Best TWAS P=1.58e-13 · Best GWAS P=5.2e-13 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 | GTEx | Adipose Subcutaneous | PPP6C | 0.06 | 0.10 | lasso | 3 | 0.07 | 3.2e-06 | 6.2 | -5.7 | 1.2e-08 | 0.25 | 0.89 | 0.10 | TRUE |
2 | GTEx | Adipose Subcutaneous | PSMB7 | 0.08 | 0.04 | lasso | 6 | 0.04 | 3.4e-04 | -6.3 | 6.1 | 9.0e-10 | -0.06 | 0.07 | 0.92 | FALSE |
3 | GTEx | Artery Tibial | PSMB7 | 0.07 | 0.04 | enet | 7 | 0.03 | 4.1e-03 | -6.3 | 7.2 | 8.3e-13 | -0.06 | 0.02 | 0.96 | TRUE |
4 | GTEx | Artery Tibial | GAPVD1 | 0.11 | 0.16 | enet | 19 | 0.16 | 6.4e-13 | -5.7 | -6.3 | 2.5e-10 | 0.50 | 0.98 | 0.02 | FALSE |
5 | GTEx | Artery Tibial | PBX3 | 0.11 | 0.07 | lasso | 2 | 0.06 | 8.1e-06 | 4.5 | 5.5 | 5.2e-08 | -0.63 | 0.60 | 0.08 | FALSE |
6 | GTEx | Artery Tibial | PRPS1P2 | 0.06 | 0.06 | enet | 6 | 0.05 | 9.2e-05 | 5.6 | 5.6 | 2.2e-08 | -0.21 | 0.91 | 0.05 | FALSE |
7 | GTEx | Breast Mammary Tissue (Male) | PPP6C | 0.12 | 0.03 | enet | 12 | 0.03 | 6.5e-02 | 5.6 | -5.4 | 7.9e-08 | 0.17 | 0.07 | 0.08 | TRUE |
8 | GTEx | Breast Mammary Tissue (Female) | PPP6C | 0.14 | 0.04 | lasso | 4 | 0.04 | 3.1e-02 | 5.5 | -5.5 | 2.9e-08 | 0.25 | 0.36 | 0.06 | FALSE |
9 | GTEx | Cells EBV-transformed lymphocytes | GOLGA1 | 0.13 | 0.00 | enet | 8 | 0.06 | 3.8e-03 | 5.9 | 5.3 | 1.4e-07 | -0.25 | 0.40 | 0.08 | TRUE |
10 | GTEx | Cells Transformed fibroblasts | MAPKAP1 | 0.04 | 0.03 | lasso | 3 | 0.02 | 6.5e-03 | -7.1 | -7.0 | 1.8e-12 | 0.92 | 0.04 | 0.92 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | PBX3 | 0.05 | 0.02 | enet | 7 | 0.00 | 1.4e-01 | -5.8 | 6.0 | 1.6e-09 | -0.86 | 0.14 | 0.65 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | PRPS1P2 | 0.09 | 0.11 | enet | 8 | 0.13 | 9.6e-10 | 5.9 | 5.7 | 1.5e-08 | -0.18 | 0.94 | 0.06 | FALSE |
13 | GTEx | Colon Sigmoid | PSMB7 | 0.15 | 0.10 | lasso | 3 | 0.09 | 3.3e-04 | -6.6 | 6.5 | 6.3e-11 | -0.04 | 0.02 | 0.96 | FALSE |
14 | GTEx | Colon Transverse | PRPS1P2 | 0.11 | 0.10 | lasso | 1 | 0.08 | 1.8e-04 | 5.9 | 5.9 | 3.3e-09 | -0.25 | 0.50 | 0.25 | FALSE |
15 | GTEx | Esophagus Mucosa | PPP6C | 0.07 | 0.07 | enet | 21 | 0.08 | 7.1e-06 | 5.8 | -5.4 | 6.1e-08 | 0.19 | 0.96 | 0.04 | TRUE |
16 | GTEx | Esophagus Mucosa | PRPS1P2 | 0.07 | 0.08 | lasso | 3 | 0.07 | 1.5e-05 | 5.6 | 5.6 | 2.7e-08 | -0.23 | 0.76 | 0.12 | FALSE |
