Best TWAS P=9.9e-26 · Best GWAS P=3.89e-19 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 | PLEKHA1 | 0.07 | 0.02 | enet | 18 | 0.06 | 2.0e-07 | 8.26 | -5.7 | 9.4e-09 | 0.06 | 0.55 | 0.34 | FALSE |
2 | GTEx | Adipose Subcutaneous | ATE1 | 0.19 | 0.02 | enet | 34 | 0.06 | 1.1e-05 | 0.97 | 5.4 | 5.2e-08 | -0.21 | 0.11 | 0.75 | FALSE |
3 | GTEx | Adipose Subcutaneous | RP11-500G22.2 | 0.16 | 0.09 | lasso | 4 | 0.10 | 7.0e-09 | 6.07 | -7.4 | 1.0e-13 | 0.31 | 0.60 | 0.35 | FALSE |
4 | GTEx | Adipose Visceral Omentum | RP11-500G22.2 | 0.29 | 0.00 | enet | 32 | 0.01 | 7.5e-02 | 6.07 | -6.4 | 1.7e-10 | 0.34 | 0.06 | 0.47 | FALSE |
5 | GTEx | Adrenal Gland | RP11-500G22.2 | 0.45 | 0.03 | enet | 74 | 0.09 | 5.2e-04 | 8.83 | -10.0 | 1.7e-23 | 0.27 | 0.05 | 0.66 | TRUE |
6 | GTEx | Artery Aorta | RP11-500G22.2 | 0.23 | 0.05 | lasso | 7 | 0.05 | 6.8e-04 | 6.07 | -6.7 | 1.7e-11 | 0.24 | 0.49 | 0.34 | TRUE |
7 | GTEx | Artery Tibial | ATE1 | 0.19 | 0.02 | enet | 26 | 0.09 | 2.3e-07 | 4.75 | 9.7 | 2.9e-22 | -0.53 | 0.03 | 0.94 | TRUE |
8 | GTEx | Artery Tibial | RP11-500G22.2 | 0.29 | 0.05 | enet | 13 | 0.08 | 4.1e-07 | 6.07 | -5.8 | 8.1e-09 | 0.13 | 0.87 | 0.06 | TRUE |
9 | GTEx | Brain Caudate basal ganglia | RP11-500G22.2 | 0.39 | 0.14 | lasso | 6 | 0.18 | 5.7e-06 | 6.07 | -7.5 | 8.7e-14 | 0.30 | 0.14 | 0.63 | FALSE |
10 | GTEx | Brain Cerebellum | RP11-500G22.2 | 0.50 | 0.01 | lasso | 7 | 0.08 | 2.3e-03 | 0.33 | -5.2 | 2.2e-07 | 0.10 | 0.08 | 0.33 | TRUE |
11 | GTEx | Brain Cortex | RP11-500G22.2 | 0.66 | -0.01 | enet | 36 | 0.01 | 1.5e-01 | -8.68 | -10.5 | 9.9e-26 | 0.46 | 0.05 | 0.60 | TRUE |
12 | GTEx | Brain Nucleus accumbens basal ganglia | RP11-500G22.2 | 0.73 | 0.36 | lasso | 20 | 0.27 | 5.8e-08 | 6.07 | -6.7 | 1.7e-11 | 0.24 | 0.78 | 0.14 | FALSE |
13 | GTEx | Breast Mammary Tissue | RP11-500G22.2 | 0.28 | 0.04 | lasso | 4 | 0.09 | 3.1e-05 | 6.07 | -9.0 | 2.2e-19 | 0.40 | 0.06 | 0.71 | FALSE |
14 | GTEx | Colon Sigmoid | RP11-500G22.2 | 0.54 | 0.00 | lasso | 20 | 0.08 | 1.0e-03 | -2.47 | -8.6 | 6.6e-18 | 0.33 | 0.07 | 0.62 | TRUE |
15 | GTEx | Esophagus Gastroesophageal Junction | RP11-500G22.2 | 0.22 | 0.05 | lasso | 4 | 0.12 | 5.1e-05 | 6.50 | -6.6 | 4.6e-11 | 0.22 | 0.33 | 0.30 | FALSE |
