Best TWAS P=8.42e-14 · Best GWAS P=7.49e-14 conditioned to 0.00352
# | 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 | ASL | 0.18 | 0.13 | lasso | 3 | 0.14 | 3.7e-16 | 5.1 | -5.2 | 1.5e-07 | -0.66 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | SBDS | 0.08 | 0.05 | lasso | 3 | 0.04 | 5.4e-06 | 7.4 | 7.4 | 1.4e-13 | 0.99 | 0.00 | 1.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | GS1-124K5.4 | 0.14 | 0.12 | lasso | 5 | 0.14 | 1.6e-11 | 6.4 | 6.2 | 4.4e-10 | 0.74 | 0.78 | 0.22 | FALSE |
4 | GTEx | Adipose Visceral Omentum | GS1-124K5.4 | 0.20 | 0.19 | enet | 29 | 0.18 | 1.1e-09 | 6.5 | 6.0 | 1.6e-09 | 0.71 | 0.78 | 0.22 | FALSE |
5 | GTEx | Artery Aorta | GS1-124K5.4 | 0.11 | 0.08 | lasso | 3 | 0.09 | 9.1e-06 | 6.4 | 6.6 | 5.1e-11 | 0.70 | 0.86 | 0.12 | FALSE |
6 | GTEx | Artery Coronary | GS1-124K5.4 | 0.13 | 0.11 | lasso | 3 | 0.12 | 6.7e-05 | 5.1 | 6.1 | 8.3e-10 | 0.72 | 0.75 | 0.14 | FALSE |
7 | GTEx | Artery Tibial | GS1-124K5.11 | 0.05 | 0.03 | lasso | 9 | 0.03 | 2.6e-03 | 6.3 | -5.8 | 9.1e-09 | -0.68 | 0.13 | 0.68 | FALSE |
8 | GTEx | Artery Tibial | GS1-124K5.4 | 0.21 | 0.20 | lasso | 3 | 0.19 | 1.3e-14 | 6.4 | 6.4 | 1.6e-10 | 0.77 | 0.79 | 0.21 | FALSE |
9 | GTEx | Brain Caudate basal ganglia | GS1-124K5.11 | 0.09 | 0.06 | enet | 14 | 0.07 | 4.4e-03 | 5.1 | -5.2 | 1.5e-07 | -0.58 | 0.19 | 0.42 | FALSE |
10 | GTEx | Brain Caudate basal ganglia | GS1-124K5.4 | 0.21 | 0.25 | lasso | 10 | 0.27 | 2.5e-08 | 6.4 | 6.4 | 2.0e-10 | 0.76 | 0.71 | 0.27 | FALSE |
11 | GTEx | Brain Caudate basal ganglia | RP11-792A8.4 | 0.14 | 0.13 | lasso | 2 | 0.10 | 6.4e-04 | 5.5 | 5.2 | 1.8e-07 | 0.38 | 0.12 | 0.13 | FALSE |
12 | GTEx | Brain Cerebellar Hemisphere | GS1-124K5.11 | 0.19 | 0.28 | lasso | 2 | 0.29 | 4.6e-08 | 5.1 | -5.7 | 1.0e-08 | -0.67 | 0.60 | 0.37 | FALSE |
13 | GTEx | Brain Cerebellar Hemisphere | GTF2IRD1P1 | 0.16 | 0.21 | lasso | 5 | 0.21 | 5.4e-06 | 5.4 | -5.4 | 6.0e-08 | -0.51 | 0.59 | 0.20 | FALSE |
14 | GTEx | Brain Cerebellar Hemisphere | GS1-124K5.4 | 0.27 | 0.27 | lasso | 8 | 0.24 | 6.0e-07 | 6.4 | 6.6 | 5.4e-11 | 0.77 | 0.54 | 0.38 | FALSE |
15 | GTEx | Brain Cerebellum | GS1-124K5.11 | 0.12 | 0.17 | lasso | 3 | 0.14 | 8.7e-05 | 5.1 | -5.3 | 8.8e-08 | -0.58 | 0.73 | 0.14 | FALSE |
16 | GTEx | Brain Cerebellum | GS1-124K5.4 | 0.26 | 0.26 | lasso | 3 | 0.22 | 2.8e-07 | 6.4 | 5.5 | 2.8e-08 | 0.67 | 0.72 | 0.23 | FALSE |
