Best TWAS P=1.32e-20 · Best GWAS P=9.34e-27 conditioned to 7.02e-18
# | 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 | CUL9 | 0.15 | 0.12 | bslmm | 386 | 0.14 | 3.1e-16 | -5.26 | 6.0 | 1.7e-09 | -0.01 | 0.85 | 0.15 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | MED20 | 0.15 | 0.11 | blup | 471 | 0.13 | 3.1e-15 | -7.19 | 6.5 | 9.7e-11 | 0.19 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | MED20 | 0.08 | 0.07 | enet | 9 | 0.05 | 4.7e-05 | 7.61 | 7.6 | 3.7e-14 | 0.22 | 0.97 | 0.00 | FALSE |
4 | GTEx | Adipose Subcutaneous | FRS3 | 0.15 | 0.04 | enet | 22 | 0.04 | 5.9e-04 | 7.60 | 5.8 | 5.1e-09 | 0.11 | 0.39 | 0.14 | FALSE |
5 | GTEx | Artery Tibial | MED20 | 0.14 | 0.11 | lasso | 2 | 0.09 | 9.7e-08 | 7.73 | 7.7 | 1.1e-14 | 0.21 | 1.00 | 0.00 | FALSE |
6 | GTEx | Breast Mammary Tissue (Male) | RP3-475N16.1 | 0.08 | -0.01 | lasso | 3 | 0.06 | 2.1e-02 | -5.96 | 5.3 | 1.1e-07 | 0.05 | 0.03 | 0.28 | FALSE |
7 | GTEx | Cells EBV-transformed lymphocytes | MED20 | 0.25 | 0.01 | lasso | 5 | 0.07 | 3.0e-03 | -6.93 | 6.0 | 1.8e-09 | 0.20 | 0.16 | 0.06 | FALSE |
8 | GTEx | Cells Transformed fibroblasts | MED20 | 0.11 | 0.05 | lasso | 4 | 0.08 | 9.4e-07 | -7.21 | 7.3 | 2.1e-13 | 0.11 | 0.94 | 0.01 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | USP49 | 0.13 | 0.02 | lasso | 4 | 0.02 | 2.4e-02 | -6.70 | -6.2 | 5.8e-10 | -0.15 | 0.29 | 0.03 | FALSE |
10 | GTEx | Colon Transverse | MED20 | 0.17 | 0.01 | enet | 10 | 0.06 | 6.0e-04 | 7.65 | 8.8 | 9.3e-19 | 0.27 | 0.37 | 0.17 | FALSE |
11 | GTEx | Esophagus Mucosa | MED20 | 0.09 | 0.07 | enet | 10 | 0.02 | 2.7e-02 | -7.19 | 7.3 | 3.1e-13 | 0.22 | 0.84 | 0.04 | FALSE |
12 | GTEx | Esophagus Muscularis | MED20 | 0.15 | 0.05 | lasso | 7 | 0.04 | 1.0e-03 | -7.02 | 7.4 | 1.3e-13 | 0.24 | 0.76 | 0.14 | FALSE |
13 | GTEx | Heart Atrial Appendage | PRICKLE4 | 0.16 | 0.07 | enet | 19 | 0.10 | 4.6e-05 | -1.83 | -5.4 | 8.3e-08 | -0.13 | 0.44 | 0.12 | FALSE |
14 | GTEx | Heart Atrial Appendage | MED20 | 0.14 | 0.12 | enet | 11 | 0.09 | 5.9e-05 | 7.53 | 7.5 | 4.7e-14 | 0.20 | 0.91 | 0.01 | FALSE |
15 | GTEx | Heart Left Ventricle | PRICKLE4 | 0.11 | 0.05 | lasso | 4 | 0.03 | 9.8e-03 | 7.34 | -7.4 | 9.7e-14 | -0.21 | 0.26 | 0.05 | FALSE |
16 | GTEx | Heart Left Ventricle | MED20 | 0.22 | 0.19 | enet | 8 | 0.12 | 5.8e-07 | 7.65 | 7.8 | 6.4e-15 | 0.22 | 1.00 | 0.00 | FALSE |
17 | GTEx | Liver | CRIP3 | 0.46 | -0.01 | enet | 27 | 0.01 | 2.1e-01 | -0.39 | -6.6 | 4.6e-11 | -0.06 | 0.05 | 0.07 | TRUE |
