 | 0.03 | 0.02 | top1 | 1 | 0.02 | 8.8e-04 | 6.2 | -6.2 | 5.9e-10 | -0.72 | 0.08 | 0.14 | FALSE |
29 | Adipose | Afap1l2 | mRNA stability | ENSRNOG00000017164 | 0.03 | 0.01 | enet | 3 | 0.03 | 6.3e-04 | 5.4 | 5.5 | 3.9e-08 | 0.78 | 0.58 | 0.36 | FALSE |
30 | Adipose | Atrnl1 | mRNA stability | ENSRNOG00000017406 | 0.11 | 0.02 | enet | 83 | 0.06 | 1.0e-06 | 6.2 | 5.9 | 2.7e-09 | 0.76 | 0.42 | 0.58 | FALSE |
31 | BLA | Dclre1a | mRNA stability | ENSRNOG00000026204 | 0.15 | 0.05 | lasso | 13 | 0.05 | 8.1e-04 | 5.4 | 5.3 | 1.0e-07 | 0.87 | 0.89 | 0.08 | FALSE |
32 | Brain | Afap1l2 | gene expression | ENSRNOG00000017164 | 0.21 | 0.14 | lasso | 21 | 0.22 | 2.2e-20 | 6.5 | -6.3 | 3.5e-10 | -0.79 | 0.08 | 0.92 | TRUE |
33 | Brain | Casp7 | gene expression | ENSRNOG00000056216 | 0.13 | 0.12 | blup | 2102 | 0.17 | 1.9e-15 | 5.3 | 5.7 | 9.6e-09 | 0.91 | 0.85 | 0.15 | FALSE |
34 | Brain | Gpam | intron excision ratio | chr1:254140727:254142324 | 0.03 | 0.01 | blup | 2121 | 0.02 | 2.8e-03 | 3.2 | 5.1 | 3.2e-07 | 0.81 | 0.63 | 0.27 | FALSE |
35 | Brain | Nrap | mRNA stability | ENSRNOG00000016714 | 0.04 | 0.04 | top1 | 1 | 0.04 | 1.5e-04 | 6.7 | -6.7 | 1.5e-11 | -0.97 | 0.14 | 0.04 | FALSE |
36 | Brain | Afap1l2 | mRNA stability | ENSRNOG00000017164 | 0.56 | 0.41 | blup | 2422 | 0.44 | 2.6e-44 | 5.7 | -5.8 | 5.1e-09 | -0.83 | 0.66 | 0.34 | FALSE |
37 | Brain | Casp7 | mRNA stability | ENSRNOG00000056216 | 0.12 | 0.04 | blup | 2102 | 0.04 | 5.0e-05 | 7.2 | 5.6 | 2.7e-08 | 0.82 | 0.40 | 0.59 | FALSE |
38 | Eye | Tectb | gene expression | ENSRNOG00000015671 | 0.33 | 0.19 | lasso | 24 | 0.20 | 5.8e-04 | 5.1 | 6.5 | 8.1e-11 | -0.79 | 0.37 | 0.34 | TRUE |
39 | Eye | Casp7 | gene expression | ENSRNOG00000056216 | 0.51 | 0.05 | blup | 2102 | 0.12 | 7.2e-03 | 6.5 | 6.7 | 1.7e-11 | 0.83 | 0.28 | 0.30 | TRUE |
40 | IL | Afap1l2 | mRNA stability | ENSRNOG00000017164 | 0.39 | 0.23 | top1 | 1 | 0.23 | 3.5e-06 | 5.7 | -5.7 | 1.4e-08 | -0.84 | 0.19 | 0.09 | FALSE |
41 | IL | Dclre1a | mRNA stability | ENSRNOG00000026204 | 0.31 | 0.26 | lasso | 3 | 0.29 | 1.2e-07 | 7.1 | 6.6 | 3.4e-11 | 0.97 | 0.39 | 0.60 | FALSE |
