Best TWAS P=6.68e-13 · Best GWAS P=1.56e-10 conditioned to 0.000671
# | 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 | AGMAT | 0.21 | 0.25 | lasso | 5 | 0.27 | 1.3e-32 | -4.80 | -5.2 | 2.3e-07 | 0.09 | 0.01 | 0.98 | FALSE |
2 | GTEx | Adipose Subcutaneous | MST1P2 | 0.12 | 0.01 | enet | 20 | 0.04 | 2.1e-04 | 3.21 | -5.5 | 4.8e-08 | -0.40 | 0.07 | 0.21 | FALSE |
3 | GTEx | Adipose Visceral Omentum | MST1L | 0.15 | 0.08 | enet | 21 | 0.11 | 1.7e-06 | -5.02 | 5.2 | 1.9e-07 | 0.75 | 0.03 | 0.97 | FALSE |
4 | GTEx | Artery Coronary | RP11-108M9.4 | 0.23 | -0.01 | enet | 13 | 0.01 | 1.1e-01 | 3.21 | 5.2 | 1.7e-07 | 0.51 | 0.11 | 0.29 | FALSE |
5 | GTEx | Brain Cerebellum | MST1L | 0.21 | 0.13 | lasso | 2 | 0.09 | 1.7e-03 | -5.83 | 5.3 | 8.9e-08 | 0.67 | 0.03 | 0.81 | FALSE |
6 | GTEx | Brain Hippocampus | MST1P2 | 0.41 | 0.07 | lasso | 6 | 0.19 | 3.4e-05 | -0.84 | -5.4 | 6.5e-08 | -0.55 | 0.05 | 0.49 | FALSE |
7 | GTEx | Breast Mammary Tissue (Male) | RP11-108M9.4 | 0.10 | -0.01 | enet | 5 | -0.01 | 5.6e-01 | 3.41 | 5.3 | 1.3e-07 | 0.00 | 0.03 | 0.08 | FALSE |
8 | GTEx | Cells EBV-transformed lymphocytes | MST1L | 0.31 | 0.10 | lasso | 6 | 0.14 | 2.2e-05 | 6.40 | 5.7 | 1.1e-08 | 0.92 | 0.00 | 1.00 | FALSE |
9 | GTEx | Esophagus Mucosa | MST1P2 | 0.32 | 0.06 | enet | 22 | 0.12 | 3.3e-08 | 5.28 | -5.8 | 8.0e-09 | -0.54 | 0.08 | 0.90 | FALSE |
10 | GTEx | Esophagus Mucosa | RP1-37C10.3 | 0.10 | 0.10 | enet | 4 | 0.07 | 3.8e-05 | 5.28 | -5.3 | 1.5e-07 | -0.64 | 0.03 | 0.97 | FALSE |
11 | GTEx | Heart Atrial Appendage | MST1P2 | 0.20 | 0.09 | lasso | 4 | 0.09 | 6.7e-05 | 5.28 | -5.8 | 6.1e-09 | -0.73 | 0.07 | 0.88 | FALSE |
12 | GTEx | Liver | MST1P2 | 0.20 | 0.14 | lasso | 4 | 0.10 | 7.6e-04 | -5.83 | -6.7 | 2.9e-11 | -0.88 | 0.01 | 0.96 | FALSE |
13 | GTEx | Lung | MST1P2 | 0.20 | 0.10 | enet | 26 | 0.10 | 5.0e-08 | -5.02 | -5.5 | 4.4e-08 | -0.69 | 0.05 | 0.95 | FALSE |
14 | GTEx | Skin Sun Exposed Lower leg | MST1P2 | 0.24 | 0.00 | enet | 29 | 0.13 | 8.8e-11 | -5.02 | -7.2 | 6.7e-13 | -0.57 | 0.04 | 0.96 | TRUE |
15 | GTEx | Testis | CROCC | 0.18 | 0.03 | lasso | 4 | 0.04 | 1.0e-02 | -5.83 | 6.0 | 1.4e-09 | 0.74 | 0.05 | 0.57 | FALSE |
16 | GTEx | Testis | MST1L | 0.45 | 0.20 | enet | 34 | 0.25 | 2.5e-11 | 6.40 | 5.8 | 6.2e-09 | 0.85 | 0.00 | 1.00 | FALSE |
17 | GTEx | Testis | RP11-108M9.5 | 0.25 | 0.01 | enet | 38 | 0.09 | 6.1e-05 | -5.19 | 5.3 | 1.0e-07 | 0.36 | 0.07 | 0.33 | FALSE |
