Best TWAS P=6.05e-15 · Best GWAS P=1.15e-13 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 | PPP6C | 0.03 | 0.01 | bslmm | 315 | 0.01 | 2.2e-02 | -6.7 | 5.9 | 2.7e-09 | 0.04 | 0.10 | 0.19 | TRUE |
2 | GTEx | Adipose Subcutaneous | PPP6C | 0.06 | 0.10 | lasso | 3 | 0.07 | 3.2e-06 | -6.7 | 7.0 | 2.7e-12 | 0.26 | 0.27 | 0.73 | FALSE |
3 | GTEx | Adipose Subcutaneous | PBX3 | 0.17 | 0.08 | lasso | 6 | 0.10 | 2.4e-08 | -5.3 | -5.5 | 5.0e-08 | -0.43 | 0.99 | 0.00 | FALSE |
4 | GTEx | Artery Aorta | PRPS1P2 | 0.08 | 0.10 | lasso | 4 | 0.08 | 2.1e-05 | 5.5 | -6.5 | 6.8e-11 | -0.45 | 0.23 | 0.56 | FALSE |
5 | GTEx | Artery Tibial | GAPVD1 | 0.11 | 0.16 | enet | 19 | 0.16 | 6.4e-13 | 6.4 | 7.4 | 1.7e-13 | 0.54 | 0.24 | 0.76 | TRUE |
6 | GTEx | Artery Tibial | PBX3 | 0.11 | 0.07 | lasso | 2 | 0.06 | 8.1e-06 | -5.8 | -6.1 | 1.0e-09 | -0.56 | 0.60 | 0.08 | FALSE |
7 | GTEx | Artery Tibial | PRPS1P2 | 0.06 | 0.06 | enet | 6 | 0.05 | 9.2e-05 | -6.9 | -6.9 | 6.5e-12 | -0.25 | 0.20 | 0.80 | FALSE |
8 | GTEx | Brain Cerebellum | PRPS1P2 | 0.09 | 0.08 | enet | 16 | 0.04 | 2.8e-02 | 6.8 | -7.6 | 2.1e-14 | -0.43 | 0.14 | 0.42 | FALSE |
9 | GTEx | Breast Mammary Tissue | PPP6C | 0.11 | 0.08 | enet | 10 | 0.08 | 7.0e-05 | -6.8 | 6.5 | 8.6e-11 | 0.16 | 0.20 | 0.72 | FALSE |
10 | GTEx | Breast Mammary Tissue (Male) | PPP6C | 0.12 | 0.03 | enet | 12 | 0.03 | 6.5e-02 | -6.8 | 6.7 | 1.7e-11 | 0.21 | 0.06 | 0.20 | FALSE |
11 | GTEx | Breast Mammary Tissue (Female) | PPP6C | 0.14 | 0.04 | lasso | 4 | 0.04 | 3.1e-02 | -6.8 | 7.4 | 9.8e-14 | 0.29 | 0.16 | 0.58 | FALSE |
12 | GTEx | Cells EBV-transformed lymphocytes | GOLGA1 | 0.13 | 0.00 | enet | 8 | 0.06 | 3.8e-03 | -6.6 | -6.6 | 4.2e-11 | -0.28 | 0.19 | 0.56 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | PPP6C | 0.07 | 0.05 | enet | 20 | 0.06 | 5.2e-05 | -6.6 | 5.6 | 2.8e-08 | 0.13 | 0.26 | 0.73 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | MAPKAP1 | 0.04 | 0.03 | lasso | 3 | 0.02 | 6.5e-03 | 6.6 | 6.6 | 4.6e-11 | 0.86 | 0.09 | 0.83 | TRUE |
15 | GTEx | Cells Transformed fibroblasts | PBX3 | 0.05 | 0.02 | enet | 7 | 0.00 | 1.4e-01 | 6.3 | -7.2 | 6.9e-13 | -0.86 | 0.14 | 0.67 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | PRPS1P2 | 0.09 | 0.11 | enet | 8 | 0.13 | 9.6e-10 | -6.6 | -6.4 | 1.3e-10 | -0.21 | 0.29 | 0.71 | FALSE |
