Best TWAS P=3.88e-24 · Best GWAS P=3.48e-23 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 | FAM160A1 | 0.04 | 0.04 | blup | 436 | 0.06 | 1.8e-07 | -8.7 | 8.6 | 5.5e-18 | 0.80 | 0.58 | 0.42 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | PET112 | 0.16 | 0.24 | lasso | 10 | 0.23 | 2.7e-27 | -7.3 | 7.5 | 7.2e-14 | 0.65 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | PET112 | 0.21 | 0.16 | lasso | 8 | 0.15 | 5.4e-12 | -7.3 | 7.5 | 7.8e-14 | 0.65 | 1.00 | 0.00 | FALSE |
4 | GTEx | Artery Aorta | PET112 | 0.17 | 0.10 | lasso | 9 | 0.11 | 1.2e-06 | -7.7 | 7.7 | 1.9e-14 | 0.65 | 0.99 | 0.00 | FALSE |
5 | GTEx | Artery Coronary | PET112 | 0.16 | 0.13 | lasso | 11 | 0.14 | 1.7e-05 | -7.4 | 7.3 | 2.0e-13 | 0.65 | 0.57 | 0.09 | FALSE |
6 | GTEx | Artery Tibial | PET112 | 0.17 | 0.14 | lasso | 3 | 0.13 | 4.3e-10 | -7.4 | 7.5 | 7.8e-14 | 0.67 | 1.00 | 0.00 | FALSE |
7 | GTEx | Brain Caudate basal ganglia | PET112 | 0.13 | 0.15 | lasso | 3 | 0.12 | 2.7e-04 | -7.4 | 7.4 | 1.1e-13 | 0.66 | 0.28 | 0.12 | FALSE |
8 | GTEx | Brain Cerebellar Hemisphere | PET112 | 0.24 | 0.24 | lasso | 6 | 0.21 | 4.6e-06 | -7.3 | 7.2 | 8.8e-13 | 0.64 | 0.56 | 0.14 | FALSE |
9 | GTEx | Brain Cerebellar Hemisphere | SH3D19 | 0.28 | 0.22 | lasso | 5 | 0.20 | 9.3e-06 | 9.9 | -10.1 | 3.9e-24 | -0.97 | 0.02 | 0.97 | TRUE |
10 | GTEx | Brain Cerebellar Hemisphere | RP11-164P12.3 | 0.19 | 0.05 | enet | 20 | 0.02 | 8.8e-02 | 9.9 | 7.9 | 2.1e-15 | 0.77 | 0.02 | 0.93 | FALSE |
11 | GTEx | Brain Cerebellar Hemisphere | RP11-164P12.4 | 0.47 | 0.44 | enet | 18 | 0.35 | 6.6e-10 | 9.8 | 10.0 | 1.6e-23 | 0.92 | 0.02 | 0.98 | FALSE |
12 | GTEx | Brain Cerebellum | PET112 | 0.13 | 0.15 | lasso | 8 | 0.13 | 1.3e-04 | -7.7 | 7.7 | 1.8e-14 | 0.67 | 0.31 | 0.07 | FALSE |
13 | GTEx | Brain Cerebellum | RP11-164P12.3 | 0.21 | 0.02 | enet | 19 | 0.03 | 3.4e-02 | 9.8 | 7.7 | 1.3e-14 | 0.77 | 0.03 | 0.90 | FALSE |
14 | GTEx | Brain Cerebellum | RP11-164P12.4 | 0.48 | 0.40 | lasso | 17 | 0.49 | 2.2e-16 | -8.8 | 9.5 | 1.7e-21 | 0.89 | 0.02 | 0.98 | FALSE |
15 | GTEx | Brain Cortex | PET112 | 0.11 | 0.13 | enet | 22 | 0.12 | 4.1e-04 | -7.9 | 8.2 | 2.8e-16 | 0.79 | 0.16 | 0.68 | FALSE |
16 | GTEx | Brain Frontal Cortex BA9 | PET112 | 0.22 | 0.13 | enet | 14 | 0.05 | 1.6e-02 | -8.7 | 7.5 | 4.5e-14 | 0.79 | 0.14 | 0.43 | FALSE |
