Best TWAS P=1.01e-67 · Best GWAS P=2.9e-86 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 | BCKDHB | 0.11 | 0.09 | bslmm | 563 | 0.09 | 1.1e-10 | 11.33 | 9.4 | 3.6e-21 | -0.32 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | TTK | 0.07 | 0.00 | bslmm | 472 | 0.02 | 3.8e-03 | -0.53 | -5.7 | 1.2e-08 | 0.21 | 0.13 | 0.05 | FALSE |
3 | GTEx | Adipose Subcutaneous | RP11-250B2.6 | 0.07 | 0.04 | lasso | 4 | 0.05 | 4.4e-05 | 10.42 | -6.6 | 4.6e-11 | 0.26 | 0.64 | 0.06 | FALSE |
4 | GTEx | Adipose Visceral Omentum | RP11-250B2.3 | 0.13 | 0.00 | enet | 13 | 0.01 | 8.2e-02 | -8.43 | -6.4 | 1.7e-10 | 0.23 | 0.06 | 0.12 | FALSE |
5 | GTEx | Adipose Visceral Omentum | RP11-250B2.6 | 0.16 | 0.05 | lasso | 6 | 0.06 | 7.8e-04 | 16.34 | -17.0 | 4.0e-65 | 0.55 | 0.01 | 0.97 | FALSE |
6 | GTEx | Artery Aorta | BCKDHB | 0.14 | 0.14 | lasso | 1 | 0.13 | 9.8e-08 | 11.36 | 11.4 | 6.4e-30 | -0.28 | 0.99 | 0.00 | FALSE |
7 | GTEx | Artery Aorta | ELOVL4 | 0.11 | 0.13 | lasso | 2 | 0.11 | 1.7e-06 | 9.76 | 9.7 | 5.0e-22 | -0.39 | 0.93 | 0.02 | TRUE |
8 | GTEx | Artery Coronary | BCKDHB | 0.29 | 0.05 | lasso | 27 | 0.11 | 1.7e-04 | 11.33 | 11.8 | 5.6e-32 | -0.23 | 0.40 | 0.06 | TRUE |
9 | GTEx | Artery Tibial | BCKDHB | 0.16 | 0.16 | lasso | 11 | 0.15 | 4.9e-12 | 11.31 | 10.8 | 2.2e-27 | -0.28 | 1.00 | 0.00 | FALSE |
10 | GTEx | Artery Tibial | ELOVL4 | 0.13 | 0.12 | lasso | 8 | 0.10 | 2.0e-08 | 8.88 | 8.6 | 6.1e-18 | -0.40 | 1.00 | 0.00 | FALSE |
11 | GTEx | Brain Caudate basal ganglia | BCKDHB | 0.21 | -0.01 | enet | 53 | 0.00 | 4.5e-01 | -17.21 | 8.6 | 1.1e-17 | -0.42 | 0.05 | 0.48 | FALSE |
12 | GTEx | Brain Cerebellar Hemisphere | RP11-250B2.3 | 0.30 | 0.05 | enet | 32 | 0.12 | 5.2e-04 | -17.21 | -7.4 | 1.8e-13 | 0.47 | 0.01 | 0.90 | FALSE |
13 | GTEx | Brain Cerebellum | RP11-250B2.5 | 0.43 | 0.11 | lasso | 5 | 0.14 | 4.7e-05 | -17.67 | -14.5 | 1.5e-47 | 0.53 | 0.00 | 0.99 | FALSE |
14 | GTEx | Breast Mammary Tissue | RP11-250B2.3 | 0.13 | 0.06 | lasso | 4 | 0.04 | 2.6e-03 | -8.43 | -9.4 | 4.4e-21 | 0.34 | 0.03 | 0.83 | FALSE |
15 | GTEx | Breast Mammary Tissue | RP11-250B2.5 | 0.13 | 0.11 | enet | 16 | 0.08 | 5.1e-05 | -6.21 | -5.7 | 1.6e-08 | 0.27 | 0.04 | 0.94 | FALSE |
16 | GTEx | Breast Mammary Tissue | RP11-250B2.6 | 0.12 | 0.02 | enet | 9 | 0.03 | 1.7e-02 | 10.44 | -6.1 | 8.2e-10 | 0.22 | 0.25 | 0.22 | FALSE |
17 | GTEx | Breast Mammary Tissue (Male) | RP11-250B2.5 | 0.12 | 0.09 | lasso | 4 | 0.08 | 7.5e-03 | -6.21 | -5.3 | 1.4e-07 | 0.19 | 0.06 | 0.29 | FALSE |
