Best TWAS P=3.32e-78 · Best GWAS P=1.82e-108 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 | -2.8 | 6.0 | 1.5e-09 | 0.02 | 0.60 | 0.02 | FALSE |
2 | GTEx | Adipose Subcutaneous | HEATR3 | 0.17 | 0.19 | lasso | 8 | 0.20 | 2.3e-16 | 5.1 | -5.2 | 1.7e-07 | -0.11 | 1.00 | 0.00 | FALSE |
3 | GTEx | Artery Aorta | HEATR3 | 0.41 | 0.41 | enet | 62 | 0.42 | 5.4e-25 | 5.0 | -6.2 | 5.9e-10 | -0.08 | 1.00 | 0.00 | FALSE |
4 | GTEx | Artery Coronary | HEATR3 | 0.30 | 0.25 | lasso | 5 | 0.25 | 6.0e-09 | 5.0 | -5.5 | 4.6e-08 | -0.11 | 0.97 | 0.00 | FALSE |
5 | GTEx | Artery Tibial | HEATR3 | 0.27 | 0.31 | enet | 17 | 0.32 | 2.1e-25 | 5.1 | -5.8 | 5.3e-09 | -0.09 | 1.00 | 0.00 | FALSE |
6 | GTEx | Artery Tibial | RP11-429P3.3 | 0.09 | 0.05 | lasso | 3 | 0.04 | 5.9e-04 | 5.8 | -6.5 | 1.1e-10 | -0.15 | 0.34 | 0.06 | FALSE |
7 | GTEx | Brain Caudate basal ganglia | HEATR3 | 0.36 | 0.14 | lasso | 12 | 0.20 | 2.6e-06 | 5.1 | -5.2 | 1.8e-07 | -0.11 | 0.73 | 0.01 | FALSE |
8 | GTEx | Brain Cerebellar Hemisphere | HEATR3 | 0.67 | 0.49 | enet | 36 | 0.52 | 1.4e-15 | 5.0 | -6.7 | 2.8e-11 | -0.13 | 1.00 | 0.00 | FALSE |
9 | GTEx | Brain Cerebellum | HEATR3 | 0.70 | 0.66 | lasso | 7 | 0.69 | 1.4e-27 | 5.0 | -5.3 | 1.3e-07 | -0.10 | 1.00 | 0.00 | FALSE |
10 | GTEx | Brain Cerebellum | RP11-429P3.3 | 0.40 | 0.22 | enet | 11 | 0.26 | 1.9e-08 | 5.0 | -5.6 | 1.7e-08 | -0.11 | 0.91 | 0.01 | FALSE |
11 | GTEx | Brain Cortex | HEATR3 | 0.51 | 0.46 | lasso | 11 | 0.47 | 8.5e-15 | 5.0 | -5.2 | 2.2e-07 | -0.11 | 1.00 | 0.00 | FALSE |
12 | GTEx | Brain Hippocampus | HEATR3 | 0.27 | 0.23 | enet | 9 | 0.19 | 3.9e-05 | 5.0 | -5.2 | 1.9e-07 | -0.10 | 0.29 | 0.06 | FALSE |
13 | GTEx | Brain Hypothalamus | CYLD | 0.38 | 0.13 | enet | 36 | 0.15 | 2.7e-04 | -12.2 | -7.8 | 9.1e-15 | -0.28 | 0.14 | 0.09 | FALSE |
14 | GTEx | Brain Hypothalamus | HEATR3 | 0.26 | 0.01 | lasso | 6 | 0.01 | 1.9e-01 | 5.0 | -5.5 | 4.2e-08 | -0.10 | 0.09 | 0.16 | FALSE |
15 | GTEx | Brain Nucleus accumbens basal ganglia | HEATR3 | 0.36 | 0.20 | enet | 18 | 0.24 | 3.8e-07 | 5.1 | -5.9 | 3.9e-09 | -0.10 | 0.91 | 0.00 | FALSE |
16 | GTEx | Breast Mammary Tissue | HEATR3 | 0.33 | 0.26 | lasso | 6 | 0.25 | 2.6e-13 | 5.1 | -5.2 | 2.1e-07 | -0.09 | 1.00 | 0.00 | FALSE |
17 | GTEx | Breast Mammary Tissue (Male) | HEATR3 | 0.36 | 0.33 | lasso | 5 | 0.31 | 5.9e-08 | 5.4 | -5.4 | 6.4e-08 | -0.11 | 0.53 | 0.03 | FALSE |
18 | GTEx | Cells EBV-transformed lymphocytes | HEATR3 | 0.22 | 0.25 | lasso | 5 | 0.25 | 1.1e-08 | 5.4 | -5.4 | 7.5e-08 | -0.11 | 0.95 | 0.00 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | ADCY7 | 0.11 | 0.14 | lasso | 2 | 0.14 | 1.1e-10 | -4.8 | -5.2 | 1.8e-07 | -0.07 | 1.00 | 0.00 | FALSE |
