Best TWAS P=8.03e-258 · Best GWAS P=1.03e-249 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 | 32.89 | 32.9 | 1.2e-237 | 0.90 | 0.07 | 0.93 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | CYP51A1 | 0.05 | 0.08 | lasso | 5 | 0.06 | 2.4e-08 | 8.67 | -8.2 | 3.7e-16 | -0.24 | 1.00 | 0.00 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | KRIT1 | 0.04 | 0.01 | blup | 318 | 0.02 | 1.2e-03 | 8.37 | -10.6 | 4.3e-26 | -0.28 | 0.60 | 0.02 | TRUE |
4 | GTEx | Adipose Subcutaneous | GATAD1 | 0.21 | 0.14 | enet | 10 | 0.16 | 3.4e-13 | 17.97 | -15.4 | 9.3e-54 | -0.42 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adipose Visceral Omentum | GATAD1 | 0.12 | 0.08 | lasso | 5 | 0.06 | 7.5e-04 | 17.97 | -18.9 | 7.1e-80 | -0.53 | 0.68 | 0.21 | TRUE |
6 | GTEx | Adrenal Gland | GATAD1 | 0.40 | 0.22 | lasso | 7 | 0.25 | 2.0e-09 | 17.97 | -19.6 | 9.4e-86 | -0.52 | 0.68 | 0.07 | FALSE |
7 | GTEx | Artery Aorta | KRIT1 | 0.15 | 0.00 | enet | 24 | 0.03 | 1.3e-02 | 1.50 | -16.1 | 2.7e-58 | -0.35 | 0.12 | 0.09 | FALSE |
8 | GTEx | Artery Aorta | GATAD1 | 0.09 | 0.08 | enet | 4 | 0.07 | 7.4e-05 | 17.97 | -17.9 | 6.0e-72 | -0.48 | 0.54 | 0.03 | FALSE |
9 | GTEx | Artery Aorta | AC000120.7 | 0.06 | 0.09 | lasso | 4 | 0.08 | 3.4e-05 | 8.31 | -8.3 | 8.8e-17 | -0.22 | 0.93 | 0.00 | FALSE |
10 | GTEx | Artery Coronary | GATAD1 | 0.12 | 0.15 | lasso | 3 | 0.12 | 8.0e-05 | 17.82 | -18.4 | 6.8e-76 | -0.48 | 0.21 | 0.12 | FALSE |
11 | GTEx | Artery Coronary | AC000120.7 | 0.07 | 0.04 | lasso | 4 | 0.02 | 6.8e-02 | 8.05 | -8.9 | 6.8e-19 | -0.24 | 0.20 | 0.04 | FALSE |
12 | GTEx | Artery Tibial | GATAD1 | 0.14 | 0.04 | enet | 17 | 0.04 | 4.1e-04 | 17.97 | -17.6 | 4.0e-69 | -0.45 | 0.72 | 0.09 | FALSE |
13 | GTEx | Artery Tibial | AC000120.7 | 0.08 | 0.06 | lasso | 4 | 0.06 | 3.2e-05 | 7.45 | -10.4 | 2.0e-25 | -0.29 | 0.96 | 0.00 | TRUE |
14 | GTEx | Artery Tibial | AC007566.10 | 0.13 | 0.04 | lasso | 5 | 0.00 | 3.1e-01 | 10.33 | -13.2 | 1.4e-39 | -0.21 | 0.08 | 0.03 | FALSE |
15 | GTEx | Brain Caudate basal ganglia | GATAD1 | 0.21 | 0.09 | lasso | 4 | 0.08 | 2.3e-03 | 13.54 | -20.0 | 2.7e-89 | -0.48 | 0.08 | 0.23 | FALSE |
16 | GTEx | Brain Cortex | AC000120.7 | 0.12 | 0.08 | enet | 16 | 0.07 | 7.0e-03 | 8.67 | -13.7 | 7.2e-43 | -0.45 | 0.14 | 0.05 | FALSE |
17 | GTEx | Breast Mammary Tissue (Female) | AC007566.10 | 0.04 | -0.01 | lasso | 2 | 0.01 | 2.0e-01 | 1.06 | -14.5 | 1.3e-47 | -0.35 | 0.03 | 0.17 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | GATAD1 | 0.23 | 0.20 | lasso | 4 | 0.22 | 1.4e-16 | 17.97 | -23.4 | 5.0e-121 | -0.60 | 1.00 | 0.00 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | AC000120.7 | 0.04 | 0.05 | lasso | 4 | 0.04 | 5.2e-04 | 7.97 | -8.4 | 4.7e-17 | -0.23 | 0.82 | 0.01 | FALSE |
