Best TWAS P=9.87e-105 · Best GWAS P=3.42e-155 conditioned to 2.07e-60
# | 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 | ALPL | 0.08 | 0.03 | enet | 6 | 0.02 | 4.2e-03 | 2.723 | 5.7 | 1.4e-08 | -0.02 | 0.78 | 0.01 | TRUE |
2 | GTEx | Adipose Visceral Omentum | RP1-224A6.9 | 0.11 | 0.02 | enet | 16 | 0.05 | 1.7e-03 | 6.064 | 7.5 | 9.6e-14 | -0.04 | 0.19 | 0.05 | TRUE |
3 | GTEx | Artery Aorta | ZNF436 | 0.43 | 0.34 | enet | 17 | 0.39 | 1.3e-22 | 4.549 | 5.7 | 1.5e-08 | 0.00 | 0.94 | 0.05 | FALSE |
4 | GTEx | Brain Caudate basal ganglia | LINC00339 | 0.43 | 0.16 | enet | 37 | 0.25 | 7.5e-08 | -0.095 | -7.8 | 6.2e-15 | -0.24 | 0.59 | 0.03 | TRUE |
5 | GTEx | Brain Hippocampus | LINC00339 | 0.41 | 0.08 | lasso | 8 | 0.13 | 5.1e-04 | 7.596 | 5.2 | 2.3e-07 | -0.10 | 0.15 | 0.05 | TRUE |
6 | GTEx | Breast Mammary Tissue | ZNF436 | 0.25 | 0.14 | enet | 14 | 0.16 | 1.9e-08 | 4.549 | 5.6 | 2.3e-08 | 0.03 | 0.93 | 0.06 | FALSE |
7 | GTEx | Cells Transformed fibroblasts | USP48 | 0.14 | 0.00 | lasso | 5 | 0.01 | 7.4e-02 | -2.993 | -5.5 | 4.5e-08 | 0.07 | 0.21 | 0.14 | FALSE |
8 | GTEx | Cells Transformed fibroblasts | TCEA3 | 0.33 | 0.19 | lasso | 4 | 0.22 | 2.6e-16 | 3.534 | -5.5 | 3.6e-08 | 0.03 | 0.85 | 0.15 | FALSE |
9 | GTEx | Esophagus Gastroesophageal Junction | ZNF436 | 0.37 | 0.14 | enet | 13 | 0.23 | 6.2e-09 | 4.549 | 6.1 | 1.2e-09 | 0.00 | 0.72 | 0.27 | TRUE |
10 | GTEx | Esophagus Mucosa | ZNF436 | 0.17 | 0.09 | lasso | 4 | 0.12 | 1.6e-08 | 4.549 | 5.7 | 1.1e-08 | -0.01 | 0.62 | 0.36 | FALSE |
11 | GTEx | Nerve Tibial | USP48 | 0.12 | 0.06 | lasso | 5 | 0.07 | 9.6e-06 | 4.840 | -6.6 | 4.4e-11 | -0.02 | 0.92 | 0.00 | TRUE |
12 | GTEx | Ovary | ZNF436 | 0.42 | 0.05 | lasso | 4 | 0.18 | 3.2e-05 | 4.549 | 5.4 | 8.3e-08 | 0.01 | 0.47 | 0.23 | FALSE |
13 | GTEx | Pancreas | ZNF436 | 0.71 | 0.50 | lasso | 7 | 0.48 | 5.8e-23 | 4.549 | 5.2 | 1.7e-07 | 0.00 | 0.94 | 0.06 | FALSE |
14 | GTEx | Thyroid | USP48 | 0.40 | 0.29 | lasso | 3 | 0.38 | 5.4e-31 | 7.021 | 6.1 | 1.2e-09 | 0.02 | 1.00 | 0.00 | FALSE |
15 | ROSMAP | Brain Pre-frontal Cortex | CDC42 | 0.07 | 0.02 | lasso | 6 | 0.04 | 5.7e-06 | 12.089 | 6.6 | 3.9e-11 | -0.03 | 0.88 | 0.00 | FALSE |
16 | ROSMAP | Brain Pre-frontal Cortex | C1orf213 | 0.11 | 0.10 | lasso | 2 | 0.09 | 8.7e-12 | 5.640 | -5.6 | 2.0e-08 | 0.03 | 0.09 | 0.91 | FALSE |
17 | YFS | Blood | ID3 | 0.07 | 0.02 | lasso | 10 | 0.04 | 8.4e-13 | -5.895 | -6.0 | 2.1e-09 | 0.04 | 0.00 | 1.00 | TRUE |
18 | The Cancer Genome Atlas | Breast Invasive Carcinoma | USP48 | 0.03 | 0.02 | blup | 86 | 0.02 | 1.3e-04 | -2.275 | -5.3 | 1.2e-07 | 0.00 | 0.81 | 0.07 | FALSE |
19 | The Cancer Genome Atlas | Breast Invasive Carcinoma | WNT4 | 0.03 | 0.01 | blup | 72 | 0.02 | 3.8e-05 | -16.800 | -21.7 | 9.9e-105 | 0.09 | 0.04 | 0.93 | TRUE |
20 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ALPL | 0.04 | 0.01 | blup | 108 | 0.02 | 1.7e-03 | -6.815 | 7.6 | 3.1e-14 | -0.08 | 0.11 | 0.07 | TRUE |
21 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | USP48 | 0.03 | 0.02 | blup | 86 | 0.01 | 1.0e-02 | 8.290 | -8.9 | 5.6e-19 | -0.03 | 0.12 | 0.09 | TRUE |
22 | The Cancer Genome Atlas | Prostate Adenocarcinoma | WNT4 | 0.05 | 0.01 | blup | 69 | 0.01 | 1.1e-02 | -9.337 | 14.5 | 1.5e-47 | -0.05 | 0.03 | 0.20 | TRUE |
23 | The Cancer Genome Atlas | Rectum Adenocarcinoma | LDLRAD2 | 0.20 | 0.01 | blup | 38 | 0.04 | 4.2e-02 | -0.668 | 7.2 | 4.6e-13 | -0.02 | 0.00 | 0.23 | TRUE |
24 | The Cancer Genome Atlas | Stomach Adenocarcinoma | ZNF436 | 0.05 | 0.04 | enet | 6 | 0.05 | 1.1e-04 | 4.216 | 5.4 | 6.1e-08 | -0.01 | 0.03 | 0.89 | FALSE |
25 | The Cancer Genome Atlas | Thyroid Carcinoma | USP48 | 0.12 | 0.10 | lasso | 5 | 0.13 | 1.4e-12 | 3.286 | 5.8 | 5.9e-09 | 0.01 | 1.00 | 0.00 | FALSE |
26 | The Cancer Genome Atlas | Thyroid Carcinoma | WNT4 | 0.14 | 0.06 | blup | 70 | 0.12 | 9.7e-12 | 4.227 | 13.8 | 1.5e-43 | -0.13 | 0.32 | 0.68 | TRUE |
27 | The Cancer Genome Atlas | Thyroid Carcinoma | ZNF436 | 0.05 | 0.04 | enet | 5 | 0.05 | 1.0e-05 | 4.662 | 5.5 | 4.0e-08 | 0.01 | 0.19 | 0.50 | FALSE |