17 | GTEx | Brain Cortex | GS1-124K5.4 | 0.37 | 0.31 | lasso | 11 | 0.30 | 4.0e-09 | 6.4 | 6.8 | 1.3e-11 | 0.83 | 0.32 | 0.68 | FALSE |
18 | GTEx | Brain Hippocampus | GS1-124K5.11 | 0.09 | 0.13 | lasso | 2 | 0.03 | 6.6e-02 | 5.1 | -5.1 | 2.9e-07 | -0.59 | 0.09 | 0.43 | FALSE |
19 | GTEx | Brain Hypothalamus | CCT6P1 | 0.24 | -0.01 | lasso | 7 | 0.01 | 1.9e-01 | 6.6 | -5.5 | 3.0e-08 | -0.17 | 0.02 | 0.09 | FALSE |
20 | GTEx | Brain Hypothalamus | GS1-124K5.11 | 0.10 | 0.09 | lasso | 12 | 0.08 | 5.7e-03 | 6.4 | -6.4 | 1.5e-10 | -0.77 | 0.18 | 0.39 | FALSE |
21 | GTEx | Brain Hypothalamus | GTF2IRD1P1 | 0.15 | 0.16 | lasso | 11 | 0.11 | 1.8e-03 | 5.4 | -5.5 | 5.1e-08 | -0.50 | 0.22 | 0.22 | FALSE |
22 | GTEx | Brain Putamen basal ganglia | GS1-124K5.11 | 0.13 | 0.14 | lasso | 2 | 0.08 | 4.8e-03 | 5.5 | -5.6 | 2.0e-08 | -0.53 | 0.26 | 0.30 | FALSE |
23 | GTEx | Brain Putamen basal ganglia | GS1-124K5.4 | 0.31 | 0.32 | enet | 23 | 0.36 | 1.7e-09 | 6.4 | 7.5 | 8.4e-14 | 0.74 | 0.26 | 0.71 | TRUE |
24 | GTEx | Breast Mammary Tissue | GS1-124K5.4 | 0.19 | 0.13 | enet | 25 | 0.18 | 2.0e-09 | 6.3 | 5.5 | 3.1e-08 | 0.67 | 0.84 | 0.16 | FALSE |
25 | GTEx | Cells EBV-transformed lymphocytes | GS1-124K5.4 | 0.15 | 0.07 | lasso | 6 | 0.10 | 3.1e-04 | 5.5 | 6.5 | 1.1e-10 | 0.70 | 0.67 | 0.15 | FALSE |
26 | GTEx | Cells EBV-transformed lymphocytes | RP11-792A8.4 | 0.25 | 0.10 | lasso | 5 | 0.14 | 2.2e-05 | 5.5 | 5.1 | 2.8e-07 | 0.32 | 0.24 | 0.51 | FALSE |
27 | GTEx | Cells Transformed fibroblasts | ASL | 0.08 | 0.04 | lasso | 4 | 0.03 | 2.3e-03 | 6.3 | -6.1 | 1.1e-09 | -0.78 | 0.03 | 0.70 | FALSE |
28 | GTEx | Cells Transformed fibroblasts | GS1-124K5.3 | 0.10 | 0.03 | enet | 15 | 0.05 | 2.3e-04 | 5.5 | 5.2 | 1.5e-07 | 0.31 | 0.77 | 0.12 | FALSE |
29 | GTEx | Cells Transformed fibroblasts | GS1-124K5.2 | 0.20 | 0.08 | lasso | 4 | 0.12 | 5.7e-09 | 7.0 | 5.5 | 2.9e-08 | 0.35 | 0.14 | 0.86 | FALSE |
30 | GTEx | Cells Transformed fibroblasts | GS1-124K5.4 | 0.14 | 0.12 | lasso | 5 | 0.14 | 2.4e-10 | 6.4 | 5.9 | 4.7e-09 | 0.71 | 0.80 | 0.20 | FALSE |
31 | GTEx | Cells Transformed fibroblasts | KCTD7 | 0.09 | 0.10 | lasso | 5 | 0.10 | 2.7e-08 | 5.0 | 6.0 | 1.7e-09 | 0.67 | 0.84 | 0.16 | FALSE |
32 | GTEx | Colon Transverse | GS1-124K5.4 | 0.11 | 0.11 | lasso | 5 | 0.10 | 2.5e-05 | 5.5 | 6.0 | 2.0e-09 | 0.61 | 0.87 | 0.11 | FALSE |
33 | GTEx | Esophagus Gastroesophageal Junction | GS1-124K5.11 | 0.46 | 0.04 | lasso | 5 | 0.11 | 6.8e-05 | 3.4 | -5.5 | 4.0e-08 | -0.61 | 0.03 | 0.78 | FALSE |
