Best TWAS P=1.23e-12 · Best GWAS P=1.13e-10 conditioned to 0.404
# | 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 | C3orf18 | 0.03 | 0.02 | blup | 265 | 0.03 | 2.1e-04 | 5.2 | 5.3 | 1.4e-07 | 0.72 | 0.13 | 0.84 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | HEMK1 | 0.04 | 0.05 | lasso | 3 | 0.05 | 2.6e-06 | 5.1 | -5.6 | 2.2e-08 | -0.75 | 0.15 | 0.85 | FALSE |
3 | GTEx | Adipose Subcutaneous | TEX264 | 0.22 | 0.17 | enet | 20 | 0.20 | 2.5e-16 | 6.0 | 5.5 | 5.1e-08 | 0.88 | 0.03 | 0.97 | FALSE |
4 | GTEx | Adipose Visceral Omentum | HEMK1 | 0.07 | 0.05 | lasso | 3 | 0.04 | 3.2e-03 | 5.3 | -5.4 | 7.2e-08 | -0.74 | 0.11 | 0.69 | FALSE |
5 | GTEx | Adipose Visceral Omentum | TEX264 | 0.15 | 0.15 | lasso | 2 | 0.12 | 8.4e-07 | 6.0 | 5.9 | 3.9e-09 | 0.92 | 0.07 | 0.93 | FALSE |
6 | GTEx | Artery Aorta | TEX264 | 0.10 | 0.11 | lasso | 1 | 0.10 | 5.8e-06 | 6.0 | 6.0 | 1.6e-09 | 0.94 | 0.04 | 0.96 | FALSE |
7 | GTEx | Artery Tibial | HEMK1 | 0.03 | 0.03 | enet | 3 | 0.02 | 7.1e-03 | 5.1 | -5.2 | 1.6e-07 | -0.73 | 0.21 | 0.70 | FALSE |
8 | GTEx | Artery Tibial | TEX264 | 0.10 | 0.20 | lasso | 3 | 0.19 | 1.2e-14 | 6.0 | 6.0 | 1.7e-09 | 0.94 | 0.08 | 0.92 | FALSE |
9 | GTEx | Brain Caudate basal ganglia | HEMK1 | 0.15 | 0.12 | lasso | 9 | 0.13 | 1.2e-04 | 5.5 | -6.0 | 2.2e-09 | -0.73 | 0.08 | 0.89 | FALSE |
10 | GTEx | Brain Cerebellum | HEMK1 | 0.14 | 0.10 | lasso | 3 | 0.07 | 5.2e-03 | 5.3 | -5.2 | 1.9e-07 | -0.73 | 0.06 | 0.41 | FALSE |
11 | GTEx | Brain Putamen basal ganglia | SEMA3B-AS1 | 0.18 | 0.05 | lasso | 7 | 0.03 | 6.0e-02 | 5.6 | 5.5 | 3.8e-08 | 0.63 | 0.05 | 0.63 | FALSE |
12 | GTEx | Breast Mammary Tissue | TEX264 | 0.11 | 0.10 | lasso | 5 | 0.08 | 6.2e-05 | 5.6 | 5.7 | 9.6e-09 | 0.90 | 0.06 | 0.91 | FALSE |
13 | GTEx | Breast Mammary Tissue (Female) | TEX264 | 0.10 | 0.17 | lasso | 3 | 0.10 | 6.7e-04 | 5.9 | 6.0 | 2.4e-09 | 0.94 | 0.04 | 0.84 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | HEMK1 | 0.07 | 0.06 | lasso | 6 | 0.09 | 5.5e-07 | 5.3 | -5.9 | 2.9e-09 | -0.65 | 0.14 | 0.86 | FALSE |
15 | GTEx | Colon Sigmoid | TEX264 | 0.15 | 0.10 | lasso | 3 | 0.09 | 3.1e-04 | 5.6 | 5.8 | 4.9e-09 | 0.87 | 0.06 | 0.81 | FALSE |
16 | GTEx | Colon Transverse | C3orf18 | 0.04 | 0.01 | lasso | 4 | 0.00 | 1.8e-01 | 5.6 | 5.8 | 8.3e-09 | 0.66 | 0.14 | 0.55 | FALSE |
17 | GTEx | Colon Transverse | HEMK1 | 0.11 | 0.00 | enet | 17 | 0.00 | 2.0e-01 | -4.8 | -7.1 | 1.2e-12 | -0.48 | 0.06 | 0.39 | TRUE |
18 | GTEx | Colon Transverse | TEX264 | 0.12 | 0.04 | lasso | 5 | 0.06 | 1.3e-03 | 6.0 | 6.1 | 1.3e-09 | 0.88 | 0.08 | 0.91 | FALSE |
