Best TWAS P=3.34e-11 · Best GWAS P=4.43e-11 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 | TOM1L2 | 0.19 | 0.24 | bslmm | 425 | 0.24 | 2.4e-29 | 6.2 | -6.1 | 8.2e-10 | -0.95 | 0.02 | 0.98 | FALSE |
2 | GTEx | Adipose Subcutaneous | TOM1L2 | 0.04 | 0.04 | lasso | 3 | 0.04 | 5.3e-04 | 6.2 | -6.0 | 2.0e-09 | -0.95 | 0.08 | 0.90 | FALSE |
3 | GTEx | Adipose Visceral Omentum | TOM1L2 | 0.15 | 0.13 | lasso | 4 | 0.11 | 3.6e-06 | 6.2 | -6.2 | 4.1e-10 | -0.96 | 0.10 | 0.90 | FALSE |
4 | GTEx | Adrenal Gland | SREBF1 | 0.17 | 0.11 | lasso | 4 | 0.09 | 3.5e-04 | 5.1 | 5.3 | 1.4e-07 | 0.79 | 0.12 | 0.34 | FALSE |
5 | GTEx | Artery Aorta | TTC19 | 0.06 | 0.00 | lasso | 3 | 0.00 | 7.1e-01 | 4.8 | -5.7 | 1.5e-08 | 0.08 | 0.08 | 0.32 | TRUE |
6 | GTEx | Artery Aorta | AC122129.1 | 0.06 | 0.01 | lasso | 5 | 0.00 | 3.6e-01 | 6.2 | -5.5 | 4.9e-08 | -0.90 | 0.08 | 0.69 | FALSE |
7 | GTEx | Brain Caudate basal ganglia | ALKBH5 | 0.12 | 0.00 | lasso | 6 | 0.03 | 4.4e-02 | 4.9 | -5.7 | 1.6e-08 | -0.74 | 0.14 | 0.35 | FALSE |
8 | GTEx | Brain Cerebellum | TOM1L2 | 0.10 | 0.06 | lasso | 5 | 0.02 | 6.6e-02 | 6.3 | -6.4 | 2.0e-10 | -0.93 | 0.05 | 0.79 | FALSE |
9 | GTEx | Brain Frontal Cortex BA9 | ZSWIM7 | 0.15 | 0.21 | lasso | 3 | 0.20 | 6.3e-06 | 5.2 | 5.1 | 2.9e-07 | -0.08 | 0.04 | 0.95 | FALSE |
10 | GTEx | Breast Mammary Tissue | ALKBH5 | 0.07 | 0.09 | enet | 6 | 0.08 | 6.1e-05 | -4.8 | -5.3 | 1.4e-07 | -0.55 | 0.30 | 0.14 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | SREBF1 | 0.09 | 0.01 | lasso | 11 | 0.01 | 3.2e-02 | 5.8 | 5.6 | 1.9e-08 | 0.81 | 0.13 | 0.42 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | CCDC144B | 0.06 | 0.02 | enet | 10 | 0.06 | 2.9e-05 | -3.5 | -5.4 | 6.8e-08 | -0.46 | 0.38 | 0.32 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | TOM1L2 | 0.05 | 0.00 | enet | 14 | 0.00 | 2.8e-01 | 3.0 | -5.6 | 2.7e-08 | -0.71 | 0.06 | 0.74 | FALSE |
14 | GTEx | Colon Sigmoid | RP11-258F1.1 | 0.09 | 0.01 | lasso | 13 | 0.00 | 2.1e-01 | -4.8 | -5.3 | 1.0e-07 | -0.55 | 0.09 | 0.15 | FALSE |
15 | GTEx | Esophagus Mucosa | ALKBH5 | 0.09 | 0.08 | lasso | 8 | 0.06 | 9.3e-05 | -4.8 | -5.3 | 1.1e-07 | -0.49 | 0.41 | 0.12 | FALSE |
