Best TWAS P=0 · Best GWAS P=5.93e-278 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 | FAM184B | 0.14 | 0.25 | enet | 21 | 0.24 | 2.0e-28 | -12.3 | 12.4 | 3.2e-35 | -0.14 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | LAP3 | 0.05 | 0.06 | lasso | 2 | 0.05 | 4.8e-07 | -10.4 | -11.0 | 3.1e-28 | 0.11 | 1.00 | 0.00 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | MED28 | 0.07 | 0.09 | enet | 9 | 0.11 | 7.1e-13 | -12.4 | 13.6 | 2.1e-42 | -0.18 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Subcutaneous | DCAF16 | 0.21 | 0.15 | lasso | 3 | 0.17 | 5.1e-14 | 24.9 | 24.1 | 5.2e-128 | -0.23 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adipose Visceral Omentum | DCAF16 | 0.19 | 0.06 | enet | 10 | 0.11 | 3.9e-06 | 24.9 | 26.5 | 1.8e-154 | -0.34 | 0.39 | 0.27 | FALSE |
6 | GTEx | Artery Aorta | DCAF16 | 0.10 | 0.01 | enet | 6 | 0.02 | 4.7e-02 | -32.5 | 37.9 | 0.0e+00 | -0.79 | 0.10 | 0.60 | TRUE |
7 | GTEx | Artery Tibial | DCAF16 | 0.16 | 0.16 | lasso | 5 | 0.13 | 1.5e-10 | 27.0 | 30.0 | 4.4e-198 | -0.35 | 1.00 | 0.00 | FALSE |
8 | GTEx | Brain Cerebellum | LCORL | 0.18 | -0.01 | enet | 11 | -0.01 | 6.6e-01 | -2.9 | -6.0 | 2.5e-09 | 0.02 | 0.06 | 0.17 | FALSE |
9 | GTEx | Breast Mammary Tissue | DCAF16 | 0.12 | 0.08 | lasso | 4 | 0.10 | 6.4e-06 | 25.0 | 31.0 | 2.6e-211 | -0.51 | 0.08 | 0.80 | FALSE |
10 | GTEx | Breast Mammary Tissue (Male) | DCAF16 | 0.24 | 0.03 | enet | 18 | -0.01 | 4.4e-01 | -30.7 | 33.7 | 1.8e-249 | -0.75 | 0.03 | 0.69 | FALSE |
11 | GTEx | Breast Mammary Tissue (Female) | DCAF16 | 0.16 | 0.13 | lasso | 2 | 0.06 | 7.8e-03 | 24.9 | 24.9 | 6.0e-137 | -0.26 | 0.06 | 0.11 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | LAP3 | 0.20 | 0.12 | lasso | 6 | 0.13 | 3.0e-10 | -12.2 | -11.8 | 4.0e-32 | 0.13 | 1.00 | 0.00 | FALSE |
13 | GTEx | Colon Transverse | MED28 | 0.13 | 0.05 | lasso | 3 | 0.02 | 5.8e-02 | -10.4 | 10.6 | 2.0e-26 | -0.11 | 0.20 | 0.04 | FALSE |
14 | GTEx | Esophagus Gastroesophageal Junction | QDPR | 0.25 | 0.07 | enet | 18 | 0.12 | 4.6e-05 | -1.4 | 7.7 | 1.2e-14 | 0.01 | 0.28 | 0.04 | TRUE |
15 | GTEx | Esophagus Mucosa | DCAF16 | 0.10 | 0.02 | lasso | 4 | 0.02 | 8.3e-03 | 25.0 | 27.5 | 2.3e-166 | -0.35 | 0.14 | 0.35 | FALSE |
16 | GTEx | Esophagus Muscularis | DCAF16 | 0.16 | 0.14 | lasso | 3 | 0.14 | 9.3e-09 | 24.9 | 24.8 | 9.7e-136 | -0.25 | 0.99 | 0.00 | FALSE |
17 | GTEx | Muscle Skeletal | MED28 | 0.05 | 0.03 | enet | 8 | 0.02 | 3.1e-03 | -12.2 | 12.3 | 9.2e-35 | -0.14 | 0.56 | 0.02 | FALSE |
18 | GTEx | Nerve Tibial | DCAF16 | 0.16 | 0.14 | lasso | 3 | 0.14 | 2.8e-10 | 24.9 | 27.7 | 2.0e-169 | -0.35 | 0.99 | 0.00 | TRUE |
19 | GTEx | Pituitary | DCAF16 | 0.27 | 0.20 | enet | 15 | 0.19 | 1.3e-05 | 24.9 | 22.4 | 2.2e-111 | -0.37 | 0.08 | 0.22 | FALSE |
20 | GTEx | Skin Not Sun Exposed Suprapubic | DCAF16 | 0.16 | 0.08 | lasso | 5 | 0.12 | 4.4e-07 | 23.9 | 27.4 | 5.7e-165 | -0.34 | 0.63 | 0.06 | FALSE |
21 | GTEx | Skin Sun Exposed Lower leg | QDPR | 0.11 | 0.04 | enet | 22 | 0.08 | 4.8e-07 | -1.4 | 10.4 | 2.8e-25 | -0.29 | 0.25 | 0.45 | FALSE |
