Best TWAS P=1.7e-19 · Best GWAS P=2.86e-18 conditioned to 0.126
# | 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 | AZGP1 | 0.03 | 0.02 | bslmm | 266 | 0.02 | 1.8e-03 | 3.9 | -5.7 | 1.0e-08 | 0.46 | 0.04 | 0.44 | FALSE |
2 | GTEx | Adipose Subcutaneous | STAG3 | 0.05 | 0.02 | enet | 9 | 0.02 | 3.7e-03 | -5.6 | 6.9 | 4.2e-12 | -0.70 | 0.22 | 0.58 | FALSE |
3 | GTEx | Adipose Subcutaneous | NYAP1 | 0.16 | 0.11 | lasso | 2 | 0.09 | 9.9e-08 | -8.3 | -8.0 | 1.2e-15 | 0.94 | 0.01 | 0.99 | FALSE |
4 | GTEx | Brain Cerebellum | STAG3 | 0.14 | 0.12 | lasso | 8 | 0.10 | 5.5e-04 | -5.8 | -5.8 | 6.7e-09 | 0.54 | 0.27 | 0.41 | FALSE |
5 | GTEx | Brain Nucleus accumbens basal ganglia | STAG3 | 0.25 | 0.28 | lasso | 7 | 0.28 | 3.8e-08 | -5.7 | -5.7 | 1.4e-08 | 0.58 | 0.50 | 0.37 | FALSE |
6 | GTEx | Brain Nucleus accumbens basal ganglia | CNPY4 | 0.22 | 0.13 | lasso | 9 | 0.07 | 6.9e-03 | -5.8 | -5.7 | 1.5e-08 | 0.37 | 0.10 | 0.07 | FALSE |
7 | GTEx | Esophagus Mucosa | GPC2 | 0.07 | 0.03 | enet | 9 | 0.02 | 1.2e-02 | -5.6 | 5.7 | 9.7e-09 | -0.52 | 0.11 | 0.09 | FALSE |
8 | GTEx | Nerve Tibial | STAG3 | 0.13 | 0.16 | lasso | 3 | 0.14 | 1.9e-10 | -5.7 | 5.6 | 2.1e-08 | -0.59 | 1.00 | 0.00 | FALSE |
9 | GTEx | Nerve Tibial | ZKSCAN1 | 0.10 | 0.04 | lasso | 6 | 0.04 | 5.5e-04 | -5.8 | -5.5 | 3.0e-08 | 0.46 | 0.55 | 0.10 | FALSE |
10 | GTEx | Nerve Tibial | STAG3L5P | 0.06 | 0.03 | enet | 4 | 0.04 | 7.9e-04 | -5.8 | -5.7 | 1.1e-08 | 0.57 | 0.10 | 0.67 | FALSE |
11 | GTEx | Skin Not Sun Exposed Suprapubic | TAF6 | 0.10 | 0.02 | enet | 15 | 0.00 | 3.1e-01 | 3.8 | 5.5 | 4.8e-08 | -0.35 | 0.08 | 0.09 | FALSE |
12 | GTEx | Skin Not Sun Exposed Suprapubic | C7orf43 | 0.10 | 0.12 | lasso | 2 | 0.10 | 4.0e-06 | -5.7 | 5.7 | 1.1e-08 | -0.59 | 0.92 | 0.03 | FALSE |
13 | GTEx | Skin Not Sun Exposed Suprapubic | GPC2 | 0.15 | 0.11 | enet | 17 | 0.11 | 9.1e-07 | -5.9 | 6.1 | 1.1e-09 | -0.57 | 0.96 | 0.02 | FALSE |
14 | GTEx | Skin Sun Exposed Lower leg | GPC2 | 0.07 | 0.07 | enet | 14 | 0.04 | 4.0e-04 | -5.6 | 5.5 | 3.1e-08 | -0.59 | 0.96 | 0.01 | FALSE |
15 | GTEx | Stomach | GIGYF1 | 0.24 | 0.03 | lasso | 5 | 0.07 | 4.7e-04 | -2.2 | -5.3 | 1.1e-07 | 0.38 | 0.09 | 0.74 | FALSE |
16 | GTEx | Thyroid | TAF6 | 0.12 | 0.04 | enet | 9 | 0.09 | 1.8e-07 | -5.6 | 6.0 | 2.2e-09 | -0.53 | 0.94 | 0.05 | FALSE |
17 | METSIM | Adipose | NYAP1 | 0.10 | 0.14 | lasso | 4 | 0.14 | 1.2e-20 | -8.7 | -8.5 | 1.8e-17 | 0.99 | 0.00 | 1.00 | FALSE |
18 | YFS | Blood | GAL3ST4 | 0.05 | 0.06 | lasso | 5 | 0.06 | 1.3e-18 | -6.4 | -5.1 | 2.8e-07 | 0.55 | 1.00 | 0.00 | FALSE |