16 | GTEx | Esophagus Mucosa | DRG2 | 0.06 | 0.00 | enet | 19 | 0.01 | 1.3e-01 | 5.1 | -5.8 | 8.4e-09 | -0.64 | 0.11 | 0.14 | FALSE |
17 | GTEx | Esophagus Mucosa | LLGL1 | 0.38 | 0.39 | lasso | 6 | 0.39 | 8.0e-28 | -5.2 | -5.3 | 1.4e-07 | -0.37 | 0.94 | 0.06 | FALSE |
18 | GTEx | Esophagus Muscularis | TOM1L2 | 0.06 | 0.07 | enet | 12 | 0.05 | 4.3e-04 | 5.8 | -6.0 | 2.5e-09 | -0.88 | 0.21 | 0.77 | FALSE |
19 | GTEx | Heart Atrial Appendage | AC122129.1 | 0.15 | 0.02 | enet | 9 | 0.08 | 1.4e-04 | 2.8 | -5.4 | 5.4e-08 | -0.57 | 0.16 | 0.48 | FALSE |
20 | GTEx | Liver | PEMT | 0.25 | -0.01 | enet | 11 | 0.01 | 1.5e-01 | -2.8 | -5.4 | 7.0e-08 | -0.50 | 0.06 | 0.19 | FALSE |
21 | GTEx | Lung | TOM1L2 | 0.07 | 0.02 | lasso | 6 | 0.03 | 1.4e-03 | 5.8 | -6.3 | 2.7e-10 | -0.85 | 0.16 | 0.82 | FALSE |
22 | GTEx | Lung | RP11-258F1.1 | 0.05 | 0.00 | lasso | 5 | 0.00 | 4.1e-01 | 5.0 | -5.7 | 1.2e-08 | -0.85 | 0.10 | 0.52 | FALSE |
23 | GTEx | Muscle Skeletal | TOM1L2 | 0.08 | 0.11 | lasso | 6 | 0.10 | 5.3e-10 | 6.2 | -6.4 | 1.3e-10 | -0.98 | 0.04 | 0.96 | FALSE |
24 | GTEx | Muscle Skeletal | AC122129.1 | 0.13 | 0.14 | lasso | 4 | 0.13 | 7.3e-13 | 6.0 | -6.1 | 8.8e-10 | -0.95 | 0.20 | 0.80 | FALSE |
25 | GTEx | Pancreas | TTC19 | 0.12 | 0.09 | enet | 9 | 0.07 | 8.5e-04 | 4.7 | -5.6 | 2.3e-08 | 0.09 | 0.13 | 0.64 | FALSE |
26 | GTEx | Pancreas | ADORA2B | 0.12 | 0.16 | enet | 9 | 0.14 | 1.5e-06 | 5.2 | 5.2 | 2.5e-07 | -0.08 | 0.04 | 0.96 | FALSE |
27 | GTEx | Pituitary | TOM1L2 | 0.43 | 0.20 | enet | 18 | 0.11 | 1.3e-03 | -3.3 | -5.2 | 1.6e-07 | -0.86 | 0.14 | 0.86 | FALSE |
28 | GTEx | Skin Not Sun Exposed Suprapubic | ADORA2B | 0.15 | 0.13 | lasso | 3 | 0.12 | 3.8e-07 | 5.3 | 5.3 | 1.1e-07 | -0.09 | 0.03 | 0.97 | FALSE |
29 | GTEx | Skin Sun Exposed Lower leg | DRG2 | 0.06 | 0.07 | lasso | 4 | 0.08 | 6.5e-07 | 5.1 | -5.6 | 2.0e-08 | -0.79 | 0.24 | 0.75 | FALSE |
30 | GTEx | Spleen | ADORA2B | 0.23 | 0.27 | enet | 10 | 0.24 | 7.4e-07 | 4.8 | 5.5 | 4.6e-08 | -0.08 | 0.05 | 0.94 | FALSE |
31 | GTEx | Testis | ALKBH5 | 0.18 | 0.06 | enet | 14 | 0.11 | 1.3e-05 | 2.2 | -5.9 | 3.9e-09 | -0.59 | 0.21 | 0.66 | FALSE |