20 | GTEx | Colon Sigmoid | AC000120.7 | 0.09 | 0.08 | lasso | 3 | 0.07 | 2.2e-03 | 7.07 | -5.3 | 1.1e-07 | -0.17 | 0.32 | 0.04 | FALSE |
21 | GTEx | Colon Transverse | GATAD1 | 0.13 | 0.00 | enet | 16 | 0.05 | 3.0e-03 | 17.97 | -19.2 | 1.6e-82 | -0.44 | 0.23 | 0.06 | FALSE |
22 | GTEx | Colon Transverse | AC000120.7 | 0.09 | 0.04 | lasso | 5 | 0.01 | 9.4e-02 | 8.30 | -8.2 | 2.7e-16 | -0.22 | 0.23 | 0.04 | FALSE |
23 | GTEx | Esophagus Mucosa | AKAP9 | 0.04 | 0.03 | lasso | 15 | 0.02 | 2.7e-02 | 8.28 | 8.1 | 4.4e-16 | 0.22 | 0.76 | 0.03 | FALSE |
24 | GTEx | Esophagus Mucosa | GATAD1 | 0.16 | 0.05 | enet | 16 | 0.08 | 7.3e-06 | 17.97 | -19.1 | 2.6e-81 | -0.51 | 0.82 | 0.05 | FALSE |
25 | GTEx | Esophagus Muscularis | GATAD1 | 0.18 | 0.10 | enet | 33 | 0.13 | 1.6e-08 | 17.97 | -16.7 | 1.5e-62 | -0.40 | 0.98 | 0.00 | FALSE |
26 | GTEx | Esophagus Muscularis | FAM133B | 0.07 | 0.01 | enet | 2 | 0.01 | 1.2e-01 | -22.88 | -22.6 | 5.1e-113 | -0.56 | 0.05 | 0.51 | FALSE |
27 | GTEx | Heart Atrial Appendage | AKAP9 | 0.06 | 0.01 | enet | 11 | 0.02 | 4.5e-02 | 7.59 | -8.0 | 8.7e-16 | -0.22 | 0.31 | 0.04 | FALSE |
28 | GTEx | Lung | GATAD1 | 0.15 | 0.12 | lasso | 2 | 0.11 | 1.1e-08 | 17.97 | -18.1 | 3.4e-73 | -0.48 | 0.99 | 0.00 | FALSE |
29 | GTEx | Lung | AC000120.7 | 0.04 | 0.03 | lasso | 3 | 0.01 | 4.8e-02 | 8.28 | -8.4 | 5.3e-17 | -0.22 | 0.46 | 0.02 | FALSE |
30 | GTEx | Muscle Skeletal | CYP51A1 | 0.10 | 0.18 | enet | 21 | 0.17 | 5.0e-16 | 8.39 | -9.2 | 3.9e-20 | -0.24 | 1.00 | 0.00 | TRUE |
31 | GTEx | Muscle Skeletal | PEX1 | 0.06 | 0.03 | lasso | 5 | 0.02 | 2.7e-03 | 14.41 | 15.3 | 1.3e-52 | 0.34 | 0.49 | 0.20 | FALSE |
32 | GTEx | Muscle Skeletal | GATAD1 | 0.05 | 0.00 | enet | 13 | 0.01 | 2.4e-02 | 8.31 | -18.8 | 7.3e-79 | -0.45 | 0.48 | 0.02 | FALSE |
33 | GTEx | Nerve Tibial | ANKIB1 | 0.04 | 0.04 | enet | 2 | 0.02 | 8.5e-03 | 8.71 | -9.2 | 3.3e-20 | -0.24 | 0.43 | 0.03 | FALSE |
34 | GTEx | Nerve Tibial | AKAP9 | 0.03 | 0.05 | lasso | 2 | 0.03 | 2.7e-03 | 8.43 | 8.4 | 3.5e-17 | 0.23 | 0.45 | 0.04 | FALSE |
35 | GTEx | Nerve Tibial | GATAD1 | 0.30 | 0.19 | lasso | 5 | 0.23 | 1.8e-16 | 17.97 | -15.5 | 1.7e-54 | -0.41 | 1.00 | 0.00 | FALSE |
36 | GTEx | Pancreas | GATAD1 | 0.12 | 0.13 | lasso | 2 | 0.14 | 2.0e-06 | 17.97 | -15.9 | 8.1e-57 | -0.46 | 0.26 | 0.20 | FALSE |
37 | GTEx | Pancreas | AC000120.7 | 0.05 | 0.03 | enet | 12 | 0.02 | 4.4e-02 | 7.22 | -7.3 | 2.2e-13 | -0.23 | 0.29 | 0.04 | FALSE |