42 | LHb | Gpam | gene expression | ENSRNOG00000015124 | 0.18 | 0.03 | blup | 2117 | 0.12 | 1.1e-03 | 5.0 | -6.0 | 2.4e-09 | -0.87 | 0.46 | 0.44 | FALSE |
43 | LHb | Gucy2g | gene expression | ENSRNOG00000015724 | 0.29 | 0.15 | enet | 9 | 0.21 | 9.6e-06 | 6.7 | -6.2 | 6.4e-10 | -0.89 | 0.49 | 0.49 | FALSE |
44 | LHb | Tcf7l2 | gene expression | ENSRNOG00000049232 | 0.14 | 0.04 | lasso | 6 | 0.06 | 1.2e-02 | 6.8 | 6.8 | 1.0e-11 | 0.90 | 0.41 | 0.28 | FALSE |
45 | LHb | Casp7 | gene expression | ENSRNOG00000056216 | 0.12 | 0.12 | top1 | 1 | 0.12 | 1.1e-03 | 5.3 | 5.3 | 1.0e-07 | 0.97 | 0.11 | 0.05 | FALSE |
46 | LHb | Afap1l2 | mRNA stability | ENSRNOG00000017164 | 0.46 | 0.29 | top1 | 1 | 0.29 | 1.2e-07 | 5.2 | -5.2 | 2.5e-07 | -0.83 | 0.50 | 0.04 | FALSE |
47 | LHb | Atrnl1 | mRNA stability | ENSRNOG00000017406 | 0.21 | 0.14 | top1 | 1 | 0.14 | 3.1e-04 | 6.2 | -6.2 | 4.2e-10 | -0.69 | 0.07 | 0.53 | FALSE |
48 | LHb | Dclre1a | mRNA stability | ENSRNOG00000026204 | 0.45 | 0.22 | lasso | 4 | 0.26 | 7.1e-07 | 5.3 | 5.1 | 3.5e-07 | 0.85 | 0.87 | 0.10 | FALSE |
49 | LHb | Tcf7l2 | mRNA stability | ENSRNOG00000049232 | 0.15 | 0.07 | enet | 7 | 0.08 | 6.4e-03 | 3.4 | 5.1 | 3.1e-07 | 0.83 | 0.44 | 0.23 | FALSE |
50 | Liver | Casp7 | alternative TSS | ENSRNOT00000080511 | 0.02 | 0.01 | blup | 2101 | 0.01 | 8.5e-03 | 5.9 | -6.7 | 2.6e-11 | -0.95 | 0.46 | 0.33 | FALSE |
51 | Liver | Casp7 | alternative TSS | ENSRNOT00000103804 | 0.02 | 0.01 | top1 | 1 | 0.01 | 1.3e-02 | 5.9 | 5.9 | 3.6e-09 | 0.96 | 0.06 | 0.03 | FALSE |
52 | Liver | Gpam | gene expression | ENSRNOG00000015124 | 0.14 | 0.05 | lasso | 16 | 0.09 | 1.3e-10 | 5.2 | 5.3 | 1.4e-07 | 0.73 | 0.56 | 0.44 | FALSE |
53 | Liver | Acsl5 | gene expression | ENSRNOG00000016265 | 0.05 | 0.03 | top1 | 1 | 0.03 | 1.4e-04 | 6.8 | 6.8 | 1.4e-11 | 0.90 | 0.10 | 0.07 | FALSE |
54 | Liver | Habp2 | gene expression | ENSRNOG00000016659 | 0.92 | 0.57 | top1 | 1 | 0.57 | 1.3e-76 | 7.2 | -7.2 | 6.0e-13 | -0.92 | 0.27 | 0.73 | FALSE |
55 | Liver | Nhlrc2 | gene expression | ENSRNOG00000016948 | 0.11 | 0.11 | top1 | 1 | 0.11 | 1.4e-12 | 5.4 | -5.4 | 6.4e-08 | -0.91 | 1.00 | 0.00 | FALSE |
56 | Liver | Fhip2a | gene expression | ENSRNOG00000017225 | 0.02 | 0.02 | top1 | 1 | 0.03 | 8.2e-04 | 6.5 | -6.5 | 8.8e-11 | -0.72 | 0.05 | 0.48 | FALSE |