17 | GTEx | Colon Sigmoid | PBX3 | 0.23 | 0.22 | lasso | 3 | 0.16 | 1.9e-06 | -5.5 | -5.3 | 1.0e-07 | -0.49 | 0.91 | 0.03 | FALSE |
18 | GTEx | Colon Transverse | PRPS1P2 | 0.11 | 0.10 | lasso | 1 | 0.08 | 1.8e-04 | -6.5 | -6.5 | 6.2e-11 | -0.28 | 0.22 | 0.68 | FALSE |
19 | GTEx | Esophagus Gastroesophageal Junction | PBX3 | 0.21 | 0.19 | lasso | 5 | 0.14 | 1.0e-05 | -5.5 | -5.8 | 5.3e-09 | -0.51 | 0.35 | 0.58 | FALSE |
20 | GTEx | Esophagus Mucosa | PPP6C | 0.07 | 0.07 | enet | 21 | 0.08 | 7.1e-06 | -6.3 | 6.5 | 6.7e-11 | 0.22 | 0.24 | 0.76 | FALSE |
21 | GTEx | Esophagus Mucosa | PRPS1P2 | 0.07 | 0.08 | lasso | 3 | 0.07 | 1.5e-05 | -6.8 | -6.7 | 1.8e-11 | -0.26 | 0.21 | 0.76 | FALSE |
22 | GTEx | Esophagus Muscularis | PBX3 | 0.12 | 0.08 | lasso | 7 | 0.09 | 4.2e-06 | -5.8 | -6.2 | 5.0e-10 | -0.58 | 0.81 | 0.18 | FALSE |
23 | GTEx | Heart Atrial Appendage | PBX3 | 0.10 | 0.08 | lasso | 6 | 0.04 | 9.0e-03 | -5.5 | -6.4 | 1.9e-10 | -0.51 | 0.28 | 0.13 | FALSE |
24 | GTEx | Heart Left Ventricle | PBX3 | 0.21 | 0.22 | lasso | 4 | 0.21 | 3.3e-11 | -5.3 | -5.3 | 9.1e-08 | -0.40 | 1.00 | 0.00 | FALSE |
25 | GTEx | Lung | PRPS1P2 | 0.05 | 0.05 | lasso | 2 | 0.04 | 3.4e-04 | -5.4 | -6.4 | 1.5e-10 | -0.16 | 0.24 | 0.65 | FALSE |
26 | GTEx | Muscle Skeletal | PPP6C | 0.03 | 0.03 | enet | 6 | 0.01 | 3.0e-02 | -6.4 | 7.0 | 2.8e-12 | 0.26 | 0.21 | 0.62 | FALSE |
27 | GTEx | Muscle Skeletal | GAPVD1 | 0.13 | 0.10 | lasso | 3 | 0.09 | 4.7e-09 | 6.7 | -6.8 | 8.1e-12 | -0.54 | 0.19 | 0.81 | FALSE |
28 | GTEx | Nerve Tibial | PPP6C | 0.12 | 0.14 | enet | 18 | 0.16 | 3.6e-11 | -6.7 | 6.4 | 1.4e-10 | 0.12 | 0.25 | 0.75 | FALSE |
29 | GTEx | Nerve Tibial | GAPVD1 | 0.17 | 0.08 | lasso | 10 | 0.10 | 9.3e-08 | -6.3 | 7.5 | 7.6e-14 | 0.40 | 0.20 | 0.80 | FALSE |
30 | GTEx | Nerve Tibial | PBX3 | 0.08 | 0.03 | enet | 21 | 0.03 | 2.3e-03 | -5.3 | -5.1 | 3.1e-07 | -0.35 | 0.32 | 0.12 | FALSE |
31 | GTEx | Nerve Tibial | PRPS1P2 | 0.11 | 0.11 | enet | 9 | 0.10 | 1.4e-07 | -6.8 | -7.2 | 5.0e-13 | -0.22 | 0.26 | 0.74 | FALSE |
32 | GTEx | Ovary | PRPS1P2 | 0.14 | 0.14 | lasso | 2 | 0.05 | 2.9e-02 | -6.7 | -7.2 | 8.3e-13 | -0.25 | 0.12 | 0.39 | FALSE |
33 | GTEx | Pancreas | PRPS1P2 | 0.16 | 0.13 | lasso | 6 | 0.12 | 8.7e-06 | -6.9 | -6.8 | 8.4e-12 | -0.26 | 0.20 | 0.79 | FALSE |
