Best TWAS P=1.82e-20 · Best GWAS P=2.41e-19 conditioned to 1
# | 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 | ELOVL1 | 0.04 | 0.01 | enet | 11 | 0.01 | 6.3e-03 | 8.4 | -8.9 | 3.9e-19 | -0.78 | 0.07 | 0.91 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | MED8 | 0.04 | 0.00 | blup | 455 | 0.01 | 1.1e-02 | -3.0 | 6.7 | 1.5e-11 | 0.69 | 0.04 | 0.72 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | TIE1 | 0.04 | 0.05 | lasso | 3 | 0.05 | 2.1e-06 | 8.5 | -8.5 | 2.3e-17 | -0.82 | 0.26 | 0.74 | FALSE |
4 | GTEx | Adipose Subcutaneous | TIE1 | 0.10 | 0.05 | lasso | 3 | 0.05 | 4.4e-05 | 8.5 | -8.5 | 1.6e-17 | -0.84 | 0.12 | 0.88 | FALSE |
5 | GTEx | Adipose Subcutaneous | MED8 | 0.07 | 0.00 | enet | 8 | 0.01 | 4.5e-02 | 9.0 | 8.0 | 1.3e-15 | 0.85 | 0.03 | 0.95 | FALSE |
6 | GTEx | Adipose Subcutaneous | HYI | 0.38 | 0.09 | lasso | 9 | 0.07 | 1.6e-06 | -5.7 | -5.2 | 1.5e-07 | -0.56 | 0.79 | 0.21 | FALSE |
7 | GTEx | Adipose Visceral Omentum | TIE1 | 0.13 | 0.09 | lasso | 4 | 0.06 | 7.5e-04 | 8.7 | -8.5 | 1.5e-17 | -0.86 | 0.07 | 0.88 | FALSE |
8 | GTEx | Adipose Visceral Omentum | HYI | 0.35 | 0.23 | enet | 25 | 0.24 | 2.0e-12 | -5.9 | -5.3 | 9.8e-08 | -0.59 | 0.89 | 0.11 | FALSE |
9 | GTEx | Adrenal Gland | HYI | 0.15 | 0.18 | lasso | 1 | 0.14 | 8.0e-06 | 8.7 | -8.7 | 3.2e-18 | -0.87 | 0.06 | 0.91 | FALSE |
10 | GTEx | Artery Aorta | MED8 | 0.10 | 0.05 | enet | 13 | 0.08 | 4.6e-05 | 8.2 | 7.6 | 2.2e-14 | 0.86 | 0.05 | 0.94 | FALSE |
11 | GTEx | Artery Tibial | SCMH1 | 0.09 | 0.01 | lasso | 3 | 0.00 | 1.4e-01 | 4.5 | 5.3 | 1.4e-07 | 0.04 | 0.35 | 0.10 | FALSE |
12 | GTEx | Artery Tibial | HYI | 0.15 | 0.09 | lasso | 4 | 0.12 | 6.3e-10 | -6.0 | -8.0 | 9.5e-16 | -0.73 | 0.11 | 0.89 | FALSE |
13 | GTEx | Breast Mammary Tissue | TIE1 | 0.08 | 0.06 | lasso | 5 | 0.08 | 7.1e-05 | 8.4 | -8.9 | 4.9e-19 | -0.92 | 0.04 | 0.95 | FALSE |
14 | GTEx | Breast Mammary Tissue (Female) | TIE1 | 0.10 | 0.07 | enet | 10 | 0.07 | 3.5e-03 | 7.6 | -6.6 | 5.6e-11 | -0.81 | 0.03 | 0.82 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | HYI | 0.14 | 0.01 | enet | 18 | 0.02 | 7.0e-03 | 8.9 | -7.1 | 1.7e-12 | -0.82 | 0.03 | 0.96 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | RP1-92O14.6 | 0.12 | 0.02 | lasso | 5 | 0.03 | 3.6e-03 | 8.6 | -8.5 | 1.6e-17 | -0.83 | 0.06 | 0.93 | FALSE |
17 | GTEx | Colon Transverse | HYI | 0.16 | 0.05 | lasso | 6 | 0.09 | 6.9e-05 | -6.0 | -7.7 | 1.9e-14 | -0.66 | 0.04 | 0.88 | FALSE |
18 | GTEx | Esophagus Mucosa | HYI | 0.08 | 0.05 | enet | 18 | 0.06 | 4.9e-05 | 8.7 | -7.3 | 2.1e-13 | -0.77 | 0.04 | 0.94 | FALSE |
19 | GTEx | Esophagus Mucosa | RP1-92O14.6 | 0.12 | 0.11 | lasso | 3 | 0.09 | 8.3e-07 | 8.9 | -8.8 | 8.6e-19 | -0.88 | 0.05 | 0.95 | FALSE |
