Best TWAS P=1.11e-14 · Best GWAS P=9.21e-12 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 | HEMK1 | 0.04 | 0.05 | lasso | 3 | 0.05 | 2.6e-06 | -5.0 | 5.1 | 2.7e-07 | -0.23 | 0.98 | 0.01 | FALSE |
2 | GTEx | Adipose Subcutaneous | HYAL1 | 0.09 | 0.06 | lasso | 1 | 0.05 | 4.3e-05 | -5.3 | -5.3 | 1.0e-07 | 0.15 | 0.60 | 0.06 | TRUE |
3 | GTEx | Adipose Visceral Omentum | CYB561D2 | 0.20 | 0.08 | lasso | 8 | 0.11 | 4.0e-06 | -5.4 | 6.2 | 7.4e-10 | -0.37 | 0.17 | 0.72 | TRUE |
4 | GTEx | Artery Tibial | HEMK1 | 0.03 | 0.03 | enet | 3 | 0.02 | 7.1e-03 | -5.3 | 5.2 | 1.6e-07 | -0.21 | 0.64 | 0.09 | FALSE |
5 | GTEx | Brain Caudate basal ganglia | HEMK1 | 0.15 | 0.12 | lasso | 9 | 0.13 | 1.2e-04 | -5.2 | 5.4 | 5.9e-08 | -0.23 | 0.56 | 0.27 | FALSE |
6 | GTEx | Brain Cortex | HEMK1 | 0.16 | 0.01 | enet | 19 | 0.03 | 6.1e-02 | -5.4 | 5.4 | 6.7e-08 | 0.00 | 0.12 | 0.08 | FALSE |
7 | GTEx | Brain Putamen basal ganglia | SEMA3B-AS1 | 0.18 | 0.05 | lasso | 7 | 0.03 | 6.0e-02 | -5.2 | -5.4 | 8.0e-08 | 0.27 | 0.10 | 0.23 | FALSE |
8 | GTEx | Cells Transformed fibroblasts | HEMK1 | 0.07 | 0.06 | lasso | 6 | 0.09 | 5.5e-07 | -5.0 | 7.1 | 1.4e-12 | -0.28 | 0.78 | 0.21 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | TCTA | 0.07 | 0.05 | enet | 14 | 0.07 | 9.4e-06 | -3.6 | 5.8 | 6.5e-09 | -0.63 | 0.07 | 0.82 | TRUE |
10 | GTEx | Cells Transformed fibroblasts | SEMA3B-AS1 | 0.15 | 0.01 | enet | 3 | 0.00 | 3.9e-01 | -5.6 | -5.5 | 4.0e-08 | 0.18 | 0.31 | 0.10 | TRUE |
11 | GTEx | Colon Transverse | C3orf18 | 0.04 | 0.01 | lasso | 4 | 0.00 | 1.8e-01 | -4.9 | -5.2 | 2.0e-07 | 0.23 | 0.29 | 0.10 | FALSE |
12 | GTEx | Esophagus Gastroesophageal Junction | HYAL1 | 0.30 | 0.13 | lasso | 9 | 0.10 | 2.1e-04 | -5.3 | -5.5 | 4.8e-08 | 0.16 | 0.39 | 0.06 | FALSE |
13 | GTEx | Esophagus Mucosa | CYB561D2 | 0.07 | 0.02 | lasso | 4 | 0.02 | 3.1e-02 | -5.1 | 5.6 | 2.7e-08 | -0.23 | 0.22 | 0.29 | FALSE |
14 | GTEx | Esophagus Muscularis | RASSF1 | 0.10 | 0.00 | lasso | 7 | 0.01 | 8.7e-02 | -5.6 | -6.8 | 8.1e-12 | 0.33 | 0.15 | 0.12 | TRUE |
15 | GTEx | Esophagus Muscularis | HYAL1 | 0.11 | 0.08 | lasso | 5 | 0.05 | 3.3e-04 | -5.3 | -5.3 | 9.6e-08 | 0.16 | 0.92 | 0.03 | FALSE |
16 | GTEx | Esophagus Muscularis | SEMA3B-AS1 | 0.47 | 0.00 | lasso | 7 | 0.00 | 5.9e-01 | -4.6 | -6.0 | 2.5e-09 | 0.28 | 0.19 | 0.12 | FALSE |
