Best TWAS P=1.61e-10 · Best GWAS P=9.18e-10 conditioned to 0.547
# | 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 | GTEx | Adipose Subcutaneous | AC103965.1 | 0.24 | 0.14 | lasso | 6 | 0.15 | 2.6e-12 | -6.0 | 6.1 | 1.1e-09 | -0.93 | 0.01 | 0.99 | FALSE |
2 | GTEx | Adipose Subcutaneous | RN7SL417P | 0.07 | 0.06 | lasso | 7 | 0.05 | 1.3e-04 | -5.9 | -5.9 | 3.6e-09 | 0.92 | 0.02 | 0.97 | FALSE |
3 | GTEx | Adipose Subcutaneous | RP11-182J1.14 | 0.11 | 0.11 | lasso | 9 | 0.12 | 8.1e-10 | -5.9 | -6.0 | 2.7e-09 | 0.95 | 0.01 | 0.99 | FALSE |
4 | GTEx | Adipose Subcutaneous | CSPG4P11 | 0.19 | 0.17 | lasso | 5 | 0.20 | 7.9e-16 | -6.0 | 6.0 | 1.4e-09 | -0.93 | 0.01 | 0.99 | FALSE |
5 | GTEx | Adipose Visceral Omentum | AC103965.1 | 0.12 | 0.13 | lasso | 5 | 0.10 | 1.0e-05 | -6.0 | 6.1 | 1.0e-09 | -0.95 | 0.02 | 0.98 | FALSE |
6 | GTEx | Adipose Visceral Omentum | RP11-182J1.14 | 0.17 | 0.05 | enet | 18 | 0.08 | 6.9e-05 | -5.9 | -5.4 | 5.4e-08 | 0.86 | 0.04 | 0.95 | FALSE |
7 | GTEx | Adrenal Gland | AC103965.1 | 0.09 | 0.00 | enet | 5 | -0.01 | 7.7e-01 | -6.1 | 6.1 | 1.3e-09 | -0.99 | 0.02 | 0.82 | FALSE |
8 | GTEx | Artery Aorta | ZNF592 | 0.11 | 0.05 | enet | 9 | 0.02 | 1.9e-02 | -5.1 | 5.2 | 2.5e-07 | -0.75 | 0.19 | 0.63 | FALSE |
9 | GTEx | Artery Aorta | AC103965.1 | 0.10 | 0.12 | lasso | 3 | 0.10 | 3.9e-06 | -5.9 | 6.0 | 2.1e-09 | -0.96 | 0.01 | 0.99 | FALSE |
10 | GTEx | Artery Aorta | RP11-182J1.16 | 0.11 | 0.12 | lasso | 3 | 0.11 | 1.6e-06 | -6.0 | 5.9 | 3.8e-09 | -0.95 | 0.01 | 0.99 | FALSE |
11 | GTEx | Artery Aorta | RP11-182J1.14 | 0.22 | 0.17 | enet | 13 | 0.20 | 3.0e-11 | -5.9 | -5.5 | 3.2e-08 | 0.94 | 0.01 | 0.99 | FALSE |
12 | GTEx | Artery Aorta | CSPG4P11 | 0.11 | 0.10 | lasso | 4 | 0.08 | 3.1e-05 | -6.0 | 6.0 | 1.9e-09 | -0.96 | 0.01 | 0.99 | FALSE |
13 | GTEx | Artery Coronary | RP11-182J1.16 | 0.21 | 0.10 | lasso | 7 | 0.10 | 2.9e-04 | -4.9 | 5.4 | 5.2e-08 | -0.82 | 0.02 | 0.86 | FALSE |
14 | GTEx | Artery Tibial | AC103965.1 | 0.27 | 0.26 | enet | 31 | 0.30 | 1.8e-23 | -5.9 | 6.3 | 3.5e-10 | -0.93 | 0.01 | 0.99 | FALSE |
15 | GTEx | Artery Tibial | RP11-182J1.16 | 0.11 | 0.09 | enet | 14 | 0.08 | 4.1e-07 | -6.0 | 5.7 | 1.3e-08 | -0.89 | 0.01 | 0.99 | FALSE |
