Best TWAS P=9.73e-16 · Best GWAS P=2.44e-16 conditioned to 0.000542
# | 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 | VGLL4 | 0.04 | 0.02 | blup | 511 | 0.02 | 7.8e-04 | -3.7 | -5.2 | 1.7e-07 | 0.73 | 0.14 | 0.78 | FALSE |
2 | GTEx | Adipose Subcutaneous | CRELD1 | 0.46 | 0.16 | enet | 51 | 0.27 | 2.2e-22 | -5.2 | -7.8 | 6.7e-15 | -0.09 | 0.14 | 0.85 | FALSE |
3 | GTEx | Adipose Visceral Omentum | CRELD1 | 0.19 | 0.12 | lasso | 4 | 0.10 | 4.1e-06 | -5.2 | -6.0 | 2.5e-09 | -0.03 | 0.12 | 0.59 | FALSE |
4 | GTEx | Artery Aorta | CRELD1 | 0.30 | 0.07 | lasso | 7 | 0.12 | 2.4e-07 | -5.2 | -6.5 | 6.1e-11 | -0.04 | 0.16 | 0.81 | FALSE |
5 | GTEx | Artery Aorta | RP11-1020A11.1 | 0.15 | 0.01 | lasso | 3 | 0.00 | 4.0e-01 | -5.2 | -6.6 | 4.5e-11 | -0.02 | 0.03 | 0.54 | FALSE |
6 | GTEx | Artery Tibial | CRELD1 | 0.43 | 0.15 | enet | 41 | 0.21 | 1.1e-16 | -5.2 | -6.4 | 1.7e-10 | -0.03 | 0.15 | 0.85 | FALSE |
7 | GTEx | Breast Mammary Tissue | CRELD1 | 0.25 | 0.19 | lasso | 6 | 0.18 | 2.2e-09 | -5.2 | -5.2 | 2.4e-07 | 0.01 | 0.14 | 0.85 | FALSE |
8 | GTEx | Cells Transformed fibroblasts | CRELD1 | 0.39 | 0.19 | enet | 39 | 0.28 | 4.5e-21 | -5.2 | -8.0 | 9.7e-16 | -0.07 | 0.14 | 0.85 | TRUE |
9 | GTEx | Cells Transformed fibroblasts | RP11-1020A11.1 | 0.20 | 0.10 | enet | 67 | 0.09 | 1.9e-07 | -5.2 | -7.7 | 1.4e-14 | -0.04 | 0.14 | 0.83 | FALSE |
10 | GTEx | Esophagus Mucosa | CRELD1 | 0.14 | 0.06 | enet | 7 | 0.11 | 7.7e-08 | -5.2 | -5.3 | 1.5e-07 | -0.03 | 0.30 | 0.41 | FALSE |
11 | GTEx | Esophagus Muscularis | CRELD1 | 0.21 | 0.10 | lasso | 1 | 0.08 | 1.7e-05 | -5.2 | -5.2 | 2.0e-07 | 0.00 | 0.13 | 0.71 | FALSE |
12 | GTEx | Nerve Tibial | CRELD1 | 0.17 | 0.05 | enet | 9 | 0.13 | 2.0e-09 | -5.2 | -5.9 | 4.8e-09 | -0.04 | 0.21 | 0.76 | FALSE |
13 | GTEx | Skin Not Sun Exposed Suprapubic | CRELD1 | 0.29 | 0.07 | enet | 25 | 0.13 | 9.7e-08 | -4.0 | -7.6 | 3.3e-14 | -0.02 | 0.49 | 0.17 | FALSE |
14 | GTEx | Skin Not Sun Exposed Suprapubic | ATG7 | 0.10 | 0.06 | enet | 12 | 0.04 | 2.1e-03 | -6.2 | -5.2 | 2.4e-07 | 0.73 | 0.05 | 0.88 | FALSE |
15 | GTEx | Skin Sun Exposed Lower leg | CRELD1 | 0.29 | 0.15 | enet | 36 | 0.23 | 8.2e-19 | -5.2 | -7.5 | 8.1e-14 | -0.06 | 0.14 | 0.85 | FALSE |