18 | GTEx | Breast Mammary Tissue (Female) | RP11-250B2.3 | 0.16 | 0.06 | enet | 11 | 0.04 | 2.4e-02 | 15.81 | -12.0 | 2.3e-33 | 0.49 | 0.03 | 0.76 | FALSE |
19 | GTEx | Breast Mammary Tissue (Female) | RP11-250B2.5 | 0.08 | -0.01 | lasso | 4 | -0.01 | 7.0e-01 | -16.38 | -9.2 | 5.0e-20 | 0.31 | 0.03 | 0.53 | FALSE |
20 | GTEx | Cells EBV-transformed lymphocytes | BCKDHB | 0.15 | 0.11 | enet | 34 | 0.07 | 3.1e-03 | 10.43 | 5.3 | 1.1e-07 | -0.33 | 0.30 | 0.27 | FALSE |
21 | GTEx | Cells EBV-transformed lymphocytes | RP11-250B2.6 | 0.21 | 0.03 | enet | 37 | 0.13 | 4.7e-05 | 11.33 | -8.6 | 1.0e-17 | 0.14 | 0.11 | 0.28 | FALSE |
22 | GTEx | Cells Transformed fibroblasts | BCKDHB | 0.16 | 0.02 | enet | 42 | 0.04 | 3.7e-04 | 10.34 | 16.1 | 1.3e-58 | -0.55 | 0.49 | 0.29 | TRUE |
23 | GTEx | Cells Transformed fibroblasts | ELOVL4 | 0.09 | 0.05 | lasso | 7 | 0.06 | 2.8e-05 | 7.63 | 6.6 | 3.4e-11 | -0.25 | 0.32 | 0.04 | FALSE |
24 | GTEx | Cells Transformed fibroblasts | RP11-250B2.6 | 0.11 | 0.01 | lasso | 7 | 0.00 | 1.4e-01 | -17.04 | -13.2 | 6.2e-40 | 0.57 | 0.02 | 0.95 | FALSE |
25 | GTEx | Colon Transverse | RP11-250B2.5 | 0.13 | 0.02 | enet | 3 | 0.01 | 6.3e-02 | -8.43 | -14.1 | 5.3e-45 | 0.50 | 0.02 | 0.82 | TRUE |
26 | GTEx | Colon Transverse | RP11-250B2.6 | 0.15 | 0.16 | lasso | 2 | 0.13 | 9.8e-07 | 10.34 | -9.7 | 2.3e-22 | 0.27 | 0.94 | 0.02 | FALSE |
27 | GTEx | Esophagus Mucosa | BCKDHB | 0.17 | 0.16 | lasso | 6 | 0.15 | 3.9e-10 | 9.25 | -7.9 | 2.4e-15 | 0.37 | 1.00 | 0.00 | FALSE |
28 | GTEx | Esophagus Mucosa | RP11-250B2.6 | 0.20 | 0.16 | lasso | 7 | 0.23 | 3.3e-15 | -17.04 | -17.4 | 1.7e-67 | 0.65 | 0.02 | 0.98 | TRUE |
29 | GTEx | Esophagus Muscularis | BCKDHB | 0.18 | 0.07 | enet | 25 | 0.06 | 2.4e-04 | 11.33 | 10.3 | 5.7e-25 | -0.28 | 0.93 | 0.02 | TRUE |
30 | GTEx | Esophagus Muscularis | ELOVL4 | 0.16 | 0.05 | enet | 18 | 0.11 | 3.4e-07 | 9.88 | 7.6 | 3.9e-14 | -0.30 | 0.91 | 0.01 | FALSE |
31 | GTEx | Esophagus Muscularis | RP11-250B2.5 | 0.16 | 0.00 | lasso | 6 | 0.00 | 4.4e-01 | 9.72 | -7.4 | 1.2e-13 | 0.38 | 0.07 | 0.21 | FALSE |
32 | GTEx | Heart Atrial Appendage | RP11-250B2.6 | 0.20 | 0.00 | enet | 17 | 0.03 | 2.6e-02 | -6.25 | -17.0 | 3.5e-65 | 0.32 | 0.07 | 0.30 | TRUE |
33 | GTEx | Heart Left Ventricle | RP11-250B2.6 | 0.09 | 0.00 | enet | 6 | 0.02 | 2.0e-02 | 16.11 | -16.0 | 1.2e-57 | 0.59 | 0.06 | 0.64 | FALSE |