17 | GTEx | Breast Mammary Tissue | PET112 | 0.12 | 0.03 | enet | 11 | 0.01 | 1.4e-01 | -7.4 | 9.2 | 2.2e-20 | 0.71 | 0.59 | 0.14 | FALSE |
18 | GTEx | Breast Mammary Tissue (Female) | PET112 | 0.03 | 0.00 | lasso | 4 | 0.00 | 3.2e-01 | -6.0 | 8.0 | 1.1e-15 | 0.54 | 0.04 | 0.06 | FALSE |
19 | GTEx | Cells EBV-transformed lymphocytes | PET112 | 0.26 | 0.20 | enet | 23 | 0.26 | 3.7e-09 | -8.8 | -7.0 | 3.4e-12 | -0.70 | 0.91 | 0.08 | FALSE |
20 | GTEx | Colon Sigmoid | PET112 | 0.13 | 0.08 | enet | 18 | 0.03 | 2.6e-02 | -7.2 | 7.5 | 5.0e-14 | 0.72 | 0.20 | 0.56 | FALSE |
21 | GTEx | Colon Transverse | PET112 | 0.16 | 0.18 | lasso | 4 | 0.21 | 3.0e-10 | -7.3 | 5.8 | 7.6e-09 | 0.48 | 0.99 | 0.00 | FALSE |
22 | GTEx | Esophagus Mucosa | PET112 | 0.07 | 0.10 | lasso | 1 | 0.09 | 1.8e-06 | -7.3 | 7.3 | 2.6e-13 | 0.64 | 0.94 | 0.01 | FALSE |
23 | GTEx | Esophagus Muscularis | PET112 | 0.13 | 0.12 | lasso | 1 | 0.13 | 3.9e-08 | -7.3 | 7.3 | 2.5e-13 | 0.64 | 0.98 | 0.00 | FALSE |
24 | GTEx | Heart Atrial Appendage | PET112 | 0.20 | 0.11 | enet | 24 | 0.18 | 2.1e-08 | -9.2 | 8.8 | 1.1e-18 | 0.73 | 0.16 | 0.83 | FALSE |
25 | GTEx | Heart Atrial Appendage | RP11-164P12.3 | 0.13 | 0.03 | lasso | 5 | 0.02 | 4.4e-02 | -7.9 | 8.3 | 1.4e-16 | 0.71 | 0.13 | 0.52 | FALSE |
26 | GTEx | Heart Left Ventricle | PET112 | 0.14 | 0.06 | lasso | 4 | 0.04 | 5.0e-03 | -8.7 | 8.8 | 2.0e-18 | 0.81 | 0.23 | 0.27 | FALSE |
27 | GTEx | Muscle Skeletal | PET112 | 0.10 | 0.07 | lasso | 5 | 0.07 | 3.6e-07 | -7.3 | 7.2 | 6.9e-13 | 0.63 | 0.99 | 0.00 | FALSE |
28 | GTEx | Nerve Tibial | PET112 | 0.13 | 0.10 | enet | 13 | 0.10 | 9.7e-08 | -8.4 | 8.3 | 1.0e-16 | 0.77 | 0.99 | 0.01 | FALSE |
29 | GTEx | Nerve Tibial | RP11-164P12.3 | 0.08 | 0.14 | lasso | 6 | 0.14 | 8.3e-10 | -7.9 | 8.7 | 3.3e-18 | 0.78 | 0.94 | 0.06 | FALSE |
30 | GTEx | Spleen | PET112 | 0.34 | 0.04 | lasso | 8 | 0.11 | 1.2e-03 | -7.2 | 6.5 | 9.9e-11 | 0.55 | 0.26 | 0.06 | FALSE |
31 | GTEx | Spleen | RP11-164P12.4 | 0.36 | 0.26 | lasso | 10 | 0.20 | 5.8e-06 | 9.9 | 9.9 | 5.8e-23 | 0.92 | 0.02 | 0.98 | FALSE |
32 | GTEx | Thyroid | PET112 | 0.27 | 0.21 | enet | 38 | 0.22 | 1.1e-16 | -7.3 | 7.0 | 2.3e-12 | 0.55 | 1.00 | 0.00 | FALSE |
33 | NTR | Blood | FAM160A1 | 0.03 | 0.02 | enet | 26 | 0.02 | 1.4e-07 | -8.4 | 9.3 | 1.6e-20 | 0.84 | 0.03 | 0.97 | FALSE |