17 | GTEx | Esophagus Muscularis | RABGAP1 | 0.10 | 0.01 | lasso | 5 | 0.03 | 3.7e-03 | -4.8 | 5.5 | 3.7e-08 | 0.02 | 0.12 | 0.73 | FALSE |
18 | GTEx | Esophagus Muscularis | PBX3 | 0.12 | 0.08 | lasso | 7 | 0.09 | 4.2e-06 | 4.5 | 5.7 | 9.7e-09 | -0.65 | 0.70 | 0.29 | FALSE |
19 | GTEx | Heart Atrial Appendage | PBX3 | 0.10 | 0.08 | lasso | 6 | 0.04 | 9.0e-03 | 4.7 | 5.2 | 2.5e-07 | -0.57 | 0.27 | 0.16 | TRUE |
20 | GTEx | Muscle Skeletal | GAPVD1 | 0.13 | 0.10 | lasso | 3 | 0.09 | 4.7e-09 | -5.7 | 5.7 | 1.2e-08 | -0.52 | 0.98 | 0.02 | TRUE |
21 | GTEx | Nerve Tibial | GAPVD1 | 0.17 | 0.08 | lasso | 10 | 0.10 | 9.3e-08 | 5.8 | -6.5 | 1.0e-10 | 0.35 | 0.96 | 0.04 | FALSE |
22 | GTEx | Pancreas | PBX3 | 0.13 | 0.02 | enet | 26 | 0.00 | 3.2e-01 | -5.9 | 6.4 | 1.3e-10 | -0.66 | 0.05 | 0.81 | TRUE |
23 | GTEx | Pancreas | OLFML2A | 0.15 | 0.03 | lasso | 5 | 0.09 | 1.2e-04 | 7.1 | 7.0 | 2.0e-12 | -0.06 | 0.01 | 0.92 | TRUE |
24 | GTEx | Pancreas | PRPS1P2 | 0.16 | 0.13 | lasso | 6 | 0.12 | 8.7e-06 | 5.6 | 5.7 | 9.7e-09 | -0.22 | 0.91 | 0.05 | FALSE |
25 | GTEx | Testis | PBX3 | 0.19 | 0.22 | lasso | 3 | 0.20 | 4.7e-09 | 4.7 | 5.2 | 1.5e-07 | -0.55 | 0.78 | 0.21 | FALSE |
26 | GTEx | Thyroid | NEK6 | 0.20 | 0.21 | lasso | 4 | 0.20 | 1.3e-15 | -6.6 | 6.0 | 2.7e-09 | -0.05 | 0.00 | 1.00 | FALSE |
27 | GTEx | Thyroid | PSMB7 | 0.06 | 0.04 | lasso | 2 | 0.06 | 4.1e-05 | -6.3 | 6.6 | 5.4e-11 | -0.07 | 0.02 | 0.97 | FALSE |
28 | GTEx | Thyroid | GAPVD1 | 0.05 | 0.05 | enet | 13 | 0.01 | 6.6e-02 | -5.8 | -6.1 | 1.2e-09 | 0.50 | 0.86 | 0.03 | FALSE |
29 | GTEx | Thyroid | PBX3 | 0.07 | 0.00 | lasso | 6 | 0.01 | 4.7e-02 | 4.8 | 6.1 | 1.3e-09 | -0.34 | 0.24 | 0.46 | FALSE |
30 | METSIM | Adipose | RABGAP1 | 0.04 | 0.03 | lasso | 9 | 0.05 | 1.2e-08 | -5.0 | 5.2 | 1.9e-07 | 0.00 | 0.07 | 0.93 | FALSE |
31 | NTR | Blood | MAPKAP1 | 0.03 | 0.01 | blup | 441 | 0.02 | 2.3e-07 | -6.1 | -7.4 | 1.6e-13 | 0.80 | 0.30 | 0.69 | TRUE |
32 | NTR | Blood | RABGAP1 | 0.03 | 0.01 | blup | 460 | 0.02 | 4.3e-06 | 3.4 | -5.5 | 2.8e-08 | -0.02 | 0.19 | 0.81 | FALSE |
33 | The Cancer Genome Atlas | Colon Adenocarcinoma | LOC100129034 | 0.12 | 0.00 | lasso | 4 | 0.04 | 1.7e-03 | -6.1 | -5.7 | 1.2e-08 | -0.04 | 0.01 | 0.50 | FALSE |
34 | The Cancer Genome Atlas | Esophageal Carcinoma | PPP6C | 0.17 | 0.04 | blup | 46 | 0.08 | 1.7e-03 | 7.0 | -6.5 | 6.1e-11 | 0.18 | 0.02 | 0.63 | TRUE |