18 | GTEx | Thyroid | MST1P2 | 0.18 | 0.11 | lasso | 9 | 0.13 | 2.7e-10 | -5.02 | -5.4 | 8.4e-08 | -0.75 | 0.08 | 0.92 | FALSE |
19 | GTEx | Whole Blood | MST1L | 0.08 | 0.02 | enet | 12 | 0.04 | 6.3e-05 | 2.35 | 5.5 | 3.6e-08 | 0.79 | 0.01 | 0.99 | FALSE |
20 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ATP13A2 | 0.05 | 0.00 | enet | 1 | 0.01 | 1.6e-02 | 6.13 | -6.1 | 8.8e-10 | -0.80 | 0.00 | 0.64 | FALSE |
21 | The Cancer Genome Atlas | Colon Adenocarcinoma | ATP13A2 | 0.11 | 0.04 | blup | 54 | 0.08 | 3.4e-05 | -5.02 | -5.5 | 4.9e-08 | -0.68 | 0.04 | 0.87 | FALSE |
22 | The Cancer Genome Atlas | Colon Adenocarcinoma | CASP9 | 0.15 | 0.10 | blup | 52 | 0.10 | 1.2e-06 | -4.93 | -5.3 | 1.2e-07 | 0.09 | 0.01 | 0.98 | TRUE |
23 | The Cancer Genome Atlas | Colon Adenocarcinoma | MFAP2 | 0.12 | 0.06 | blup | 38 | 0.07 | 4.3e-05 | 4.62 | -5.8 | 8.2e-09 | -0.92 | 0.00 | 1.00 | FALSE |
24 | The Cancer Genome Atlas | Colon Adenocarcinoma | MST1P9 | 0.08 | 0.00 | blup | 38 | 0.01 | 5.4e-02 | -5.02 | 5.3 | 1.2e-07 | 0.48 | 0.01 | 0.25 | FALSE |
25 | The Cancer Genome Atlas | Glioblastoma Multiforme | AGMAT | 0.10 | 0.08 | lasso | 3 | 0.03 | 3.3e-02 | -4.87 | -5.1 | 2.8e-07 | 0.09 | 0.00 | 0.48 | FALSE |
26 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ATP13A2 | 0.05 | 0.08 | enet | 5 | 0.07 | 2.1e-08 | 5.28 | -5.5 | 4.9e-08 | -0.75 | 0.14 | 0.86 | FALSE |
27 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MST1P9 | 0.15 | 0.13 | enet | 15 | 0.13 | 1.5e-14 | 5.28 | 5.7 | 1.0e-08 | 0.74 | 0.06 | 0.94 | FALSE |
28 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MFAP2 | 0.17 | 0.22 | enet | 10 | 0.23 | 6.8e-26 | 6.13 | -5.5 | 2.8e-08 | -0.79 | 0.01 | 0.99 | FALSE |
29 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MST1P9 | 0.15 | 0.13 | enet | 14 | 0.17 | 6.2e-19 | 6.13 | 5.1 | 3.1e-07 | 0.77 | 0.01 | 0.99 | FALSE |
30 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | MST1P9 | 0.04 | 0.02 | lasso | 5 | 0.02 | 1.0e-03 | 6.40 | 6.0 | 1.5e-09 | 0.93 | 0.00 | 0.99 | FALSE |
31 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MFAP2 | 0.06 | 0.04 | blup | 38 | 0.05 | 5.2e-06 | -5.02 | -5.2 | 2.0e-07 | -0.85 | 0.01 | 0.99 | FALSE |
32 | The Cancer Genome Atlas | Soft Tissue Sarcoma | SDHB | 0.06 | 0.03 | blup | 99 | 0.02 | 2.1e-02 | 6.40 | -5.4 | 5.8e-08 | -0.86 | 0.00 | 0.92 | FALSE |