Best TWAS P=1.52e-26 · Best GWAS P=1.92e-26 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 | INPP5E | 0.18 | 0.14 | enet | 21 | 0.21 | 1.6e-24 | -6.3 | 5.6 | 2.2e-08 | 0.00 | 1.00 | 0.00 | FALSE |
| 2 | CommonMind | Brain Pre-frontal Cortex | QSOX2 | 0.18 | 0.11 | lasso | 4 | 0.10 | 1.0e-12 | 6.7 | 9.1 | 1.2e-19 | -0.71 | 0.68 | 0.32 | FALSE |
| 3 | CommonMind | Brain Pre-frontal Cortex | SNAPC4 | 0.06 | 0.04 | lasso | 2 | 0.05 | 9.0e-07 | -6.3 | 6.4 | 1.3e-10 | 0.01 | 0.96 | 0.00 | FALSE |
| 4 | GTEx | Adipose Subcutaneous | SDCCAG3 | 0.13 | 0.00 | enet | 21 | 0.04 | 4.8e-04 | -5.3 | 5.3 | 9.4e-08 | -0.03 | 0.21 | 0.03 | FALSE |
| 5 | GTEx | Adrenal Gland | INPP5E | 0.18 | 0.02 | enet | 23 | 0.10 | 2.2e-04 | -6.4 | 5.5 | 3.1e-08 | 0.01 | 0.22 | 0.05 | FALSE |
| 6 | GTEx | Artery Tibial | SDCCAG3 | 0.05 | 0.00 | lasso | 4 | 0.00 | 2.2e-01 | 3.9 | 5.5 | 3.6e-08 | 0.01 | 0.28 | 0.10 | FALSE |
| 7 | GTEx | Brain Cerebellar Hemisphere | INPP5E | 0.25 | 0.23 | enet | 6 | 0.17 | 3.4e-05 | -5.0 | 6.0 | 2.1e-09 | 0.04 | 0.68 | 0.02 | FALSE |
| 8 | GTEx | Brain Cerebellum | INPP5E | 0.40 | 0.30 | enet | 20 | 0.29 | 3.6e-09 | -4.6 | 5.6 | 2.1e-08 | 0.02 | 1.00 | 0.00 | FALSE |
| 9 | GTEx | Cells Transformed fibroblasts | QSOX2 | 0.40 | 0.25 | enet | 11 | 0.30 | 5.2e-23 | -10.6 | 9.7 | 2.0e-22 | -0.89 | 0.00 | 1.00 | FALSE |
| 10 | GTEx | Cells Transformed fibroblasts | SDCCAG3 | 0.12 | 0.03 | enet | 21 | 0.06 | 5.4e-05 | -5.3 | 6.2 | 7.7e-10 | 0.01 | 0.98 | 0.00 | FALSE |
| 11 | GTEx | Colon Sigmoid | INPP5E | 0.22 | 0.10 | lasso | 3 | 0.01 | 1.6e-01 | -6.3 | 6.4 | 1.5e-10 | 0.00 | 0.54 | 0.04 | FALSE |
| 12 | GTEx | Esophagus Muscularis | QSOX2 | 0.16 | 0.07 | lasso | 4 | 0.06 | 1.4e-04 | 6.6 | 5.5 | 3.6e-08 | -0.35 | 0.54 | 0.03 | FALSE |
| 13 | GTEx | Liver | PMPCA | 0.31 | 0.00 | lasso | 5 | 0.06 | 8.9e-03 | 2.3 | -6.1 | 8.6e-10 | 0.01 | 0.09 | 0.05 | FALSE |
| 14 | GTEx | Lung | INPP5E | 0.10 | 0.05 | enet | 13 | 0.04 | 6.1e-04 | -4.6 | 5.4 | 7.4e-08 | 0.01 | 0.76 | 0.01 | FALSE |
| 15 | GTEx | Lung | CARD9 | 0.08 | 0.04 | enet | 6 | 0.04 | 2.5e-04 | -5.9 | -6.7 | 2.5e-11 | -0.02 | 0.89 | 0.00 | FALSE |
| 16 | GTEx | Skin Sun Exposed Lower leg | INPP5E | 0.10 | 0.10 | lasso | 2 | 0.09 | 5.2e-08 | -5.0 | 5.3 | 1.0e-07 | 0.02 | 1.00 | 0.00 | FALSE |
| 17 | GTEx | Spleen | PMPCA | 0.24 | 0.15 | lasso | 2 | 0.10 | 1.7e-03 | -5.4 | -5.8 | 5.6e-09 | 0.01 | 0.07 | 0.10 | FALSE |
