Best TWAS P=1.18e-22 · Best GWAS P=1.63e-67 conditioned to 2.66e-39
# | 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 | PALM | 0.08 | 0.00 | blup | 481 | 0.02 | 1.6e-03 | -0.33 | 7.1 | 1.1e-12 | -0.28 | 0.04 | 0.23 | TRUE |
2 | GTEx | Adipose Subcutaneous | SGTA | 0.13 | 0.05 | lasso | 5 | 0.07 | 4.6e-06 | -5.12 | 5.4 | 6.6e-08 | 0.08 | 0.87 | 0.01 | FALSE |
3 | GTEx | Artery Aorta | PIAS4 | 0.23 | 0.02 | lasso | 5 | 0.05 | 1.3e-03 | -6.39 | -6.0 | 2.1e-09 | -0.01 | 0.04 | 0.61 | TRUE |
4 | GTEx | Artery Aorta | ZNF554 | 0.34 | 0.21 | lasso | 6 | 0.19 | 6.3e-11 | -5.09 | -5.2 | 2.6e-07 | -0.11 | 1.00 | 0.00 | FALSE |
5 | GTEx | Artery Tibial | DOT1L | 0.09 | 0.06 | lasso | 5 | 0.05 | 7.3e-05 | -9.31 | -8.1 | 4.6e-16 | -0.01 | 0.76 | 0.01 | FALSE |
6 | GTEx | Cells EBV-transformed lymphocytes | ZNF554 | 0.26 | 0.27 | lasso | 4 | 0.24 | 2.7e-08 | -5.26 | -5.4 | 7.4e-08 | -0.12 | 0.93 | 0.01 | FALSE |
7 | GTEx | Cells Transformed fibroblasts | ZNF554 | 0.25 | 0.24 | lasso | 3 | 0.23 | 1.9e-17 | -5.09 | -5.2 | 2.0e-07 | -0.11 | 1.00 | 0.00 | FALSE |
8 | GTEx | Colon Sigmoid | MAP2K2 | 0.20 | 0.11 | lasso | 3 | 0.13 | 3.0e-05 | 5.67 | 6.4 | 1.8e-10 | -0.02 | 0.02 | 0.85 | TRUE |
9 | GTEx | Colon Transverse | THOP1 | 0.19 | 0.13 | lasso | 4 | 0.15 | 1.7e-07 | -5.30 | -5.2 | 1.5e-07 | -0.13 | 0.93 | 0.00 | FALSE |
10 | GTEx | Esophagus Muscularis | DOT1L | 0.12 | 0.03 | lasso | 5 | 0.05 | 6.3e-04 | -9.31 | -5.6 | 1.9e-08 | -0.02 | 0.40 | 0.03 | TRUE |
11 | GTEx | Heart Left Ventricle | THOP1 | 0.17 | 0.09 | lasso | 2 | 0.02 | 2.2e-02 | -5.30 | -5.2 | 1.5e-07 | -0.14 | 0.62 | 0.03 | FALSE |
12 | GTEx | Lung | ZNF554 | 0.27 | 0.10 | lasso | 7 | 0.09 | 1.8e-07 | -5.12 | -5.6 | 2.7e-08 | -0.12 | 0.99 | 0.00 | FALSE |
13 | GTEx | Nerve Tibial | IZUMO4 | 0.23 | 0.07 | lasso | 6 | 0.14 | 1.9e-10 | 1.37 | 5.3 | 9.8e-08 | -0.03 | 0.97 | 0.01 | FALSE |
14 | GTEx | Ovary | SGTA | 0.43 | -0.01 | enet | 47 | 0.02 | 9.8e-02 | -5.10 | 6.0 | 2.4e-09 | -0.01 | 0.04 | 0.35 | FALSE |
15 | GTEx | Pancreas | ZNF554 | 0.23 | 0.06 | lasso | 2 | 0.06 | 2.3e-03 | -5.30 | -5.2 | 1.5e-07 | -0.13 | 0.37 | 0.03 | FALSE |
16 | GTEx | Skin Sun Exposed Lower leg | AC004490.1 | 0.09 | 0.07 | enet | 11 | 0.10 | 2.3e-08 | 5.24 | -5.5 | 3.0e-08 | 0.04 | 0.92 | 0.01 | FALSE |
