Best TWAS P=3.5e-14 · Best GWAS P=6.32e-14 conditioned to 1
# | 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 | DR1 | 0.21 | 0.20 | blup | 305 | 0.23 | 1.8e-27 | 7.1 | 6.5 | 7.5e-11 | 0.83 | 0.03 | 0.97 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | LOC100131564 | 0.39 | 0.53 | bslmm | 315 | 0.54 | 9.6e-78 | 5.4 | -6.1 | 1.1e-09 | -0.70 | 1.00 | 0.00 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | TMED5 | 0.06 | 0.07 | enet | 20 | 0.09 | 6.7e-11 | 6.4 | -7.0 | 1.8e-12 | -0.90 | 0.05 | 0.95 | FALSE |
4 | GTEx | Adipose Subcutaneous | DR1 | 0.18 | 0.14 | lasso | 6 | 0.12 | 3.7e-10 | 5.3 | 6.1 | 9.5e-10 | 0.74 | 0.93 | 0.07 | FALSE |
5 | GTEx | Adipose Subcutaneous | RP4-717I23.3 | 0.34 | 0.39 | lasso | 7 | 0.44 | 2.5e-39 | 5.3 | -5.3 | 1.4e-07 | -0.64 | 1.00 | 0.00 | FALSE |
6 | GTEx | Adipose Visceral Omentum | DR1 | 0.10 | 0.05 | lasso | 5 | 0.06 | 5.0e-04 | 6.6 | 7.2 | 8.0e-13 | 0.84 | 0.05 | 0.94 | FALSE |
7 | GTEx | Adipose Visceral Omentum | RP4-717I23.3 | 0.28 | 0.32 | enet | 19 | 0.34 | 1.4e-18 | 5.3 | -5.9 | 3.1e-09 | -0.72 | 1.00 | 0.00 | FALSE |
8 | GTEx | Adrenal Gland | RP4-717I23.3 | 0.47 | 0.49 | enet | 30 | 0.53 | 5.5e-22 | 5.2 | -5.5 | 5.2e-08 | -0.61 | 1.00 | 0.00 | FALSE |
9 | GTEx | Artery Aorta | DR1 | 0.15 | 0.10 | lasso | 5 | 0.14 | 3.1e-08 | 5.3 | 6.7 | 2.2e-11 | 0.85 | 0.09 | 0.91 | FALSE |
10 | GTEx | Artery Aorta | RP4-717I23.3 | 0.26 | 0.36 | lasso | 5 | 0.33 | 4.6e-19 | 5.3 | -5.4 | 7.0e-08 | -0.65 | 1.00 | 0.00 | FALSE |
11 | GTEx | Artery Coronary | EVI5 | 0.09 | 0.10 | lasso | 2 | 0.07 | 3.1e-03 | 5.5 | 5.5 | 4.3e-08 | -0.09 | 0.18 | 0.17 | FALSE |
12 | GTEx | Artery Coronary | RP4-717I23.3 | 0.14 | 0.17 | lasso | 5 | 0.17 | 3.1e-06 | 5.3 | -5.3 | 1.2e-07 | -0.64 | 0.53 | 0.35 | FALSE |
13 | GTEx | Artery Tibial | DR1 | 0.17 | 0.11 | lasso | 8 | 0.18 | 5.9e-14 | 7.1 | 6.9 | 4.0e-12 | 0.88 | 0.03 | 0.97 | FALSE |
14 | GTEx | Artery Tibial | RP4-717I23.3 | 0.22 | 0.32 | lasso | 11 | 0.36 | 9.0e-30 | 5.3 | -5.6 | 1.9e-08 | -0.72 | 1.00 | 0.00 | FALSE |
15 | GTEx | Brain Caudate basal ganglia | RP4-717I23.3 | 0.43 | 0.46 | enet | 24 | 0.48 | 9.2e-16 | 5.2 | -5.4 | 7.3e-08 | -0.66 | 0.99 | 0.01 | FALSE |
