Best TWAS P=1.32e-09 · Best GWAS P=2.11e-09 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 | ADCY7 | 0.10 | 0.02 | enet | 23 | 0.05 | 7.8e-07 | 5.3 | -5.8 | 6.5e-09 | 0.30 | 0.12 | 0.81 | TRUE |
2 | GTEx | Adipose Subcutaneous | HEATR3 | 0.17 | 0.19 | lasso | 8 | 0.20 | 2.3e-16 | -5.4 | 5.2 | 2.2e-07 | -0.74 | 0.13 | 0.87 | FALSE |
3 | GTEx | Artery Aorta | HEATR3 | 0.41 | 0.41 | enet | 62 | 0.42 | 5.4e-25 | -5.2 | 5.3 | 1.1e-07 | -0.67 | 0.14 | 0.86 | TRUE |
4 | GTEx | Artery Tibial | HEATR3 | 0.27 | 0.31 | enet | 17 | 0.32 | 2.1e-25 | -5.4 | 5.7 | 1.0e-08 | -0.73 | 0.12 | 0.88 | FALSE |
5 | GTEx | Brain Cerebellum | HEATR3 | 0.70 | 0.66 | lasso | 7 | 0.69 | 1.4e-27 | -5.2 | 5.5 | 3.4e-08 | -0.76 | 0.17 | 0.83 | FALSE |
6 | GTEx | Brain Cerebellum | RP11-429P3.3 | 0.40 | 0.22 | enet | 11 | 0.26 | 1.9e-08 | -5.2 | 5.9 | 4.7e-09 | -0.83 | 0.07 | 0.92 | TRUE |
7 | GTEx | Brain Cortex | HEATR3 | 0.51 | 0.46 | lasso | 11 | 0.47 | 8.5e-15 | -5.2 | 5.1 | 3.0e-07 | -0.72 | 0.15 | 0.85 | FALSE |
8 | GTEx | Brain Frontal Cortex BA9 | HEATR3 | 0.30 | 0.20 | lasso | 10 | 0.16 | 5.6e-05 | -5.4 | 5.3 | 1.0e-07 | -0.72 | 0.06 | 0.83 | FALSE |
9 | GTEx | Brain Hippocampus | HEATR3 | 0.27 | 0.23 | enet | 9 | 0.19 | 3.9e-05 | -5.2 | 5.4 | 5.7e-08 | -0.75 | 0.06 | 0.82 | FALSE |
10 | GTEx | Brain Hypothalamus | HEATR3 | 0.26 | 0.01 | lasso | 6 | 0.01 | 1.9e-01 | -5.2 | 5.7 | 1.1e-08 | -0.82 | 0.03 | 0.73 | FALSE |
11 | GTEx | Brain Nucleus accumbens basal ganglia | HEATR3 | 0.36 | 0.20 | enet | 18 | 0.24 | 3.8e-07 | -5.4 | 5.8 | 7.6e-09 | -0.75 | 0.11 | 0.88 | FALSE |
12 | GTEx | Breast Mammary Tissue | HEATR3 | 0.33 | 0.26 | lasso | 6 | 0.25 | 2.6e-13 | -5.4 | 5.1 | 3.0e-07 | -0.70 | 0.11 | 0.88 | FALSE |
13 | GTEx | Colon Sigmoid | HEATR3 | 0.27 | 0.32 | lasso | 5 | 0.28 | 1.6e-10 | -5.4 | 5.3 | 1.1e-07 | -0.73 | 0.12 | 0.88 | FALSE |
14 | GTEx | Colon Transverse | HEATR3 | 0.36 | 0.36 | lasso | 7 | 0.36 | 9.1e-18 | -5.4 | 5.3 | 1.0e-07 | -0.73 | 0.11 | 0.89 | FALSE |
15 | GTEx | Esophagus Gastroesophageal Junction | HEATR3 | 0.36 | 0.26 | lasso | 6 | 0.25 | 1.7e-09 | -5.2 | 5.4 | 7.1e-08 | -0.77 | 0.15 | 0.85 | FALSE |
16 | GTEx | Esophagus Mucosa | HEATR3 | 0.18 | 0.16 | lasso | 11 | 0.15 | 2.6e-10 | -5.4 | 5.2 | 2.2e-07 | -0.74 | 0.13 | 0.87 | FALSE |
17 | GTEx | Esophagus Muscularis | HEATR3 | 0.40 | 0.38 | lasso | 8 | 0.39 | 6.1e-25 | -5.4 | 5.2 | 2.0e-07 | -0.71 | 0.11 | 0.89 | FALSE |
