Best TWAS P=3.12e-14 · Best GWAS P=1.63e-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 | PDS5A | 0.05 | 0.04 | lasso | 3 | 0.02 | 7.6e-04 | -5.8 | -6.1 | 8.1e-10 | -0.11 | 0.97 | 0.00 | TRUE |
2 | GTEx | Adipose Subcutaneous | WDR19 | 0.05 | 0.01 | lasso | 5 | 0.00 | 1.3e-01 | -6.5 | 7.0 | 2.9e-12 | 0.90 | 0.07 | 0.85 | FALSE |
3 | GTEx | Adipose Subcutaneous | AC021860.1 | 0.32 | 0.28 | enet | 20 | 0.36 | 2.7e-30 | 3.8 | 5.3 | 1.0e-07 | -0.01 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Visceral Omentum | AC021860.1 | 0.33 | 0.08 | lasso | 9 | 0.13 | 3.2e-07 | 3.8 | 6.2 | 6.3e-10 | 0.02 | 0.50 | 0.38 | FALSE |
5 | GTEx | Adipose Visceral Omentum | RP11-617D20.1 | 0.31 | 0.10 | enet | 21 | 0.17 | 3.9e-09 | 3.6 | 6.5 | 7.7e-11 | -0.03 | 0.25 | 0.75 | FALSE |
6 | GTEx | Adipose Visceral Omentum | RP11-360F5.3 | 0.18 | 0.13 | enet | 19 | 0.13 | 2.9e-07 | -4.6 | 5.8 | 9.1e-09 | 0.80 | 0.21 | 0.79 | FALSE |
7 | GTEx | Adrenal Gland | RP11-360F5.3 | 0.09 | 0.01 | enet | 12 | 0.02 | 6.2e-02 | 7.5 | 7.4 | 1.1e-13 | 0.88 | 0.02 | 0.92 | FALSE |
8 | GTEx | Artery Aorta | AC021860.1 | 0.34 | 0.14 | lasso | 4 | 0.32 | 6.5e-18 | 4.5 | 5.4 | 6.8e-08 | 0.01 | 1.00 | 0.00 | FALSE |
9 | GTEx | Artery Aorta | RP11-360F5.1 | 0.07 | 0.01 | lasso | 3 | 0.01 | 7.9e-02 | -5.8 | -6.0 | 2.4e-09 | -0.78 | 0.09 | 0.76 | FALSE |
10 | GTEx | Artery Tibial | AC021860.1 | 0.30 | 0.09 | enet | 30 | 0.22 | 1.5e-17 | 3.8 | 6.6 | 3.6e-11 | 0.05 | 1.00 | 0.00 | FALSE |
11 | GTEx | Artery Tibial | RP11-617D20.1 | 0.32 | 0.23 | enet | 39 | 0.28 | 5.0e-22 | 3.8 | 5.9 | 4.5e-09 | 0.03 | 1.00 | 0.00 | FALSE |
12 | GTEx | Brain Cerebellar Hemisphere | PDS5A | 0.26 | 0.10 | lasso | 7 | 0.14 | 1.8e-04 | -5.8 | -5.3 | 1.2e-07 | -0.08 | 0.15 | 0.07 | FALSE |
13 | GTEx | Brain Frontal Cortex BA9 | AC021860.1 | 0.52 | 0.23 | lasso | 13 | 0.24 | 3.6e-07 | -3.8 | 5.6 | 2.4e-08 | 0.07 | 0.42 | 0.25 | FALSE |
14 | GTEx | Brain Frontal Cortex BA9 | RP11-617D20.1 | 0.34 | 0.14 | lasso | 4 | 0.14 | 1.7e-04 | 4.5 | 5.3 | 1.2e-07 | 0.02 | 0.16 | 0.31 | FALSE |
15 | GTEx | Brain Putamen basal ganglia | RP11-360F5.3 | 0.24 | 0.15 | enet | 44 | 0.03 | 8.4e-02 | 2.0 | 5.7 | 1.1e-08 | 0.53 | 0.16 | 0.09 | FALSE |
16 | GTEx | Breast Mammary Tissue | AC021860.1 | 0.49 | 0.13 | enet | 29 | 0.27 | 2.2e-14 | 3.8 | 5.2 | 1.7e-07 | 0.03 | 1.00 | 0.00 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | SMIM14 | 0.12 | 0.13 | enet | 13 | 0.11 | 2.5e-08 | 4.0 | -6.2 | 4.8e-10 | -0.34 | 0.99 | 0.00 | FALSE |
