Best TWAS P=3.13e-28 · Best GWAS P=7.89e-192 conditioned to 0
# | 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 | CCDC93 | 0.04 | 0.00 | blup | 511 | 0.03 | 3.1e-04 | 7.34 | 7.6 | 2.4e-14 | 0.03 | 0.77 | 0.01 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | DDX18 | 0.30 | 0.34 | lasso | 11 | 0.38 | 2.7e-49 | 5.32 | -5.9 | 2.9e-09 | -0.01 | 1.00 | 0.00 | FALSE |
3 | GTEx | Artery Aorta | AC009404.2 | 0.15 | 0.10 | lasso | 2 | 0.07 | 7.2e-05 | -5.02 | 5.4 | 6.4e-08 | 0.02 | 0.46 | 0.03 | FALSE |
4 | GTEx | Cells Transformed fibroblasts | DDX18 | 0.10 | 0.05 | enet | 19 | 0.06 | 5.7e-05 | -1.65 | -6.2 | 6.8e-10 | -0.12 | 0.23 | 0.08 | TRUE |
5 | GTEx | Esophagus Mucosa | INSIG2 | 0.09 | 0.00 | lasso | 4 | 0.00 | 5.2e-01 | 9.68 | -9.4 | 3.9e-21 | -0.08 | 0.21 | 0.04 | FALSE |
6 | GTEx | Heart Atrial Appendage | HTR5BP | 0.22 | 0.09 | lasso | 5 | 0.08 | 1.6e-04 | -0.75 | -5.7 | 1.2e-08 | -0.12 | 0.51 | 0.05 | TRUE |
7 | GTEx | Liver | INSIG2 | 0.26 | 0.00 | lasso | 3 | 0.00 | 2.3e-01 | -4.92 | -11.0 | 3.1e-28 | -0.10 | 0.06 | 0.12 | TRUE |
8 | GTEx | Liver | AC009404.2 | 0.23 | 0.20 | lasso | 2 | 0.20 | 3.6e-06 | -5.02 | 5.5 | 4.4e-08 | 0.05 | 0.12 | 0.07 | FALSE |
9 | GTEx | Lung | STEAP3 | 0.13 | 0.00 | enet | 18 | 0.01 | 4.0e-02 | -2.78 | -5.9 | 3.6e-09 | 0.00 | 0.16 | 0.05 | TRUE |
10 | GTEx | Nerve Tibial | DDX18 | 0.19 | 0.03 | lasso | 7 | 0.06 | 2.9e-05 | 4.72 | -6.3 | 3.9e-10 | 0.01 | 0.21 | 0.04 | FALSE |
11 | GTEx | Nerve Tibial | INSIG2 | 0.13 | 0.05 | lasso | 5 | 0.02 | 7.0e-03 | -6.71 | -6.5 | 9.2e-11 | -0.07 | 0.35 | 0.15 | TRUE |
12 | GTEx | Skin Sun Exposed Lower leg | STEAP3-AS1 | 0.14 | 0.05 | enet | 14 | 0.08 | 6.6e-07 | -1.21 | 7.9 | 2.2e-15 | 0.01 | 0.55 | 0.34 | TRUE |
13 | GTEx | Skin Sun Exposed Lower leg | AC009404.2 | 0.10 | 0.12 | lasso | 2 | 0.09 | 4.8e-08 | -5.02 | 5.2 | 2.1e-07 | 0.04 | 1.00 | 0.00 | FALSE |
14 | GTEx | Whole Blood | INSIG2 | 0.07 | 0.06 | lasso | 4 | 0.04 | 9.4e-05 | 9.69 | -10.1 | 3.8e-24 | -0.08 | 0.78 | 0.01 | TRUE |
15 | METSIM | Adipose | INSIG2 | 0.07 | 0.03 | enet | 26 | 0.04 | 6.6e-07 | -4.50 | -5.8 | 6.4e-09 | -0.07 | 0.91 | 0.00 | FALSE |
16 | METSIM | Adipose | MARCO | 0.22 | 0.16 | lasso | 5 | 0.20 | 1.7e-29 | -6.18 | 5.7 | 1.1e-08 | 0.09 | 1.00 | 0.00 | FALSE |