| 18 | GTEx | Testis | SDCCAG3 | 0.15 | 0.09 | lasso | 4 | 0.13 | 3.3e-06 | -5.3 | 5.5 | 4.8e-08 | 0.02 | 0.75 | 0.03 | FALSE |
| 19 | GTEx | Thyroid | INPP5E | 0.23 | 0.35 | enet | 16 | 0.37 | 8.2e-30 | -5.3 | 6.2 | 6.5e-10 | 0.01 | 1.00 | 0.00 | FALSE |
| 20 | GTEx | Thyroid | SDCCAG3 | 0.16 | 0.11 | lasso | 3 | 0.12 | 9.4e-10 | -5.3 | 5.5 | 3.7e-08 | 0.02 | 1.00 | 0.00 | FALSE |
| 21 | GTEx | Whole Blood | SDCCAG3 | 0.07 | 0.03 | enet | 6 | 0.02 | 3.4e-03 | -6.4 | 6.7 | 2.8e-11 | 0.01 | 0.63 | 0.09 | FALSE |
| 22 | GTEx | Whole Blood | CARD9 | 0.08 | 0.07 | lasso | 1 | 0.05 | 4.2e-05 | -6.4 | -6.4 | 1.2e-10 | 0.00 | 0.97 | 0.00 | FALSE |
| 23 | METSIM | Adipose | CARD9 | 0.04 | 0.05 | enet | 6 | 0.06 | 5.9e-09 | 3.9 | -5.2 | 1.8e-07 | 0.00 | 1.00 | 0.00 | FALSE |
| 24 | YFS | Blood | CARD9 | 0.22 | 0.37 | lasso | 5 | 0.39 | 1.3e-137 | -6.5 | -6.6 | 4.3e-11 | -0.01 | 1.00 | 0.00 | FALSE |
| 25 | YFS | Blood | INPP5E | 0.33 | 0.55 | lasso | 6 | 0.57 | 2.9e-235 | -5.2 | 5.2 | 2.5e-07 | 0.02 | 1.00 | 0.00 | FALSE |
| 26 | YFS | Blood | PMPCA | 0.03 | 0.01 | lasso | 5 | 0.02 | 2.7e-07 | -5.3 | -5.4 | 7.6e-08 | 0.00 | 0.99 | 0.00 | FALSE |
| 27 | The Cancer Genome Atlas | Breast Invasive Carcinoma | QSOX2 | 0.05 | 0.03 | blup | 32 | 0.03 | 2.8e-07 | -10.6 | 8.7 | 3.2e-18 | -0.76 | 0.00 | 1.00 | FALSE |
| 28 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SEC16A | 0.02 | 0.00 | blup | 69 | 0.01 | 1.0e-03 | -4.6 | 6.1 | 1.2e-09 | -0.05 | 0.08 | 0.60 | FALSE |
| 29 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | INPP5E | 0.25 | 0.10 | lasso | 3 | 0.09 | 4.9e-05 | -5.2 | 5.4 | 5.5e-08 | 0.03 | 0.16 | 0.58 | FALSE |
| 30 | The Cancer Genome Atlas | Colon Adenocarcinoma | INPP5E | 0.11 | 0.08 | lasso | 2 | 0.08 | 3.4e-05 | -5.2 | 5.4 | 7.8e-08 | 0.03 | 0.06 | 0.60 | FALSE |
| 31 | The Cancer Genome Atlas | Colon Adenocarcinoma | SDCCAG3 | 0.08 | 0.01 | lasso | 4 | 0.02 | 3.1e-02 | -5.2 | 5.8 | 5.2e-09 | 0.02 | 0.03 | 0.42 | FALSE |
| 32 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | QSOX2 | 0.10 | 0.03 | enet | 6 | 0.06 | 3.4e-07 | 4.4 | 7.0 | 2.4e-12 | -0.74 | 0.01 | 0.99 | FALSE |
| 33 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | QSOX2 | 0.04 | 0.01 | enet | 4 | 0.03 | 3.6e-04 | -10.6 | 9.4 | 3.3e-21 | -0.87 | 0.00 | 0.98 | FALSE |
| 34 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SDCCAG3 | 0.04 | 0.05 | enet | 6 | 0.04 | 5.1e-05 | -5.2 | 6.0 | 1.8e-09 | 0.01 | 0.20 | 0.78 | FALSE |