18 | GTEx | Esophagus Muscularis | AC021860.1 | 0.40 | 0.19 | enet | 24 | 0.36 | 3.9e-23 | 3.8 | 5.3 | 1.0e-07 | 0.01 | 1.00 | 0.00 | FALSE |
19 | GTEx | Heart Atrial Appendage | AC021860.1 | 0.48 | 0.07 | lasso | 15 | 0.19 | 8.1e-09 | 3.6 | 5.2 | 1.5e-07 | -0.02 | 0.80 | 0.05 | FALSE |
20 | GTEx | Lung | WDR19 | 0.07 | 0.10 | lasso | 1 | 0.07 | 2.8e-06 | -5.8 | 5.8 | 7.5e-09 | 0.69 | 0.56 | 0.42 | FALSE |
21 | GTEx | Lung | SMIM14 | 0.06 | 0.00 | enet | 5 | 0.00 | 3.7e-01 | -4.4 | -6.8 | 9.9e-12 | -0.69 | 0.06 | 0.53 | FALSE |
22 | GTEx | Lung | AC021860.1 | 0.19 | 0.07 | enet | 14 | 0.14 | 8.2e-11 | 4.5 | 5.8 | 6.3e-09 | -0.01 | 0.98 | 0.01 | FALSE |
23 | GTEx | Muscle Skeletal | RFC1 | 0.10 | 0.10 | lasso | 5 | 0.07 | 4.2e-07 | 5.8 | 5.6 | 1.9e-08 | 0.78 | 0.94 | 0.06 | FALSE |
24 | GTEx | Muscle Skeletal | AC021860.1 | 0.16 | 0.10 | lasso | 7 | 0.13 | 1.1e-12 | 4.5 | 5.2 | 1.9e-07 | -0.03 | 1.00 | 0.00 | FALSE |
25 | GTEx | Nerve Tibial | KLHL5 | 0.13 | 0.07 | enet | 16 | 0.04 | 4.5e-04 | -4.5 | -5.2 | 1.6e-07 | -0.72 | 0.92 | 0.06 | FALSE |
26 | GTEx | Nerve Tibial | WDR19 | 0.08 | 0.06 | lasso | 2 | 0.05 | 1.2e-04 | -5.5 | 6.0 | 2.7e-09 | 0.71 | 0.14 | 0.81 | FALSE |
27 | GTEx | Nerve Tibial | AC021860.1 | 0.43 | 0.20 | lasso | 13 | 0.30 | 8.5e-22 | -3.9 | 5.2 | 1.6e-07 | 0.03 | 1.00 | 0.00 | FALSE |
28 | GTEx | Nerve Tibial | RP11-617D20.1 | 0.35 | 0.10 | enet | 81 | 0.20 | 7.0e-14 | 3.8 | 5.4 | 5.3e-08 | -0.06 | 0.93 | 0.07 | FALSE |
29 | GTEx | Pancreas | AC021860.1 | 0.41 | 0.33 | lasso | 6 | 0.44 | 5.0e-20 | 4.5 | 5.3 | 1.1e-07 | -0.01 | 1.00 | 0.00 | FALSE |
30 | GTEx | Skin Not Sun Exposed Suprapubic | FAM114A1 | 0.23 | 0.17 | enet | 14 | 0.13 | 1.0e-07 | 4.7 | 5.4 | 8.4e-08 | 0.03 | 1.00 | 0.00 | TRUE |
31 | GTEx | Skin Sun Exposed Lower leg | RP11-360F5.3 | 0.10 | 0.08 | enet | 25 | 0.07 | 9.0e-07 | -4.5 | 5.2 | 2.1e-07 | 0.74 | 0.76 | 0.24 | FALSE |
32 | GTEx | Small Intestine Terminal Ileum | RP11-360F5.3 | 0.16 | 0.07 | lasso | 8 | 0.03 | 8.9e-02 | -4.6 | 5.1 | 2.8e-07 | 0.76 | 0.10 | 0.45 | FALSE |
33 | GTEx | Spleen | RP11-360F5.3 | 0.23 | 0.26 | enet | 18 | 0.23 | 1.7e-06 | -4.6 | 5.4 | 7.5e-08 | 0.73 | 0.33 | 0.53 | FALSE |