57 | Liver | Trub1 | gene expression | ENSRNOG00000017321 | 0.42 | 0.43 | lasso | 23 | 0.44 | 3.5e-54 | 4.1 | -5.6 | 1.7e-08 | -0.68 | 0.98 | 0.02 | FALSE |
58 | Liver | Dclre1a | gene expression | ENSRNOG00000026204 | 0.23 | 0.16 | enet | 429 | 0.17 | 1.8e-18 | 5.4 | -5.4 | 6.5e-08 | -0.93 | 1.00 | 0.00 | FALSE |
59 | Liver | Gpam | intron excision ratio | chr1:254140727:254170436 | 0.02 | 0.01 | blup | 2121 | 0.01 | 1.0e-02 | 6.8 | -6.3 | 2.5e-10 | -0.89 | 0.46 | 0.43 | FALSE |
60 | Liver | Habp2 | intron excision ratio | chr1:255327227:255336618 | 0.70 | 0.39 | enet | 28 | 0.40 | 5.1e-47 | 7.2 | 7.2 | 5.1e-13 | 1.00 | 0.27 | 0.73 | FALSE |
61 | Liver | Habp2 | intron excision ratio | chr1:255336728:255338715 | 0.61 | 0.37 | enet | 26 | 0.38 | 7.9e-44 | 7.2 | -7.2 | 5.1e-13 | -1.00 | 0.28 | 0.72 | TRUE |
62 | Liver | Nhlrc2 | intron excision ratio | chr1:255640509:255642738 | 0.23 | 0.26 | enet | 376 | 0.27 | 1.7e-29 | 5.4 | 5.5 | 3.1e-08 | 0.93 | 1.00 | 0.00 | FALSE |
63 | Liver | Dclre1a | intron excision ratio | chr1:255572081:255578402 | 0.25 | 0.25 | lasso | 34 | 0.26 | 2.0e-28 | 5.2 | 5.4 | 7.5e-08 | 0.88 | 1.00 | 0.00 | FALSE |
64 | Liver | Tcf7l2 | intron excision ratio | chr1:254787414:254860496 | 0.03 | 0.00 | lasso | 14 | 0.00 | 2.1e-01 | 6.8 | -6.8 | 8.1e-12 | 0.80 | 0.35 | 0.48 | TRUE |
65 | Liver | Acsl5 | mRNA stability | ENSRNOG00000016265 | 0.06 | 0.05 | enet | 97 | 0.06 | 8.6e-07 | 6.7 | 6.4 | 1.4e-10 | 0.87 | 0.51 | 0.49 | FALSE |
66 | Liver | Habp2 | mRNA stability | ENSRNOG00000016659 | 0.47 | 0.38 | top1 | 1 | 0.38 | 4.8e-44 | 7.2 | -7.2 | 8.4e-13 | -0.93 | 0.34 | 0.66 | FALSE |
67 | Liver | Afap1l2 | mRNA stability | ENSRNOG00000017164 | 0.02 | 0.01 | top1 | 1 | 0.01 | 1.2e-02 | 5.8 | -5.8 | 7.3e-09 | -0.78 | 0.07 | 0.03 | FALSE |
68 | Liver | Ccdc186 | mRNA stability | ENSRNOG00000051680 | 0.04 | 0.02 | top1 | 1 | 0.02 | 4.3e-03 | 5.2 | -5.2 | 2.3e-07 | -0.80 | 0.06 | 0.03 | FALSE |
69 | NAcc | Acsl5 | gene expression | ENSRNOG00000016265 | 0.09 | 0.07 | top1 | 1 | 0.07 | 4.0e-06 | 6.7 | 6.7 | 1.6e-11 | 0.90 | 0.44 | 0.40 | FALSE |