20 | GTEx | Colon Sigmoid | HEATR3 | 0.27 | 0.32 | lasso | 5 | 0.28 | 1.6e-10 | 5.1 | -5.2 | 2.0e-07 | -0.10 | 1.00 | 0.00 | FALSE |
21 | GTEx | Colon Transverse | NKD1 | 0.22 | 0.00 | enet | 42 | 0.05 | 2.5e-03 | -2.2 | -8.6 | 5.7e-18 | -0.17 | 0.21 | 0.11 | TRUE |
22 | GTEx | Esophagus Gastroesophageal Junction | HEATR3 | 0.36 | 0.26 | lasso | 6 | 0.25 | 1.7e-09 | 5.0 | -5.8 | 4.9e-09 | -0.09 | 1.00 | 0.00 | FALSE |
23 | GTEx | Esophagus Mucosa | CYLD | 0.13 | 0.06 | enet | 10 | 0.06 | 7.0e-05 | -12.9 | 17.8 | 4.8e-71 | 0.72 | 0.06 | 0.93 | FALSE |
24 | GTEx | Esophagus Mucosa | NOD2 | 0.19 | 0.14 | lasso | 7 | 0.15 | 4.1e-10 | -12.8 | 13.5 | 9.8e-42 | 0.46 | 0.99 | 0.01 | FALSE |
25 | GTEx | Esophagus Muscularis | HEATR3 | 0.40 | 0.38 | lasso | 8 | 0.39 | 6.1e-25 | 5.1 | -5.3 | 1.4e-07 | -0.10 | 1.00 | 0.00 | FALSE |
26 | GTEx | Heart Left Ventricle | HEATR3 | 0.29 | 0.14 | enet | 25 | 0.22 | 8.4e-12 | 5.1 | -6.3 | 4.1e-10 | -0.09 | 1.00 | 0.00 | FALSE |
27 | GTEx | Lung | HEATR3 | 0.34 | 0.40 | enet | 19 | 0.41 | 6.4e-34 | 5.0 | -5.9 | 2.9e-09 | -0.12 | 1.00 | 0.00 | FALSE |
28 | GTEx | Lung | RP11-429P3.3 | 0.08 | 0.09 | lasso | 2 | 0.08 | 5.1e-07 | 5.8 | -5.8 | 6.2e-09 | -0.13 | 0.99 | 0.00 | FALSE |
29 | GTEx | Muscle Skeletal | HEATR3 | 0.17 | 0.17 | lasso | 8 | 0.15 | 1.1e-14 | 5.4 | -5.4 | 7.7e-08 | -0.11 | 1.00 | 0.00 | TRUE |
30 | GTEx | Nerve Tibial | CYLD | 0.10 | 0.00 | lasso | 6 | 0.00 | 1.7e-01 | 10.4 | 10.4 | 3.4e-25 | 0.37 | 0.10 | 0.05 | FALSE |
31 | GTEx | Nerve Tibial | HEATR3 | 0.38 | 0.39 | lasso | 9 | 0.38 | 6.5e-28 | 5.4 | -5.3 | 1.1e-07 | -0.11 | 1.00 | 0.00 | FALSE |
32 | GTEx | Nerve Tibial | RP11-429P3.3 | 0.18 | 0.12 | enet | 13 | 0.12 | 1.7e-08 | 5.1 | -5.5 | 4.4e-08 | -0.08 | 1.00 | 0.00 | TRUE |
33 | GTEx | Pituitary | HEATR3 | 0.55 | 0.36 | lasso | 7 | 0.48 | 1.3e-13 | 5.0 | -5.8 | 7.1e-09 | -0.12 | 0.99 | 0.00 | FALSE |
34 | GTEx | Skin Not Sun Exposed Suprapubic | HEATR3 | 0.22 | 0.18 | lasso | 9 | 0.18 | 5.0e-10 | 5.1 | -5.2 | 1.5e-07 | -0.10 | 1.00 | 0.00 | FALSE |
35 | GTEx | Skin Not Sun Exposed Suprapubic | NOD2 | 0.15 | 0.06 | lasso | 4 | 0.02 | 1.9e-02 | -12.8 | 13.1 | 2.7e-39 | 0.46 | 0.54 | 0.24 | TRUE |
36 | GTEx | Skin Sun Exposed Lower leg | HEATR3 | 0.28 | 0.20 | enet | 47 | 0.23 | 7.4e-19 | 5.1 | -6.6 | 5.0e-11 | -0.11 | 1.00 | 0.00 | FALSE |
37 | GTEx | Stomach | HEATR3 | 0.36 | 0.27 | enet | 14 | 0.28 | 1.6e-13 | 5.4 | -6.0 | 1.7e-09 | -0.13 | 1.00 | 0.00 | FALSE |
38 | GTEx | Testis | NKD1 | 0.24 | 0.13 | lasso | 4 | 0.14 | 8.1e-07 | 8.3 | 9.9 | 6.6e-23 | 0.10 | 0.76 | 0.01 | TRUE |
39 | GTEx | Testis | HEATR3 | 0.47 | 0.37 | enet | 33 | 0.38 | 4.5e-18 | 5.1 | -6.5 | 6.6e-11 | -0.10 | 1.00 | 0.00 | FALSE |