16 | GTEx | Brain Cerebellar Hemisphere | TMED5 | 0.37 | 0.06 | enet | 21 | 0.11 | 1.1e-03 | 7.5 | -5.2 | 1.9e-07 | -0.87 | 0.02 | 0.94 | FALSE |
17 | GTEx | Brain Cerebellar Hemisphere | RP4-717I23.3 | 0.44 | 0.40 | lasso | 6 | 0.48 | 5.8e-14 | 4.8 | -5.7 | 1.2e-08 | -0.76 | 0.48 | 0.52 | FALSE |
18 | GTEx | Brain Cerebellum | RP4-717I23.3 | 0.48 | 0.53 | enet | 32 | 0.57 | 2.9e-20 | 5.2 | -6.3 | 2.1e-10 | -0.80 | 0.84 | 0.16 | FALSE |
19 | GTEx | Brain Cortex | RP4-717I23.3 | 0.39 | 0.37 | enet | 19 | 0.42 | 1.0e-12 | 5.8 | -5.7 | 1.0e-08 | -0.67 | 0.93 | 0.07 | FALSE |
20 | GTEx | Brain Frontal Cortex BA9 | RP4-717I23.3 | 0.48 | 0.53 | lasso | 12 | 0.53 | 1.6e-16 | 5.4 | -5.6 | 2.6e-08 | -0.68 | 0.79 | 0.21 | FALSE |
21 | GTEx | Brain Hippocampus | RP4-717I23.3 | 0.28 | 0.24 | lasso | 7 | 0.22 | 8.0e-06 | 5.4 | -5.6 | 1.8e-08 | -0.64 | 0.44 | 0.47 | FALSE |
22 | GTEx | Brain Hypothalamus | RP4-717I23.3 | 0.33 | 0.35 | enet | 25 | 0.37 | 1.1e-09 | 5.8 | -5.7 | 1.2e-08 | -0.66 | 0.56 | 0.44 | FALSE |
23 | GTEx | Brain Nucleus accumbens basal ganglia | RP4-717I23.3 | 0.50 | 0.42 | lasso | 5 | 0.47 | 3.0e-14 | 5.4 | -5.7 | 1.5e-08 | -0.66 | 0.95 | 0.05 | FALSE |
24 | GTEx | Brain Putamen basal ganglia | RP4-717I23.3 | 0.38 | 0.34 | enet | 37 | 0.34 | 9.1e-09 | 5.4 | -6.7 | 1.6e-11 | -0.69 | 0.47 | 0.50 | FALSE |
25 | GTEx | Breast Mammary Tissue | RP4-717I23.3 | 0.30 | 0.32 | enet | 17 | 0.33 | 1.4e-17 | 5.3 | -5.4 | 6.4e-08 | -0.64 | 1.00 | 0.00 | FALSE |
26 | GTEx | Breast Mammary Tissue (Male) | RP4-717I23.3 | 0.29 | 0.23 | lasso | 8 | 0.21 | 1.5e-05 | 5.2 | -5.5 | 4.7e-08 | -0.63 | 0.38 | 0.11 | FALSE |
27 | GTEx | Breast Mammary Tissue (Female) | RP4-717I23.3 | 0.19 | 0.20 | lasso | 13 | 0.19 | 2.1e-06 | 5.3 | -5.3 | 1.3e-07 | -0.64 | 0.82 | 0.09 | FALSE |
28 | GTEx | Cells EBV-transformed lymphocytes | RP4-717I23.3 | 0.32 | 0.36 | lasso | 10 | 0.36 | 9.8e-13 | 5.2 | -5.5 | 3.3e-08 | -0.68 | 0.96 | 0.04 | FALSE |
29 | GTEx | Cells Transformed fibroblasts | TMED5 | 0.10 | 0.11 | lasso | 3 | 0.09 | 4.6e-07 | 7.0 | -7.0 | 1.9e-12 | -0.92 | 0.08 | 0.92 | FALSE |
30 | GTEx | Cells Transformed fibroblasts | DR1 | 0.18 | 0.21 | enet | 18 | 0.24 | 6.0e-18 | 5.3 | 7.2 | 5.1e-13 | 0.82 | 0.67 | 0.33 | FALSE |