18 | GTEx | Lung | BYSL | 0.08 | 0.03 | lasso | 4 | 0.02 | 4.9e-03 | 9.40 | -9.0 | 1.9e-19 | -0.29 | 0.51 | 0.16 | FALSE |
19 | GTEx | Lung | PRICKLE4 | 0.12 | 0.05 | lasso | 3 | 0.06 | 2.2e-05 | 7.34 | -6.1 | 1.4e-09 | -0.21 | 0.63 | 0.02 | FALSE |
20 | GTEx | Lung | MED20 | 0.10 | 0.01 | lasso | 4 | 0.00 | 2.7e-01 | -1.43 | 6.7 | 2.3e-11 | 0.20 | 0.08 | 0.08 | FALSE |
21 | GTEx | Lung | USP49 | 0.09 | 0.08 | lasso | 2 | 0.05 | 6.2e-05 | -6.70 | -6.1 | 1.4e-09 | -0.11 | 0.84 | 0.01 | FALSE |
22 | GTEx | Muscle Skeletal | MED20 | 0.16 | 0.15 | lasso | 4 | 0.16 | 6.7e-16 | 7.34 | 7.5 | 5.0e-14 | 0.22 | 1.00 | 0.00 | FALSE |
23 | GTEx | Nerve Tibial | MED20 | 0.13 | 0.11 | enet | 8 | 0.10 | 1.5e-07 | 7.53 | 7.5 | 4.7e-14 | 0.21 | 1.00 | 0.00 | FALSE |
24 | GTEx | Spleen | MED20 | 0.44 | 0.13 | enet | 23 | 0.07 | 6.4e-03 | 7.73 | 6.3 | 2.5e-10 | 0.17 | 0.19 | 0.15 | FALSE |
25 | GTEx | Testis | MED20 | 0.13 | 0.03 | lasso | 6 | 0.00 | 2.0e-01 | -6.67 | 7.1 | 9.9e-13 | 0.15 | 0.17 | 0.08 | FALSE |
26 | GTEx | Thyroid | MED20 | 0.05 | 0.05 | lasso | 2 | 0.02 | 8.1e-03 | 7.74 | 7.8 | 4.4e-15 | 0.22 | 0.72 | 0.06 | FALSE |
27 | GTEx | Thyroid | FRS3 | 0.20 | 0.16 | lasso | 4 | 0.16 | 5.2e-12 | 7.60 | 6.7 | 2.6e-11 | 0.09 | 1.00 | 0.00 | FALSE |
28 | METSIM | Adipose | BYSL | 0.05 | 0.00 | blup | 476 | 0.02 | 2.3e-04 | 7.34 | -5.3 | 1.1e-07 | -0.20 | 0.18 | 0.02 | FALSE |
29 | METSIM | Adipose | MED20 | 0.13 | 0.11 | enet | 27 | 0.11 | 2.3e-16 | 7.63 | 8.1 | 8.1e-16 | 0.21 | 1.00 | 0.00 | FALSE |
30 | NTR | Blood | KLHDC3 | 0.01 | 0.00 | blup | 368 | 0.01 | 3.6e-03 | -3.27 | 5.8 | 8.1e-09 | -0.02 | 0.04 | 0.72 | FALSE |
31 | NTR | Blood | ZNF318 | 0.04 | 0.03 | lasso | 8 | 0.02 | 1.3e-08 | -5.92 | -6.2 | 6.9e-10 | -0.01 | 0.64 | 0.36 | TRUE |
32 | ROSMAP | Brain Pre-frontal Cortex | PGC | 0.13 | 0.06 | blup | 520 | 0.06 | 3.2e-08 | 7.60 | -6.6 | 4.4e-11 | -0.24 | 1.00 | 0.00 | FALSE |
33 | ROSMAP | Brain Pre-frontal Cortex | PPP2R5D | 0.05 | 0.00 | bslmm | 366 | 0.03 | 1.1e-04 | -5.75 | 5.3 | 8.9e-08 | -0.01 | 0.18 | 0.16 | FALSE |
34 | ROSMAP | Brain Pre-frontal Cortex | MED20 | 0.10 | 0.10 | enet | 21 | 0.09 | 6.0e-12 | 7.74 | 8.4 | 4.3e-17 | 0.21 | 1.00 | 0.00 | FALSE |
35 | ROSMAP | Brain Pre-frontal Cortex | KLC4 | 0.06 | 0.00 | blup | 362 | 0.01 | 5.6e-03 | -6.03 | 7.1 | 1.4e-12 | 0.02 | 0.21 | 0.43 | TRUE |
36 | YFS | Blood | BYSL | 0.07 | 0.06 | lasso | 7 | 0.09 | 2.8e-28 | 7.73 | -6.1 | 1.2e-09 | -0.19 | 1.00 | 0.00 | FALSE |
37 | YFS | Blood | CCND3 | 0.02 | 0.01 | enet | 13 | 0.02 | 2.3e-06 | 7.63 | -8.9 | 4.8e-19 | -0.24 | 0.84 | 0.09 | FALSE |