40 | GTEx | Testis | RP11-429P3.3 | 0.21 | 0.03 | lasso | 5 | 0.03 | 1.6e-02 | 5.1 | -5.2 | 2.0e-07 | -0.10 | 0.13 | 0.05 | FALSE |
41 | GTEx | Thyroid | HEATR3 | 0.34 | 0.37 | enet | 19 | 0.37 | 6.6e-30 | 5.0 | -5.4 | 6.3e-08 | -0.09 | 1.00 | 0.00 | FALSE |
42 | GTEx | Whole Blood | HEATR3 | 0.12 | 0.09 | lasso | 6 | 0.08 | 1.3e-07 | 5.4 | -5.2 | 1.9e-07 | -0.10 | 1.00 | 0.00 | FALSE |
43 | GTEx | Whole Blood | BRD7 | 0.16 | 0.12 | enet | 9 | 0.12 | 4.2e-11 | -6.0 | -6.2 | 5.4e-10 | 0.00 | 1.00 | 0.00 | TRUE |
44 | GTEx | Whole Blood | RP11-429P3.3 | 0.08 | 0.01 | enet | 12 | 0.01 | 2.6e-02 | -4.8 | -6.1 | 1.2e-09 | -0.12 | 0.24 | 0.03 | FALSE |
45 | METSIM | Adipose | ADCY7 | 0.04 | 0.00 | enet | 22 | 0.01 | 1.7e-02 | 1.8 | -8.2 | 1.9e-16 | -0.03 | 0.20 | 0.04 | TRUE |
46 | METSIM | Adipose | BRD7 | 0.06 | 0.05 | lasso | 6 | 0.05 | 1.1e-07 | -6.0 | -5.6 | 1.7e-08 | 0.01 | 1.00 | 0.00 | FALSE |
47 | METSIM | Adipose | HEATR3 | 0.18 | 0.23 | lasso | 7 | 0.23 | 1.9e-33 | 5.1 | -5.3 | 1.3e-07 | -0.10 | 1.00 | 0.00 | FALSE |
48 | NTR | Blood | ADCY7 | 0.07 | 0.06 | enet | 17 | 0.07 | 2.0e-20 | -6.1 | -5.7 | 1.5e-08 | 0.01 | 1.00 | 0.00 | FALSE |
49 | NTR | Blood | HEATR3 | 0.02 | 0.00 | blup | 386 | 0.01 | 1.4e-04 | 3.0 | -5.9 | 3.6e-09 | -0.09 | 0.89 | 0.00 | FALSE |
50 | NTR | Blood | NOD2 | 0.15 | 0.18 | lasso | 4 | 0.18 | 7.1e-57 | -4.2 | -5.1 | 2.8e-07 | -0.35 | 1.00 | 0.00 | TRUE |
51 | YFS | Blood | PAPD5 | 0.03 | 0.01 | enet | 13 | 0.02 | 1.4e-07 | -6.2 | -7.0 | 3.1e-12 | 0.02 | 0.96 | 0.00 | FALSE |
52 | The Cancer Genome Atlas | Glioblastoma Multiforme | HEATR3 | 0.13 | 0.07 | blup | 39 | 0.10 | 5.1e-04 | 4.8 | -5.3 | 1.2e-07 | -0.12 | 0.07 | 0.55 | FALSE |
53 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CYLD | 0.03 | 0.03 | enet | 7 | 0.02 | 9.3e-04 | -12.7 | 9.3 | 1.2e-20 | 0.29 | 0.26 | 0.04 | FALSE |
54 | The Cancer Genome Atlas | Lung Adenocarcinoma | CYLD | 0.03 | 0.00 | blup | 69 | 0.02 | 3.8e-03 | -12.9 | 18.1 | 2.8e-73 | 0.60 | 0.11 | 0.66 | TRUE |
55 | The Cancer Genome Atlas | Lung Adenocarcinoma | NOD2 | 0.07 | 0.01 | lasso | 4 | 0.02 | 1.1e-03 | 22.1 | 18.7 | 3.3e-78 | 0.78 | 0.00 | 0.91 | TRUE |
56 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | HEATR3 | 0.14 | 0.04 | blup | 39 | 0.08 | 3.2e-04 | 5.4 | -6.1 | 1.3e-09 | -0.08 | 0.03 | 0.53 | FALSE |
57 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ADCY7 | 0.03 | 0.01 | blup | 52 | 0.02 | 6.6e-03 | -4.8 | -5.5 | 5.0e-08 | -0.04 | 0.02 | 0.03 | TRUE |
58 | The Cancer Genome Atlas | Thyroid Carcinoma | HEATR3 | 0.16 | 0.20 | blup | 39 | 0.21 | 6.4e-20 | 5.0 | -5.4 | 5.8e-08 | -0.09 | 0.26 | 0.74 | FALSE |
59 | The Cancer Genome Atlas | Thyroid Carcinoma | PAPD5 | 0.02 | 0.03 | lasso | 1 | 0.02 | 1.8e-03 | 5.2 | -5.2 | 2.1e-07 | -0.10 | 0.08 | 0.32 | FALSE |