20 | GTEx | Heart Left Ventricle | TIE1 | 0.22 | 0.04 | lasso | 11 | 0.04 | 5.3e-03 | 8.5 | -8.2 | 3.2e-16 | -0.88 | 0.06 | 0.93 | FALSE |
21 | GTEx | Heart Left Ventricle | MED8 | 0.08 | 0.01 | lasso | 3 | 0.01 | 1.2e-01 | 2.4 | -6.2 | 6.4e-10 | -0.79 | 0.05 | 0.74 | FALSE |
22 | GTEx | Lung | HYI | 0.18 | 0.04 | enet | 22 | 0.06 | 1.8e-05 | 9.0 | -7.7 | 1.5e-14 | -0.76 | 0.03 | 0.97 | FALSE |
23 | GTEx | Muscle Skeletal | TIE1 | 0.08 | 0.06 | lasso | 6 | 0.05 | 5.5e-06 | 8.6 | -9.0 | 2.8e-19 | -0.89 | 0.05 | 0.95 | FALSE |
24 | GTEx | Muscle Skeletal | MED8 | 0.23 | 0.37 | lasso | 1 | 0.37 | 7.7e-38 | 8.9 | -8.9 | 8.3e-19 | -0.88 | 0.03 | 0.97 | FALSE |
25 | GTEx | Muscle Skeletal | RP1-92O14.6 | 0.18 | 0.24 | lasso | 3 | 0.24 | 6.8e-23 | 8.9 | -9.0 | 2.2e-19 | -0.90 | 0.04 | 0.96 | FALSE |
26 | GTEx | Nerve Tibial | TIE1 | 0.20 | 0.09 | lasso | 6 | 0.13 | 2.6e-09 | 8.5 | -8.0 | 9.1e-16 | -0.81 | 0.12 | 0.88 | FALSE |
27 | GTEx | Nerve Tibial | MED8 | 0.13 | 0.07 | enet | 11 | 0.16 | 3.6e-11 | 8.9 | 8.9 | 4.3e-19 | 0.85 | 0.03 | 0.97 | FALSE |
28 | GTEx | Pancreas | HYI | 0.22 | 0.16 | enet | 9 | 0.20 | 9.7e-09 | -5.9 | -6.8 | 1.1e-11 | -0.67 | 0.47 | 0.52 | FALSE |
29 | GTEx | Skin Not Sun Exposed Suprapubic | RP1-92O14.6 | 0.25 | 0.09 | lasso | 12 | 0.11 | 1.9e-06 | 8.9 | -8.2 | 2.6e-16 | -0.88 | 0.03 | 0.97 | FALSE |
30 | GTEx | Skin Sun Exposed Lower leg | RP1-92O14.6 | 0.13 | 0.07 | lasso | 5 | 0.07 | 1.6e-06 | 8.7 | -9.1 | 6.0e-20 | -0.94 | 0.04 | 0.96 | FALSE |
31 | GTEx | Stomach | HYI | 0.16 | 0.06 | lasso | 6 | 0.07 | 4.1e-04 | -6.0 | -7.4 | 1.7e-13 | -0.67 | 0.13 | 0.71 | FALSE |
32 | GTEx | Testis | MED8 | 0.21 | 0.14 | lasso | 3 | 0.20 | 1.8e-09 | -5.7 | -8.1 | 4.6e-16 | -0.84 | 0.09 | 0.91 | FALSE |
33 | GTEx | Testis | SLFNL1 | 0.30 | 0.17 | lasso | 14 | 0.28 | 5.3e-13 | -5.2 | -5.8 | 5.3e-09 | -0.03 | 0.07 | 0.93 | FALSE |
34 | GTEx | Testis | SZT2 | 0.14 | 0.12 | lasso | 3 | 0.09 | 5.7e-05 | 8.7 | 9.1 | 1.5e-19 | 0.94 | 0.03 | 0.97 | FALSE |
35 | GTEx | Thyroid | TIE1 | 0.10 | 0.05 | lasso | 3 | 0.05 | 1.3e-04 | 8.7 | -8.9 | 4.2e-19 | -0.88 | 0.04 | 0.95 | FALSE |
36 | GTEx | Thyroid | MED8 | 0.08 | 0.07 | lasso | 3 | 0.06 | 2.0e-05 | 8.9 | 8.8 | 1.2e-18 | 0.88 | 0.08 | 0.92 | FALSE |
37 | GTEx | Thyroid | HYI | 0.16 | 0.13 | lasso | 6 | 0.12 | 1.2e-09 | -5.9 | -7.2 | 6.9e-13 | -0.74 | 0.57 | 0.43 | FALSE |
38 | ROSMAP | Brain Pre-frontal Cortex | TIE1 | 0.08 | 0.10 | lasso | 3 | 0.10 | 1.3e-12 | 8.3 | -8.3 | 7.6e-17 | -0.83 | 0.29 | 0.71 | FALSE |
39 | ROSMAP | Brain Pre-frontal Cortex | HYI | 0.35 | 0.35 | lasso | 7 | 0.36 | 8.6e-48 | -5.9 | -6.4 | 1.5e-10 | -0.60 | 1.00 | 0.00 | FALSE |
40 | ROSMAP | Brain Pre-frontal Cortex | TMEM125 | 0.02 | 0.01 | lasso | 4 | 0.01 | 7.4e-03 | 8.3 | -6.4 | 1.4e-10 | -0.75 | 0.13 | 0.66 | FALSE |