18 | GTEx | Heart Atrial Appendage | HEATR3 | 0.30 | 0.30 | lasso | 8 | 0.27 | 1.1e-12 | -5.2 | 5.2 | 1.7e-07 | -0.74 | 0.16 | 0.84 | FALSE |
19 | GTEx | Heart Left Ventricle | HEATR3 | 0.29 | 0.14 | enet | 25 | 0.22 | 8.4e-12 | -5.4 | 5.6 | 2.2e-08 | -0.65 | 0.13 | 0.87 | TRUE |
20 | GTEx | Lung | HEATR3 | 0.34 | 0.40 | enet | 19 | 0.41 | 6.4e-34 | -5.2 | 5.4 | 8.5e-08 | -0.72 | 0.15 | 0.85 | TRUE |
21 | GTEx | Nerve Tibial | RP11-429P3.3 | 0.18 | 0.12 | enet | 13 | 0.12 | 1.7e-08 | -5.4 | 5.4 | 5.7e-08 | -0.67 | 0.12 | 0.87 | FALSE |
22 | GTEx | Pituitary | HEATR3 | 0.55 | 0.36 | lasso | 7 | 0.48 | 1.3e-13 | -5.2 | 5.5 | 4.3e-08 | -0.87 | 0.05 | 0.95 | TRUE |
23 | GTEx | Skin Not Sun Exposed Suprapubic | HEATR3 | 0.22 | 0.18 | lasso | 9 | 0.18 | 5.0e-10 | -5.4 | 5.2 | 1.7e-07 | -0.72 | 0.12 | 0.88 | FALSE |
24 | GTEx | Spleen | HEATR3 | 0.43 | 0.13 | lasso | 9 | 0.13 | 2.7e-04 | -5.4 | 5.3 | 9.8e-08 | -0.71 | 0.07 | 0.89 | TRUE |
25 | GTEx | Stomach | HEATR3 | 0.36 | 0.27 | enet | 14 | 0.28 | 1.6e-13 | -4.9 | 5.7 | 1.2e-08 | -0.81 | 0.14 | 0.86 | FALSE |
26 | GTEx | Testis | HEATR3 | 0.47 | 0.37 | enet | 33 | 0.38 | 4.5e-18 | -5.4 | 6.0 | 2.0e-09 | -0.76 | 0.13 | 0.87 | FALSE |
27 | GTEx | Testis | RP11-429P3.3 | 0.21 | 0.03 | lasso | 5 | 0.03 | 1.6e-02 | -5.4 | 5.3 | 1.1e-07 | -0.73 | 0.07 | 0.52 | FALSE |
28 | GTEx | Thyroid | HEATR3 | 0.34 | 0.37 | enet | 19 | 0.37 | 6.6e-30 | -5.2 | 5.7 | 9.8e-09 | -0.74 | 0.17 | 0.83 | FALSE |
29 | GTEx | Whole Blood | RP11-429P3.3 | 0.08 | 0.01 | enet | 12 | 0.01 | 2.6e-02 | 4.2 | 5.2 | 2.3e-07 | -0.53 | 0.06 | 0.75 | FALSE |
30 | METSIM | Adipose | HEATR3 | 0.18 | 0.23 | lasso | 7 | 0.23 | 1.9e-33 | -5.4 | 5.5 | 3.5e-08 | -0.74 | 0.13 | 0.87 | FALSE |
31 | The Cancer Genome Atlas | Glioblastoma Multiforme | HEATR3 | 0.13 | 0.07 | blup | 39 | 0.10 | 5.1e-04 | -5.7 | 5.6 | 1.7e-08 | -0.81 | 0.02 | 0.84 | FALSE |
32 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | HEATR3 | 0.14 | 0.04 | blup | 39 | 0.08 | 3.2e-04 | -4.9 | 6.1 | 1.3e-09 | -0.69 | 0.03 | 0.51 | TRUE |
33 | The Cancer Genome Atlas | Thyroid Carcinoma | HEATR3 | 0.16 | 0.20 | blup | 39 | 0.21 | 6.4e-20 | -5.3 | 5.7 | 9.3e-09 | -0.76 | 0.10 | 0.90 | TRUE |
34 | The Cancer Genome Atlas | Thyroid Carcinoma | PAPD5 | 0.02 | 0.03 | lasso | 1 | 0.02 | 1.8e-03 | -5.6 | 5.6 | 1.7e-08 | -0.62 | 0.03 | 0.72 | FALSE |