34 | GTEx | Esophagus Gastroesophageal Junction | GS1-124K5.4 | 0.14 | 0.14 | lasso | 7 | 0.11 | 1.0e-04 | 5.1 | 5.8 | 7.4e-09 | 0.68 | 0.24 | 0.71 | FALSE |
35 | GTEx | Esophagus Mucosa | KCTD7 | 0.04 | 0.04 | lasso | 4 | 0.05 | 3.2e-04 | 4.9 | 5.8 | 8.6e-09 | 0.69 | 0.60 | 0.12 | FALSE |
36 | GTEx | Esophagus Muscularis | GS1-124K5.4 | 0.13 | 0.11 | lasso | 4 | 0.13 | 4.1e-08 | 6.4 | 6.1 | 8.5e-10 | 0.73 | 0.81 | 0.19 | FALSE |
37 | GTEx | Lung | GS1-124K5.4 | 0.17 | 0.17 | lasso | 8 | 0.16 | 3.9e-12 | 6.4 | 6.0 | 2.2e-09 | 0.73 | 0.76 | 0.24 | FALSE |
38 | GTEx | Muscle Skeletal | VKORC1L1 | 0.05 | 0.02 | lasso | 3 | 0.02 | 2.9e-03 | 6.5 | 7.0 | 3.5e-12 | 0.80 | 0.03 | 0.92 | FALSE |
39 | GTEx | Muscle Skeletal | GS1-124K5.4 | 0.18 | 0.16 | lasso | 3 | 0.21 | 3.1e-20 | 5.0 | 5.9 | 3.2e-09 | 0.71 | 0.97 | 0.03 | FALSE |
40 | GTEx | Muscle Skeletal | KCTD7 | 0.04 | 0.02 | lasso | 1 | 0.01 | 5.3e-02 | 6.4 | 6.4 | 1.3e-10 | 0.78 | 0.09 | 0.35 | FALSE |
41 | GTEx | Nerve Tibial | GS1-124K5.4 | 0.17 | 0.20 | enet | 27 | 0.25 | 7.5e-18 | 5.0 | 5.3 | 1.1e-07 | 0.68 | 0.98 | 0.02 | FALSE |
42 | GTEx | Nerve Tibial | CRCP | 0.03 | 0.05 | lasso | 1 | 0.04 | 8.7e-04 | 5.1 | 5.1 | 2.8e-07 | 0.59 | 0.40 | 0.12 | FALSE |
43 | GTEx | Ovary | GS1-124K5.11 | 0.14 | 0.15 | lasso | 4 | 0.15 | 1.5e-04 | 5.5 | -6.3 | 2.9e-10 | -0.64 | 0.18 | 0.64 | FALSE |
44 | GTEx | Ovary | GS1-124K5.4 | 0.19 | 0.20 | enet | 28 | 0.23 | 1.9e-06 | 5.1 | 6.5 | 6.0e-11 | 0.75 | 0.20 | 0.75 | FALSE |
45 | GTEx | Pancreas | GS1-124K5.4 | 0.10 | 0.10 | lasso | 5 | 0.05 | 4.2e-03 | 6.4 | 6.5 | 5.7e-11 | 0.79 | 0.34 | 0.54 | FALSE |
46 | GTEx | Prostate | GS1-124K5.4 | 0.23 | 0.19 | lasso | 15 | 0.19 | 1.9e-05 | 5.4 | 6.5 | 8.5e-11 | 0.63 | 0.22 | 0.65 | FALSE |
47 | GTEx | Skin Not Sun Exposed Suprapubic | GS1-124K5.4 | 0.30 | 0.29 | lasso | 4 | 0.31 | 3.1e-17 | 6.4 | 6.4 | 2.1e-10 | 0.75 | 0.74 | 0.26 | FALSE |
48 | GTEx | Skin Sun Exposed Lower leg | GS1-124K5.4 | 0.24 | 0.32 | lasso | 3 | 0.32 | 2.9e-27 | 5.1 | 5.7 | 1.1e-08 | 0.67 | 1.00 | 0.00 | FALSE |
49 | GTEx | Skin Sun Exposed Lower leg | KCTD7 | 0.04 | 0.03 | enet | 13 | 0.04 | 1.8e-04 | 5.1 | 6.3 | 3.4e-10 | 0.73 | 0.26 | 0.68 | FALSE |
50 | GTEx | Spleen | GS1-124K5.4 | 0.28 | 0.17 | enet | 19 | 0.23 | 1.3e-06 | 5.6 | 7.3 | 3.9e-13 | 0.69 | 0.37 | 0.61 | FALSE |
51 | GTEx | Thyroid | GS1-124K5.11 | 0.24 | 0.17 | lasso | 16 | 0.22 | 1.3e-16 | 6.4 | -6.2 | 6.6e-10 | -0.78 | 0.22 | 0.78 | FALSE |