41 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | C1orf84 | 0.02 | 0.02 | blup | 44 | 0.01 | 2.0e-02 | 9.0 | -8.9 | 5.5e-19 | -0.98 | 0.02 | 0.74 | FALSE |
42 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | HYI | 0.09 | 0.02 | blup | 33 | 0.02 | 8.6e-03 | -6.0 | -7.8 | 9.0e-15 | -0.83 | 0.01 | 0.47 | FALSE |
43 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | MED8 | 0.03 | 0.00 | blup | 38 | 0.01 | 2.1e-02 | 8.8 | -8.5 | 2.6e-17 | -0.95 | 0.01 | 0.54 | FALSE |
44 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C1orf84 | 0.02 | 0.03 | blup | 46 | 0.03 | 3.4e-07 | 8.9 | -9.1 | 8.1e-20 | -0.94 | 0.03 | 0.97 | FALSE |
45 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HYI | 0.09 | 0.05 | lasso | 2 | 0.05 | 5.1e-10 | -5.9 | -6.1 | 1.0e-09 | -0.57 | 0.99 | 0.01 | FALSE |
46 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SLFNL1 | 0.03 | 0.01 | enet | 6 | 0.02 | 5.6e-05 | 4.4 | -6.2 | 7.2e-10 | -0.02 | 0.08 | 0.77 | TRUE |
47 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TIE1 | 0.01 | 0.02 | lasso | 1 | 0.01 | 1.8e-03 | 8.3 | -8.3 | 1.5e-16 | -0.82 | 0.02 | 0.94 | FALSE |
48 | The Cancer Genome Atlas | Colon Adenocarcinoma | HYI | 0.10 | 0.05 | enet | 5 | 0.09 | 1.1e-05 | -6.0 | -8.0 | 1.1e-15 | -0.77 | 0.03 | 0.93 | FALSE |
49 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C1orf84 | 0.05 | 0.04 | lasso | 1 | 0.03 | 7.6e-05 | -5.7 | -5.7 | 9.4e-09 | -0.60 | 0.17 | 0.56 | FALSE |
50 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | HYI | 0.02 | 0.01 | blup | 34 | 0.02 | 6.1e-03 | 8.9 | -9.0 | 3.0e-19 | -0.99 | 0.02 | 0.77 | FALSE |
51 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MED8 | 0.02 | 0.03 | enet | 5 | 0.02 | 9.0e-04 | 8.7 | -8.8 | 1.7e-18 | -0.96 | 0.02 | 0.94 | FALSE |
52 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | KIAA0467 | 0.03 | 0.00 | blup | 54 | 0.02 | 2.7e-03 | 7.5 | 8.2 | 3.7e-16 | 0.91 | 0.02 | 0.54 | FALSE |
53 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | ELOVL1 | 0.06 | 0.04 | blup | 36 | 0.03 | 4.7e-03 | 8.9 | -8.8 | 1.8e-18 | -0.91 | 0.01 | 0.92 | FALSE |
54 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FOXJ3 | 0.14 | 0.02 | enet | 23 | 0.05 | 6.3e-04 | -6.8 | -6.9 | 4.7e-12 | 0.04 | 0.00 | 0.95 | TRUE |
55 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C1orf84 | 0.01 | 0.02 | blup | 45 | 0.02 | 3.0e-03 | 8.9 | -9.1 | 8.5e-20 | -0.98 | 0.02 | 0.82 | FALSE |
56 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SCMH1 | 0.04 | 0.01 | enet | 7 | 0.02 | 2.5e-03 | 3.7 | 5.8 | 5.0e-09 | 0.03 | 0.01 | 0.80 | FALSE |
57 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TIE1 | 0.02 | 0.02 | blup | 46 | 0.02 | 9.0e-04 | 8.4 | -8.2 | 2.1e-16 | -0.83 | 0.02 | 0.87 | FALSE |
58 | The Cancer Genome Atlas | Lung Adenocarcinoma | C1orf84 | 0.02 | 0.02 | blup | 45 | 0.02 | 1.3e-03 | 8.9 | -9.3 | 1.8e-20 | -0.96 | 0.03 | 0.86 | TRUE |