19 | YFS | Blood | GATS | 0.39 | 0.35 | enet | 56 | 0.41 | 3.8e-145 | -5.7 | -6.2 | 6.6e-10 | 0.69 | 1.00 | 0.00 | FALSE |
20 | The Cancer Genome Atlas | Breast Invasive Carcinoma | GATS | 0.03 | 0.01 | enet | 7 | 0.01 | 1.6e-02 | -5.8 | -6.0 | 2.2e-09 | 0.55 | 0.06 | 0.64 | FALSE |
21 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PVRIG | 0.03 | 0.02 | blup | 24 | 0.02 | 8.5e-05 | -5.7 | -5.2 | 1.8e-07 | 0.45 | 0.00 | 0.92 | FALSE |
22 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PILRB | 0.10 | 0.08 | blup | 22 | 0.08 | 4.3e-09 | -8.7 | 6.0 | 1.5e-09 | -0.90 | 0.00 | 1.00 | FALSE |
23 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PMS2L1 | 0.45 | 0.20 | enet | 7 | 0.20 | 2.8e-22 | -8.6 | 9.0 | 1.7e-19 | -0.89 | 0.00 | 1.00 | TRUE |
24 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | STAG3 | 0.05 | 0.05 | enet | 4 | 0.05 | 1.4e-06 | -5.7 | 6.0 | 2.4e-09 | -0.60 | 0.03 | 0.97 | FALSE |
25 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PILRB | 0.08 | 0.05 | lasso | 3 | 0.06 | 2.2e-04 | -8.7 | 6.4 | 1.3e-10 | -0.88 | 0.00 | 0.95 | FALSE |
26 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PMS2L1 | 0.50 | 0.17 | enet | 3 | 0.17 | 3.7e-10 | -8.6 | 9.0 | 2.4e-19 | -0.89 | 0.00 | 1.00 | FALSE |
27 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PVRIG | 0.08 | 0.05 | lasso | 2 | 0.04 | 1.5e-05 | -5.9 | -5.9 | 4.3e-09 | 0.58 | 0.12 | 0.85 | FALSE |
28 | The Cancer Genome Atlas | Lung Adenocarcinoma | GATS | 0.03 | 0.02 | lasso | 2 | 0.02 | 1.3e-03 | -6.0 | -5.8 | 5.5e-09 | 0.51 | 0.03 | 0.50 | FALSE |
29 | The Cancer Genome Atlas | Lung Adenocarcinoma | PVRIG | 0.03 | 0.03 | lasso | 2 | 0.02 | 1.0e-03 | -6.4 | -6.4 | 1.3e-10 | 0.58 | 0.01 | 0.96 | FALSE |
30 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | STAG3 | 0.02 | 0.01 | blup | 33 | 0.01 | 2.4e-02 | -6.0 | 6.2 | 4.3e-10 | -0.63 | 0.02 | 0.43 | FALSE |
31 | The Cancer Genome Atlas | Prostate Adenocarcinoma | STAG3 | 0.02 | 0.03 | enet | 4 | 0.02 | 7.3e-03 | -5.9 | 5.1 | 2.7e-07 | -0.47 | 0.03 | 0.42 | FALSE |
32 | The Cancer Genome Atlas | Rectum Adenocarcinoma | AGFG2 | 0.24 | 0.18 | lasso | 1 | 0.14 | 3.1e-04 | -5.9 | 5.9 | 4.0e-09 | -0.69 | 0.00 | 0.82 | FALSE |
33 | The Cancer Genome Atlas | Rectum Adenocarcinoma | PILRB | 0.15 | 0.09 | enet | 6 | 0.12 | 1.2e-03 | -8.6 | 6.3 | 2.7e-10 | -0.82 | 0.01 | 0.56 | FALSE |
34 | The Cancer Genome Atlas | Thyroid Carcinoma | STAG3 | 0.02 | 0.00 | blup | 33 | 0.01 | 3.4e-02 | -5.7 | 5.9 | 3.4e-09 | -0.60 | 0.02 | 0.39 | FALSE |