19 | GTEx | Esophagus Mucosa | TEX264 | 0.10 | 0.04 | lasso | 4 | 0.03 | 4.5e-03 | 6.0 | 6.0 | 1.8e-09 | 0.93 | 0.04 | 0.93 | FALSE |
20 | GTEx | Esophagus Muscularis | TEX264 | 0.27 | 0.21 | enet | 21 | 0.27 | 1.5e-16 | 6.2 | 6.1 | 1.2e-09 | 0.94 | 0.02 | 0.98 | TRUE |
21 | GTEx | Heart Atrial Appendage | HEMK1 | 0.15 | 0.10 | lasso | 5 | 0.06 | 1.2e-03 | 5.1 | -5.3 | 9.0e-08 | -0.59 | 0.19 | 0.71 | FALSE |
22 | GTEx | Heart Left Ventricle | C3orf18 | 0.06 | 0.05 | lasso | 4 | 0.04 | 2.6e-03 | 5.3 | 5.5 | 3.8e-08 | 0.74 | 0.11 | 0.86 | FALSE |
23 | GTEx | Lung | HEMK1 | 0.03 | 0.01 | enet | 17 | 0.00 | 3.0e-01 | 5.9 | -5.6 | 2.1e-08 | -0.52 | 0.08 | 0.66 | FALSE |
24 | GTEx | Lung | TEX264 | 0.08 | 0.06 | lasso | 5 | 0.07 | 1.0e-05 | 5.9 | 5.7 | 1.6e-08 | 0.89 | 0.06 | 0.94 | FALSE |
25 | GTEx | Nerve Tibial | HEMK1 | 0.09 | 0.13 | lasso | 7 | 0.12 | 8.3e-09 | 5.3 | -5.4 | 6.4e-08 | -0.75 | 0.15 | 0.85 | FALSE |
26 | GTEx | Nerve Tibial | TEX264 | 0.24 | 0.31 | lasso | 4 | 0.30 | 8.0e-22 | 6.0 | 6.2 | 7.4e-10 | 0.96 | 0.05 | 0.95 | FALSE |
27 | GTEx | Nerve Tibial | SEMA3B-AS1 | 0.25 | 0.04 | lasso | 5 | 0.03 | 3.3e-03 | 5.6 | 5.6 | 2.4e-08 | 0.60 | 0.13 | 0.85 | FALSE |
28 | GTEx | Nerve Tibial | RP11-804H8.6 | 0.03 | 0.03 | lasso | 6 | 0.02 | 2.6e-02 | 6.0 | -6.2 | 5.6e-10 | -0.84 | 0.08 | 0.80 | FALSE |
29 | GTEx | Skin Not Sun Exposed Suprapubic | CYB561D2 | 0.08 | 0.01 | enet | 7 | 0.02 | 2.3e-02 | 2.5 | -5.2 | 2.6e-07 | -0.41 | 0.10 | 0.61 | FALSE |
30 | GTEx | Small Intestine Terminal Ileum | HYAL3 | 0.22 | 0.17 | enet | 12 | 0.10 | 2.6e-03 | -5.3 | -5.4 | 6.6e-08 | -0.11 | 0.09 | 0.17 | FALSE |
31 | GTEx | Spleen | TEX264 | 0.24 | 0.12 | lasso | 5 | 0.12 | 6.6e-04 | 6.0 | 5.9 | 3.5e-09 | 0.91 | 0.03 | 0.83 | FALSE |
32 | GTEx | Spleen | XXcos-LUCA11.4 | 0.10 | 0.08 | lasso | 5 | 0.02 | 9.0e-02 | 5.3 | 5.5 | 3.1e-08 | 0.73 | 0.07 | 0.66 | FALSE |
33 | GTEx | Stomach | TEX264 | 0.09 | 0.09 | lasso | 5 | 0.10 | 2.4e-05 | 6.3 | 6.3 | 3.5e-10 | 0.97 | 0.03 | 0.97 | FALSE |
34 | GTEx | Testis | MANF | 0.10 | 0.07 | enet | 15 | 0.11 | 9.9e-06 | 6.3 | 6.5 | 7.3e-11 | 0.94 | 0.03 | 0.97 | FALSE |
35 | GTEx | Thyroid | TEX264 | 0.07 | 0.06 | enet | 10 | 0.08 | 1.9e-06 | 5.6 | 5.6 | 1.7e-08 | 0.90 | 0.06 | 0.93 | FALSE |
36 | GTEx | Whole Blood | MAPKAPK3 | 0.08 | 0.04 | lasso | 3 | 0.01 | 2.4e-02 | 5.8 | -5.7 | 1.0e-08 | -0.78 | 0.12 | 0.84 | FALSE |
37 | METSIM | Adipose | TEX264 | 0.07 | 0.12 | lasso | 11 | 0.10 | 4.7e-15 | 6.0 | 6.2 | 6.0e-10 | 0.95 | 0.05 | 0.95 | FALSE |