59 | The Cancer Genome Atlas | Lung Adenocarcinoma | CDC20 | 0.03 | 0.03 | blup | 34 | 0.03 | 8.8e-05 | 8.6 | -8.4 | 5.0e-17 | -0.82 | 0.03 | 0.93 | FALSE |
60 | The Cancer Genome Atlas | Lung Adenocarcinoma | MED8 | 0.02 | 0.02 | blup | 39 | 0.01 | 7.5e-03 | 8.7 | -8.7 | 3.7e-18 | -0.89 | 0.02 | 0.60 | FALSE |
61 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | MED8 | 0.03 | 0.01 | lasso | 4 | 0.02 | 6.2e-03 | -5.7 | -8.0 | 1.2e-15 | -0.84 | 0.02 | 0.60 | FALSE |
62 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | HYI | 0.26 | 0.15 | lasso | 3 | 0.13 | 3.7e-06 | -6.0 | -5.6 | 2.4e-08 | -0.44 | 0.34 | 0.15 | FALSE |
63 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C1orf210 | 0.03 | 0.01 | enet | 9 | 0.01 | 2.6e-02 | 8.7 | -6.6 | 3.3e-11 | -0.53 | 0.01 | 0.83 | FALSE |
64 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C1orf84 | 0.02 | 0.02 | lasso | 2 | 0.02 | 8.8e-03 | 8.6 | -8.6 | 6.5e-18 | -0.88 | 0.02 | 0.61 | FALSE |
65 | The Cancer Genome Atlas | Prostate Adenocarcinoma | HYI | 0.22 | 0.14 | lasso | 2 | 0.14 | 1.6e-14 | -5.9 | -6.0 | 2.1e-09 | -0.60 | 1.00 | 0.00 | FALSE |
66 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SCMH1 | 0.03 | 0.03 | lasso | 2 | 0.02 | 6.2e-03 | -5.4 | 5.3 | 8.7e-08 | 0.05 | 0.01 | 0.94 | FALSE |
67 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TIE1 | 0.02 | 0.01 | blup | 45 | 0.01 | 6.4e-02 | 8.5 | -7.3 | 2.2e-13 | -0.70 | 0.02 | 0.69 | FALSE |
68 | The Cancer Genome Atlas | Rectum Adenocarcinoma | HYI | 0.23 | 0.08 | blup | 34 | 0.14 | 3.1e-04 | -5.9 | -7.7 | 1.5e-14 | -0.79 | 0.02 | 0.52 | FALSE |
69 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | KIAA0467 | 0.17 | 0.08 | blup | 52 | 0.13 | 2.9e-04 | 8.7 | 8.9 | 4.3e-19 | 0.94 | 0.03 | 0.86 | FALSE |
70 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | HYI | 0.24 | 0.16 | lasso | 2 | 0.12 | 5.7e-05 | -5.9 | -5.9 | 4.5e-09 | -0.61 | 0.13 | 0.54 | FALSE |
71 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | MED8 | 0.26 | 0.18 | blup | 39 | 0.24 | 3.5e-09 | 8.6 | -8.4 | 5.1e-17 | -0.91 | 0.03 | 0.97 | FALSE |
72 | The Cancer Genome Atlas | Thyroid Carcinoma | C1orf210 | 0.04 | 0.02 | lasso | 2 | 0.01 | 1.4e-02 | 8.0 | 7.9 | 2.3e-15 | 0.80 | 0.02 | 0.88 | FALSE |
73 | The Cancer Genome Atlas | Thyroid Carcinoma | C1orf84 | 0.03 | 0.02 | blup | 46 | 0.03 | 7.0e-04 | 8.9 | -8.7 | 4.0e-18 | -0.98 | 0.03 | 0.91 | FALSE |
74 | The Cancer Genome Atlas | Thyroid Carcinoma | HYI | 0.28 | 0.22 | lasso | 2 | 0.23 | 5.3e-22 | -6.0 | -6.1 | 8.6e-10 | -0.55 | 1.00 | 0.00 | FALSE |
75 | The Cancer Genome Atlas | Thyroid Carcinoma | TIE1 | 0.03 | 0.03 | blup | 46 | 0.03 | 6.1e-04 | 8.4 | -8.4 | 6.3e-17 | -0.87 | 0.01 | 0.97 | FALSE |