16 | GTEx | Artery Tibial | CSPG4P11 | 0.16 | 0.24 | lasso | 4 | 0.23 | 3.0e-18 | -5.9 | 6.0 | 1.9e-09 | -0.96 | 0.01 | 0.99 | FALSE |
17 | GTEx | Brain Caudate basal ganglia | AC103965.1 | 0.28 | 0.25 | lasso | 7 | 0.25 | 6.7e-08 | -5.8 | 5.2 | 1.6e-07 | -0.94 | 0.01 | 0.98 | FALSE |
18 | GTEx | Brain Cerebellar Hemisphere | CSPG4P11 | 0.30 | 0.21 | lasso | 3 | 0.16 | 7.6e-05 | -5.9 | -6.0 | 2.7e-09 | 0.99 | 0.01 | 0.97 | FALSE |
19 | GTEx | Brain Cerebellum | CSPG4P11 | 0.28 | 0.23 | lasso | 5 | 0.28 | 9.0e-09 | -5.9 | -5.9 | 3.7e-09 | 0.93 | 0.01 | 0.99 | FALSE |
20 | GTEx | Brain Cortex | AC103965.1 | 0.17 | 0.19 | lasso | 3 | 0.16 | 4.3e-05 | -5.8 | 5.9 | 2.8e-09 | -0.96 | 0.02 | 0.95 | FALSE |
21 | GTEx | Brain Cortex | RP11-182J1.14 | 0.24 | 0.03 | enet | 14 | 0.16 | 3.2e-05 | -6.1 | -5.5 | 4.2e-08 | 0.77 | 0.02 | 0.80 | FALSE |
22 | GTEx | Brain Frontal Cortex BA9 | AC103965.1 | 0.27 | 0.17 | lasso | 7 | 0.16 | 6.0e-05 | -5.9 | 5.5 | 4.1e-08 | -0.92 | 0.02 | 0.96 | FALSE |
23 | GTEx | Brain Hypothalamus | AC103965.1 | 0.21 | 0.24 | lasso | 6 | 0.21 | 1.4e-05 | -6.1 | 5.8 | 5.6e-09 | -0.98 | 0.01 | 0.97 | FALSE |
24 | GTEx | Brain Nucleus accumbens basal ganglia | AC103965.1 | 0.29 | 0.23 | enet | 21 | 0.27 | 6.9e-08 | -5.9 | 6.4 | 1.6e-10 | -0.92 | 0.01 | 0.99 | TRUE |
25 | GTEx | Brain Putamen basal ganglia | AC103965.1 | 0.26 | 0.19 | lasso | 7 | 0.22 | 4.5e-06 | -6.1 | 6.1 | 1.0e-09 | -0.98 | 0.01 | 0.98 | FALSE |
26 | GTEx | Breast Mammary Tissue | AC103965.1 | 0.13 | 0.11 | lasso | 1 | 0.13 | 2.9e-07 | -5.9 | 6.0 | 2.8e-09 | -0.96 | 0.01 | 0.99 | FALSE |
27 | GTEx | Breast Mammary Tissue (Male) | AC103965.1 | 0.24 | 0.14 | lasso | 4 | 0.11 | 1.4e-03 | -5.8 | 5.8 | 8.6e-09 | -0.93 | 0.02 | 0.90 | FALSE |
28 | GTEx | Breast Mammary Tissue (Male) | RP11-182J1.14 | 0.04 | -0.01 | enet | 1 | -0.01 | 5.9e-01 | -5.9 | -5.9 | 4.1e-09 | 0.99 | 0.02 | 0.41 | FALSE |
29 | GTEx | Cells Transformed fibroblasts | NMB | 0.13 | 0.15 | lasso | 6 | 0.15 | 3.6e-11 | -5.2 | 5.1 | 2.7e-07 | -0.74 | 0.43 | 0.57 | FALSE |
30 | GTEx | Cells Transformed fibroblasts | AC103965.1 | 0.15 | 0.09 | lasso | 7 | 0.11 | 1.3e-08 | -6.0 | 6.2 | 6.4e-10 | -0.85 | 0.01 | 0.99 | FALSE |