16 | GTEx | Esophagus Mucosa | RP11-500G22.2 | 0.23 | 0.03 | lasso | 10 | 0.02 | 1.4e-02 | 6.07 | -7.0 | 2.7e-12 | 0.07 | 0.30 | 0.32 | FALSE |
17 | GTEx | Esophagus Muscularis | RP11-500G22.2 | 0.21 | 0.03 | lasso | 8 | 0.07 | 8.1e-05 | 3.71 | -8.6 | 8.1e-18 | 0.37 | 0.11 | 0.85 | FALSE |
18 | GTEx | Lung | RP11-500G22.2 | 0.44 | 0.03 | lasso | 15 | 0.08 | 1.3e-06 | 6.07 | -7.1 | 1.5e-12 | 0.43 | 0.39 | 0.49 | TRUE |
19 | GTEx | Muscle Skeletal | RP11-500G22.2 | 0.28 | 0.04 | lasso | 9 | 0.09 | 9.5e-09 | 8.83 | -9.5 | 1.5e-21 | 0.38 | 0.04 | 0.96 | TRUE |
20 | GTEx | Nerve Tibial | RP11-500G22.2 | 0.48 | 0.13 | enet | 40 | 0.28 | 3.0e-20 | 6.07 | -6.6 | 4.1e-11 | 0.14 | 0.98 | 0.02 | FALSE |
21 | GTEx | Skin Sun Exposed Lower leg | RP11-500G22.2 | 0.22 | 0.12 | lasso | 5 | 0.14 | 2.3e-11 | 6.07 | -8.0 | 1.8e-15 | 0.30 | 0.95 | 0.04 | FALSE |
22 | GTEx | Testis | RP11-500G22.2 | 0.32 | 0.03 | lasso | 9 | 0.05 | 2.1e-03 | 8.83 | -8.5 | 2.0e-17 | 0.33 | 0.04 | 0.92 | TRUE |
23 | GTEx | Thyroid | RP11-500G22.2 | 0.32 | 0.08 | lasso | 11 | 0.14 | 8.3e-11 | 8.73 | -7.9 | 3.2e-15 | 0.32 | 0.03 | 0.97 | TRUE |
24 | ROSMAP | Brain Pre-frontal Cortex | RP11-500G22.2 | 0.55 | 0.31 | enet | 46 | 0.55 | 1.9e-85 | 6.07 | -7.7 | 9.6e-15 | 0.30 | 1.00 | 0.00 | FALSE |
25 | The Cancer Genome Atlas | Breast Invasive Carcinoma | BTBD16 | 0.05 | 0.04 | blup | 146 | 0.05 | 6.3e-10 | 8.51 | -8.2 | 2.0e-16 | -0.03 | 0.01 | 0.99 | FALSE |
26 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ARMS2 | 0.04 | 0.02 | lasso | 3 | 0.01 | 2.7e-02 | 7.64 | 7.0 | 2.1e-12 | 0.01 | 0.18 | 0.35 | TRUE |
27 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | ARMS2 | 0.23 | 0.20 | lasso | 2 | 0.21 | 7.0e-09 | 5.29 | 5.5 | 3.8e-08 | 0.00 | 0.73 | 0.22 | FALSE |
28 | The Cancer Genome Atlas | Prostate Adenocarcinoma | BTBD16 | 0.31 | 0.31 | enet | 16 | 0.36 | 2.4e-39 | 8.52 | -7.6 | 4.0e-14 | -0.01 | 0.00 | 1.00 | FALSE |
29 | The Cancer Genome Atlas | Soft Tissue Sarcoma | BTBD16 | 0.07 | 0.03 | blup | 147 | 0.05 | 7.3e-04 | 7.63 | -8.7 | 2.4e-18 | -0.02 | 0.02 | 0.97 | TRUE |
30 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | ATE1 | 0.24 | -0.01 | blup | 126 | 0.03 | 5.0e-02 | 4.69 | 5.9 | 4.3e-09 | -0.16 | 0.02 | 0.21 | TRUE |