52 | GTEx | Thyroid | GTF2IRD1P1 | 0.30 | 0.36 | lasso | 9 | 0.38 | 2.1e-30 | 4.9 | 5.4 | 5.9e-08 | 0.65 | 1.00 | 0.00 | FALSE |
53 | GTEx | Thyroid | GS1-124K5.4 | 0.17 | 0.16 | lasso | 6 | 0.15 | 1.2e-11 | 6.4 | 6.9 | 6.8e-12 | 0.74 | 0.65 | 0.35 | FALSE |
54 | GTEx | Vagina | GS1-124K5.4 | 0.27 | 0.22 | lasso | 3 | 0.19 | 3.5e-05 | 6.4 | 6.6 | 3.8e-11 | 0.77 | 0.33 | 0.29 | FALSE |
55 | GTEx | Whole Blood | GS1-124K5.4 | 0.18 | 0.14 | enet | 18 | 0.12 | 1.5e-11 | 6.4 | 5.8 | 6.8e-09 | 0.62 | 0.80 | 0.20 | FALSE |
56 | METSIM | Adipose | GS1-124K5.4 | 0.05 | 0.07 | lasso | 9 | 0.07 | 1.2e-10 | 5.0 | 5.6 | 1.9e-08 | 0.66 | 0.97 | 0.03 | FALSE |
57 | ROSMAP | Brain Pre-frontal Cortex | GS1-124K5.11 | 0.15 | 0.16 | enet | 29 | 0.19 | 2.7e-24 | 5.1 | -5.3 | 1.3e-07 | -0.63 | 1.00 | 0.00 | FALSE |
58 | ROSMAP | Brain Pre-frontal Cortex | GS1-124K5.4 | 0.12 | 0.19 | lasso | 13 | 0.22 | 7.9e-28 | 5.0 | 6.0 | 1.6e-09 | 0.72 | 0.98 | 0.02 | FALSE |
59 | ROSMAP | Brain Pre-frontal Cortex | KCTD7 | 0.08 | 0.07 | enet | 20 | 0.08 | 8.4e-11 | 5.6 | -5.4 | 5.7e-08 | -0.54 | 1.00 | 0.00 | FALSE |
60 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | NCRNA00174 | 0.23 | 0.32 | lasso | 2 | 0.32 | 1.9e-36 | 5.6 | -5.6 | 2.6e-08 | -0.50 | 0.19 | 0.81 | FALSE |
61 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ASL | 0.07 | 0.04 | lasso | 3 | 0.05 | 5.0e-06 | 5.0 | -6.3 | 3.1e-10 | -0.70 | 0.15 | 0.83 | FALSE |
62 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | KCTD7 | 0.04 | 0.02 | blup | 28 | 0.02 | 6.7e-03 | 5.1 | 5.7 | 1.1e-08 | 0.57 | 0.02 | 0.36 | FALSE |
63 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | NCRNA00174 | 0.06 | 0.04 | blup | 27 | 0.06 | 9.0e-08 | 5.0 | -6.2 | 6.3e-10 | -0.72 | 0.02 | 0.98 | FALSE |
64 | The Cancer Genome Atlas | Prostate Adenocarcinoma | KCTD7 | 0.02 | 0.01 | blup | 28 | 0.01 | 1.6e-02 | 5.1 | 5.9 | 3.4e-09 | 0.57 | 0.02 | 0.31 | FALSE |
65 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TPST1 | 0.07 | 0.03 | blup | 75 | 0.05 | 3.5e-06 | 5.0 | 5.5 | 3.0e-08 | 0.70 | 0.09 | 0.90 | FALSE |
66 | The Cancer Genome Atlas | Thyroid Carcinoma | ASL | 0.11 | 0.05 | blup | 21 | 0.07 | 1.8e-07 | 5.1 | -6.0 | 1.5e-09 | -0.56 | 0.17 | 0.47 | FALSE |
67 | The Cancer Genome Atlas | Thyroid Carcinoma | RABGEF1 | 0.25 | 0.33 | lasso | 6 | 0.35 | 2.6e-35 | 4.9 | 5.3 | 1.2e-07 | 0.58 | 0.90 | 0.10 | FALSE |