34 | GTEx | Lung | BCKDHB | 0.09 | 0.06 | enet | 10 | 0.05 | 1.8e-04 | 11.34 | 11.3 | 8.0e-30 | -0.28 | 0.81 | 0.12 | FALSE |
35 | GTEx | Lung | RP11-250B2.6 | 0.09 | 0.05 | enet | 16 | 0.07 | 5.3e-06 | 10.44 | -15.6 | 1.6e-54 | 0.38 | 0.57 | 0.34 | FALSE |
36 | GTEx | Muscle Skeletal | RP11-250B2.6 | 0.07 | 0.04 | lasso | 5 | 0.04 | 4.2e-05 | 16.93 | -17.4 | 1.0e-67 | 0.67 | 0.63 | 0.34 | FALSE |
37 | GTEx | Nerve Tibial | BCKDHB | 0.18 | 0.11 | lasso | 9 | 0.10 | 2.4e-07 | 11.33 | 11.3 | 1.6e-29 | -0.28 | 1.00 | 0.00 | FALSE |
38 | GTEx | Nerve Tibial | SH3BGRL2 | 0.18 | 0.02 | lasso | 5 | 0.04 | 1.4e-03 | 9.84 | 6.2 | 7.4e-10 | -0.29 | 0.27 | 0.12 | FALSE |
39 | GTEx | Nerve Tibial | RP11-250B2.5 | 0.22 | 0.08 | lasso | 6 | 0.08 | 2.6e-06 | 1.06 | -7.5 | 8.4e-14 | 0.39 | 0.12 | 0.88 | FALSE |
40 | GTEx | Nerve Tibial | RP11-250B2.6 | 0.13 | 0.09 | enet | 10 | 0.09 | 8.7e-07 | 3.62 | -6.0 | 1.7e-09 | 0.31 | 0.99 | 0.00 | FALSE |
41 | GTEx | Pancreas | BCKDHB | 0.14 | 0.08 | enet | 6 | 0.05 | 3.8e-03 | 4.08 | 7.2 | 4.2e-13 | -0.26 | 0.40 | 0.16 | FALSE |
42 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-250B2.3 | 0.12 | 0.11 | lasso | 4 | 0.15 | 1.1e-08 | 15.81 | -8.2 | 2.3e-16 | 0.31 | 0.37 | 0.57 | FALSE |
43 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-250B2.5 | 0.13 | 0.16 | lasso | 4 | 0.17 | 1.1e-09 | 15.81 | -12.0 | 2.5e-33 | 0.48 | 0.28 | 0.71 | FALSE |
44 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-250B2.6 | 0.08 | 0.05 | lasso | 4 | 0.01 | 8.1e-02 | 10.43 | -10.2 | 2.0e-24 | 0.25 | 0.20 | 0.16 | FALSE |
45 | GTEx | Skin Sun Exposed Lower leg | RP11-250B2.3 | 0.12 | 0.06 | enet | 29 | 0.07 | 2.5e-06 | 15.81 | -11.5 | 8.7e-31 | 0.54 | 0.14 | 0.86 | FALSE |
46 | GTEx | Skin Sun Exposed Lower leg | RP11-250B2.5 | 0.09 | 0.03 | enet | 34 | 0.06 | 4.6e-06 | 17.57 | -10.5 | 6.1e-26 | 0.49 | 0.01 | 0.99 | FALSE |
47 | GTEx | Stomach | RP11-250B2.3 | 0.12 | -0.01 | lasso | 8 | 0.00 | 1.9e-01 | 1.06 | -5.8 | 5.5e-09 | 0.27 | 0.09 | 0.15 | FALSE |
48 | GTEx | Stomach | RP11-250B2.6 | 0.13 | 0.15 | lasso | 6 | 0.12 | 2.5e-06 | 10.34 | -9.5 | 1.4e-21 | 0.25 | 0.79 | 0.16 | FALSE |
49 | GTEx | Testis | ELOVL4 | 0.31 | 0.19 | lasso | 7 | 0.18 | 1.9e-08 | -6.05 | -5.2 | 1.7e-07 | 0.13 | 0.96 | 0.00 | TRUE |
50 | GTEx | Testis | RP11-250B2.5 | 0.13 | 0.17 | lasso | 3 | 0.14 | 7.0e-07 | -16.99 | -16.7 | 9.1e-63 | 0.72 | 0.03 | 0.97 | FALSE |