34 | ROSMAP | Brain Pre-frontal Cortex | PET112 | 0.04 | 0.02 | bslmm | 410 | 0.04 | 5.2e-06 | -8.9 | 9.7 | 3.3e-22 | 0.68 | 0.68 | 0.18 | FALSE |
35 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PET112L | 0.14 | 0.02 | enet | 12 | 0.04 | 1.1e-04 | -7.2 | 6.5 | 6.4e-11 | 0.58 | 0.09 | 0.86 | FALSE |
36 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FAM160A1 | 0.04 | 0.02 | blup | 99 | 0.02 | 1.2e-05 | 9.9 | 8.6 | 9.5e-18 | 0.79 | 0.02 | 0.98 | FALSE |
37 | The Cancer Genome Atlas | Colon Adenocarcinoma | FAM160A1 | 0.06 | 0.05 | lasso | 3 | 0.04 | 1.8e-03 | -8.4 | 9.1 | 8.2e-20 | 0.81 | 0.04 | 0.71 | FALSE |
38 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PET112L | 0.05 | 0.02 | enet | 6 | 0.03 | 4.0e-04 | -7.7 | 7.5 | 4.7e-14 | 0.68 | 0.07 | 0.87 | FALSE |
39 | The Cancer Genome Atlas | Lung Adenocarcinoma | PET112L | 0.02 | 0.01 | lasso | 1 | 0.01 | 7.1e-02 | -7.4 | 7.4 | 1.4e-13 | 0.66 | 0.07 | 0.27 | FALSE |
40 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | FAM160A1 | 0.07 | 0.03 | lasso | 3 | 0.05 | 1.9e-04 | -8.6 | 8.5 | 2.4e-17 | 0.78 | 0.06 | 0.90 | FALSE |
41 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | FAM160A1 | 0.08 | 0.05 | blup | 99 | 0.05 | 2.9e-03 | -7.9 | 9.3 | 1.9e-20 | 0.81 | 0.04 | 0.73 | FALSE |
42 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | PET112L | 0.09 | 0.04 | blup | 76 | 0.07 | 1.0e-03 | -7.1 | 8.3 | 1.3e-16 | 0.71 | 0.12 | 0.65 | FALSE |
43 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | PET112L | 0.09 | 0.07 | lasso | 2 | 0.06 | 2.5e-03 | -7.7 | 7.6 | 3.8e-14 | 0.66 | 0.08 | 0.28 | FALSE |
44 | The Cancer Genome Atlas | Prostate Adenocarcinoma | FAM160A1 | 0.09 | 0.10 | lasso | 2 | 0.10 | 3.3e-10 | 9.9 | 10.0 | 1.9e-23 | 1.00 | 0.01 | 0.99 | FALSE |
45 | The Cancer Genome Atlas | Stomach Adenocarcinoma | PET112L | 0.04 | 0.03 | blup | 77 | 0.02 | 6.6e-03 | -6.6 | 6.6 | 5.4e-11 | 0.54 | 0.10 | 0.14 | FALSE |
46 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | PET112L | 0.12 | 0.03 | blup | 77 | 0.05 | 8.9e-03 | -7.0 | 5.2 | 1.5e-07 | 0.42 | 0.04 | 0.08 | FALSE |
47 | The Cancer Genome Atlas | Thyroid Carcinoma | PET112L | 0.13 | 0.08 | lasso | 3 | 0.08 | 1.9e-08 | -7.3 | 7.0 | 2.0e-12 | 0.62 | 0.73 | 0.27 | FALSE |
48 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | FAM160A1 | 0.16 | 0.14 | enet | 33 | 0.11 | 6.6e-04 | 9.9 | 9.8 | 1.3e-22 | 0.88 | 0.02 | 0.97 | FALSE |