17 | GTEx | Testis | ZNF554 | 0.19 | 0.11 | lasso | 3 | 0.07 | 5.9e-04 | -5.12 | -5.2 | 2.3e-07 | -0.11 | 0.38 | 0.04 | FALSE |
18 | GTEx | Thyroid | POLR2E | 0.22 | 0.16 | lasso | 1 | 0.15 | 2.4e-11 | -5.58 | -5.6 | 2.4e-08 | 0.49 | 1.00 | 0.00 | FALSE |
19 | GTEx | Thyroid | ZNF554 | 0.14 | 0.07 | lasso | 3 | 0.05 | 4.8e-05 | -5.12 | -5.2 | 1.6e-07 | -0.11 | 0.82 | 0.01 | FALSE |
20 | GTEx | Thyroid | THOP1 | 0.34 | 0.24 | lasso | 5 | 0.32 | 5.9e-25 | -5.26 | -5.4 | 6.5e-08 | -0.12 | 1.00 | 0.00 | FALSE |
21 | GTEx | Whole Blood | ZNF554 | 0.11 | 0.09 | lasso | 5 | 0.08 | 7.4e-08 | -5.10 | -5.2 | 2.0e-07 | -0.11 | 1.00 | 0.00 | FALSE |
22 | ROSMAP | Brain Pre-frontal Cortex | TCF3 | 0.08 | 0.03 | bslmm | 368 | 0.02 | 7.4e-04 | -4.69 | 6.8 | 1.0e-11 | -0.08 | 0.71 | 0.06 | TRUE |
23 | ROSMAP | Brain Pre-frontal Cortex | PIAS4 | 0.14 | 0.12 | lasso | 6 | 0.11 | 1.6e-13 | 4.33 | 5.1 | 2.8e-07 | 0.00 | 1.00 | 0.00 | FALSE |
24 | YFS | Blood | STK11 | 0.08 | 0.06 | enet | 12 | 0.07 | 4.6e-21 | 5.87 | -6.3 | 2.4e-10 | 0.16 | 1.00 | 0.00 | TRUE |
25 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | AP3D1 | 0.05 | 0.00 | blup | 49 | 0.02 | 1.7e-02 | 1.96 | -5.2 | 2.4e-07 | 0.08 | 0.03 | 0.22 | FALSE |
26 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | SBNO2 | 0.08 | 0.00 | blup | 63 | 0.02 | 1.4e-02 | -1.17 | 9.4 | 3.7e-21 | -0.42 | 0.03 | 0.32 | TRUE |
27 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | ZNF554 | 0.11 | 0.16 | lasso | 3 | 0.16 | 1.9e-13 | -5.44 | -5.4 | 7.8e-08 | -0.13 | 0.01 | 0.98 | FALSE |
28 | The Cancer Genome Atlas | Breast Invasive Carcinoma | AP3D1 | 0.01 | 0.01 | blup | 52 | 0.01 | 5.4e-03 | 1.96 | -6.3 | 2.9e-10 | 0.03 | 0.04 | 0.33 | FALSE |
29 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | ZNF554 | 0.12 | 0.12 | lasso | 3 | 0.13 | 4.5e-07 | -5.12 | -5.3 | 1.4e-07 | -0.10 | 0.02 | 0.98 | FALSE |
30 | The Cancer Genome Atlas | Colon Adenocarcinoma | ZNF554 | 0.16 | 0.18 | lasso | 5 | 0.18 | 6.8e-11 | -5.37 | -5.4 | 5.7e-08 | -0.13 | 0.01 | 0.99 | FALSE |
31 | The Cancer Genome Atlas | Glioblastoma Multiforme | CFD | 0.24 | 0.09 | blup | 48 | 0.12 | 1.3e-04 | 1.81 | 5.7 | 1.0e-08 | -0.02 | 0.10 | 0.13 | FALSE |
32 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ZNF554 | 0.15 | 0.20 | lasso | 7 | 0.20 | 5.0e-22 | -5.03 | -5.1 | 2.8e-07 | -0.11 | 0.02 | 0.97 | FALSE |