31 | GTEx | Cells Transformed fibroblasts | RP4-717I23.3 | 0.25 | 0.30 | lasso | 3 | 0.33 | 3.8e-25 | 4.8 | -5.1 | 2.8e-07 | -0.64 | 1.00 | 0.00 | FALSE |
32 | GTEx | Colon Sigmoid | RP4-717I23.3 | 0.28 | 0.30 | lasso | 8 | 0.33 | 2.4e-12 | 5.3 | -6.0 | 2.3e-09 | -0.72 | 0.90 | 0.10 | FALSE |
33 | GTEx | Colon Transverse | DR1 | 0.14 | 0.14 | lasso | 5 | 0.10 | 1.7e-05 | 5.2 | 5.7 | 1.0e-08 | 0.70 | 0.35 | 0.63 | FALSE |
34 | GTEx | Colon Transverse | RP4-717I23.3 | 0.25 | 0.28 | lasso | 5 | 0.23 | 2.0e-11 | 5.2 | -5.2 | 1.5e-07 | -0.64 | 1.00 | 0.00 | FALSE |
35 | GTEx | Esophagus Gastroesophageal Junction | RP4-717I23.3 | 0.31 | 0.26 | lasso | 17 | 0.30 | 1.4e-11 | 5.2 | -6.5 | 8.9e-11 | -0.81 | 0.22 | 0.78 | FALSE |
36 | GTEx | Esophagus Mucosa | RP4-717I23.3 | 0.23 | 0.27 | lasso | 2 | 0.29 | 1.5e-19 | 5.8 | -5.6 | 1.8e-08 | -0.62 | 1.00 | 0.00 | FALSE |
37 | GTEx | Esophagus Muscularis | DR1 | 0.12 | 0.06 | lasso | 7 | 0.07 | 6.6e-05 | 5.4 | 5.6 | 2.5e-08 | 0.72 | 0.20 | 0.66 | FALSE |
38 | GTEx | Esophagus Muscularis | CCDC18 | 0.06 | 0.05 | lasso | 4 | 0.04 | 2.8e-03 | 6.5 | -6.6 | 3.3e-11 | -0.76 | 0.16 | 0.71 | FALSE |
39 | GTEx | Esophagus Muscularis | RP4-717I23.3 | 0.31 | 0.38 | lasso | 5 | 0.42 | 2.0e-27 | 5.2 | -6.0 | 2.0e-09 | -0.76 | 1.00 | 0.00 | FALSE |
40 | GTEx | Heart Atrial Appendage | DR1 | 0.10 | 0.06 | lasso | 4 | 0.05 | 2.8e-03 | 6.4 | 6.0 | 1.4e-09 | 0.71 | 0.10 | 0.80 | FALSE |
41 | GTEx | Heart Atrial Appendage | RP4-717I23.3 | 0.30 | 0.25 | lasso | 6 | 0.27 | 1.3e-12 | 5.3 | -5.6 | 2.0e-08 | -0.64 | 1.00 | 0.00 | FALSE |
42 | GTEx | Heart Left Ventricle | RP4-717I23.3 | 0.20 | 0.25 | lasso | 5 | 0.26 | 3.1e-14 | 5.3 | -5.3 | 1.3e-07 | -0.64 | 1.00 | 0.00 | FALSE |
43 | GTEx | Liver | RP4-717I23.3 | 0.22 | 0.21 | lasso | 8 | 0.16 | 3.6e-05 | 5.3 | -5.3 | 1.3e-07 | -0.61 | 0.64 | 0.03 | FALSE |
44 | GTEx | Lung | DR1 | 0.07 | 0.07 | lasso | 4 | 0.06 | 2.4e-05 | 5.8 | 6.0 | 2.2e-09 | 0.70 | 0.26 | 0.73 | FALSE |
45 | GTEx | Lung | RP4-717I23.3 | 0.38 | 0.36 | lasso | 9 | 0.36 | 3.9e-29 | 5.2 | -5.3 | 1.4e-07 | -0.64 | 1.00 | 0.00 | FALSE |
46 | GTEx | Muscle Skeletal | RP4-717I23.3 | 0.17 | 0.19 | enet | 25 | 0.18 | 3.3e-17 | 5.3 | -5.4 | 8.2e-08 | -0.62 | 1.00 | 0.00 | FALSE |