34 | GTEx | Stomach | AC021860.1 | 0.37 | 0.14 | enet | 27 | 0.18 | 5.9e-09 | 3.6 | 6.2 | 5.1e-10 | 0.00 | 0.86 | 0.09 | FALSE |
35 | GTEx | Stomach | UGDH-AS1 | 0.08 | 0.01 | lasso | 7 | 0.02 | 3.8e-02 | -6.4 | 6.0 | 2.3e-09 | 0.81 | 0.06 | 0.70 | FALSE |
36 | GTEx | Testis | WDR19 | 0.28 | 0.29 | lasso | 5 | 0.27 | 1.6e-12 | -6.5 | 7.2 | 8.6e-13 | 0.88 | 0.38 | 0.62 | FALSE |
37 | GTEx | Testis | AC021860.1 | 0.23 | 0.16 | lasso | 5 | 0.23 | 1.3e-10 | 3.8 | 5.2 | 2.1e-07 | 0.00 | 0.98 | 0.00 | FALSE |
38 | GTEx | Thyroid | RP11-617D20.1 | 0.31 | 0.22 | enet | 20 | 0.29 | 3.5e-22 | 3.6 | 5.5 | 4.6e-08 | -0.02 | 1.00 | 0.00 | FALSE |
39 | GTEx | Whole Blood | AC021860.1 | 0.14 | 0.07 | lasso | 7 | 0.10 | 2.5e-09 | 3.8 | 5.8 | 6.4e-09 | -0.01 | 0.99 | 0.01 | FALSE |
40 | METSIM | Adipose | AC021860.1 | 0.18 | 0.07 | bslmm | 596 | 0.12 | 4.0e-17 | 3.6 | 7.2 | 5.0e-13 | 0.00 | 1.00 | 0.00 | FALSE |
41 | METSIM | Adipose | UGDH | 0.12 | 0.06 | blup | 366 | 0.07 | 2.6e-10 | -3.1 | 6.9 | 3.9e-12 | 0.44 | 1.00 | 0.00 | FALSE |
42 | METSIM | Adipose | WDR19 | 0.04 | 0.01 | enet | 20 | 0.02 | 7.7e-04 | -6.4 | 7.2 | 5.0e-13 | 0.51 | 0.09 | 0.88 | FALSE |
43 | ROSMAP | Brain Pre-frontal Cortex | WDR19 | 0.02 | 0.02 | enet | 9 | 0.02 | 2.8e-03 | 7.5 | 7.6 | 3.1e-14 | 0.99 | 0.02 | 0.95 | TRUE |
44 | ROSMAP | Brain Pre-frontal Cortex | RP11-617D20.1 | 0.14 | 0.08 | enet | 18 | 0.13 | 6.8e-16 | 3.6 | 5.9 | 4.6e-09 | 0.02 | 1.00 | 0.00 | FALSE |
45 | ROSMAP | Brain Pre-frontal Cortex | RP11-360F5.3 | 0.07 | 0.09 | lasso | 4 | 0.07 | 1.8e-09 | -4.5 | 5.1 | 2.9e-07 | 0.75 | 0.60 | 0.40 | FALSE |
46 | YFS | Blood | WDR19 | 0.06 | 0.08 | blup | 478 | 0.10 | 1.0e-29 | -4.5 | 6.0 | 1.6e-09 | 0.66 | 1.00 | 0.00 | FALSE |
47 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FLJ13197 | 0.04 | 0.02 | blup | 80 | 0.03 | 3.2e-07 | 3.6 | 6.4 | 1.3e-10 | -0.03 | 1.00 | 0.00 | FALSE |
48 | The Cancer Genome Atlas | Breast Invasive Carcinoma | KLHL5 | 0.02 | 0.03 | enet | 9 | 0.02 | 2.3e-05 | 5.7 | -5.4 | 5.3e-08 | -0.67 | 0.04 | 0.95 | FALSE |
49 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | FLJ13197 | 0.14 | 0.00 | blup | 81 | 0.04 | 6.7e-03 | -6.1 | 5.3 | 9.4e-08 | -0.02 | 0.01 | 0.49 | FALSE |
50 | The Cancer Genome Atlas | Colon Adenocarcinoma | FLJ13197 | 0.12 | 0.00 | blup | 85 | 0.05 | 9.1e-04 | 3.8 | 7.2 | 4.4e-13 | -0.03 | 0.02 | 0.84 | FALSE |