38 | GTEx | Pituitary | KRIT1 | 0.21 | -0.01 | enet | 14 | 0.20 | 1.1e-05 | 1.55 | -9.8 | 8.1e-23 | -0.15 | 0.27 | 0.10 | FALSE |
39 | GTEx | Prostate | AC000120.7 | 0.13 | 0.09 | lasso | 3 | 0.09 | 2.8e-03 | 8.37 | -8.3 | 8.4e-17 | -0.23 | 0.13 | 0.08 | FALSE |
40 | GTEx | Skin Not Sun Exposed Suprapubic | GATAD1 | 0.22 | 0.27 | lasso | 4 | 0.26 | 1.1e-14 | 17.97 | -18.5 | 1.4e-76 | -0.48 | 1.00 | 0.00 | FALSE |
41 | GTEx | Skin Not Sun Exposed Suprapubic | SAMD9L | 0.20 | 0.11 | enet | 19 | 0.06 | 3.6e-04 | 2.36 | -9.9 | 3.9e-23 | 0.00 | 0.36 | 0.03 | TRUE |
42 | GTEx | Skin Not Sun Exposed Suprapubic | AC000120.7 | 0.09 | 0.02 | enet | 38 | 0.07 | 8.3e-05 | 7.31 | -6.0 | 2.7e-09 | -0.04 | 0.24 | 0.03 | TRUE |
43 | GTEx | Skin Sun Exposed Lower leg | PEX1 | 0.18 | 0.06 | enet | 41 | 0.03 | 1.5e-03 | -18.07 | -17.7 | 2.2e-70 | -0.49 | 0.21 | 0.14 | FALSE |
44 | GTEx | Skin Sun Exposed Lower leg | GATAD1 | 0.30 | 0.10 | enet | 14 | 0.16 | 7.0e-13 | 17.97 | -19.2 | 2.4e-82 | -0.45 | 1.00 | 0.00 | FALSE |
45 | GTEx | Skin Sun Exposed Lower leg | AC000120.7 | 0.06 | 0.00 | enet | 24 | 0.00 | 7.9e-01 | 2.74 | -8.5 | 2.7e-17 | -0.19 | 0.15 | 0.03 | FALSE |
46 | GTEx | Spleen | PEX1 | 0.18 | 0.00 | enet | 38 | 0.05 | 2.4e-02 | 9.13 | -14.0 | 9.8e-45 | -0.29 | 0.08 | 0.06 | FALSE |
47 | GTEx | Spleen | AC000120.7 | 0.10 | 0.07 | lasso | 5 | 0.04 | 3.9e-02 | 8.28 | -9.4 | 5.4e-21 | -0.22 | 0.15 | 0.06 | FALSE |
48 | GTEx | Stomach | GATAD1 | 0.30 | 0.13 | lasso | 5 | 0.15 | 8.6e-08 | 17.97 | -19.1 | 1.6e-81 | -0.53 | 0.98 | 0.00 | FALSE |
49 | GTEx | Testis | CDK6 | 0.10 | 0.10 | lasso | 3 | 0.09 | 8.0e-05 | 32.58 | -34.3 | 8.0e-258 | -0.84 | 0.06 | 0.91 | TRUE |
50 | GTEx | Thyroid | GATAD1 | 0.18 | 0.06 | lasso | 4 | 0.06 | 3.3e-05 | 17.97 | -17.8 | 9.1e-71 | -0.49 | 0.96 | 0.02 | FALSE |
51 | GTEx | Thyroid | AC000120.7 | 0.04 | 0.01 | lasso | 6 | 0.02 | 2.2e-02 | 6.98 | -5.2 | 2.0e-07 | -0.18 | 0.33 | 0.03 | FALSE |
52 | GTEx | Whole Blood | AKAP9 | 0.13 | 0.00 | enet | 15 | 0.01 | 5.1e-02 | -8.09 | -7.0 | 3.4e-12 | -0.10 | 0.45 | 0.02 | FALSE |
53 | METSIM | Adipose | GATAD1 | 0.10 | 0.05 | lasso | 7 | 0.06 | 9.4e-10 | 8.31 | -16.0 | 2.1e-57 | -0.47 | 0.97 | 0.03 | FALSE |
54 | ROSMAP | Brain Pre-frontal Cortex | ANKIB1 | 0.03 | 0.03 | enet | 8 | 0.03 | 2.6e-04 | 9.27 | -9.7 | 3.7e-22 | -0.22 | 0.70 | 0.01 | FALSE |
55 | ROSMAP | Brain Pre-frontal Cortex | CYP51A1 | 0.04 | 0.02 | blup | 287 | 0.03 | 4.7e-05 | 8.00 | -5.7 | 1.6e-08 | -0.20 | 0.95 | 0.00 | FALSE |
