Best TWAS P=2.7e-11 · Best GWAS P=6.85e-11 conditioned to 0.0615
# | Study | Tissue | Gene | h2 | eQTL R2 | model | # weights | model R2 | model R2 P | eQTL GWAS Z | TWAS Z | TWAS P | Top SNP corr | PP3 | PP4 | joint |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | CommonMind | Brain Pre-frontal Cortex | DOC2A | 0.08 | 0.01 | bslmm | 213 | 0.05 | 2.4e-06 | 3.26 | 5.9 | 4.1e-09 | 0.64 | 0.10 | 0.89 | FALSE |
2 | GTEx | Adipose Subcutaneous | RP11-231C14.4 | 0.06 | 0.07 | enet | 5 | 0.07 | 4.7e-06 | 6.52 | -5.9 | 3.5e-09 | -0.93 | 0.01 | 0.99 | FALSE |
3 | GTEx | Adipose Subcutaneous | INO80E | 0.10 | 0.16 | enet | 19 | 0.15 | 4.5e-12 | -6.19 | 5.9 | 3.1e-09 | 0.80 | 0.05 | 0.95 | FALSE |
4 | GTEx | Adipose Visceral Omentum | INO80E | 0.14 | 0.14 | enet | 17 | 0.19 | 3.7e-10 | -6.25 | 5.8 | 5.2e-09 | 0.77 | 0.05 | 0.95 | FALSE |
5 | GTEx | Adipose Visceral Omentum | SEZ6L2 | 0.05 | 0.01 | enet | 10 | 0.01 | 9.4e-02 | 5.99 | -6.1 | 1.3e-09 | -0.95 | 0.03 | 0.82 | FALSE |
6 | GTEx | Adipose Visceral Omentum | AC009133.12 | 0.05 | 0.01 | lasso | 2 | 0.00 | 2.3e-01 | -6.27 | -6.0 | 2.0e-09 | -0.79 | 0.04 | 0.57 | FALSE |
7 | GTEx | Artery Aorta | INO80E | 0.12 | 0.17 | enet | 11 | 0.17 | 1.9e-09 | 4.54 | 5.6 | 2.1e-08 | 0.78 | 0.06 | 0.94 | FALSE |
8 | GTEx | Artery Aorta | SLX1A-SULT1A3 | 0.07 | 0.00 | enet | 17 | 0.00 | 2.6e-01 | -4.07 | -6.2 | 7.4e-10 | -0.77 | 0.04 | 0.72 | FALSE |
9 | GTEx | Artery Tibial | RP11-231C14.4 | 0.04 | 0.04 | enet | 4 | 0.02 | 9.2e-03 | 6.22 | -6.1 | 1.2e-09 | -0.98 | 0.02 | 0.89 | FALSE |
10 | GTEx | Artery Tibial | INO80E | 0.23 | 0.15 | enet | 21 | 0.19 | 6.7e-15 | -6.15 | 6.0 | 2.0e-09 | 0.83 | 0.05 | 0.95 | FALSE |
11 | GTEx | Breast Mammary Tissue | INO80E | 0.17 | 0.12 | enet | 14 | 0.13 | 2.3e-07 | 4.54 | 6.4 | 2.1e-10 | 0.84 | 0.04 | 0.96 | FALSE |
12 | GTEx | Cells EBV-transformed lymphocytes | MAPK3 | 0.23 | 0.12 | enet | 8 | 0.08 | 1.5e-03 | 6.21 | 6.0 | 2.1e-09 | 0.94 | 0.02 | 0.98 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | MAPK3 | 0.12 | 0.05 | lasso | 10 | 0.04 | 3.7e-04 | 6.34 | 6.6 | 3.0e-11 | 0.94 | 0.02 | 0.98 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | PPP4C | 0.04 | 0.06 | lasso | 1 | 0.05 | 8.0e-05 | -6.13 | 6.1 | 8.8e-10 | 0.83 | 0.05 | 0.93 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | TMEM219 | 0.10 | 0.05 | enet | 28 | 0.06 | 1.6e-05 | -6.15 | 5.6 | 1.6e-08 | 0.79 | 0.04 | 0.95 | FALSE |
16 | GTEx | Colon Transverse | RP11-231C14.4 | 0.07 | 0.04 | enet | 8 | 0.06 | 8.0e-04 | -6.19 | -6.2 | 4.9e-10 | -0.79 | 0.03 | 0.88 | FALSE |
