Best TWAS P=3.8e-10 · Best GWAS P=1e-08 conditioned to 0.109
# | 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 | GTEx | Adipose Subcutaneous | AC007228.11 | 0.10 | 0.04 | lasso | 5 | 0.06 | 2.2e-05 | 4.2 | 5.2 | 1.6e-07 | 0.86 | 0.02 | 0.98 | FALSE |
2 | GTEx | Adipose Visceral Omentum | AC007228.11 | 0.14 | 0.04 | lasso | 6 | 0.06 | 6.9e-04 | 5.7 | 5.7 | 1.2e-08 | 0.90 | 0.01 | 0.98 | FALSE |
3 | GTEx | Artery Aorta | AC007228.11 | 0.31 | 0.22 | enet | 24 | 0.23 | 6.5e-13 | 5.7 | 6.1 | 8.2e-10 | 0.90 | 0.00 | 1.00 | FALSE |
4 | GTEx | Artery Coronary | AC007228.11 | 0.30 | 0.15 | lasso | 6 | 0.10 | 2.1e-04 | 5.2 | 5.8 | 7.1e-09 | 0.95 | 0.01 | 0.98 | FALSE |
5 | GTEx | Artery Tibial | AC007228.11 | 0.17 | 0.14 | lasso | 5 | 0.14 | 1.8e-11 | 5.0 | 5.3 | 1.2e-07 | 0.93 | 0.02 | 0.98 | FALSE |
6 | GTEx | Brain Cerebellum | ZNF471 | 0.24 | 0.25 | enet | 14 | 0.20 | 1.2e-06 | 4.2 | -5.1 | 2.8e-07 | -0.68 | 0.15 | 0.80 | FALSE |
7 | GTEx | Brain Cerebellum | AC007228.11 | 0.62 | 0.40 | lasso | 11 | 0.54 | 9.5e-19 | 5.1 | 5.7 | 1.5e-08 | 0.85 | 0.01 | 0.99 | FALSE |
8 | GTEx | Brain Hypothalamus | AC007228.11 | 0.39 | 0.24 | lasso | 6 | 0.22 | 8.8e-06 | 5.7 | 5.9 | 4.4e-09 | 0.96 | 0.01 | 0.98 | FALSE |
9 | GTEx | Brain Nucleus accumbens basal ganglia | AC007228.11 | 0.46 | 0.26 | lasso | 5 | 0.11 | 6.1e-04 | -4.2 | 5.5 | 4.0e-08 | 0.88 | 0.01 | 0.99 | FALSE |
10 | GTEx | Breast Mammary Tissue | ZNF71 | 0.14 | 0.13 | lasso | 3 | 0.11 | 1.9e-06 | -4.9 | 5.1 | 2.8e-07 | 0.34 | 0.22 | 0.75 | FALSE |
11 | GTEx | Breast Mammary Tissue | AC007228.11 | 0.22 | 0.14 | lasso | 5 | 0.14 | 7.4e-08 | 5.1 | 5.3 | 1.1e-07 | 0.92 | 0.01 | 0.99 | FALSE |
12 | GTEx | Colon Sigmoid | ZNF471 | 0.30 | 0.10 | lasso | 4 | 0.07 | 1.5e-03 | 4.2 | -5.2 | 2.5e-07 | -0.84 | 0.02 | 0.93 | FALSE |
13 | GTEx | Colon Sigmoid | AC007228.11 | 0.21 | 0.19 | lasso | 3 | 0.15 | 7.9e-06 | 5.7 | 5.7 | 9.4e-09 | 1.00 | 0.01 | 0.99 | FALSE |
14 | GTEx | Colon Transverse | AC007228.11 | 0.19 | 0.17 | lasso | 7 | 0.18 | 4.7e-09 | 5.1 | 5.5 | 2.9e-08 | 0.95 | 0.01 | 0.99 | FALSE |
