Best TWAS P=1.06e-09 · Best GWAS P=3.03e-09 conditioned to 0.274
# | 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 | YPEL3 | 0.20 | 0.29 | lasso | 9 | 0.30 | 3.8e-25 | 5.1 | 5.6 | 1.9e-08 | 0.86 | 0.26 | 0.74 | FALSE |
2 | GTEx | Adipose Visceral Omentum | YPEL3 | 0.13 | 0.16 | lasso | 4 | 0.14 | 6.8e-08 | 5.1 | 5.5 | 4.1e-08 | 0.85 | 0.10 | 0.90 | FALSE |
3 | GTEx | Adrenal Gland | RP11-347C12.2 | 0.31 | -0.01 | lasso | 9 | 0.03 | 3.7e-02 | -3.9 | 5.2 | 2.2e-07 | 0.43 | 0.04 | 0.15 | FALSE |
4 | GTEx | Artery Aorta | YPEL3 | 0.27 | 0.25 | lasso | 9 | 0.26 | 9.1e-15 | 5.1 | 5.1 | 3.1e-07 | 0.79 | 0.28 | 0.72 | FALSE |
5 | GTEx | Artery Aorta | TBX6 | 0.14 | 0.02 | lasso | 7 | 0.03 | 1.2e-02 | 5.2 | 5.1 | 2.8e-07 | 0.75 | 0.14 | 0.66 | FALSE |
6 | GTEx | Artery Tibial | YPEL3 | 0.19 | 0.29 | lasso | 5 | 0.27 | 1.5e-21 | 5.1 | 5.2 | 1.7e-07 | 0.80 | 0.34 | 0.66 | FALSE |
7 | GTEx | Brain Cerebellar Hemisphere | YPEL3 | 0.15 | 0.13 | lasso | 6 | 0.11 | 8.1e-04 | 5.3 | 5.2 | 1.8e-07 | 0.87 | 0.05 | 0.85 | FALSE |
8 | GTEx | Brain Cerebellum | YPEL3 | 0.16 | 0.17 | lasso | 2 | 0.16 | 1.7e-05 | 5.1 | 5.1 | 3.1e-07 | 0.78 | 0.11 | 0.72 | FALSE |
9 | GTEx | Breast Mammary Tissue (Male) | YPEL3 | 0.30 | 0.16 | lasso | 3 | 0.18 | 6.2e-05 | 5.1 | 5.3 | 1.2e-07 | 0.85 | 0.06 | 0.88 | FALSE |
10 | GTEx | Cells Transformed fibroblasts | RP11-455F5.3 | 0.05 | 0.07 | lasso | 2 | 0.06 | 1.7e-05 | 5.1 | 5.1 | 3.1e-07 | 0.77 | 0.23 | 0.63 | FALSE |
11 | GTEx | Esophagus Mucosa | YPEL3 | 0.11 | 0.21 | lasso | 3 | 0.20 | 8.8e-14 | 5.1 | 5.2 | 2.4e-07 | 0.78 | 0.36 | 0.64 | FALSE |
12 | GTEx | Esophagus Muscularis | YPEL3 | 0.24 | 0.29 | lasso | 5 | 0.27 | 1.1e-16 | 5.1 | 5.2 | 2.5e-07 | 0.80 | 0.28 | 0.71 | FALSE |
13 | GTEx | Esophagus Muscularis | INO80E | 0.10 | 0.11 | enet | 20 | 0.07 | 4.6e-05 | 5.0 | -5.5 | 2.9e-08 | -0.87 | 0.06 | 0.94 | FALSE |
14 | GTEx | Lung | YPEL3 | 0.10 | 0.16 | lasso | 4 | 0.16 | 3.2e-12 | 5.1 | 5.4 | 6.6e-08 | 0.85 | 0.27 | 0.72 | FALSE |
15 | GTEx | Muscle Skeletal | TBX6 | 0.09 | 0.09 | lasso | 8 | 0.09 | 8.6e-09 | 5.1 | 5.3 | 1.4e-07 | 0.81 | 0.23 | 0.77 | FALSE |
16 | GTEx | Muscle Skeletal | RP11-347C12.1 | 0.04 | 0.02 | enet | 7 | 0.04 | 1.8e-04 | -4.3 | 5.5 | 4.0e-08 | 0.63 | 0.22 | 0.65 | FALSE |
17 | GTEx | Nerve Tibial | YPEL3 | 0.23 | 0.33 | lasso | 5 | 0.34 | 1.1e-24 | 5.1 | 5.4 | 8.6e-08 | 0.81 | 0.35 | 0.65 | FALSE |
18 | GTEx | Nerve Tibial | TBX6 | 0.20 | 0.24 | lasso | 7 | 0.24 | 1.2e-16 | 5.9 | 6.0 | 2.0e-09 | 0.95 | 0.01 | 0.99 | FALSE |
19 | GTEx | Pituitary | YPEL3 | 0.12 | 0.04 | lasso | 4 | 0.05 | 2.5e-02 | 5.2 | 6.1 | 1.1e-09 | 0.89 | 0.03 | 0.78 | TRUE |
20 | GTEx | Skin Sun Exposed Lower leg | YPEL3 | 0.20 | 0.26 | lasso | 4 | 0.27 | 2.2e-22 | 5.1 | 5.1 | 2.7e-07 | 0.78 | 0.37 | 0.63 | FALSE |
21 | GTEx | Small Intestine Terminal Ileum | INO80E | 0.20 | 0.14 | lasso | 17 | 0.08 | 6.2e-03 | 5.8 | -6.0 | 2.6e-09 | -0.94 | 0.04 | 0.89 | FALSE |