51 | GTEx | Testis | RP11-250B2.6 | 0.09 | 0.05 | lasso | 6 | 0.04 | 6.9e-03 | 10.43 | -9.7 | 2.9e-22 | 0.29 | 0.40 | 0.06 | FALSE |
52 | GTEx | Thyroid | BCKDHB | 0.17 | 0.06 | lasso | 8 | 0.10 | 3.4e-08 | 10.43 | 14.3 | 1.2e-46 | -0.50 | 0.76 | 0.24 | TRUE |
53 | GTEx | Thyroid | RP11-250B2.6 | 0.11 | 0.10 | lasso | 2 | 0.07 | 3.2e-06 | 10.34 | -10.3 | 4.4e-25 | 0.27 | 1.00 | 0.00 | FALSE |
54 | METSIM | Adipose | BCKDHB | 0.05 | 0.03 | blup | 558 | 0.05 | 1.1e-07 | -16.99 | 12.1 | 6.3e-34 | -0.54 | 1.00 | 0.00 | FALSE |
55 | METSIM | Adipose | DOPEY1 | 0.08 | 0.08 | lasso | 10 | 0.07 | 2.4e-10 | 4.63 | -5.2 | 1.6e-07 | 0.01 | 0.27 | 0.73 | FALSE |
56 | METSIM | Adipose | ELOVL4 | 0.06 | 0.03 | bslmm | 500 | 0.04 | 3.2e-06 | 8.93 | 9.6 | 8.0e-22 | -0.42 | 1.00 | 0.00 | FALSE |
57 | METSIM | Adipose | RP11-250B2.6 | 0.04 | 0.04 | lasso | 12 | 0.02 | 1.7e-04 | 17.57 | -16.1 | 1.5e-58 | 0.61 | 0.73 | 0.02 | TRUE |
58 | ROSMAP | Brain Pre-frontal Cortex | BCKDHB | 0.18 | 0.13 | lasso | 6 | 0.14 | 2.9e-17 | 11.33 | 10.0 | 1.8e-23 | -0.31 | 1.00 | 0.00 | FALSE |
59 | ROSMAP | Brain Pre-frontal Cortex | FAM46A | 0.08 | 0.01 | blup | 495 | 0.03 | 2.7e-04 | 3.97 | 5.1 | 2.8e-07 | -0.01 | 0.65 | 0.01 | TRUE |
60 | ROSMAP | Brain Pre-frontal Cortex | RP11-250B2.3 | 0.08 | 0.02 | blup | 402 | 0.04 | 5.8e-06 | 4.41 | -9.2 | 2.7e-20 | 0.22 | 0.79 | 0.02 | FALSE |
61 | YFS | Blood | BCKDHB | 0.01 | 0.01 | blup | 557 | 0.00 | 1.3e-02 | 10.74 | 8.7 | 5.3e-18 | -0.44 | 0.28 | 0.13 | FALSE |
62 | YFS | Blood | DOPEY1 | 0.18 | 0.21 | lasso | 9 | 0.21 | 1.4e-67 | 4.63 | -5.2 | 2.1e-07 | 0.03 | 0.82 | 0.18 | FALSE |
63 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | BCKDHB | 0.12 | 0.06 | lasso | 4 | 0.06 | 4.2e-07 | 14.72 | -12.7 | 6.7e-37 | 0.45 | 0.98 | 0.00 | FALSE |
64 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DOPEY1 | 0.08 | 0.08 | blup | 47 | 0.09 | 2.3e-10 | 4.63 | -5.5 | 4.3e-08 | 0.04 | 0.03 | 0.97 | FALSE |
65 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ELOVL4 | 0.09 | 0.04 | enet | 4 | 0.02 | 1.9e-03 | 9.93 | 9.9 | 2.7e-23 | -0.47 | 0.00 | 1.00 | FALSE |
66 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | DOPEY1 | 0.06 | 0.08 | lasso | 2 | 0.04 | 3.9e-03 | 6.19 | -6.2 | 6.4e-10 | 0.01 | 0.00 | 0.94 | TRUE |
67 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | BCKDHB | 0.19 | 0.02 | blup | 137 | 0.06 | 2.6e-03 | 11.30 | 7.2 | 4.1e-13 | -0.13 | 0.03 | 0.05 | FALSE |