38 | YFS | Blood | MED20 | 0.04 | 0.03 | lasso | 5 | 0.03 | 3.6e-11 | 7.34 | 7.0 | 2.0e-12 | 0.18 | 1.00 | 0.00 | FALSE |
39 | YFS | Blood | MRPL2 | 0.15 | 0.07 | bslmm | 352 | 0.10 | 1.1e-31 | -5.26 | -5.1 | 2.8e-07 | 0.01 | 0.98 | 0.02 | FALSE |
40 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CCND3 | 0.04 | 0.00 | blup | 99 | 0.01 | 1.8e-03 | -6.72 | 7.2 | 4.1e-13 | 0.27 | 0.02 | 0.10 | FALSE |
41 | The Cancer Genome Atlas | Colon Adenocarcinoma | MED20 | 0.05 | 0.00 | blup | 50 | 0.04 | 2.8e-03 | 7.34 | 9.3 | 1.3e-20 | 0.24 | 0.08 | 0.07 | TRUE |
42 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MED20 | 0.04 | 0.03 | lasso | 3 | 0.04 | 7.3e-05 | -7.21 | 7.4 | 1.4e-13 | 0.14 | 0.57 | 0.01 | FALSE |
43 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | CRIP3 | 0.08 | 0.08 | blup | 34 | 0.07 | 1.0e-04 | -5.98 | -5.8 | 7.2e-09 | -0.02 | 0.01 | 0.98 | FALSE |
44 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MED20 | 0.09 | 0.08 | enet | 12 | 0.09 | 5.5e-10 | 7.73 | 8.9 | 4.5e-19 | 0.43 | 1.00 | 0.00 | FALSE |
45 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | MED20 | 0.09 | 0.07 | lasso | 5 | 0.07 | 3.4e-04 | -6.67 | 7.8 | 8.2e-15 | 0.18 | 0.31 | 0.20 | FALSE |
46 | The Cancer Genome Atlas | Lung Adenocarcinoma | ZNF318 | 0.05 | 0.06 | lasso | 3 | 0.05 | 1.1e-06 | -5.82 | 5.9 | 2.9e-09 | -0.01 | 0.03 | 0.97 | FALSE |
47 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PRICKLE4 | 0.03 | 0.01 | blup | 43 | 0.02 | 1.6e-03 | -1.63 | -6.0 | 1.5e-09 | -0.18 | 0.04 | 0.91 | FALSE |
48 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GNMT | 0.10 | 0.07 | enet | 6 | 0.07 | 1.1e-07 | -6.00 | -5.7 | 1.6e-08 | 0.05 | 0.05 | 0.95 | TRUE |
49 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MED20 | 0.04 | 0.06 | enet | 6 | 0.05 | 2.6e-06 | 7.34 | 8.3 | 8.0e-17 | 0.23 | 0.92 | 0.01 | FALSE |
50 | The Cancer Genome Atlas | Soft Tissue Sarcoma | ZNF318 | 0.04 | 0.02 | blup | 48 | 0.04 | 2.2e-03 | -5.98 | -5.6 | 1.8e-08 | -0.02 | 0.01 | 0.73 | FALSE |
51 | The Cancer Genome Atlas | Stomach Adenocarcinoma | MED20 | 0.03 | 0.05 | lasso | 2 | 0.04 | 1.2e-03 | -7.21 | 7.4 | 1.7e-13 | 0.13 | 0.11 | 0.06 | FALSE |
52 | The Cancer Genome Atlas | Thyroid Carcinoma | BYSL | 0.05 | 0.06 | enet | 7 | 0.06 | 4.3e-06 | 7.74 | -7.4 | 1.1e-13 | -0.18 | 0.90 | 0.01 | FALSE |
53 | The Cancer Genome Atlas | Thyroid Carcinoma | PRICKLE4 | 0.04 | 0.03 | lasso | 3 | 0.04 | 1.1e-04 | 6.03 | -6.1 | 1.0e-09 | -0.13 | 0.08 | 0.83 | FALSE |