34 | GTEx | Skin Not Sun Exposed Suprapubic | PPP6C | 0.08 | 0.06 | lasso | 4 | 0.05 | 7.8e-04 | -6.8 | 6.9 | 6.8e-12 | 0.15 | 0.23 | 0.51 | FALSE |
35 | GTEx | Skin Not Sun Exposed Suprapubic | PBX3 | 0.12 | 0.13 | lasso | 2 | 0.13 | 1.8e-07 | -5.8 | -5.7 | 1.5e-08 | -0.45 | 0.96 | 0.01 | FALSE |
36 | GTEx | Skin Not Sun Exposed Suprapubic | PRPS1P2 | 0.09 | 0.01 | lasso | 5 | 0.02 | 4.6e-02 | 4.5 | -5.2 | 2.2e-07 | -0.27 | 0.19 | 0.26 | FALSE |
37 | GTEx | Skin Sun Exposed Lower leg | PPP6C | 0.11 | 0.10 | lasso | 5 | 0.09 | 9.1e-08 | -6.7 | 6.0 | 2.6e-09 | 0.06 | 0.33 | 0.67 | FALSE |
38 | GTEx | Skin Sun Exposed Lower leg | RABEPK | 0.07 | 0.05 | lasso | 4 | 0.05 | 6.3e-05 | -6.7 | 6.7 | 2.1e-11 | 0.15 | 0.33 | 0.64 | FALSE |
39 | GTEx | Skin Sun Exposed Lower leg | GAPVD1 | 0.04 | 0.01 | lasso | 4 | 0.01 | 3.8e-02 | -6.8 | 7.8 | 6.1e-15 | 0.39 | 0.21 | 0.69 | TRUE |
40 | GTEx | Spleen | MAPKAP1 | 0.30 | 0.12 | lasso | 6 | 0.04 | 2.7e-02 | 5.9 | 5.2 | 2.5e-07 | 0.66 | 0.13 | 0.50 | FALSE |
41 | GTEx | Spleen | PRPS1P2 | 0.18 | 0.02 | lasso | 4 | 0.04 | 3.9e-02 | -6.7 | -7.8 | 8.0e-15 | -0.29 | 0.09 | 0.25 | FALSE |
42 | GTEx | Testis | PBX3 | 0.19 | 0.22 | lasso | 3 | 0.20 | 4.7e-09 | -5.0 | -5.5 | 4.6e-08 | -0.46 | 0.96 | 0.02 | FALSE |
43 | GTEx | Thyroid | ARPC5L | 0.18 | 0.12 | enet | 17 | 0.16 | 1.5e-12 | -3.8 | -5.7 | 1.1e-08 | -0.28 | 0.99 | 0.01 | TRUE |
44 | GTEx | Thyroid | GAPVD1 | 0.05 | 0.05 | enet | 13 | 0.01 | 6.6e-02 | 6.8 | 7.2 | 4.7e-13 | 0.52 | 0.17 | 0.81 | FALSE |
45 | GTEx | Thyroid | PBX3 | 0.07 | 0.00 | lasso | 6 | 0.01 | 4.7e-02 | -4.9 | -6.4 | 2.0e-10 | -0.29 | 0.33 | 0.24 | FALSE |
46 | GTEx | Thyroid | PRPS1P2 | 0.08 | 0.09 | enet | 18 | 0.07 | 4.0e-06 | -6.9 | -7.4 | 1.4e-13 | -0.27 | 0.22 | 0.77 | FALSE |
47 | GTEx | Whole Blood | RABEPK | 0.10 | 0.11 | enet | 14 | 0.09 | 7.2e-09 | -6.7 | 6.3 | 2.2e-10 | 0.22 | 0.32 | 0.68 | FALSE |
48 | METSIM | Adipose | ARPC5L | 0.02 | 0.01 | blup | 270 | 0.02 | 1.5e-03 | -6.7 | -5.3 | 1.1e-07 | -0.15 | 0.16 | 0.66 | FALSE |
49 | NTR | Blood | MAPKAP1 | 0.03 | 0.01 | blup | 441 | 0.02 | 2.3e-07 | 6.5 | 7.0 | 2.9e-12 | 0.77 | 0.20 | 0.80 | TRUE |
50 | NTR | Blood | PPP6C | 0.03 | 0.03 | lasso | 6 | 0.03 | 5.4e-11 | -6.8 | 7.0 | 1.8e-12 | 0.23 | 0.26 | 0.74 | FALSE |
51 | ROSMAP | Brain Pre-frontal Cortex | PPP6C | 0.11 | 0.19 | lasso | 5 | 0.20 | 8.6e-26 | -6.7 | 7.0 | 2.2e-12 | 0.21 | 0.31 | 0.69 | FALSE |
