Best TWAS P=6.1e-27 · Best GWAS P=6.66e-56 conditioned to NaN
# | 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 | CDK6 | 0.12 | 0.10 | lasso | 2 | 0.10 | 1.9e-12 | 7.9 | 7.9 | 3.9e-15 | 0.21 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | CYP51A1 | 0.05 | 0.08 | lasso | 5 | 0.06 | 2.4e-08 | 6.0 | -5.9 | 4.4e-09 | -0.05 | 1.00 | 0.00 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | KRIT1 | 0.04 | 0.01 | blup | 318 | 0.02 | 1.2e-03 | 6.1 | -7.8 | 7.7e-15 | -0.06 | 0.60 | 0.01 | TRUE |
4 | GTEx | Adipose Subcutaneous | GATAD1 | 0.21 | 0.14 | enet | 10 | 0.16 | 3.4e-13 | 8.0 | -6.0 | 2.7e-09 | 0.05 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adipose Visceral Omentum | GATAD1 | 0.12 | 0.08 | lasso | 5 | 0.06 | 7.5e-04 | 8.0 | -9.2 | 5.7e-20 | 0.03 | 0.86 | 0.01 | FALSE |
6 | GTEx | Adrenal Gland | GATAD1 | 0.40 | 0.22 | lasso | 7 | 0.25 | 2.0e-09 | 8.0 | -9.7 | 3.4e-22 | 0.00 | 0.72 | 0.02 | FALSE |
7 | GTEx | Artery Aorta | KRIT1 | 0.15 | 0.00 | enet | 24 | 0.03 | 1.3e-02 | -3.6 | -10.5 | 1.2e-25 | 0.18 | 0.06 | 0.55 | TRUE |
8 | GTEx | Artery Aorta | GATAD1 | 0.09 | 0.08 | enet | 4 | 0.07 | 7.4e-05 | 8.0 | -8.8 | 8.4e-19 | 0.01 | 0.53 | 0.03 | FALSE |
9 | GTEx | Artery Aorta | AC000120.7 | 0.06 | 0.09 | lasso | 4 | 0.08 | 3.4e-05 | 6.1 | -6.2 | 6.7e-10 | -0.04 | 0.93 | 0.00 | FALSE |
10 | GTEx | Artery Coronary | GATAD1 | 0.12 | 0.15 | lasso | 3 | 0.12 | 8.0e-05 | 7.7 | -8.0 | 1.8e-15 | 0.04 | 0.22 | 0.05 | FALSE |
11 | GTEx | Artery Coronary | AC000120.7 | 0.07 | 0.04 | lasso | 4 | 0.02 | 6.8e-02 | 5.8 | -5.9 | 4.5e-09 | -0.06 | 0.20 | 0.04 | FALSE |
12 | GTEx | Artery Tibial | GATAD1 | 0.14 | 0.04 | enet | 17 | 0.04 | 4.1e-04 | 8.0 | -5.4 | 6.8e-08 | 0.03 | 0.74 | 0.06 | FALSE |
13 | GTEx | Artery Tibial | AC000120.7 | 0.08 | 0.06 | lasso | 4 | 0.06 | 3.2e-05 | 5.6 | -6.9 | 5.4e-12 | -0.02 | 0.96 | 0.00 | FALSE |
14 | GTEx | Brain Caudate basal ganglia | GATAD1 | 0.21 | 0.09 | lasso | 4 | 0.08 | 2.3e-03 | 4.9 | -8.8 | 1.0e-18 | 0.05 | 0.10 | 0.06 | FALSE |
15 | GTEx | Brain Cortex | AC000120.7 | 0.12 | 0.08 | enet | 16 | 0.07 | 7.0e-03 | 6.0 | -9.2 | 3.0e-20 | 0.01 | 0.14 | 0.05 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | GATAD1 | 0.23 | 0.20 | lasso | 4 | 0.22 | 1.4e-16 | 8.0 | -7.9 | 3.3e-15 | -0.04 | 1.00 | 0.00 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | AC000120.7 | 0.04 | 0.05 | lasso | 4 | 0.04 | 5.2e-04 | 5.7 | -6.1 | 8.0e-10 | -0.04 | 0.82 | 0.01 | FALSE |
18 | GTEx | Colon Transverse | GATAD1 | 0.13 | 0.00 | enet | 16 | 0.05 | 3.0e-03 | 8.0 | -7.4 | 1.3e-13 | 0.03 | 0.22 | 0.09 | FALSE |