15 | GTEx | Esophagus Mucosa | ZFP28 | 0.13 | 0.09 | lasso | 5 | 0.06 | 5.9e-05 | 5.2 | 5.3 | 1.4e-07 | 0.93 | 0.01 | 0.98 | FALSE |
16 | GTEx | Esophagus Mucosa | ZNF470 | 0.18 | 0.05 | enet | 14 | 0.05 | 2.8e-04 | -5.2 | 5.1 | 3.1e-07 | 0.31 | 0.11 | 0.83 | FALSE |
17 | GTEx | Esophagus Mucosa | AC007228.11 | 0.12 | 0.10 | lasso | 5 | 0.08 | 3.6e-06 | 4.9 | 5.4 | 6.9e-08 | 0.89 | 0.02 | 0.98 | FALSE |
18 | GTEx | Lung | AC007228.11 | 0.12 | 0.07 | enet | 8 | 0.05 | 7.0e-05 | 5.7 | 5.5 | 2.8e-08 | 0.97 | 0.00 | 0.99 | FALSE |
19 | GTEx | Muscle Skeletal | AC007228.11 | 0.11 | 0.05 | enet | 14 | 0.06 | 1.6e-06 | 5.1 | 5.3 | 1.0e-07 | 0.85 | 0.02 | 0.97 | FALSE |
20 | GTEx | Nerve Tibial | AC007228.11 | 0.17 | 0.14 | lasso | 5 | 0.14 | 5.2e-10 | 5.7 | 5.6 | 2.2e-08 | 0.98 | 0.00 | 1.00 | FALSE |
21 | GTEx | Ovary | AC007228.11 | 0.29 | 0.04 | lasso | 7 | 0.12 | 6.6e-04 | 5.7 | 5.7 | 1.6e-08 | 0.92 | 0.01 | 0.89 | FALSE |
22 | GTEx | Pituitary | AC007228.11 | 0.40 | 0.29 | lasso | 4 | 0.28 | 1.3e-07 | 5.0 | 5.4 | 7.0e-08 | 0.95 | 0.01 | 0.99 | FALSE |
23 | GTEx | Skin Not Sun Exposed Suprapubic | ZFP28 | 0.24 | 0.16 | lasso | 7 | 0.18 | 5.5e-10 | 5.2 | 5.4 | 5.8e-08 | 0.95 | 0.01 | 0.99 | FALSE |
24 | GTEx | Skin Not Sun Exposed Suprapubic | AC007228.11 | 0.22 | 0.01 | lasso | 6 | 0.03 | 8.9e-03 | 4.9 | 5.7 | 9.5e-09 | 0.90 | 0.01 | 0.99 | FALSE |
25 | GTEx | Skin Sun Exposed Lower leg | ZNF417 | 0.22 | 0.07 | enet | 48 | 0.11 | 3.0e-09 | -4.0 | 5.7 | 1.5e-08 | 0.01 | 0.13 | 0.62 | TRUE |
26 | GTEx | Skin Sun Exposed Lower leg | ZNF749 | 0.16 | 0.10 | lasso | 3 | 0.11 | 3.3e-09 | 4.5 | 5.2 | 2.2e-07 | -0.06 | 0.01 | 0.98 | TRUE |
27 | GTEx | Skin Sun Exposed Lower leg | ZNF471 | 0.15 | 0.09 | lasso | 4 | 0.08 | 2.8e-07 | 5.1 | -5.2 | 2.0e-07 | -0.68 | 0.10 | 0.90 | FALSE |
28 | GTEx | Skin Sun Exposed Lower leg | ZFP28 | 0.19 | 0.13 | lasso | 9 | 0.17 | 1.1e-13 | 5.7 | 6.2 | 6.5e-10 | 0.93 | 0.01 | 0.99 | FALSE |
29 | GTEx | Spleen | AC007228.11 | 0.25 | 0.08 | enet | 23 | 0.07 | 6.0e-03 | -4.9 | 5.9 | 3.4e-09 | 0.72 | 0.04 | 0.83 | FALSE |
