Best TWAS P=1.13e-27 · Best GWAS P=2.99e-33 conditioned to NaN
# | 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 | LOC100506746 | 0.05 | 0.01 | bslmm | 325 | 0.02 | 4.6e-04 | 0.083 | -5.7 | 1.1e-08 | 0.14 | 0.09 | 0.03 | FALSE |
2 | GTEx | Adipose Subcutaneous | RP13-514E23.2 | 0.09 | 0.03 | enet | 11 | 0.04 | 2.0e-04 | -8.437 | -7.4 | 1.3e-13 | 0.04 | 0.06 | 0.83 | FALSE |
3 | GTEx | Adipose Visceral Omentum | HSD17B13 | 0.17 | 0.02 | enet | 18 | 0.05 | 2.1e-03 | -2.675 | -5.5 | 3.7e-08 | 0.02 | 0.90 | 0.00 | FALSE |
4 | GTEx | Artery Aorta | MAPK10 | 0.15 | 0.17 | enet | 16 | 0.17 | 1.4e-09 | 7.589 | -7.0 | 2.2e-12 | 0.05 | 0.99 | 0.00 | FALSE |
5 | GTEx | Artery Aorta | ARHGAP24 | 0.24 | 0.13 | enet | 8 | 0.14 | 2.2e-08 | -8.437 | -9.8 | 7.1e-23 | 0.02 | 0.01 | 0.99 | FALSE |
6 | GTEx | Artery Aorta | RP13-514E23.2 | 0.26 | 0.09 | lasso | 6 | 0.10 | 2.2e-06 | -9.088 | -9.9 | 4.2e-23 | 0.03 | 0.00 | 1.00 | TRUE |
7 | GTEx | Artery Tibial | ARHGAP24 | 0.26 | 0.19 | enet | 14 | 0.21 | 2.7e-16 | -9.088 | -9.1 | 1.4e-19 | 0.01 | 0.00 | 1.00 | FALSE |
8 | GTEx | Artery Tibial | RP11-397E7.4 | 0.07 | 0.03 | lasso | 7 | 0.03 | 4.2e-03 | -4.314 | 5.2 | 2.7e-07 | -0.18 | 0.45 | 0.05 | FALSE |
9 | GTEx | Artery Tibial | RP13-514E23.2 | 0.22 | 0.16 | enet | 10 | 0.18 | 1.2e-13 | -9.088 | -9.3 | 9.1e-21 | 0.02 | 0.00 | 1.00 | FALSE |
10 | GTEx | Brain Cerebellar Hemisphere | NUDT9 | 0.28 | 0.00 | enet | 29 | 0.19 | 1.1e-05 | -0.141 | 7.8 | 7.9e-15 | -0.35 | 0.07 | 0.11 | TRUE |
11 | GTEx | Breast Mammary Tissue | RP11-529H2.2 | 0.22 | 0.07 | enet | 9 | 0.06 | 6.3e-04 | -4.947 | -5.7 | 9.6e-09 | -0.06 | 0.35 | 0.10 | FALSE |
12 | GTEx | Colon Sigmoid | MAPK10 | 0.25 | 0.11 | lasso | 8 | 0.07 | 1.6e-03 | 7.642 | -7.8 | 5.5e-15 | 0.09 | 0.39 | 0.10 | TRUE |
13 | GTEx | Esophagus Muscularis | HSD17B13 | 0.12 | 0.04 | lasso | 5 | 0.02 | 1.9e-02 | 6.754 | -6.9 | 6.6e-12 | 0.01 | 0.09 | 0.04 | FALSE |
14 | GTEx | Nerve Tibial | SPP1 | 0.15 | 0.08 | lasso | 3 | 0.08 | 2.4e-06 | 6.028 | 6.1 | 8.9e-10 | -0.05 | 0.95 | 0.00 | FALSE |
15 | GTEx | Nerve Tibial | RP13-514E23.2 | 0.17 | 0.00 | lasso | 6 | 0.00 | 1.9e-01 | -8.553 | -8.1 | 3.8e-16 | 0.04 | 0.05 | 0.30 | FALSE |
16 | GTEx | Thyroid | PTPN13 | 0.41 | 0.31 | lasso | 6 | 0.30 | 3.2e-23 | 7.661 | 7.8 | 8.7e-15 | -0.05 | 0.01 | 0.99 | FALSE |
17 | GTEx | Thyroid | HSD17B11 | 0.15 | 0.04 | enet | 16 | 0.05 | 1.6e-04 | -4.947 | -5.4 | 7.0e-08 | -0.18 | 0.30 | 0.03 | FALSE |
18 | GTEx | Thyroid | RP11-529H2.2 | 0.10 | 0.06 | lasso | 5 | 0.04 | 4.4e-04 | -4.947 | -5.2 | 1.6e-07 | -0.10 | 0.71 | 0.04 | FALSE |