22 | GTEx | Skin Sun Exposed Lower leg | DCAF16 | 0.14 | 0.12 | enet | 14 | 0.12 | 5.4e-10 | 25.0 | 26.6 | 5.8e-156 | -0.27 | 1.00 | 0.00 | FALSE |
23 | GTEx | Spleen | LAP3 | 0.15 | 0.16 | lasso | 3 | 0.15 | 1.3e-04 | -8.7 | -10.5 | 5.5e-26 | 0.13 | 0.39 | 0.05 | FALSE |
24 | GTEx | Spleen | DCAF16 | 0.35 | 0.02 | lasso | 5 | 0.11 | 8.5e-04 | 24.9 | 35.9 | 8.5e-283 | -0.65 | 0.05 | 0.60 | FALSE |
25 | GTEx | Stomach | DCAF16 | 0.21 | 0.04 | lasso | 6 | 0.02 | 5.6e-02 | 26.8 | 28.9 | 3.0e-184 | -0.24 | 0.19 | 0.05 | FALSE |
26 | GTEx | Testis | LAP3 | 0.28 | 0.19 | lasso | 3 | 0.19 | 5.1e-09 | -10.5 | -10.9 | 6.7e-28 | 0.10 | 1.00 | 0.00 | FALSE |
27 | GTEx | Thyroid | DCAF16 | 0.11 | 0.02 | lasso | 5 | 0.03 | 2.3e-03 | 24.9 | 34.2 | 9.3e-257 | -0.53 | 0.25 | 0.56 | FALSE |
28 | GTEx | Whole Blood | LAP3 | 0.06 | 0.02 | enet | 7 | 0.02 | 1.1e-02 | -10.4 | -10.6 | 2.3e-26 | 0.12 | 0.70 | 0.01 | FALSE |
29 | METSIM | Adipose | QDPR | 0.05 | 0.00 | bslmm | 466 | 0.01 | 2.4e-02 | 3.6 | 5.8 | 5.5e-09 | -0.19 | 0.10 | 0.04 | FALSE |
30 | NTR | Blood | LAP3 | 0.06 | 0.07 | lasso | 5 | 0.07 | 1.6e-22 | -10.5 | -10.2 | 1.3e-24 | 0.10 | 1.00 | 0.00 | FALSE |
31 | NTR | Blood | MED28 | 0.09 | 0.18 | lasso | 2 | 0.18 | 3.7e-54 | -12.2 | 12.5 | 4.1e-36 | -0.15 | 1.00 | 0.00 | FALSE |
32 | ROSMAP | Brain Pre-frontal Cortex | LAP3 | 0.12 | 0.09 | lasso | 6 | 0.10 | 1.9e-12 | -10.4 | -10.2 | 1.3e-24 | 0.10 | 1.00 | 0.00 | FALSE |
33 | ROSMAP | Brain Pre-frontal Cortex | FAM184B | 0.17 | 0.14 | enet | 31 | 0.18 | 5.1e-23 | -12.4 | -16.9 | 2.4e-64 | 0.25 | 1.00 | 0.00 | FALSE |
34 | ROSMAP | Brain Pre-frontal Cortex | MED28 | 0.02 | 0.01 | bslmm | 411 | 0.00 | 1.9e-01 | -12.5 | 16.1 | 1.8e-58 | -0.29 | 0.22 | 0.03 | FALSE |
35 | ROSMAP | Brain Pre-frontal Cortex | DCAF16 | 0.04 | 0.02 | bslmm | 379 | 0.01 | 3.9e-02 | -30.8 | 31.1 | 2.5e-212 | -0.83 | 0.04 | 0.88 | TRUE |
36 | YFS | Blood | DCAF16 | 0.02 | 0.02 | lasso | 1 | 0.01 | 1.1e-04 | 27.0 | 27.0 | 1.9e-160 | -0.25 | 0.84 | 0.03 | FALSE |
37 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MED28 | 0.02 | 0.01 | enet | 4 | 0.01 | 4.0e-03 | -9.9 | 10.1 | 3.5e-24 | -0.09 | 0.04 | 0.73 | FALSE |
38 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NCAPG | 0.03 | 0.04 | enet | 5 | 0.04 | 8.1e-09 | 1.1 | -10.6 | 4.8e-26 | 0.55 | 0.95 | 0.04 | FALSE |
39 | The Cancer Genome Atlas | Colon Adenocarcinoma | NCAPG | 0.08 | 0.04 | blup | 34 | 0.09 | 1.1e-05 | -31.1 | -26.3 | 1.7e-152 | 0.83 | 0.06 | 0.91 | TRUE |
40 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | FAM184B | 0.02 | 0.03 | lasso | 2 | 0.02 | 2.6e-03 | -12.7 | -12.9 | 6.6e-38 | 0.16 | 0.24 | 0.03 | TRUE |
41 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | LAP3 | 0.09 | 0.06 | lasso | 2 | 0.05 | 3.3e-06 | -10.4 | -10.7 | 1.2e-26 | 0.13 | 0.39 | 0.59 | FALSE |
42 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | NCAPG | 0.14 | 0.07 | lasso | 3 | 0.07 | 5.2e-08 | -30.8 | -29.8 | 5.2e-195 | 0.83 | 0.99 | 0.00 | FALSE |