30 | GTEx | Stomach | AC007228.11 | 0.14 | 0.11 | lasso | 4 | 0.07 | 3.8e-04 | 5.0 | 5.4 | 6.2e-08 | 0.95 | 0.01 | 0.99 | FALSE |
31 | GTEx | Thyroid | AC007228.11 | 0.28 | 0.22 | lasso | 8 | 0.23 | 3.1e-17 | 5.7 | 5.7 | 1.4e-08 | 0.97 | 0.00 | 1.00 | FALSE |
32 | GTEx | Whole Blood | ZFP28 | 0.11 | 0.10 | enet | 12 | 0.09 | 2.5e-08 | 4.9 | 5.4 | 7.1e-08 | 0.80 | 0.16 | 0.84 | FALSE |
33 | GTEx | Whole Blood | AC007228.11 | 0.11 | 0.01 | lasso | 5 | 0.00 | 2.1e-01 | 5.7 | 5.6 | 1.7e-08 | 0.98 | 0.01 | 0.95 | FALSE |
34 | METSIM | Adipose | ZFP28 | 0.13 | 0.09 | bslmm | 490 | 0.12 | 7.3e-17 | 5.2 | 6.3 | 3.8e-10 | 0.79 | 0.01 | 0.99 | TRUE |
35 | NTR | Blood | ZFP28 | 0.06 | 0.05 | lasso | 7 | 0.06 | 1.3e-18 | -4.9 | 5.8 | 6.6e-09 | 0.48 | 0.26 | 0.74 | FALSE |
36 | YFS | Blood | ZFP28 | 0.03 | 0.03 | lasso | 4 | 0.03 | 6.5e-09 | 4.9 | 5.4 | 6.0e-08 | 0.87 | 0.08 | 0.92 | FALSE |
37 | YFS | Blood | ZNF470 | 0.04 | 0.02 | bslmm | 476 | 0.02 | 3.4e-07 | -4.9 | 5.4 | 6.7e-08 | 0.55 | 0.16 | 0.84 | FALSE |
38 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ZNF470 | 0.05 | 0.05 | lasso | 3 | 0.05 | 4.0e-10 | -4.9 | 5.2 | 1.8e-07 | 0.37 | 0.18 | 0.81 | FALSE |
39 | The Cancer Genome Atlas | Colon Adenocarcinoma | ZNF470 | 0.05 | 0.02 | blup | 73 | 0.04 | 3.1e-03 | -4.3 | 6.2 | 4.8e-10 | 0.70 | 0.03 | 0.52 | FALSE |
40 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ZNF470 | 0.06 | 0.02 | blup | 72 | 0.03 | 1.8e-04 | -4.9 | 5.7 | 9.9e-09 | 0.61 | 0.11 | 0.88 | FALSE |
41 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ZFP28 | 0.03 | 0.02 | enet | 5 | 0.02 | 1.1e-03 | -4.2 | 5.3 | 1.1e-07 | 0.76 | 0.03 | 0.73 | FALSE |
42 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | ZNF470 | 0.10 | 0.07 | lasso | 3 | 0.08 | 3.3e-04 | -4.9 | 5.2 | 2.4e-07 | 0.37 | 0.07 | 0.48 | FALSE |
43 | The Cancer Genome Atlas | Stomach Adenocarcinoma | ZNF71 | 0.07 | 0.05 | blup | 78 | 0.02 | 1.6e-02 | -4.3 | 5.3 | 1.4e-07 | 0.48 | 0.02 | 0.90 | FALSE |
44 | The Cancer Genome Atlas | Thyroid Carcinoma | ZNF71 | 0.05 | 0.01 | enet | 6 | 0.02 | 1.9e-03 | 5.0 | 5.5 | 5.0e-08 | 0.78 | 0.01 | 0.90 | FALSE |