19 | METSIM | Adipose | HSD17B13 | 0.20 | 0.10 | bslmm | 416 | 0.12 | 7.3e-18 | 6.754 | -10.9 | 1.1e-27 | 0.32 | 1.00 | 0.00 | TRUE |
20 | NTR | Blood | AFF1 | 0.02 | 0.00 | bslmm | 429 | 0.01 | 3.7e-03 | -1.111 | 6.9 | 4.8e-12 | -0.17 | 0.11 | 0.08 | FALSE |
21 | The Cancer Genome Atlas | Breast Invasive Carcinoma | IBSP | 0.05 | 0.05 | lasso | 6 | 0.07 | 1.2e-13 | -10.378 | 6.3 | 3.2e-10 | -0.81 | 0.01 | 0.99 | TRUE |
22 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SPP1 | 0.04 | 0.00 | enet | 11 | 0.01 | 3.3e-03 | 6.984 | 6.2 | 6.7e-10 | -0.16 | 0.00 | 0.97 | TRUE |
23 | The Cancer Genome Atlas | Colon Adenocarcinoma | IBSP | 0.09 | 0.02 | enet | 15 | 0.07 | 9.4e-05 | -0.604 | 8.5 | 1.4e-17 | -0.65 | 0.02 | 0.70 | TRUE |
24 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | HSD17B11 | 0.05 | 0.02 | enet | 9 | 0.04 | 2.6e-05 | 2.765 | -6.6 | 4.8e-11 | 0.00 | 0.01 | 0.93 | FALSE |
25 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | IBSP | 0.08 | 0.00 | blup | 77 | 0.00 | 1.6e-01 | -4.187 | 8.9 | 4.5e-19 | -0.72 | 0.03 | 0.44 | TRUE |
26 | The Cancer Genome Atlas | Brain Lower Grade Glioma | HSD17B11 | 0.35 | 0.01 | enet | 11 | 0.07 | 8.2e-09 | 0.968 | -5.8 | 7.0e-09 | 0.02 | 0.03 | 0.40 | TRUE |
27 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PTPN13 | 0.06 | 0.05 | lasso | 4 | 0.04 | 3.3e-05 | -4.665 | -5.3 | 1.1e-07 | 0.10 | 0.54 | 0.13 | TRUE |
28 | The Cancer Genome Atlas | Lung Adenocarcinoma | DMP1 | 0.05 | 0.04 | enet | 4 | 0.04 | 2.1e-05 | -7.212 | 10.2 | 2.0e-24 | -0.78 | 0.06 | 0.89 | FALSE |
29 | The Cancer Genome Atlas | Lung Adenocarcinoma | IBSP | 0.06 | 0.01 | blup | 78 | 0.03 | 7.7e-05 | -10.378 | 8.6 | 6.8e-18 | -0.77 | 0.01 | 0.97 | FALSE |
30 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | MEPE | 0.09 | 0.03 | enet | 19 | 0.04 | 1.0e-05 | -6.689 | -5.7 | 1.0e-08 | 0.25 | 0.07 | 0.12 | TRUE |
31 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | HSD17B11 | 0.06 | 0.02 | blup | 51 | 0.05 | 2.2e-04 | -5.716 | -5.6 | 2.1e-08 | -0.04 | 0.01 | 0.80 | TRUE |
32 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SPP1 | 0.14 | 0.03 | blup | 64 | 0.07 | 1.0e-03 | 5.982 | 6.1 | 1.1e-09 | -0.09 | 0.03 | 0.28 | FALSE |
33 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C4orf36 | 0.06 | 0.01 | blup | 36 | 0.02 | 7.3e-03 | 4.679 | 5.2 | 2.2e-07 | -0.15 | 0.00 | 0.29 | FALSE |
34 | The Cancer Genome Atlas | Thyroid Carcinoma | HSD17B13 | 0.04 | 0.01 | blup | 43 | 0.02 | 3.2e-03 | -4.029 | 5.4 | 5.4e-08 | 0.07 | 0.03 | 0.27 | FALSE |