43 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LAP3 | 0.04 | 0.08 | enet | 5 | 0.08 | 1.9e-09 | -10.4 | -10.6 | 4.7e-26 | 0.10 | 0.07 | 0.93 | FALSE |
44 | The Cancer Genome Atlas | Brain Lower Grade Glioma | DCAF16 | 0.09 | 0.02 | lasso | 3 | 0.04 | 5.2e-05 | 27.0 | 36.0 | 2.9e-284 | -0.63 | 0.16 | 0.59 | FALSE |
45 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LAP3 | 0.03 | 0.03 | blup | 36 | 0.03 | 2.4e-04 | -9.9 | -11.2 | 3.8e-29 | 0.11 | 0.08 | 0.83 | FALSE |
46 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MED28 | 0.07 | 0.06 | lasso | 2 | 0.06 | 4.5e-07 | -12.3 | 11.5 | 2.3e-30 | -0.11 | 0.05 | 0.95 | FALSE |
47 | The Cancer Genome Atlas | Brain Lower Grade Glioma | NCAPG | 0.02 | 0.03 | lasso | 1 | 0.02 | 9.0e-04 | -31.1 | -31.1 | 5.3e-212 | 0.86 | 0.03 | 0.54 | FALSE |
48 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | MED28 | 0.08 | 0.05 | blup | 34 | 0.05 | 2.9e-03 | -12.4 | 12.9 | 4.4e-38 | -0.16 | 0.02 | 0.76 | TRUE |
49 | The Cancer Genome Atlas | Lung Adenocarcinoma | MED28 | 0.02 | 0.01 | blup | 34 | 0.01 | 8.5e-03 | -12.2 | 12.2 | 2.3e-34 | -0.14 | 0.03 | 0.81 | FALSE |
50 | The Cancer Genome Atlas | Lung Adenocarcinoma | NCAPG | 0.06 | 0.02 | blup | 34 | 0.04 | 1.0e-05 | -31.1 | -19.2 | 1.5e-82 | 0.67 | 0.13 | 0.05 | FALSE |
51 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | LAP3 | 0.02 | 0.02 | lasso | 4 | 0.01 | 2.2e-02 | -12.3 | -12.3 | 1.4e-34 | 0.13 | 0.02 | 0.81 | FALSE |
52 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | MED28 | 0.03 | 0.02 | blup | 34 | 0.03 | 2.3e-04 | -10.5 | 11.5 | 7.7e-31 | -0.12 | 0.04 | 0.93 | FALSE |
53 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | LAP3 | 0.04 | 0.02 | blup | 36 | 0.02 | 1.5e-02 | -12.4 | -11.5 | 2.3e-30 | 0.14 | 0.01 | 0.72 | TRUE |
54 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | MED28 | 0.10 | 0.12 | enet | 8 | 0.12 | 1.6e-05 | -12.3 | 12.1 | 1.7e-33 | -0.12 | 0.03 | 0.93 | FALSE |
55 | The Cancer Genome Atlas | Prostate Adenocarcinoma | DCAF16 | 0.04 | 0.04 | blup | 31 | 0.04 | 2.2e-05 | 24.9 | 33.1 | 4.1e-240 | -0.56 | 0.28 | 0.22 | FALSE |
56 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MED28 | 0.06 | 0.05 | enet | 3 | 0.07 | 1.7e-07 | -12.4 | 11.1 | 1.1e-28 | -0.13 | 0.03 | 0.97 | FALSE |
57 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NCAPG | 0.02 | 0.02 | blup | 34 | 0.02 | 3.4e-03 | -28.5 | -25.6 | 1.5e-144 | 0.75 | 0.01 | 0.88 | FALSE |
58 | The Cancer Genome Atlas | Stomach Adenocarcinoma | LAP3 | 0.07 | 0.03 | blup | 36 | 0.06 | 5.3e-05 | -9.0 | -12.6 | 2.2e-36 | 0.15 | 0.02 | 0.97 | FALSE |
59 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | MED28 | 0.08 | 0.05 | lasso | 3 | 0.05 | 8.7e-03 | -10.4 | 11.5 | 2.1e-30 | -0.13 | 0.02 | 0.69 | FALSE |
60 | The Cancer Genome Atlas | Thyroid Carcinoma | DCAF16 | 0.07 | 0.04 | blup | 31 | 0.07 | 4.9e-07 | 26.8 | 34.1 | 2.6e-255 | -0.64 | 0.13 | 0.80 | FALSE |
61 | The Cancer Genome Atlas | Thyroid Carcinoma | MED28 | 0.03 | 0.03 | blup | 34 | 0.02 | 3.4e-03 | -12.3 | 12.1 | 1.0e-33 | -0.13 | 0.02 | 0.68 | FALSE |