17 | GTEx | Colon Transverse | INO80E | 0.14 | 0.17 | enet | 16 | 0.19 | 3.3e-09 | 4.54 | 5.5 | 3.9e-08 | 0.78 | 0.10 | 0.90 | FALSE |
18 | GTEx | Esophagus Gastroesophageal Junction | INO80E | 0.15 | 0.00 | lasso | 6 | 0.02 | 4.3e-02 | -6.27 | 5.7 | 1.1e-08 | 0.74 | 0.05 | 0.77 | FALSE |
19 | GTEx | Esophagus Mucosa | RP11-231C14.4 | 0.07 | 0.00 | enet | 11 | 0.00 | 4.9e-01 | -6.19 | -5.8 | 5.8e-09 | -0.84 | 0.02 | 0.75 | FALSE |
20 | GTEx | Esophagus Mucosa | INO80E | 0.12 | 0.16 | enet | 14 | 0.20 | 4.6e-13 | 4.54 | 5.6 | 2.2e-08 | 0.81 | 0.08 | 0.92 | FALSE |
21 | GTEx | Esophagus Muscularis | INO80E | 0.10 | 0.11 | enet | 20 | 0.07 | 4.6e-05 | -6.22 | 6.5 | 6.4e-11 | 0.83 | 0.04 | 0.96 | FALSE |
22 | GTEx | Esophagus Muscularis | RP11-347C12.1 | 0.07 | 0.05 | lasso | 4 | 0.07 | 2.8e-05 | 3.02 | -5.3 | 1.0e-07 | -0.82 | 0.03 | 0.95 | FALSE |
23 | GTEx | Heart Atrial Appendage | INO80E | 0.14 | 0.17 | lasso | 3 | 0.19 | 5.7e-09 | -6.25 | 5.8 | 4.9e-09 | 0.82 | 0.04 | 0.95 | FALSE |
24 | GTEx | Heart Left Ventricle | INO80E | 0.06 | 0.07 | lasso | 7 | 0.08 | 6.1e-05 | -6.19 | 6.4 | 1.6e-10 | 0.91 | 0.04 | 0.94 | FALSE |
25 | GTEx | Lung | INO80E | 0.18 | 0.17 | lasso | 8 | 0.19 | 1.0e-14 | 4.54 | 5.5 | 3.0e-08 | 0.82 | 0.15 | 0.85 | FALSE |
26 | GTEx | Lung | RP11-347C12.2 | 0.04 | 0.03 | enet | 11 | 0.04 | 8.8e-04 | 4.43 | -5.5 | 3.6e-08 | -0.79 | 0.05 | 0.88 | FALSE |
27 | GTEx | Muscle Skeletal | RP11-347C12.1 | 0.04 | 0.02 | enet | 7 | 0.04 | 1.8e-04 | 3.02 | -5.2 | 2.0e-07 | -0.72 | 0.06 | 0.91 | FALSE |
28 | GTEx | Nerve Tibial | RP11-231C14.4 | 0.06 | 0.08 | enet | 18 | 0.10 | 1.9e-07 | 6.22 | -5.3 | 1.2e-07 | -0.84 | 0.02 | 0.97 | FALSE |
29 | GTEx | Nerve Tibial | INO80E | 0.26 | 0.34 | enet | 30 | 0.38 | 3.5e-28 | -6.19 | 5.8 | 5.1e-09 | 0.81 | 0.04 | 0.96 | FALSE |
30 | GTEx | Ovary | RP11-231C14.4 | 0.22 | 0.12 | lasso | 5 | 0.11 | 1.1e-03 | 6.52 | -5.9 | 3.0e-09 | -0.87 | 0.02 | 0.80 | FALSE |
31 | GTEx | Ovary | INO80E | 0.16 | 0.06 | lasso | 14 | 0.13 | 5.1e-04 | -6.19 | 5.2 | 1.7e-07 | 0.76 | 0.05 | 0.82 | FALSE |
32 | GTEx | Pituitary | INO80E | 0.27 | 0.29 | lasso | 8 | 0.27 | 1.9e-07 | -6.19 | 5.9 | 2.9e-09 | 0.83 | 0.04 | 0.95 | FALSE |
33 | GTEx | Prostate | INO80E | 0.18 | 0.23 | lasso | 2 | 0.23 | 1.6e-06 | -6.27 | 6.3 | 2.7e-10 | 0.84 | 0.04 | 0.94 | FALSE |
34 | GTEx | Skin Sun Exposed Lower leg | RP11-231C14.4 | 0.06 | 0.05 | enet | 17 | 0.03 | 9.6e-04 | -6.19 | -5.6 | 2.1e-08 | -0.84 | 0.02 | 0.96 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | INO80E | 0.11 | 0.10 | lasso | 5 | 0.10 | 1.4e-08 | -6.19 | 5.5 | 3.3e-08 | 0.77 | 0.05 | 0.95 | FALSE |