47 | GTEx | Nerve Tibial | DR1 | 0.10 | 0.08 | lasso | 4 | 0.07 | 8.8e-06 | 5.3 | 5.6 | 2.1e-08 | 0.66 | 0.74 | 0.24 | FALSE |
48 | GTEx | Nerve Tibial | CCDC18 | 0.06 | 0.04 | lasso | 11 | 0.04 | 7.2e-04 | 6.4 | -6.2 | 4.0e-10 | -0.82 | 0.04 | 0.91 | FALSE |
49 | GTEx | Nerve Tibial | RP4-717I23.3 | 0.43 | 0.46 | enet | 39 | 0.54 | 1.0e-44 | 5.3 | -6.1 | 1.1e-09 | -0.75 | 1.00 | 0.00 | FALSE |
50 | GTEx | Ovary | RP4-717I23.3 | 0.44 | 0.43 | lasso | 7 | 0.42 | 1.5e-11 | 5.2 | -5.5 | 3.0e-08 | -0.63 | 0.98 | 0.02 | FALSE |
51 | GTEx | Pancreas | FAM69A | 0.10 | 0.08 | enet | 12 | 0.04 | 1.1e-02 | 5.5 | 5.7 | 9.3e-09 | -0.03 | 0.25 | 0.04 | TRUE |
52 | GTEx | Pancreas | RP4-717I23.3 | 0.28 | 0.32 | lasso | 8 | 0.32 | 4.0e-14 | 5.2 | -5.5 | 4.6e-08 | -0.64 | 1.00 | 0.00 | FALSE |
53 | GTEx | Pituitary | RP4-717I23.3 | 0.53 | 0.44 | lasso | 11 | 0.47 | 1.8e-13 | 5.3 | -5.7 | 1.3e-08 | -0.71 | 0.93 | 0.07 | FALSE |
54 | GTEx | Prostate | RP4-717I23.3 | 0.46 | 0.46 | lasso | 10 | 0.45 | 1.1e-12 | 5.8 | -5.8 | 7.5e-09 | -0.62 | 0.89 | 0.11 | FALSE |
55 | GTEx | Skin Not Sun Exposed Suprapubic | RP4-717I23.3 | 0.40 | 0.41 | lasso | 9 | 0.38 | 3.7e-22 | 5.3 | -5.4 | 6.7e-08 | -0.62 | 1.00 | 0.00 | FALSE |
56 | GTEx | Skin Sun Exposed Lower leg | RP4-717I23.3 | 0.20 | 0.28 | lasso | 13 | 0.30 | 1.5e-25 | 5.3 | -5.4 | 6.9e-08 | -0.64 | 1.00 | 0.00 | FALSE |
57 | GTEx | Spleen | CCDC18 | 0.29 | 0.07 | lasso | 10 | 0.15 | 9.2e-05 | 7.1 | -6.5 | 9.5e-11 | -0.89 | 0.02 | 0.95 | FALSE |
58 | GTEx | Spleen | RP4-717I23.3 | 0.39 | 0.46 | enet | 22 | 0.48 | 5.3e-14 | 4.8 | -5.4 | 5.3e-08 | -0.63 | 0.99 | 0.01 | FALSE |
59 | GTEx | Stomach | RP4-717I23.3 | 0.33 | 0.35 | lasso | 8 | 0.38 | 2.5e-19 | 5.3 | -5.7 | 1.5e-08 | -0.73 | 1.00 | 0.00 | FALSE |
60 | GTEx | Testis | TMED5 | 0.27 | 0.31 | lasso | 5 | 0.30 | 6.9e-14 | 7.0 | -7.1 | 1.2e-12 | -0.95 | 0.05 | 0.95 | FALSE |
61 | GTEx | Thyroid | RP4-717I23.3 | 0.41 | 0.44 | lasso | 10 | 0.49 | 1.8e-42 | 5.3 | -5.7 | 1.3e-08 | -0.67 | 1.00 | 0.00 | FALSE |
62 | GTEx | Uterus | RP4-717I23.3 | 0.23 | 0.16 | enet | 14 | 0.17 | 2.7e-04 | 5.2 | -5.5 | 3.1e-08 | -0.63 | 0.24 | 0.27 | FALSE |
63 | GTEx | Vagina | RP4-717I23.3 | 0.26 | 0.13 | lasso | 7 | 0.09 | 3.8e-03 | 5.2 | -5.9 | 3.0e-09 | -0.65 | 0.14 | 0.43 | FALSE |