31 | GTEx | Cells Transformed fibroblasts | CSPG4P11 | 0.19 | 0.18 | enet | 17 | 0.17 | 9.8e-13 | -6.0 | 5.8 | 8.7e-09 | -0.91 | 0.01 | 0.99 | FALSE |
32 | GTEx | Colon Sigmoid | RN7SL417P | 0.17 | 0.06 | lasso | 4 | 0.12 | 6.1e-05 | -5.9 | -5.7 | 1.3e-08 | 0.90 | 0.02 | 0.95 | FALSE |
33 | GTEx | Colon Sigmoid | RP11-182J1.14 | 0.31 | 0.29 | lasso | 9 | 0.30 | 2.7e-11 | -6.1 | -6.2 | 6.1e-10 | 0.99 | 0.01 | 0.99 | FALSE |
34 | GTEx | Colon Transverse | RP11-182J1.14 | 0.23 | 0.19 | enet | 27 | 0.18 | 3.9e-09 | -6.0 | -5.7 | 1.3e-08 | 0.88 | 0.01 | 0.99 | FALSE |
35 | GTEx | Esophagus Gastroesophageal Junction | AC103965.1 | 0.13 | 0.14 | lasso | 4 | 0.15 | 3.2e-06 | -5.9 | 5.4 | 7.4e-08 | -0.92 | 0.02 | 0.96 | FALSE |
36 | GTEx | Esophagus Gastroesophageal Junction | RP11-182J1.14 | 0.16 | 0.16 | enet | 16 | 0.17 | 1.1e-06 | -5.3 | -5.3 | 1.2e-07 | 0.82 | 0.19 | 0.80 | FALSE |
37 | GTEx | Esophagus Gastroesophageal Junction | CSPG4P11 | 0.18 | 0.06 | lasso | 2 | 0.06 | 3.5e-03 | -5.9 | 5.4 | 7.5e-08 | -0.92 | 0.02 | 0.93 | FALSE |
38 | GTEx | Esophagus Mucosa | UBE2Q2P1 | 0.38 | 0.26 | enet | 37 | 0.28 | 3.7e-19 | -5.9 | -5.4 | 5.8e-08 | 0.84 | 0.01 | 0.99 | FALSE |
39 | GTEx | Esophagus Mucosa | NMB | 0.07 | 0.02 | lasso | 1 | 0.02 | 3.1e-02 | -5.3 | 5.3 | 8.9e-08 | -0.76 | 0.09 | 0.62 | FALSE |
40 | GTEx | Esophagus Mucosa | AC103965.1 | 0.20 | 0.19 | enet | 47 | 0.16 | 8.4e-11 | -5.9 | 5.2 | 2.1e-07 | -0.81 | 0.01 | 0.99 | FALSE |
41 | GTEx | Esophagus Mucosa | RP11-182J1.16 | 0.20 | 0.05 | lasso | 5 | 0.10 | 1.8e-07 | -6.1 | 6.1 | 8.6e-10 | -0.80 | 0.01 | 0.99 | FALSE |
42 | GTEx | Esophagus Muscularis | AC103965.1 | 0.18 | 0.14 | enet | 16 | 0.14 | 7.6e-09 | -5.9 | 6.1 | 1.2e-09 | -0.96 | 0.01 | 0.99 | FALSE |
43 | GTEx | Esophagus Muscularis | RP11-182J1.16 | 0.12 | 0.10 | lasso | 8 | 0.11 | 4.5e-07 | -6.0 | 5.5 | 3.4e-08 | -0.90 | 0.02 | 0.98 | FALSE |
44 | GTEx | Esophagus Muscularis | RP11-182J1.14 | 0.12 | 0.09 | enet | 16 | 0.09 | 4.6e-06 | -5.9 | -5.5 | 2.8e-08 | 0.94 | 0.02 | 0.98 | FALSE |
45 | GTEx | Esophagus Muscularis | CSPG4P11 | 0.12 | 0.16 | lasso | 5 | 0.18 | 4.0e-11 | -6.0 | 6.0 | 2.0e-09 | -0.95 | 0.01 | 0.99 | FALSE |