19 | GTEx | Colon Transverse | AC000120.7 | 0.09 | 0.04 | lasso | 5 | 0.01 | 9.4e-02 | 6.2 | -6.1 | 9.0e-10 | -0.03 | 0.23 | 0.04 | FALSE |
20 | GTEx | Esophagus Gastroesophageal Junction | CDK6 | 0.21 | -0.01 | enet | 18 | 0.01 | 1.6e-01 | -9.9 | -6.5 | 5.7e-11 | 0.17 | 0.12 | 0.04 | TRUE |
21 | GTEx | Esophagus Mucosa | AKAP9 | 0.04 | 0.03 | lasso | 15 | 0.02 | 2.7e-02 | 6.1 | 6.0 | 2.1e-09 | 0.04 | 0.76 | 0.02 | FALSE |
22 | GTEx | Esophagus Mucosa | GATAD1 | 0.16 | 0.05 | enet | 16 | 0.08 | 7.3e-06 | 8.0 | -8.4 | 3.6e-17 | 0.03 | 0.86 | 0.01 | FALSE |
23 | GTEx | Esophagus Muscularis | GATAD1 | 0.18 | 0.10 | enet | 33 | 0.13 | 1.6e-08 | 8.0 | -6.8 | 1.4e-11 | 0.05 | 0.98 | 0.00 | FALSE |
24 | GTEx | Esophagus Muscularis | FAM133B | 0.07 | 0.01 | enet | 2 | 0.01 | 1.2e-01 | -4.0 | -5.7 | 1.6e-08 | -0.10 | 0.10 | 0.04 | TRUE |
25 | GTEx | Lung | GATAD1 | 0.15 | 0.12 | lasso | 2 | 0.11 | 1.1e-08 | 8.0 | -7.9 | 2.9e-15 | 0.03 | 0.99 | 0.00 | FALSE |
26 | GTEx | Lung | AC000120.7 | 0.04 | 0.03 | lasso | 3 | 0.01 | 4.8e-02 | 6.2 | -6.3 | 3.9e-10 | -0.04 | 0.46 | 0.02 | FALSE |
27 | GTEx | Muscle Skeletal | CYP51A1 | 0.10 | 0.18 | enet | 21 | 0.17 | 5.0e-16 | 6.1 | -6.5 | 8.5e-11 | -0.04 | 1.00 | 0.00 | FALSE |
28 | GTEx | Muscle Skeletal | PEX1 | 0.06 | 0.03 | lasso | 5 | 0.02 | 2.7e-03 | 5.3 | 5.4 | 6.6e-08 | 0.00 | 0.61 | 0.01 | TRUE |
29 | GTEx | Muscle Skeletal | GATAD1 | 0.05 | 0.00 | enet | 13 | 0.01 | 2.4e-02 | 4.8 | -7.2 | 6.2e-13 | 0.08 | 0.48 | 0.02 | FALSE |
30 | GTEx | Nerve Tibial | AKAP9 | 0.03 | 0.05 | lasso | 2 | 0.03 | 2.7e-03 | 6.1 | 6.1 | 1.1e-09 | 0.03 | 0.45 | 0.04 | FALSE |
31 | GTEx | Nerve Tibial | GATAD1 | 0.30 | 0.19 | lasso | 5 | 0.23 | 1.8e-16 | 8.0 | -6.5 | 7.2e-11 | 0.05 | 1.00 | 0.00 | FALSE |
32 | GTEx | Pancreas | AC000120.7 | 0.05 | 0.03 | enet | 12 | 0.02 | 4.4e-02 | 6.5 | -6.2 | 7.9e-10 | -0.07 | 0.30 | 0.03 | FALSE |
33 | GTEx | Prostate | AC000120.7 | 0.13 | 0.09 | lasso | 3 | 0.09 | 2.8e-03 | 6.1 | -6.0 | 1.6e-09 | -0.04 | 0.13 | 0.07 | FALSE |
34 | GTEx | Skin Not Sun Exposed Suprapubic | GATAD1 | 0.22 | 0.27 | lasso | 4 | 0.26 | 1.1e-14 | 8.0 | -7.8 | 4.9e-15 | 0.03 | 1.00 | 0.00 | FALSE |
35 | GTEx | Skin Not Sun Exposed Suprapubic | AC000120.7 | 0.09 | 0.02 | enet | 38 | 0.07 | 8.3e-05 | 6.4 | -6.0 | 1.6e-09 | 0.10 | 0.24 | 0.03 | FALSE |
36 | GTEx | Skin Sun Exposed Lower leg | PEX1 | 0.18 | 0.06 | enet | 41 | 0.03 | 1.5e-03 | -4.2 | -6.3 | 2.6e-10 | -0.13 | 0.24 | 0.03 | FALSE |