33 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DOT1L | 0.08 | 0.12 | enet | 8 | 0.10 | 2.5e-11 | -9.31 | -9.8 | 1.2e-22 | -0.01 | 0.03 | 0.97 | TRUE |
34 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MED16 | 0.07 | 0.01 | blup | 58 | 0.02 | 5.3e-03 | 4.06 | 5.1 | 2.8e-07 | -0.04 | 0.04 | 0.12 | FALSE |
35 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | THOP1 | 0.04 | 0.05 | blup | 65 | 0.04 | 2.3e-05 | -5.09 | -6.0 | 1.5e-09 | -0.11 | 0.02 | 0.98 | TRUE |
36 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ZNF554 | 0.05 | 0.06 | lasso | 5 | 0.06 | 2.8e-07 | -5.27 | -5.2 | 1.6e-07 | -0.11 | 0.02 | 0.98 | FALSE |
37 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | DOT1L | 0.09 | 0.08 | blup | 60 | 0.07 | 4.1e-04 | 7.93 | -8.7 | 3.8e-18 | -0.01 | 0.08 | 0.82 | FALSE |
38 | The Cancer Genome Atlas | Lung Adenocarcinoma | CFD | 0.04 | 0.03 | lasso | 6 | 0.04 | 1.6e-05 | 2.13 | 6.0 | 1.5e-09 | 0.01 | 0.09 | 0.79 | TRUE |
39 | The Cancer Genome Atlas | Lung Adenocarcinoma | ZNF554 | 0.04 | 0.04 | blup | 55 | 0.03 | 4.4e-04 | -5.12 | -5.5 | 3.7e-08 | -0.12 | 0.02 | 0.98 | FALSE |
40 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ZNF554 | 0.04 | 0.05 | lasso | 2 | 0.05 | 7.9e-07 | -5.37 | -5.4 | 8.0e-08 | -0.14 | 0.01 | 0.99 | FALSE |
41 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | CFD | 0.06 | 0.04 | blup | 48 | 0.04 | 7.2e-04 | 1.81 | 5.4 | 5.3e-08 | -0.01 | 0.25 | 0.11 | FALSE |
42 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | ZNF554 | 0.07 | 0.09 | lasso | 15 | 0.10 | 3.7e-05 | -5.37 | -5.4 | 5.4e-08 | -0.13 | 0.01 | 0.97 | FALSE |
43 | The Cancer Genome Atlas | Stomach Adenocarcinoma | ZNF554 | 0.11 | 0.15 | lasso | 4 | 0.14 | 1.5e-10 | -5.10 | -5.2 | 1.5e-07 | -0.12 | 0.02 | 0.98 | FALSE |
44 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | DOT1L | 0.40 | -0.01 | enet | 20 | 0.03 | 3.6e-02 | 3.25 | -5.3 | 1.1e-07 | -0.02 | 0.01 | 0.23 | FALSE |
45 | The Cancer Genome Atlas | Thyroid Carcinoma | SBNO2 | 0.07 | 0.00 | blup | 63 | 0.02 | 1.1e-02 | -0.72 | 6.2 | 5.3e-10 | -0.15 | 0.02 | 0.07 | FALSE |
46 | The Cancer Genome Atlas | Thyroid Carcinoma | THOP1 | 0.16 | 0.25 | lasso | 2 | 0.25 | 1.6e-24 | -5.19 | -5.2 | 2.3e-07 | -0.12 | 0.02 | 0.98 | FALSE |