22 | GTEx | Spleen | YPEL3 | 0.18 | 0.24 | enet | 5 | 0.18 | 2.3e-05 | 5.1 | 5.1 | 2.7e-07 | 0.81 | 0.23 | 0.54 | FALSE |
23 | GTEx | Spleen | INO80E | 0.23 | 0.20 | enet | 13 | 0.26 | 2.6e-07 | -4.4 | -5.8 | 7.2e-09 | -0.80 | 0.13 | 0.84 | FALSE |
24 | GTEx | Thyroid | YPEL3 | 0.07 | 0.11 | lasso | 4 | 0.10 | 2.6e-08 | 5.1 | 5.2 | 2.2e-07 | 0.80 | 0.27 | 0.72 | FALSE |
25 | GTEx | Vagina | YPEL3 | 0.12 | 0.08 | lasso | 2 | 0.06 | 2.1e-02 | 5.1 | 5.1 | 3.1e-07 | 0.78 | 0.04 | 0.59 | FALSE |
26 | METSIM | Adipose | YPEL3 | 0.16 | 0.21 | enet | 12 | 0.22 | 9.5e-33 | 5.1 | 5.3 | 1.0e-07 | 0.87 | 0.37 | 0.63 | FALSE |
27 | ROSMAP | Brain Pre-frontal Cortex | PPP4C | 0.15 | 0.30 | lasso | 4 | 0.31 | 3.1e-40 | 5.2 | -5.2 | 1.6e-07 | -0.82 | 0.22 | 0.78 | FALSE |
28 | ROSMAP | Brain Pre-frontal Cortex | DOC2A | 0.03 | 0.00 | blup | 199 | 0.01 | 1.8e-02 | 5.0 | -5.6 | 1.9e-08 | -0.87 | 0.03 | 0.77 | FALSE |
29 | YFS | Blood | INO80E | 0.02 | 0.02 | lasso | 5 | 0.02 | 3.7e-07 | 5.8 | -5.7 | 1.4e-08 | -0.99 | 0.02 | 0.98 | FALSE |
30 | YFS | Blood | PPP4C | 0.03 | 0.05 | lasso | 4 | 0.05 | 4.0e-15 | 5.1 | -5.7 | 1.4e-08 | -0.91 | 0.07 | 0.93 | FALSE |
31 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ALDOA | 0.02 | 0.01 | enet | 9 | 0.02 | 9.2e-05 | 5.9 | 5.4 | 6.8e-08 | 0.91 | 0.01 | 0.98 | FALSE |
32 | The Cancer Genome Atlas | Esophageal Carcinoma | PPP4C | 0.08 | 0.04 | blup | 23 | 0.05 | 8.9e-03 | 5.2 | -5.6 | 1.9e-08 | -0.90 | 0.01 | 0.80 | FALSE |
33 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | FAM57B | 0.65 | 0.02 | lasso | 4 | 0.02 | 2.6e-03 | 5.8 | -5.8 | 5.0e-09 | -0.97 | 0.02 | 0.94 | FALSE |
34 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DOC2A | 0.03 | 0.01 | blup | 47 | 0.02 | 3.8e-03 | 5.8 | -5.3 | 1.0e-07 | -0.92 | 0.01 | 0.72 | FALSE |
35 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PPP4C | 0.07 | 0.04 | blup | 22 | 0.07 | 8.8e-05 | -3.0 | -5.2 | 1.6e-07 | -0.85 | 0.01 | 0.92 | FALSE |
36 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TBX6 | 0.04 | 0.04 | blup | 18 | 0.04 | 2.5e-03 | 5.1 | 5.5 | 4.2e-08 | 0.87 | 0.01 | 0.86 | FALSE |
37 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PPP4C | 0.08 | 0.05 | blup | 22 | 0.07 | 4.9e-08 | 5.1 | -5.5 | 4.5e-08 | -0.83 | 0.02 | 0.98 | FALSE |
38 | The Cancer Genome Atlas | Lung Adenocarcinoma | TBX6 | 0.03 | 0.01 | blup | 18 | 0.01 | 1.1e-02 | 5.1 | 5.3 | 1.2e-07 | 0.83 | 0.00 | 0.84 | FALSE |
39 | The Cancer Genome Atlas | Prostate Adenocarcinoma | DOC2A | 0.03 | 0.03 | lasso | 5 | 0.03 | 9.6e-04 | 5.9 | -5.9 | 2.9e-09 | -0.99 | 0.01 | 0.97 | FALSE |
40 | The Cancer Genome Atlas | Prostate Adenocarcinoma | FAM57B | 0.04 | 0.05 | enet | 6 | 0.04 | 1.1e-04 | 5.2 | -5.2 | 1.9e-07 | -0.81 | 0.14 | 0.81 | FALSE |
41 | The Cancer Genome Atlas | Thyroid Carcinoma | DOC2A | 0.03 | 0.02 | blup | 48 | 0.03 | 6.1e-04 | 5.0 | -5.4 | 5.2e-08 | -0.95 | 0.02 | 0.88 | FALSE |