46 | GTEx | Heart Atrial Appendage | RP11-182J1.14 | 0.06 | 0.05 | lasso | 3 | 0.05 | 3.6e-03 | -6.1 | -6.1 | 9.3e-10 | 1.00 | 0.02 | 0.92 | FALSE |
47 | GTEx | Heart Atrial Appendage | CSPG4P11 | 0.12 | 0.08 | lasso | 5 | 0.10 | 4.3e-05 | -5.9 | 5.5 | 3.8e-08 | -0.91 | 0.03 | 0.97 | FALSE |
48 | GTEx | Heart Left Ventricle | AC103965.1 | 0.16 | 0.13 | enet | 14 | 0.12 | 7.0e-07 | -5.9 | 5.8 | 6.1e-09 | -0.92 | 0.01 | 0.99 | FALSE |
49 | GTEx | Heart Left Ventricle | CSPG4P11 | 0.11 | 0.02 | lasso | 5 | 0.00 | 2.2e-01 | -6.0 | 6.0 | 2.6e-09 | -0.94 | 0.02 | 0.91 | FALSE |
50 | GTEx | Lung | AC103965.1 | 0.20 | 0.14 | lasso | 4 | 0.16 | 1.8e-12 | -5.9 | 5.6 | 2.5e-08 | -0.90 | 0.01 | 0.99 | FALSE |
51 | GTEx | Muscle Skeletal | CSPG4P11 | 0.14 | 0.07 | lasso | 5 | 0.08 | 1.4e-08 | -3.6 | 5.2 | 1.9e-07 | -0.84 | 0.02 | 0.98 | FALSE |
52 | GTEx | Nerve Tibial | AC103965.1 | 0.20 | 0.22 | enet | 17 | 0.27 | 5.1e-19 | -5.9 | 5.9 | 2.9e-09 | -0.96 | 0.01 | 0.99 | FALSE |
53 | GTEx | Nerve Tibial | RP11-182J1.16 | 0.27 | 0.20 | enet | 22 | 0.26 | 1.5e-18 | -6.0 | 5.4 | 8.1e-08 | -0.89 | 0.01 | 0.99 | FALSE |
54 | GTEx | Nerve Tibial | CSPG4P11 | 0.23 | 0.23 | lasso | 9 | 0.27 | 3.0e-19 | -6.0 | 5.6 | 2.7e-08 | -0.95 | 0.01 | 0.99 | FALSE |
55 | GTEx | Ovary | CSPG4P11 | 0.21 | 0.17 | lasso | 4 | 0.18 | 3.1e-05 | -5.3 | 5.5 | 3.0e-08 | -0.87 | 0.03 | 0.92 | FALSE |
56 | GTEx | Pancreas | NMB | 0.17 | 0.18 | lasso | 3 | 0.14 | 2.3e-06 | -5.4 | 5.4 | 5.3e-08 | -0.76 | 0.21 | 0.78 | FALSE |
57 | GTEx | Pancreas | AC103965.1 | 0.29 | 0.23 | lasso | 9 | 0.18 | 2.8e-08 | -6.0 | 6.0 | 2.3e-09 | -0.94 | 0.01 | 0.99 | FALSE |
58 | GTEx | Pituitary | AC103965.1 | 0.30 | 0.16 | enet | 10 | 0.24 | 8.4e-07 | -5.3 | 5.8 | 4.9e-09 | -0.89 | 0.02 | 0.96 | FALSE |
59 | GTEx | Prostate | RP11-182J1.16 | 0.24 | 0.06 | enet | 27 | 0.08 | 6.2e-03 | -3.5 | 5.3 | 1.2e-07 | -0.75 | 0.03 | 0.65 | FALSE |
60 | GTEx | Prostate | RP11-182J1.14 | 0.25 | 0.09 | enet | 25 | 0.09 | 2.9e-03 | -5.9 | -5.3 | 9.4e-08 | 0.77 | 0.04 | 0.79 | FALSE |
61 | GTEx | Skin Not Sun Exposed Suprapubic | AC103965.1 | 0.23 | 0.15 | lasso | 8 | 0.19 | 1.9e-10 | -6.0 | 5.5 | 3.5e-08 | -0.80 | 0.02 | 0.98 | FALSE |