64 | METSIM | Adipose | CCDC18 | 0.08 | 0.06 | lasso | 4 | 0.07 | 4.9e-10 | 5.8 | -6.4 | 1.3e-10 | -0.76 | 0.98 | 0.02 | FALSE |
65 | METSIM | Adipose | FAM69A | 0.03 | 0.03 | bslmm | 293 | 0.02 | 1.8e-03 | 5.0 | -5.5 | 5.1e-08 | -0.07 | 0.67 | 0.01 | FALSE |
66 | METSIM | Adipose | RP4-717I23.3 | 0.21 | 0.34 | enet | 34 | 0.34 | 3.0e-52 | 4.8 | -5.4 | 8.3e-08 | -0.65 | 1.00 | 0.00 | FALSE |
67 | METSIM | Adipose | TMED5 | 0.05 | 0.07 | lasso | 17 | 0.06 | 2.4e-09 | 5.2 | -5.4 | 8.0e-08 | -0.64 | 1.00 | 0.00 | FALSE |
68 | NTR | Blood | DR1 | 0.01 | 0.01 | blup | 304 | 0.01 | 6.5e-03 | 6.6 | 5.8 | 5.1e-09 | 0.71 | 0.04 | 0.85 | FALSE |
69 | NTR | Blood | TMED5 | 0.01 | 0.01 | blup | 277 | 0.01 | 5.2e-04 | 6.4 | -6.1 | 9.2e-10 | -0.79 | 0.04 | 0.92 | FALSE |
70 | ROSMAP | Brain Pre-frontal Cortex | TMED5 | 0.11 | 0.10 | enet | 17 | 0.13 | 2.7e-16 | 6.4 | -7.2 | 7.4e-13 | -0.82 | 0.06 | 0.94 | FALSE |
71 | ROSMAP | Brain Pre-frontal Cortex | DR1 | 0.09 | 0.12 | enet | 20 | 0.16 | 1.2e-20 | 5.2 | 6.8 | 1.5e-11 | 0.86 | 0.26 | 0.74 | FALSE |
72 | ROSMAP | Brain Pre-frontal Cortex | RP4-717I23.3 | 0.33 | 0.57 | lasso | 9 | 0.58 | 2.6e-92 | 5.3 | -5.7 | 1.3e-08 | -0.69 | 1.00 | 0.00 | FALSE |
73 | YFS | Blood | DR1 | 0.11 | 0.17 | lasso | 17 | 0.19 | 2.0e-58 | 7.5 | 7.3 | 2.1e-13 | 0.95 | 0.00 | 1.00 | FALSE |
74 | YFS | Blood | FAM69A | 0.28 | 0.09 | enet | 29 | 0.13 | 4.9e-40 | -3.4 | -5.1 | 3.0e-07 | -0.07 | 1.00 | 0.00 | FALSE |
75 | YFS | Blood | TMED5 | 0.14 | 0.19 | lasso | 16 | 0.22 | 1.1e-69 | 5.4 | -6.4 | 1.9e-10 | -0.85 | 1.00 | 0.00 | FALSE |
76 | The Cancer Genome Atlas | Breast Invasive Carcinoma | DR1 | 0.04 | 0.04 | lasso | 3 | 0.04 | 1.5e-08 | 7.5 | 7.5 | 5.9e-14 | 0.98 | 0.00 | 1.00 | FALSE |
77 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TMED5 | 0.06 | 0.00 | enet | 7 | 0.01 | 2.5e-02 | -3.5 | -6.1 | 1.2e-09 | -0.58 | 0.02 | 0.42 | FALSE |
78 | The Cancer Genome Atlas | Colon Adenocarcinoma | CCDC18 | 0.08 | 0.08 | lasso | 1 | 0.05 | 7.7e-04 | 5.2 | 5.2 | 1.6e-07 | 0.65 | 0.40 | 0.13 | FALSE |
79 | The Cancer Genome Atlas | Colon Adenocarcinoma | DR1 | 0.36 | 0.06 | enet | 9 | 0.06 | 2.2e-04 | 6.4 | 6.0 | 2.3e-09 | 0.71 | 0.01 | 0.92 | FALSE |