17 | NTR | Blood | DDX18 | 0.03 | 0.00 | bslmm | 472 | 0.00 | 1.3e-01 | 4.68 | -8.4 | 3.1e-17 | -0.19 | 0.09 | 0.09 | FALSE |
18 | NTR | Blood | MARCO | 0.24 | 0.18 | enet | 18 | 0.19 | 6.3e-59 | -6.18 | 5.6 | 1.8e-08 | 0.07 | 1.00 | 0.00 | FALSE |
19 | The Cancer Genome Atlas | Breast Invasive Carcinoma | INSIG2 | 0.03 | 0.01 | lasso | 3 | 0.01 | 2.2e-02 | 9.34 | -10.5 | 1.2e-25 | -0.03 | 0.01 | 0.25 | TRUE |
20 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MARCO | 0.07 | 0.03 | blup | 60 | 0.05 | 4.6e-10 | -6.18 | 6.5 | 7.1e-11 | 0.04 | 1.00 | 0.00 | FALSE |
21 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | DDX18 | 0.07 | 0.06 | lasso | 3 | 0.04 | 4.9e-03 | -4.92 | -5.3 | 1.4e-07 | 0.04 | 0.02 | 0.25 | TRUE |
22 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | INSIG2 | 0.04 | 0.01 | blup | 74 | 0.03 | 1.3e-04 | 10.48 | -8.3 | 8.5e-17 | -0.13 | 0.21 | 0.26 | TRUE |
23 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MARCO | 0.04 | 0.00 | blup | 60 | 0.02 | 3.5e-03 | -6.18 | 7.8 | 4.4e-15 | 0.02 | 0.02 | 0.45 | FALSE |
24 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MARCO | 0.06 | 0.07 | lasso | 2 | 0.07 | 2.9e-08 | -6.18 | 6.1 | 1.3e-09 | 0.06 | 0.99 | 0.00 | FALSE |
25 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | MARCO | 0.20 | 0.08 | lasso | 3 | 0.11 | 9.7e-07 | -6.18 | 5.5 | 3.3e-08 | 0.07 | 0.97 | 0.00 | FALSE |
26 | The Cancer Genome Atlas | Lung Adenocarcinoma | MARCO | 0.06 | 0.03 | blup | 60 | 0.04 | 1.6e-05 | -6.18 | 7.3 | 2.8e-13 | 0.01 | 0.25 | 0.62 | FALSE |
27 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | MARCO | 0.05 | 0.04 | lasso | 1 | 0.03 | 4.5e-04 | -6.18 | 6.2 | 6.3e-10 | 0.06 | 0.59 | 0.01 | FALSE |
28 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | MARCO | 0.13 | 0.02 | blup | 61 | 0.04 | 7.5e-04 | -6.18 | 8.2 | 3.6e-16 | 0.03 | 0.05 | 0.31 | TRUE |
29 | The Cancer Genome Atlas | Prostate Adenocarcinoma | INSIG2 | 0.16 | 0.05 | blup | 74 | 0.12 | 2.7e-12 | 8.47 | -10.6 | 1.8e-26 | 0.05 | 0.26 | 0.74 | TRUE |
30 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MARCO | 0.08 | 0.06 | lasso | 3 | 0.06 | 1.0e-06 | -4.70 | 5.4 | 5.5e-08 | 0.10 | 0.96 | 0.01 | FALSE |
31 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | MARCO | 0.25 | 0.18 | lasso | 4 | 0.18 | 7.4e-07 | -6.18 | 5.3 | 1.1e-07 | 0.06 | 0.29 | 0.08 | FALSE |