62 | GTEx | Skin Sun Exposed Lower leg | AC103965.1 | 0.33 | 0.17 | enet | 24 | 0.23 | 4.8e-19 | -5.9 | 5.1 | 3.1e-07 | -0.80 | 0.01 | 0.99 | FALSE |
63 | GTEx | Spleen | NMB | 0.14 | 0.17 | lasso | 4 | 0.15 | 1.1e-04 | -5.1 | 5.3 | 1.3e-07 | -0.76 | 0.10 | 0.70 | FALSE |
64 | GTEx | Stomach | AC103965.1 | 0.14 | 0.11 | lasso | 3 | 0.10 | 1.1e-05 | -5.8 | 5.4 | 5.3e-08 | -0.90 | 0.03 | 0.96 | FALSE |
65 | GTEx | Testis | NMB | 0.47 | 0.57 | enet | 37 | 0.57 | 1.4e-30 | -5.1 | -5.2 | 2.1e-07 | 0.74 | 0.32 | 0.68 | FALSE |
66 | GTEx | Testis | AC103965.1 | 0.07 | 0.07 | lasso | 2 | 0.06 | 1.6e-03 | -5.9 | 5.9 | 3.0e-09 | -0.96 | 0.02 | 0.97 | FALSE |
67 | GTEx | Testis | RN7SL417P | 0.09 | 0.08 | lasso | 3 | 0.08 | 3.1e-04 | -5.9 | -5.5 | 5.0e-08 | 0.89 | 0.02 | 0.93 | FALSE |
68 | GTEx | Testis | RP11-182J1.14 | 0.10 | 0.19 | lasso | 1 | 0.17 | 6.7e-08 | -5.9 | -6.0 | 2.8e-09 | 0.96 | 0.01 | 0.99 | FALSE |
69 | GTEx | Thyroid | ZSCAN2 | 0.06 | 0.03 | lasso | 2 | 0.03 | 2.9e-03 | -5.4 | -5.1 | 3.1e-07 | 0.74 | 0.08 | 0.72 | FALSE |
70 | GTEx | Thyroid | AC103965.1 | 0.30 | 0.25 | lasso | 7 | 0.25 | 1.8e-19 | -6.0 | 6.0 | 2.7e-09 | -0.93 | 0.01 | 0.99 | FALSE |
71 | METSIM | Adipose | NMB | 0.08 | 0.10 | lasso | 9 | 0.10 | 6.8e-15 | -5.2 | 5.3 | 1.2e-07 | -0.75 | 0.46 | 0.54 | FALSE |
72 | YFS | Blood | NMB | 0.05 | 0.09 | lasso | 4 | 0.09 | 1.9e-26 | -5.4 | 5.4 | 5.3e-08 | -0.75 | 0.23 | 0.77 | FALSE |
73 | The Cancer Genome Atlas | Breast Invasive Carcinoma | LOC388152 | 0.13 | 0.10 | enet | 2 | 0.11 | 3.3e-22 | -5.9 | 5.3 | 1.0e-07 | -0.89 | 0.00 | 1.00 | FALSE |
74 | The Cancer Genome Atlas | Colon Adenocarcinoma | LOC388152 | 0.07 | 0.04 | blup | 4 | 0.05 | 1.3e-03 | -5.6 | 5.2 | 1.8e-07 | -0.88 | 0.00 | 0.83 | FALSE |
75 | The Cancer Genome Atlas | Esophageal Carcinoma | LOC388152 | 0.10 | 0.08 | enet | 2 | 0.08 | 1.8e-03 | -5.6 | 5.7 | 1.1e-08 | -0.96 | 0.00 | 0.73 | FALSE |
76 | The Cancer Genome Atlas | Glioblastoma Multiforme | LOC388152 | 0.12 | 0.08 | lasso | 3 | 0.08 | 1.9e-03 | -6.0 | 6.0 | 1.7e-09 | -0.92 | 0.00 | 0.70 | FALSE |