52 | ROSMAP | Brain Pre-frontal Cortex | SCAI | 0.02 | 0.00 | bslmm | 316 | 0.00 | 3.3e-01 | 6.1 | 6.5 | 9.3e-11 | 0.59 | 0.04 | 0.22 | FALSE |
53 | YFS | Blood | RABEPK | 0.12 | 0.21 | bslmm | 317 | 0.22 | 2.4e-71 | -6.6 | 7.2 | 7.9e-13 | 0.32 | 0.58 | 0.42 | FALSE |
54 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PPP6C | 0.03 | 0.03 | lasso | 5 | 0.03 | 7.3e-07 | -6.7 | 7.0 | 3.2e-12 | 0.19 | 0.04 | 0.96 | FALSE |
55 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RABEPK | 0.02 | 0.02 | lasso | 2 | 0.02 | 1.4e-04 | -6.7 | 6.6 | 3.0e-11 | 0.14 | 0.03 | 0.87 | FALSE |
56 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PPP6C | 0.07 | 0.08 | lasso | 3 | 0.09 | 5.4e-10 | -6.8 | 7.1 | 1.3e-12 | 0.24 | 0.02 | 0.98 | FALSE |
57 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PPP6C | 0.05 | 0.06 | lasso | 3 | 0.05 | 1.1e-03 | -6.8 | 7.2 | 8.5e-13 | 0.19 | 0.03 | 0.78 | FALSE |
58 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PPP6C | 0.02 | 0.02 | lasso | 2 | 0.01 | 1.5e-02 | -6.6 | 6.5 | 9.3e-11 | 0.27 | 0.02 | 0.62 | FALSE |
59 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SCAI | 0.02 | 0.02 | blup | 94 | 0.01 | 2.1e-02 | -3.8 | 5.5 | 4.8e-08 | 0.21 | 0.15 | 0.24 | FALSE |
60 | The Cancer Genome Atlas | Lung Adenocarcinoma | PPP6C | 0.02 | 0.02 | lasso | 4 | 0.02 | 7.6e-04 | -6.9 | 6.8 | 1.1e-11 | 0.26 | 0.03 | 0.96 | FALSE |
61 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | PPP6C | 0.17 | 0.06 | enet | 5 | 0.09 | 2.0e-04 | -6.7 | 6.7 | 2.1e-11 | 0.15 | 0.02 | 0.45 | FALSE |
62 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GAPVD1 | 0.02 | 0.04 | enet | 4 | 0.01 | 9.8e-03 | 6.6 | -5.8 | 7.5e-09 | -0.55 | 0.05 | 0.76 | FALSE |
63 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PBX3 | 0.03 | 0.03 | blup | 65 | 0.04 | 5.4e-05 | -5.3 | -5.7 | 1.3e-08 | -0.47 | 0.42 | 0.54 | FALSE |
64 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PPP6C | 0.06 | 0.08 | lasso | 7 | 0.07 | 1.8e-07 | -6.8 | 6.4 | 1.3e-10 | 0.24 | 0.03 | 0.97 | FALSE |
65 | The Cancer Genome Atlas | Stomach Adenocarcinoma | PPP6C | 0.05 | 0.04 | blup | 46 | 0.03 | 3.8e-03 | -6.8 | 6.5 | 1.0e-10 | 0.26 | 0.02 | 0.96 | FALSE |
66 | The Cancer Genome Atlas | Thyroid Carcinoma | PPP6C | 0.08 | 0.13 | enet | 9 | 0.13 | 5.5e-13 | -6.8 | 7.1 | 1.2e-12 | 0.26 | 0.03 | 0.97 | FALSE |