70 | NAcc | Casp7 | gene expression | ENSRNOG00000056216 | 0.21 | 0.10 | enet | 179 | 0.12 | 3.5e-09 | 7.2 | 7.1 | 1.7e-12 | 0.93 | 0.33 | 0.67 | FALSE |
71 | NAcc | Acsl5 | isoform ratio | ENSRNOT00000110033 | 0.03 | 0.02 | top1 | 1 | 0.02 | 2.2e-02 | 6.7 | 6.7 | 2.2e-11 | 0.89 | 0.07 | 0.04 | TRUE |
72 | NAcc | Afap1l2 | mRNA stability | ENSRNOG00000017164 | 0.09 | 0.03 | blup | 2417 | 0.06 | 3.4e-05 | 6.0 | -5.5 | 4.1e-08 | -0.77 | 0.48 | 0.50 | FALSE |
73 | NAcc | Dclre1a | mRNA stability | ENSRNOG00000026204 | 0.26 | 0.17 | lasso | 14 | 0.17 | 6.8e-13 | 5.5 | 5.5 | 3.6e-08 | 0.87 | 1.00 | 0.00 | FALSE |
74 | OFC | Acsl5 | gene expression | ENSRNOG00000016265 | 0.32 | 0.16 | blup | 2066 | 0.19 | 2.8e-05 | 6.8 | -6.4 | 2.0e-10 | -0.89 | 0.52 | 0.47 | FALSE |
75 | OFC | Fhip2a | gene expression | ENSRNOG00000017225 | 0.16 | 0.09 | top1 | 1 | 0.09 | 4.6e-03 | 5.3 | -5.3 | 1.4e-07 | -0.73 | 0.14 | 0.05 | FALSE |
76 | OFC | Afap1l2 | mRNA stability | ENSRNOG00000017164 | 0.55 | 0.16 | enet | 14 | 0.33 | 1.3e-08 | 5.8 | -5.9 | 3.3e-09 | -0.79 | 0.64 | 0.35 | FALSE |
77 | OFC | Dclre1a | mRNA stability | ENSRNOG00000026204 | 0.34 | 0.22 | enet | 11 | 0.29 | 1.1e-07 | 7.2 | 6.8 | 1.3e-11 | 0.97 | 0.42 | 0.57 | FALSE |
78 | PL | Tcf7l2 | gene expression | ENSRNOG00000049232 | 0.04 | 0.02 | enet | 26 | 0.03 | 4.8e-03 | 6.8 | -6.4 | 1.5e-10 | -0.91 | 0.43 | 0.45 | FALSE |
79 | PL | Ccdc186 | gene expression | ENSRNOG00000051680 | 0.19 | 0.01 | enet | 9 | 0.04 | 9.2e-04 | -2.8 | 5.1 | 2.9e-07 | 0.71 | 0.48 | 0.43 | FALSE |
80 | PL | Casp7 | gene expression | ENSRNOG00000056216 | 0.12 | 0.10 | enet | 37 | 0.10 | 2.6e-08 | 7.2 | 7.1 | 1.4e-12 | 0.96 | 0.34 | 0.66 | FALSE |
81 | PL | Gpam | intron excision ratio | chr1:254140727:254170436 | 0.04 | 0.01 | lasso | 2 | 0.02 | 1.8e-02 | 6.8 | -6.8 | 1.1e-11 | -0.88 | 0.39 | 0.51 | FALSE |
82 | PL | Bbip1 | intron excision ratio | chr1:252958487:252959032 | 0.09 | 0.05 | top1 | 1 | 0.05 | 2.0e-04 | 5.2 | 5.2 | 1.8e-07 | 0.58 | 0.01 | 0.86 | TRUE |
83 | PL | Afap1l2 | mRNA stability | ENSRNOG00000017164 | 0.20 | 0.09 | lasso | 16 | 0.10 | 3.1e-08 | 5.8 | -5.8 | 7.2e-09 | -0.67 | 0.54 | 0.46 | TRUE |
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.