35 | The Cancer Genome Atlas | Glioblastoma Multiforme | RABGAP1 | 0.17 | 0.17 | lasso | 7 | 0.21 | 5.6e-07 | -4.8 | -5.5 | 3.5e-08 | -0.01 | 0.03 | 0.96 | FALSE |
36 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | RABGAP1 | 0.02 | 0.01 | blup | 56 | 0.01 | 7.4e-03 | -5.6 | -5.4 | 8.2e-08 | 0.01 | 0.02 | 0.84 | FALSE |
37 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PPP6C | 0.07 | 0.08 | lasso | 3 | 0.09 | 5.4e-10 | 5.5 | -5.2 | 2.3e-07 | 0.21 | 0.91 | 0.09 | FALSE |
38 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | RABGAP1 | 0.04 | 0.04 | lasso | 4 | 0.04 | 2.9e-03 | -5.1 | -5.2 | 1.7e-07 | 0.00 | 0.03 | 0.60 | FALSE |
39 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PPP6C | 0.02 | 0.02 | lasso | 2 | 0.01 | 1.5e-02 | 5.9 | -5.9 | 4.4e-09 | 0.24 | 0.06 | 0.05 | FALSE |
40 | The Cancer Genome Atlas | Lung Adenocarcinoma | PPP6C | 0.02 | 0.02 | lasso | 4 | 0.02 | 7.6e-04 | 5.6 | -5.7 | 1.3e-08 | 0.22 | 0.60 | 0.11 | FALSE |
41 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | NEK6 | 0.14 | 0.02 | blup | 87 | 0.05 | 2.8e-03 | 2.8 | -5.2 | 2.0e-07 | 0.05 | 0.02 | 0.69 | FALSE |
42 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GAPVD1 | 0.02 | 0.04 | enet | 4 | 0.01 | 9.8e-03 | -5.5 | 5.9 | 3.4e-09 | -0.51 | 0.17 | 0.18 | TRUE |
43 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PBX3 | 0.03 | 0.03 | blup | 65 | 0.04 | 5.4e-05 | 4.6 | 5.3 | 9.7e-08 | -0.56 | 0.48 | 0.48 | FALSE |
44 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PPP6C | 0.06 | 0.08 | lasso | 7 | 0.07 | 1.8e-07 | 5.9 | -5.9 | 4.1e-09 | 0.21 | 0.85 | 0.15 | TRUE |
45 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PSMB7 | 0.03 | 0.04 | lasso | 4 | 0.04 | 1.2e-04 | -6.0 | 6.3 | 3.3e-10 | -0.03 | 0.05 | 0.90 | FALSE |
46 | The Cancer Genome Atlas | Stomach Adenocarcinoma | PPP6C | 0.05 | 0.04 | blup | 46 | 0.03 | 3.8e-03 | 5.6 | -5.8 | 5.6e-09 | 0.23 | 0.49 | 0.16 | FALSE |
47 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | RABGAP1 | 0.12 | 0.05 | blup | 58 | 0.06 | 4.2e-03 | -5.2 | -5.8 | 8.0e-09 | 0.00 | 0.03 | 0.95 | TRUE |
48 | The Cancer Genome Atlas | Thyroid Carcinoma | PPP6C | 0.08 | 0.13 | enet | 9 | 0.13 | 5.5e-13 | 5.9 | -5.4 | 6.4e-08 | 0.23 | 0.83 | 0.17 | FALSE |
49 | The Cancer Genome Atlas | Thyroid Carcinoma | PSMB7 | 0.06 | 0.06 | lasso | 4 | 0.04 | 3.7e-05 | -5.6 | 5.6 | 2.6e-08 | -0.04 | 0.28 | 0.71 | FALSE |