38 | ROSMAP | Brain Pre-frontal Cortex | HEMK1 | 0.07 | 0.13 | lasso | 5 | 0.13 | 7.9e-16 | 5.3 | -5.7 | 1.4e-08 | -0.72 | 0.50 | 0.50 | FALSE |
39 | ROSMAP | Brain Pre-frontal Cortex | TEX264 | 0.12 | 0.16 | lasso | 12 | 0.16 | 2.2e-20 | 6.0 | 6.2 | 7.2e-10 | 0.93 | 0.03 | 0.97 | FALSE |
40 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HEMK1 | 0.02 | 0.02 | lasso | 2 | 0.02 | 1.0e-04 | 5.6 | -5.5 | 3.2e-08 | -0.74 | 0.03 | 0.95 | FALSE |
41 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TEX264 | 0.01 | 0.00 | lasso | 2 | 0.00 | 3.7e-02 | 5.9 | 5.9 | 3.4e-09 | 0.92 | 0.00 | 0.84 | FALSE |
42 | The Cancer Genome Atlas | Glioblastoma Multiforme | RBM6 | 0.22 | 0.03 | enet | 32 | 0.04 | 3.1e-02 | 3.7 | -5.2 | 1.5e-07 | -0.14 | 0.01 | 0.19 | TRUE |
43 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C3orf18 | 0.02 | 0.02 | blup | 28 | 0.02 | 8.1e-04 | 5.4 | 5.8 | 8.1e-09 | 0.73 | 0.01 | 0.92 | FALSE |
44 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DOCK3 | 0.02 | 0.01 | blup | 237 | 0.02 | 3.1e-03 | 4.9 | 5.7 | 1.2e-08 | 0.81 | 0.13 | 0.66 | FALSE |
45 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | HEMK1 | 0.01 | 0.00 | blup | 29 | 0.01 | 1.6e-02 | 5.2 | -5.4 | 5.4e-08 | -0.71 | 0.02 | 0.73 | FALSE |
46 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | HEMK1 | 0.57 | 0.03 | lasso | 6 | 0.02 | 2.4e-02 | 6.0 | -5.4 | 5.9e-08 | -0.73 | 0.00 | 0.87 | FALSE |
47 | The Cancer Genome Atlas | Brain Lower Grade Glioma | HEMK1 | 0.04 | 0.06 | blup | 31 | 0.07 | 4.4e-08 | 5.5 | -5.2 | 1.9e-07 | -0.74 | 0.05 | 0.95 | FALSE |
48 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | RAD54L2 | 0.09 | 0.02 | lasso | 3 | 0.02 | 2.5e-02 | -3.9 | -5.9 | 2.9e-09 | -0.63 | 0.00 | 0.45 | FALSE |
49 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | TEX264 | 0.09 | 0.05 | lasso | 3 | 0.04 | 1.3e-02 | 6.0 | 6.0 | 1.8e-09 | 0.93 | 0.00 | 0.86 | FALSE |
50 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TEX264 | 0.03 | 0.04 | lasso | 2 | 0.03 | 2.8e-04 | 6.0 | 5.8 | 6.1e-09 | 0.91 | 0.00 | 0.99 | FALSE |
51 | The Cancer Genome Atlas | Rectum Adenocarcinoma | HEMK1 | 0.14 | 0.08 | blup | 28 | 0.06 | 1.6e-02 | 5.5 | -5.5 | 4.6e-08 | -0.73 | 0.01 | 0.35 | FALSE |
52 | The Cancer Genome Atlas | Thyroid Carcinoma | HEMK1 | 0.06 | 0.08 | lasso | 2 | 0.07 | 1.3e-07 | 5.4 | -5.3 | 8.7e-08 | -0.74 | 0.09 | 0.91 | FALSE |
53 | The Cancer Genome Atlas | Thyroid Carcinoma | TEX264 | 0.05 | 0.08 | lasso | 2 | 0.06 | 1.4e-06 | 6.0 | 6.0 | 1.6e-09 | 0.94 | 0.00 | 1.00 | FALSE |