36 | GTEx | Small Intestine Terminal Ileum | MAPK3 | 0.17 | 0.01 | lasso | 5 | 0.04 | 5.4e-02 | -6.19 | 6.0 | 2.3e-09 | 0.79 | 0.04 | 0.66 | FALSE |
37 | GTEx | Small Intestine Terminal Ileum | INO80E | 0.20 | 0.14 | lasso | 17 | 0.08 | 6.2e-03 | -4.68 | 5.8 | 6.9e-09 | 0.84 | 0.04 | 0.86 | FALSE |
38 | GTEx | Spleen | INO80E | 0.23 | 0.20 | enet | 13 | 0.26 | 2.6e-07 | 4.56 | 5.7 | 1.6e-08 | 0.76 | 0.12 | 0.86 | FALSE |
39 | GTEx | Stomach | RP11-231C14.4 | 0.09 | 0.09 | enet | 7 | 0.05 | 1.5e-03 | 6.32 | -6.3 | 4.1e-10 | -0.96 | 0.02 | 0.88 | FALSE |
40 | GTEx | Testis | INO80E | 0.15 | 0.20 | lasso | 3 | 0.19 | 8.3e-09 | -6.15 | 6.1 | 8.1e-10 | 0.84 | 0.04 | 0.96 | FALSE |
41 | GTEx | Thyroid | RP11-231C14.4 | 0.06 | 0.00 | lasso | 3 | 0.02 | 1.9e-02 | 6.52 | -5.4 | 8.5e-08 | -0.84 | 0.02 | 0.77 | FALSE |
42 | GTEx | Whole Blood | MAPK3 | 0.09 | 0.05 | enet | 30 | 0.09 | 7.8e-09 | 6.52 | 6.7 | 2.7e-11 | 0.82 | 0.01 | 0.99 | TRUE |
43 | ROSMAP | Brain Pre-frontal Cortex | TAOK2 | 0.04 | 0.02 | blup | 188 | 0.03 | 1.7e-04 | 6.22 | 6.3 | 3.9e-10 | 0.86 | 0.02 | 0.97 | FALSE |
44 | ROSMAP | Brain Pre-frontal Cortex | RP11-231C14.4 | 0.08 | 0.05 | lasso | 5 | 0.04 | 7.3e-06 | 6.21 | -5.8 | 6.5e-09 | -0.96 | 0.01 | 0.99 | FALSE |
45 | ROSMAP | Brain Pre-frontal Cortex | INO80E | 0.08 | 0.13 | lasso | 2 | 0.12 | 1.6e-15 | -6.19 | 6.2 | 5.8e-10 | 0.83 | 0.04 | 0.96 | FALSE |
46 | ROSMAP | Brain Pre-frontal Cortex | ASPHD1 | 0.03 | 0.03 | lasso | 4 | 0.02 | 5.0e-04 | 6.28 | -5.5 | 3.6e-08 | -0.92 | 0.02 | 0.96 | FALSE |
47 | ROSMAP | Brain Pre-frontal Cortex | RP11-345J4.8 | 0.02 | 0.00 | blup | 192 | 0.01 | 1.9e-02 | -0.59 | -5.3 | 1.0e-07 | -0.70 | 0.02 | 0.26 | FALSE |
48 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ALDOA | 0.02 | 0.01 | enet | 9 | 0.02 | 9.2e-05 | -4.77 | -5.8 | 6.1e-09 | -0.85 | 0.01 | 0.98 | FALSE |
49 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FAM57B | 0.04 | 0.01 | blup | 46 | 0.03 | 2.6e-07 | -6.12 | -5.6 | 2.8e-08 | -0.71 | 0.02 | 0.98 | FALSE |
50 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DOC2A | 0.03 | 0.01 | blup | 47 | 0.02 | 3.8e-03 | -4.98 | 5.7 | 1.2e-08 | 0.80 | 0.02 | 0.63 | FALSE |
51 | The Cancer Genome Atlas | Prostate Adenocarcinoma | KCTD13 | 0.02 | 0.02 | lasso | 2 | 0.02 | 3.9e-03 | 6.34 | -6.3 | 3.3e-10 | -0.99 | 0.01 | 0.85 | FALSE |
52 | The Cancer Genome Atlas | Thyroid Carcinoma | DOC2A | 0.03 | 0.02 | blup | 48 | 0.03 | 6.1e-04 | -6.19 | 6.0 | 1.8e-09 | 0.80 | 0.02 | 0.87 | FALSE |
53 | The Cancer Genome Atlas | Thyroid Carcinoma | INO80E | 0.06 | 0.01 | blup | 49 | 0.02 | 2.8e-03 | 3.26 | 5.9 | 2.8e-09 | 0.60 | 0.02 | 0.25 | FALSE |