80 | The Cancer Genome Atlas | Glioblastoma Multiforme | TMED5 | 0.08 | 0.05 | blup | 39 | 0.03 | 4.7e-02 | 7.1 | -7.0 | 2.9e-12 | -0.95 | 0.01 | 0.72 | FALSE |
81 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | DR1 | 0.03 | 0.03 | lasso | 1 | 0.03 | 3.2e-04 | 6.4 | 6.4 | 1.7e-10 | 0.78 | 0.01 | 0.79 | FALSE |
82 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DR1 | 0.05 | 0.05 | blup | 29 | 0.06 | 4.1e-07 | 7.2 | 7.3 | 2.0e-13 | 0.95 | 0.01 | 0.99 | FALSE |
83 | The Cancer Genome Atlas | Brain Lower Grade Glioma | DR1 | 0.03 | 0.03 | blup | 29 | 0.03 | 1.1e-04 | 7.5 | 7.5 | 4.5e-14 | 0.98 | 0.00 | 0.99 | FALSE |
84 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TMED5 | 0.08 | 0.06 | enet | 12 | 0.07 | 3.5e-08 | 7.1 | -6.6 | 4.1e-11 | -0.83 | 0.01 | 0.99 | FALSE |
85 | The Cancer Genome Atlas | Lung Adenocarcinoma | DR1 | 0.05 | 0.03 | blup | 29 | 0.03 | 1.3e-04 | 6.4 | 6.6 | 4.4e-11 | 0.85 | 0.02 | 0.82 | FALSE |
86 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | DR1 | 0.03 | 0.02 | blup | 29 | 0.02 | 3.2e-03 | 7.1 | 7.4 | 1.2e-13 | 0.98 | 0.00 | 0.96 | FALSE |
87 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | TMED5 | 0.05 | 0.05 | enet | 11 | 0.04 | 9.7e-04 | 6.6 | -6.7 | 2.2e-11 | -0.83 | 0.02 | 0.84 | FALSE |
88 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | DR1 | 0.09 | 0.09 | lasso | 2 | 0.07 | 4.7e-04 | 7.5 | 7.5 | 6.3e-14 | 1.00 | 0.00 | 0.93 | FALSE |
89 | The Cancer Genome Atlas | Prostate Adenocarcinoma | DR1 | 0.10 | 0.09 | blup | 29 | 0.08 | 3.9e-09 | 7.5 | 7.6 | 3.5e-14 | 0.98 | 0.00 | 1.00 | TRUE |
90 | The Cancer Genome Atlas | Soft Tissue Sarcoma | DR1 | 0.10 | 0.03 | lasso | 4 | 0.06 | 3.2e-04 | 5.3 | 6.7 | 2.3e-11 | 0.85 | 0.02 | 0.92 | FALSE |
91 | The Cancer Genome Atlas | Stomach Adenocarcinoma | DR1 | 0.07 | 0.05 | enet | 9 | 0.07 | 6.2e-06 | 7.1 | 7.1 | 9.7e-13 | 0.92 | 0.01 | 0.99 | FALSE |
92 | The Cancer Genome Atlas | Stomach Adenocarcinoma | TMED5 | 0.05 | 0.06 | lasso | 2 | 0.05 | 1.4e-04 | 5.9 | -5.9 | 4.1e-09 | -0.91 | 0.02 | 0.94 | FALSE |
93 | The Cancer Genome Atlas | Thyroid Carcinoma | DR1 | 0.16 | 0.18 | blup | 29 | 0.19 | 4.1e-18 | 7.2 | 7.2 | 4.9e-13 | 0.95 | 0.01 | 0.99 | FALSE |