51 | The Cancer Genome Atlas | Colon Adenocarcinoma | TLR6 | 0.16 | 0.03 | enet | 8 | 0.06 | 1.5e-04 | -4.5 | 5.2 | 2.3e-07 | -0.06 | 0.02 | 0.59 | FALSE |
52 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | FLJ13197 | 0.11 | 0.07 | blup | 85 | 0.10 | 3.4e-11 | 3.8 | 6.3 | 3.3e-10 | -0.03 | 1.00 | 0.00 | FALSE |
53 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | WDR19 | 0.03 | 0.04 | blup | 61 | 0.02 | 3.6e-03 | -6.4 | 6.6 | 3.6e-11 | 0.90 | 0.08 | 0.92 | FALSE |
54 | The Cancer Genome Atlas | Brain Lower Grade Glioma | FLJ13197 | 0.06 | 0.04 | enet | 9 | 0.06 | 1.3e-07 | 4.5 | 5.6 | 1.7e-08 | -0.03 | 0.92 | 0.02 | FALSE |
55 | The Cancer Genome Atlas | Lung Adenocarcinoma | FLJ13197 | 0.11 | 0.07 | blup | 85 | 0.08 | 7.0e-10 | 3.8 | 7.4 | 1.6e-13 | -0.03 | 0.55 | 0.45 | FALSE |
56 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | FLJ13197 | 0.08 | 0.04 | enet | 11 | 0.06 | 1.7e-07 | 3.8 | 6.8 | 1.4e-11 | -0.05 | 0.52 | 0.47 | FALSE |
57 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | FLJ13197 | 0.06 | 0.00 | blup | 81 | 0.01 | 3.4e-02 | 3.5 | 5.7 | 1.4e-08 | -0.03 | 0.04 | 0.11 | FALSE |
58 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | FLJ13197 | 0.13 | 0.07 | blup | 81 | 0.08 | 2.7e-04 | 4.5 | 5.9 | 3.7e-09 | 0.00 | 0.05 | 0.49 | FALSE |
59 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | WDR19 | 0.08 | 0.00 | blup | 61 | 0.03 | 1.9e-02 | -6.5 | 6.8 | 7.1e-12 | 0.87 | 0.04 | 0.33 | FALSE |
60 | The Cancer Genome Atlas | Prostate Adenocarcinoma | FLJ13197 | 0.20 | 0.10 | blup | 81 | 0.14 | 4.2e-14 | 3.6 | 5.8 | 6.7e-09 | -0.01 | 1.00 | 0.00 | FALSE |
61 | The Cancer Genome Atlas | Prostate Adenocarcinoma | N4BP2 | 0.06 | 0.07 | lasso | 2 | 0.06 | 3.1e-07 | -5.1 | 5.2 | 2.3e-07 | 0.07 | 0.12 | 0.87 | FALSE |
62 | The Cancer Genome Atlas | Prostate Adenocarcinoma | WDR19 | 0.04 | 0.01 | blup | 61 | 0.02 | 2.4e-03 | 7.6 | 6.5 | 7.0e-11 | 0.90 | 0.02 | 0.97 | FALSE |
63 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | WDR19 | 0.09 | 0.01 | blup | 61 | 0.03 | 4.1e-02 | -6.5 | 6.7 | 1.7e-11 | 0.89 | 0.02 | 0.40 | FALSE |
64 | The Cancer Genome Atlas | Thyroid Carcinoma | FLJ13197 | 0.16 | 0.08 | blup | 82 | 0.13 | 7.1e-13 | 4.5 | 7.4 | 1.4e-13 | -0.02 | 0.67 | 0.32 | TRUE |
65 | The Cancer Genome Atlas | Thyroid Carcinoma | WDR19 | 0.02 | 0.00 | blup | 61 | 0.01 | 2.8e-02 | -5.7 | 6.9 | 5.4e-12 | 0.84 | 0.06 | 0.43 | FALSE |