32 | GTEx | Whole Blood | SREBF1 | 0.04 | 0.06 | lasso | 5 | 0.05 | 2.4e-05 | 6.2 | -6.2 | 6.1e-10 | -0.96 | 0.05 | 0.95 | FALSE |
33 | GTEx | Whole Blood | ADORA2B | 0.08 | 0.00 | lasso | 5 | 0.00 | 2.5e-01 | 3.8 | 5.4 | 6.5e-08 | -0.05 | 0.04 | 0.68 | FALSE |
34 | METSIM | Adipose | ALKBH5 | 0.08 | 0.05 | blup | 285 | 0.04 | 3.0e-07 | -4.8 | -5.4 | 6.3e-08 | -0.54 | 0.98 | 0.02 | FALSE |
35 | ROSMAP | Brain Pre-frontal Cortex | TOM1L2 | 0.15 | 0.11 | blup | 414 | 0.10 | 1.4e-12 | 6.2 | -6.0 | 2.0e-09 | -0.85 | 0.02 | 0.98 | FALSE |
36 | YFS | Blood | PIGL | 0.02 | 0.02 | blup | 279 | 0.02 | 1.5e-06 | 3.0 | 5.7 | 1.6e-08 | -0.06 | 0.18 | 0.82 | FALSE |
37 | YFS | Blood | SREBF1 | 0.07 | 0.11 | lasso | 7 | 0.11 | 2.2e-33 | 6.6 | -6.6 | 3.3e-11 | -0.98 | 0.01 | 0.99 | TRUE |
38 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TOM1L2 | 0.01 | 0.01 | blup | 83 | 0.01 | 1.8e-03 | 5.3 | -6.1 | 1.2e-09 | -0.95 | 0.05 | 0.85 | FALSE |
39 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | ADORA2B | 0.28 | 0.24 | enet | 14 | 0.27 | 7.3e-16 | 4.7 | 5.5 | 3.2e-08 | -0.07 | 0.02 | 0.97 | FALSE |
40 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ALKBH5 | 0.05 | 0.04 | lasso | 1 | 0.03 | 9.1e-05 | -5.2 | -5.2 | 1.9e-07 | -0.36 | 0.00 | 0.99 | FALSE |
41 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | ADORA2B | 0.13 | 0.17 | blup | 37 | 0.16 | 8.2e-08 | 4.9 | 5.5 | 4.7e-08 | -0.07 | 0.01 | 0.98 | FALSE |
42 | The Cancer Genome Atlas | Lung Adenocarcinoma | ZSWIM7 | 0.05 | 0.05 | blup | 48 | 0.05 | 3.3e-06 | 4.7 | 5.2 | 2.6e-07 | -0.08 | 0.02 | 0.98 | FALSE |
43 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | ADORA2B | 0.10 | 0.07 | enet | 9 | 0.08 | 5.0e-06 | 4.7 | 5.3 | 1.1e-07 | -0.07 | 0.01 | 0.98 | FALSE |
44 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | LRRC48 | 0.07 | 0.05 | enet | 12 | 0.04 | 7.0e-03 | 5.8 | 5.7 | 1.6e-08 | 0.89 | 0.03 | 0.66 | FALSE |
45 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ZSWIM7 | 0.15 | 0.25 | enet | 13 | 0.26 | 2.0e-27 | 4.9 | 5.1 | 3.1e-07 | -0.08 | 0.01 | 0.99 | FALSE |
46 | The Cancer Genome Atlas | Stomach Adenocarcinoma | SREBF1 | 0.04 | 0.03 | blup | 32 | 0.02 | 7.8e-03 | 4.9 | 6.0 | 1.7e-09 | 0.94 | 0.02 | 0.66 | FALSE |