56 | ROSMAP | Brain Pre-frontal Cortex | KRIT1 | 0.04 | 0.03 | bslmm | 311 | 0.01 | 9.0e-03 | 9.10 | 17.2 | 1.1e-66 | 0.44 | 0.77 | 0.02 | FALSE |
57 | ROSMAP | Brain Pre-frontal Cortex | AKAP9 | 0.04 | 0.00 | blup | 344 | 0.01 | 8.6e-03 | 1.55 | -6.0 | 1.6e-09 | -0.19 | 0.32 | 0.02 | FALSE |
58 | ROSMAP | Brain Pre-frontal Cortex | MTERF | 0.04 | 0.00 | blup | 375 | 0.02 | 7.5e-04 | 0.93 | 7.5 | 9.2e-14 | 0.17 | 0.08 | 0.44 | FALSE |
59 | ROSMAP | Brain Pre-frontal Cortex | GATAD1 | 0.17 | 0.15 | lasso | 4 | 0.16 | 6.0e-20 | 18.13 | -19.1 | 5.0e-81 | -0.49 | 1.00 | 0.00 | FALSE |
60 | ROSMAP | Brain Pre-frontal Cortex | SAMD9L | 0.14 | 0.16 | enet | 8 | 0.16 | 9.0e-20 | 3.22 | -5.6 | 2.2e-08 | 0.04 | 1.00 | 0.00 | FALSE |
61 | YFS | Blood | CYP51A1 | 0.03 | 0.06 | blup | 288 | 0.05 | 1.2e-16 | 8.70 | -12.1 | 6.6e-34 | -0.30 | 1.00 | 0.00 | FALSE |
62 | YFS | Blood | GATAD1 | 0.01 | 0.01 | blup | 297 | 0.01 | 5.1e-04 | 17.97 | -22.2 | 1.7e-109 | -0.59 | 0.74 | 0.09 | FALSE |
63 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CYP51A1 | 0.01 | 0.02 | blup | 51 | 0.02 | 2.0e-04 | 8.28 | -9.0 | 3.3e-19 | -0.23 | 0.14 | 0.78 | FALSE |
64 | The Cancer Genome Atlas | Breast Invasive Carcinoma | GATAD1 | 0.06 | 0.04 | lasso | 6 | 0.04 | 2.2e-09 | 17.76 | -16.9 | 2.2e-64 | -0.35 | 0.86 | 0.14 | FALSE |
65 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CYP51A1 | 0.07 | 0.04 | lasso | 2 | 0.04 | 4.3e-05 | 9.27 | -9.1 | 1.0e-19 | -0.23 | 0.01 | 0.99 | FALSE |
66 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CYP51A1 | 0.04 | 0.05 | blup | 51 | 0.05 | 9.4e-07 | 8.40 | -8.7 | 3.6e-18 | -0.23 | 0.35 | 0.65 | FALSE |
67 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GATAD1 | 0.04 | 0.04 | lasso | 2 | 0.03 | 2.8e-04 | 17.76 | -17.1 | 7.5e-66 | -0.41 | 0.10 | 0.42 | FALSE |
68 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CYP51A1 | 0.01 | 0.01 | blup | 51 | 0.01 | 1.2e-02 | 8.28 | -8.8 | 2.1e-18 | -0.23 | 0.05 | 0.49 | FALSE |
69 | The Cancer Genome Atlas | Lung Adenocarcinoma | CYP51A1 | 0.03 | 0.03 | enet | 12 | 0.03 | 1.2e-04 | 9.25 | -9.4 | 4.5e-21 | -0.24 | 0.01 | 0.98 | FALSE |
70 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | LOC401387 | 0.04 | 0.00 | lasso | 1 | 0.00 | 1.6e-01 | 8.42 | 8.4 | 3.7e-17 | 0.24 | 0.05 | 0.26 | FALSE |
71 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | C7orf64 | 0.06 | 0.02 | blup | 36 | 0.02 | 6.0e-02 | 14.51 | 12.2 | 4.5e-34 | 0.25 | 0.02 | 0.48 | FALSE |
72 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MTERF | 0.03 | 0.03 | blup | 47 | 0.04 | 1.2e-04 | 8.13 | 8.4 | 5.1e-17 | 0.21 | 0.03 | 0.95 | FALSE |