16 | GTEx | Spleen | VGLL4 | 0.34 | -0.01 | enet | 30 | 0.02 | 9.9e-02 | -7.4 | -5.5 | 3.0e-08 | 0.59 | 0.05 | 0.25 | TRUE |
17 | GTEx | Testis | CRELD1 | 0.22 | 0.22 | lasso | 8 | 0.26 | 1.1e-11 | 3.9 | -5.5 | 3.7e-08 | -0.02 | 0.16 | 0.84 | FALSE |
18 | GTEx | Thyroid | ATG7 | 0.11 | 0.02 | lasso | 3 | 0.02 | 1.1e-02 | 2.9 | -5.9 | 3.3e-09 | 0.58 | 0.08 | 0.65 | FALSE |
19 | METSIM | Adipose | CRELD1 | 0.23 | 0.16 | bslmm | 480 | 0.21 | 3.1e-30 | -5.2 | -6.0 | 2.5e-09 | -0.03 | 0.17 | 0.83 | FALSE |
20 | ROSMAP | Brain Pre-frontal Cortex | VGLL4 | 0.05 | 0.03 | blup | 422 | 0.04 | 3.7e-06 | -7.2 | -6.0 | 2.1e-09 | 0.80 | 0.07 | 0.93 | FALSE |
21 | ROSMAP | Brain Pre-frontal Cortex | SEC13 | 0.06 | 0.01 | bslmm | 606 | 0.02 | 1.0e-03 | 2.8 | 5.8 | 5.4e-09 | -0.08 | 0.60 | 0.02 | FALSE |
22 | YFS | Blood | FANCD2 | 0.04 | 0.04 | lasso | 1 | 0.04 | 7.7e-13 | 5.4 | -5.4 | 6.7e-08 | -0.08 | 0.04 | 0.96 | FALSE |
23 | YFS | Blood | PRRT3 | 0.08 | 0.02 | bslmm | 469 | 0.04 | 7.4e-13 | -5.2 | -5.3 | 1.4e-07 | -0.09 | 0.10 | 0.90 | FALSE |
24 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | IL17RC | 0.07 | 0.05 | blup | 52 | 0.06 | 7.7e-06 | -3.6 | 5.5 | 3.3e-08 | 0.07 | 0.84 | 0.02 | FALSE |
25 | The Cancer Genome Atlas | Brain Lower Grade Glioma | JAGN1 | 0.04 | 0.04 | blup | 49 | 0.03 | 2.6e-04 | -3.7 | -5.7 | 1.5e-08 | -0.09 | 0.57 | 0.06 | FALSE |
26 | The Cancer Genome Atlas | Lung Adenocarcinoma | IL17RC | 0.03 | 0.02 | blup | 53 | 0.02 | 8.1e-04 | -1.1 | 5.2 | 2.6e-07 | 0.08 | 0.16 | 0.04 | FALSE |
27 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | CRELD1 | 0.03 | 0.00 | blup | 49 | 0.01 | 1.4e-02 | -3.7 | -5.8 | 8.2e-09 | -0.06 | 0.01 | 0.11 | FALSE |
28 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | JAGN1 | 0.03 | 0.00 | blup | 49 | 0.02 | 2.1e-03 | -3.4 | -5.5 | 3.6e-08 | -0.09 | 0.06 | 0.12 | FALSE |
29 | The Cancer Genome Atlas | Prostate Adenocarcinoma | LOC401052 | 0.06 | 0.07 | enet | 6 | 0.06 | 3.5e-07 | 5.6 | -5.4 | 5.9e-08 | -0.08 | 0.01 | 0.99 | FALSE |
30 | The Cancer Genome Atlas | Prostate Adenocarcinoma | VGLL4 | 0.06 | 0.01 | blup | 150 | 0.02 | 5.4e-03 | -3.4 | 7.1 | 1.3e-12 | -0.46 | 0.02 | 0.68 | TRUE |
31 | The Cancer Genome Atlas | Soft Tissue Sarcoma | CRELD1 | 0.12 | 0.01 | enet | 22 | 0.04 | 1.4e-03 | -3.4 | -5.6 | 2.7e-08 | -0.06 | 0.02 | 0.19 | FALSE |