77 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | LOC388152 | 0.03 | 0.02 | enet | 4 | 0.01 | 8.8e-03 | -6.0 | 5.5 | 3.6e-08 | -0.83 | 0.00 | 0.76 | FALSE |
78 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LOC388152 | 0.05 | 0.05 | blup | 4 | 0.05 | 3.9e-06 | -5.9 | 5.7 | 1.5e-08 | -0.93 | 0.00 | 1.00 | FALSE |
79 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | LOC388152 | 0.19 | 0.17 | blup | 4 | 0.18 | 1.8e-10 | -5.6 | 5.3 | 1.0e-07 | -0.90 | 0.00 | 1.00 | FALSE |
80 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LOC388152 | 0.11 | 0.08 | enet | 3 | 0.09 | 2.1e-10 | -6.0 | 5.3 | 1.3e-07 | -0.86 | 0.00 | 1.00 | FALSE |
81 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | NMB | 0.06 | 0.04 | enet | 9 | 0.02 | 2.7e-02 | -5.3 | 5.1 | 2.9e-07 | -0.71 | 0.01 | 0.75 | FALSE |
82 | The Cancer Genome Atlas | Lung Adenocarcinoma | LOC388152 | 0.12 | 0.10 | blup | 4 | 0.10 | 4.9e-12 | -5.9 | 5.6 | 2.1e-08 | -0.92 | 0.00 | 1.00 | FALSE |
83 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | LOC388152 | 0.02 | 0.03 | lasso | 1 | 0.02 | 1.2e-03 | -5.6 | 5.6 | 2.1e-08 | -0.96 | 0.00 | 0.92 | FALSE |
84 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | UBE2Q2P1 | 0.03 | 0.03 | lasso | 3 | 0.02 | 9.2e-04 | -6.0 | -6.0 | 2.1e-09 | 0.94 | 0.00 | 0.94 | FALSE |
85 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | LOC388152 | 0.04 | 0.05 | enet | 2 | 0.05 | 4.2e-04 | -5.9 | 5.8 | 7.3e-09 | -0.96 | 0.00 | 0.89 | FALSE |
86 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | LOC388152 | 0.08 | 0.11 | lasso | 3 | 0.11 | 2.4e-05 | -6.0 | 6.0 | 1.7e-09 | -0.92 | 0.00 | 0.98 | FALSE |
87 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NMB | 0.17 | 0.30 | enet | 12 | 0.29 | 5.3e-31 | -5.4 | 5.6 | 2.3e-08 | -0.74 | 0.01 | 0.99 | FALSE |
88 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | LOC388152 | 0.18 | 0.14 | blup | 4 | 0.13 | 2.1e-05 | -6.0 | 5.6 | 2.3e-08 | -0.92 | 0.00 | 0.99 | FALSE |
89 | The Cancer Genome Atlas | Thyroid Carcinoma | LOC388152 | 0.29 | 0.26 | enet | 3 | 0.27 | 2.1e-26 | -5.9 | 5.8 | 6.2e-09 | -0.94 | 0.00 | 1.00 | FALSE |
90 | The Cancer Genome Atlas | Thyroid Carcinoma | NMB | 0.11 | 0.11 | lasso | 3 | 0.09 | 1.8e-09 | -5.3 | -5.4 | 7.6e-08 | 0.76 | 0.01 | 0.99 | FALSE |