17 | GTEx | Heart Atrial Appendage | HYAL1 | 0.23 | 0.10 | enet | 14 | 0.13 | 1.5e-06 | -5.2 | -6.7 | 1.8e-11 | 0.24 | 0.59 | 0.10 | TRUE |
18 | GTEx | Heart Left Ventricle | C3orf18 | 0.06 | 0.05 | lasso | 4 | 0.04 | 2.6e-03 | -5.0 | -5.2 | 2.1e-07 | 0.21 | 0.70 | 0.07 | FALSE |
19 | GTEx | Heart Left Ventricle | DAG1 | 0.06 | 0.02 | enet | 14 | 0.02 | 3.2e-02 | -3.5 | 5.2 | 1.8e-07 | -0.63 | 0.21 | 0.46 | FALSE |
20 | GTEx | Lung | HEMK1 | 0.03 | 0.01 | enet | 17 | 0.00 | 3.0e-01 | -4.6 | 6.7 | 2.3e-11 | -0.22 | 0.20 | 0.12 | FALSE |
21 | GTEx | Muscle Skeletal | SEMA3B-AS1 | 0.17 | 0.01 | lasso | 7 | 0.02 | 8.3e-03 | -5.1 | -5.6 | 1.8e-08 | 0.11 | 0.50 | 0.04 | FALSE |
22 | GTEx | Nerve Tibial | RASSF1 | 0.05 | 0.03 | enet | 19 | 0.02 | 1.0e-02 | -5.6 | -6.5 | 5.8e-11 | 0.29 | 0.51 | 0.07 | TRUE |
23 | GTEx | Nerve Tibial | HYAL1 | 0.08 | 0.06 | enet | 14 | 0.05 | 3.6e-04 | -6.3 | -6.5 | 7.8e-11 | 0.77 | 0.07 | 0.82 | TRUE |
24 | GTEx | Nerve Tibial | U73166.2 | 0.07 | 0.03 | lasso | 3 | 0.03 | 2.8e-03 | -5.3 | 5.5 | 3.4e-08 | -0.15 | 0.47 | 0.09 | TRUE |
25 | GTEx | Nerve Tibial | SEMA3B-AS1 | 0.25 | 0.04 | lasso | 5 | 0.03 | 3.3e-03 | -5.2 | -6.2 | 5.5e-10 | 0.26 | 0.86 | 0.07 | FALSE |
26 | GTEx | Prostate | C3orf18 | 0.18 | 0.08 | lasso | 9 | 0.11 | 1.1e-03 | -6.2 | -5.9 | 4.7e-09 | 0.37 | 0.16 | 0.28 | FALSE |
27 | GTEx | Skin Not Sun Exposed Suprapubic | CYB561D2 | 0.08 | 0.01 | enet | 7 | 0.02 | 2.3e-02 | -5.4 | 6.5 | 6.0e-11 | -0.33 | 0.18 | 0.27 | FALSE |
28 | GTEx | Skin Sun Exposed Lower leg | CYB561D2 | 0.13 | 0.02 | lasso | 3 | 0.05 | 5.7e-05 | -4.6 | 6.3 | 3.6e-10 | -0.32 | 0.70 | 0.11 | FALSE |
29 | GTEx | Spleen | XXcos-LUCA11.4 | 0.10 | 0.08 | lasso | 5 | 0.02 | 9.0e-02 | -5.0 | -5.2 | 1.5e-07 | 0.21 | 0.19 | 0.05 | FALSE |
30 | GTEx | Testis | CACNA2D2 | 0.08 | 0.06 | lasso | 6 | 0.05 | 4.1e-03 | -5.3 | 6.3 | 2.6e-10 | -0.23 | 0.56 | 0.12 | FALSE |
31 | GTEx | Thyroid | CYB561D2 | 0.08 | 0.02 | enet | 9 | 0.03 | 2.3e-03 | -5.4 | 5.9 | 3.4e-09 | -0.40 | 0.20 | 0.62 | FALSE |
32 | GTEx | Thyroid | U73166.2 | 0.05 | 0.02 | enet | 6 | 0.01 | 5.9e-02 | -5.3 | 5.6 | 1.7e-08 | -0.15 | 0.30 | 0.12 | FALSE |
33 | GTEx | Uterus | NCKIPSD | 0.13 | 0.10 | lasso | 4 | 0.22 | 2.6e-05 | 4.5 | 5.5 | 3.6e-08 | -0.22 | 0.11 | 0.17 | FALSE |
34 | METSIM | Adipose | CYB561D2 | 0.09 | 0.08 | lasso | 5 | 0.07 | 3.8e-10 | -5.2 | 5.3 | 1.4e-07 | -0.18 | 0.95 | 0.05 | FALSE |