| 35 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | INPP5E | 0.07 | 0.04 | blup | 54 | 0.07 | 6.0e-05 | -5.8 | 6.3 | 2.5e-10 | 0.01 | 0.03 | 0.89 | FALSE |
| 36 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | QSOX2 | 0.10 | 0.11 | lasso | 2 | 0.10 | 1.6e-06 | -10.6 | 10.7 | 1.5e-26 | -1.00 | 0.00 | 1.00 | TRUE |
| 37 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SDCCAG3 | 0.05 | 0.01 | blup | 61 | 0.01 | 5.9e-02 | -6.3 | 7.2 | 7.8e-13 | 0.01 | 0.02 | 0.70 | TRUE |
| 38 | The Cancer Genome Atlas | Brain Lower Grade Glioma | GPSM1 | 0.06 | 0.01 | enet | 11 | 0.02 | 1.0e-03 | -6.4 | 5.3 | 1.1e-07 | 0.01 | 0.01 | 0.90 | FALSE |
| 39 | The Cancer Genome Atlas | Brain Lower Grade Glioma | QSOX2 | 0.06 | 0.05 | lasso | 2 | 0.05 | 2.5e-06 | 6.7 | 9.2 | 2.4e-20 | -0.72 | 0.02 | 0.96 | FALSE |
| 40 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SNAPC4 | 0.13 | 0.05 | enet | 7 | 0.06 | 1.7e-07 | -5.8 | 5.8 | 7.5e-09 | 0.02 | 0.23 | 0.72 | FALSE |
| 41 | The Cancer Genome Atlas | Lung Adenocarcinoma | QSOX2 | 0.05 | 0.05 | enet | 4 | 0.05 | 2.7e-06 | -10.6 | 10.6 | 2.6e-26 | -0.94 | 0.00 | 1.00 | FALSE |
| 42 | The Cancer Genome Atlas | Prostate Adenocarcinoma | QSOX2 | 0.08 | 0.07 | lasso | 4 | 0.08 | 1.2e-08 | -10.6 | 10.4 | 3.9e-25 | -0.92 | 0.00 | 1.00 | FALSE |
| 43 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SDCCAG3 | 0.08 | 0.05 | lasso | 2 | 0.05 | 3.3e-06 | -5.2 | 6.1 | 1.4e-09 | 0.01 | 0.07 | 0.92 | FALSE |
| 44 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SEC16A | 0.08 | 0.10 | lasso | 4 | 0.08 | 1.9e-08 | -6.0 | 6.2 | 7.6e-10 | 0.01 | 0.04 | 0.96 | FALSE |
| 45 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | QSOX2 | 0.28 | 0.01 | enet | 4 | 0.05 | 1.6e-02 | -10.6 | 10.1 | 5.1e-24 | -0.88 | 0.00 | 0.65 | FALSE |
| 46 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | INPP5E | 0.10 | 0.06 | blup | 54 | 0.08 | 8.1e-04 | -5.0 | 6.8 | 1.4e-11 | 0.02 | 0.03 | 0.72 | FALSE |
| 47 | The Cancer Genome Atlas | Thyroid Carcinoma | INPP5E | 0.11 | 0.16 | lasso | 3 | 0.16 | 2.4e-15 | -5.5 | 6.2 | 6.0e-10 | 0.01 | 0.16 | 0.84 | FALSE |
| 48 | The Cancer Genome Atlas | Thyroid Carcinoma | QSOX2 | 0.06 | 0.01 | blup | 32 | 0.05 | 1.6e-05 | 4.4 | 9.1 | 1.3e-19 | -0.62 | 0.01 | 0.84 | FALSE |
| 49 | The Cancer Genome Atlas | Thyroid Carcinoma | SDCCAG3 | 0.16 | 0.14 | lasso | 4 | 0.12 | 8.2e-12 | -5.2 | 5.2 | 1.7e-07 | 0.01 | 0.94 | 0.06 | FALSE |