37 | GTEx | Skin Sun Exposed Lower leg | GATAD1 | 0.30 | 0.10 | enet | 14 | 0.16 | 7.0e-13 | 8.0 | -8.6 | 5.5e-18 | 0.08 | 1.00 | 0.00 | FALSE |
38 | GTEx | Skin Sun Exposed Lower leg | AC000120.7 | 0.06 | 0.00 | enet | 24 | 0.00 | 7.9e-01 | 2.3 | -5.9 | 3.3e-09 | -0.02 | 0.15 | 0.04 | FALSE |
39 | GTEx | Spleen | AC000120.7 | 0.10 | 0.07 | lasso | 5 | 0.04 | 3.9e-02 | 6.2 | -5.4 | 5.7e-08 | -0.05 | 0.15 | 0.05 | FALSE |
40 | GTEx | Stomach | GATAD1 | 0.30 | 0.13 | lasso | 5 | 0.15 | 8.6e-08 | 8.0 | -9.1 | 7.5e-20 | 0.03 | 0.98 | 0.00 | FALSE |
41 | GTEx | Testis | CDK6 | 0.10 | 0.10 | lasso | 3 | 0.09 | 8.0e-05 | 5.8 | -7.0 | 2.5e-12 | -0.20 | 0.59 | 0.03 | FALSE |
42 | GTEx | Thyroid | GATAD1 | 0.18 | 0.06 | lasso | 4 | 0.06 | 3.3e-05 | 8.0 | -9.0 | 3.2e-19 | 0.02 | 0.97 | 0.00 | FALSE |
43 | GTEx | Thyroid | AC000120.7 | 0.04 | 0.01 | lasso | 6 | 0.02 | 2.2e-02 | 5.5 | -6.2 | 4.2e-10 | -0.03 | 0.33 | 0.03 | FALSE |
44 | METSIM | Adipose | GATAD1 | 0.10 | 0.05 | lasso | 7 | 0.06 | 9.4e-10 | 4.8 | -7.0 | 2.2e-12 | 0.07 | 1.00 | 0.00 | FALSE |
45 | ROSMAP | Brain Pre-frontal Cortex | CYP51A1 | 0.04 | 0.02 | blup | 287 | 0.03 | 4.7e-05 | 5.8 | -6.6 | 5.5e-11 | -0.04 | 0.95 | 0.00 | FALSE |
46 | ROSMAP | Brain Pre-frontal Cortex | AKAP9 | 0.04 | 0.00 | blup | 344 | 0.01 | 8.6e-03 | -3.8 | -6.9 | 5.2e-12 | 0.00 | 0.32 | 0.02 | TRUE |
47 | ROSMAP | Brain Pre-frontal Cortex | GATAD1 | 0.17 | 0.15 | lasso | 4 | 0.16 | 6.0e-20 | 6.6 | -7.9 | 2.6e-15 | 0.03 | 1.00 | 0.00 | FALSE |
48 | YFS | Blood | CYP51A1 | 0.03 | 0.06 | blup | 288 | 0.05 | 1.2e-16 | 6.0 | -5.7 | 1.3e-08 | -0.08 | 1.00 | 0.00 | FALSE |
49 | YFS | Blood | GATAD1 | 0.01 | 0.01 | blup | 297 | 0.01 | 5.1e-04 | 8.0 | -10.7 | 6.1e-27 | 0.08 | 0.81 | 0.00 | TRUE |
50 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CYP51A1 | 0.01 | 0.02 | blup | 51 | 0.02 | 2.0e-04 | 6.2 | -5.8 | 7.5e-09 | -0.04 | 0.04 | 0.94 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CYP51A1 | 0.04 | 0.05 | blup | 51 | 0.05 | 9.4e-07 | 6.0 | -6.1 | 1.1e-09 | -0.04 | 0.04 | 0.96 | FALSE |
52 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GATAD1 | 0.04 | 0.04 | lasso | 2 | 0.03 | 2.8e-04 | 6.5 | -6.4 | 1.7e-10 | 0.04 | 0.10 | 0.42 | FALSE |
53 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CYP51A1 | 0.01 | 0.01 | blup | 51 | 0.01 | 1.2e-02 | 6.2 | -5.8 | 6.2e-09 | -0.04 | 0.03 | 0.71 | FALSE |
54 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | LOC401387 | 0.04 | 0.00 | lasso | 1 | 0.00 | 1.6e-01 | 6.2 | 6.2 | 4.3e-10 | 0.06 | 0.02 | 0.76 | FALSE |