35 | ROSMAP | Brain Pre-frontal Cortex | SEMA3F | 0.07 | 0.11 | bslmm | 275 | 0.10 | 4.9e-13 | -6.2 | 6.4 | 1.9e-10 | -0.81 | 0.18 | 0.82 | TRUE |
36 | ROSMAP | Brain Pre-frontal Cortex | CACNA2D2 | 0.05 | 0.02 | lasso | 3 | 0.02 | 3.6e-03 | -5.1 | 5.2 | 2.1e-07 | -0.17 | 0.42 | 0.06 | FALSE |
37 | ROSMAP | Brain Pre-frontal Cortex | SEMA3B | 0.05 | 0.03 | lasso | 6 | 0.02 | 8.3e-04 | -5.2 | -5.1 | 2.9e-07 | 0.15 | 0.79 | 0.04 | FALSE |
38 | ROSMAP | Brain Pre-frontal Cortex | HEMK1 | 0.07 | 0.13 | lasso | 5 | 0.13 | 7.9e-16 | -5.1 | 5.2 | 2.5e-07 | -0.22 | 0.94 | 0.06 | FALSE |
39 | ROSMAP | Brain Pre-frontal Cortex | BSN | 0.21 | 0.06 | blup | 337 | 0.13 | 1.4e-16 | 6.3 | -7.7 | 1.1e-14 | 0.59 | 0.05 | 0.95 | TRUE |
40 | ROSMAP | Brain Pre-frontal Cortex | SLC38A3 | 0.03 | 0.03 | lasso | 5 | 0.02 | 6.4e-04 | -6.2 | 6.3 | 2.5e-10 | -0.89 | 0.04 | 0.95 | FALSE |
41 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | CYB561D2 | 0.10 | 0.02 | lasso | 3 | 0.01 | 1.9e-02 | -5.5 | 5.3 | 1.4e-07 | -0.22 | 0.01 | 0.05 | FALSE |
42 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HEMK1 | 0.02 | 0.02 | lasso | 2 | 0.02 | 1.0e-04 | -5.2 | 5.2 | 1.9e-07 | -0.21 | 0.02 | 0.96 | FALSE |
43 | The Cancer Genome Atlas | Colon Adenocarcinoma | TMEM115 | 0.06 | 0.04 | lasso | 3 | 0.05 | 9.7e-04 | -5.5 | -6.2 | 7.0e-10 | 0.26 | 0.00 | 0.92 | FALSE |
44 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C3orf18 | 0.02 | 0.02 | blup | 28 | 0.02 | 8.1e-04 | -5.0 | -5.3 | 9.9e-08 | 0.21 | 0.02 | 0.90 | 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 | 6.7e-08 | -0.21 | 0.01 | 0.81 | FALSE |
46 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MAPKAPK3 | 0.03 | 0.02 | enet | 32 | 0.02 | 3.0e-03 | -4.6 | -5.2 | 1.5e-07 | 0.21 | 0.02 | 0.77 | FALSE |
47 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | CYB561D2 | 0.16 | 0.07 | enet | 9 | 0.09 | 4.1e-05 | -5.5 | 6.2 | 8.0e-10 | -0.38 | 0.01 | 0.96 | TRUE |
48 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CYB561D2 | 0.08 | 0.07 | lasso | 2 | 0.09 | 1.7e-09 | -5.5 | 5.7 | 1.5e-08 | -0.21 | 0.37 | 0.63 | FALSE |
49 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | CYB561D2 | 0.08 | 0.04 | blup | 17 | 0.08 | 9.3e-04 | -5.2 | 5.5 | 3.0e-08 | -0.17 | 0.01 | 0.69 | FALSE |
50 | The Cancer Genome Atlas | Thyroid Carcinoma | HEMK1 | 0.06 | 0.08 | lasso | 2 | 0.07 | 1.3e-07 | -5.1 | 5.1 | 3.1e-07 | -0.20 | 0.02 | 0.98 | FALSE |