Best TWAS P=8.19e-27 · Best GWAS P=7.51e-23 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 | GPX4 | 0.16 | 0.10 | bslmm | 447 | 0.11 | 6.7e-13 | -9.84 | -10.2 | 1.9e-24 | 0.85 | 0.00 | 1.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | PALM | 0.08 | 0.00 | blup | 481 | 0.02 | 1.6e-03 | -9.84 | -5.7 | 9.3e-09 | 0.29 | 0.01 | 0.81 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | POLR2E | 0.23 | 0.14 | bslmm | 451 | 0.17 | 5.2e-20 | -5.91 | -7.4 | 1.2e-13 | -0.05 | 1.00 | 0.00 | FALSE |
4 | GTEx | Brain Cerebellum | HMHA1 | 0.45 | 0.07 | lasso | 8 | 0.04 | 1.9e-02 | -5.86 | -5.2 | 1.7e-07 | -0.14 | 0.05 | 0.09 | FALSE |
5 | GTEx | Cells Transformed fibroblasts | POLR2E | 0.20 | 0.09 | lasso | 5 | 0.16 | 2.7e-12 | 5.34 | 6.8 | 9.3e-12 | -0.47 | 0.99 | 0.01 | TRUE |
6 | GTEx | Cells Transformed fibroblasts | GPX4 | 0.37 | 0.20 | lasso | 9 | 0.23 | 4.3e-17 | -9.84 | -9.6 | 1.1e-21 | 0.94 | 0.00 | 1.00 | FALSE |
7 | GTEx | Nerve Tibial | GPX4 | 0.25 | 0.00 | enet | 14 | 0.05 | 3.1e-04 | -8.41 | -8.5 | 2.7e-17 | 0.63 | 0.01 | 0.91 | FALSE |
8 | GTEx | Pituitary | CNN2 | 0.78 | 0.02 | lasso | 20 | 0.03 | 6.3e-02 | 7.65 | 5.7 | 1.6e-08 | -0.14 | 0.04 | 0.05 | TRUE |
9 | GTEx | Prostate | GPX4 | 0.41 | 0.23 | lasso | 3 | 0.22 | 4.1e-06 | -9.84 | -6.0 | 2.6e-09 | 0.94 | 0.00 | 0.98 | FALSE |
10 | GTEx | Testis | HMHA1 | 0.26 | 0.15 | lasso | 2 | 0.14 | 1.1e-06 | -5.86 | 5.9 | 4.3e-09 | 0.18 | 0.91 | 0.02 | FALSE |
11 | GTEx | Thyroid | POLR2E | 0.22 | 0.16 | lasso | 1 | 0.15 | 2.4e-11 | 5.34 | 5.3 | 9.4e-08 | -0.20 | 1.00 | 0.00 | TRUE |
12 | GTEx | Thyroid | GPX4 | 0.16 | 0.01 | enet | 12 | 0.02 | 1.7e-02 | -6.26 | -6.7 | 2.8e-11 | 0.70 | 0.01 | 0.93 | FALSE |
13 | GTEx | Uterus | CIRBP-AS1 | 0.49 | 0.00 | lasso | 6 | -0.01 | 6.3e-01 | 6.70 | 5.6 | 1.8e-08 | -0.31 | 0.04 | 0.11 | FALSE |
14 | NTR | Blood | CNN2 | 0.04 | 0.04 | lasso | 3 | 0.03 | 3.0e-11 | 6.85 | -7.3 | 2.9e-13 | -0.08 | 1.00 | 0.00 | TRUE |
15 | NTR | Blood | GPX4 | 0.03 | 0.02 | enet | 7 | 0.03 | 2.3e-09 | -8.41 | -7.9 | 2.3e-15 | 0.53 | 0.80 | 0.20 | FALSE |
16 | ROSMAP | Brain Pre-frontal Cortex | POLR2E | 0.29 | 0.27 | lasso | 4 | 0.29 | 6.6e-38 | -6.15 | -6.5 | 1.2e-10 | -0.17 | 1.00 | 0.00 | TRUE |
17 | ROSMAP | Brain Pre-frontal Cortex | GPX4 | 0.17 | 0.08 | enet | 11 | 0.10 | 2.2e-13 | -8.41 | -8.6 | 8.8e-18 | 0.74 | 0.22 | 0.78 | FALSE |
18 | YFS | Blood | ABCA7 | 0.20 | 0.04 | bslmm | 340 | 0.14 | 6.3e-44 | 1.16 | -5.1 | 3.0e-07 | 0.22 | 1.00 | 0.00 | FALSE |
19 | YFS | Blood | GPX4 | 0.34 | 0.33 | enet | 23 | 0.42 | 1.3e-150 | -8.41 | -10.7 | 8.2e-27 | 0.73 | 1.00 | 0.00 | TRUE |
20 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | GPX4 | 0.08 | 0.01 | lasso | 7 | 0.02 | 4.7e-03 | -4.11 | -5.2 | 1.9e-07 | 0.67 | 0.02 | 0.81 | FALSE |
21 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | SBNO2 | 0.08 | 0.00 | blup | 63 | 0.02 | 1.4e-02 | 0.68 | -5.3 | 1.4e-07 | 0.19 | 0.04 | 0.03 | FALSE |
22 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | GPX4 | 0.06 | 0.02 | enet | 8 | 0.06 | 5.8e-07 | -3.72 | -7.6 | 2.3e-14 | 0.62 | 0.09 | 0.74 | FALSE |
23 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GPX4 | 0.12 | 0.11 | lasso | 4 | 0.12 | 3.9e-13 | -9.84 | -9.3 | 1.4e-20 | 0.98 | 0.00 | 1.00 | FALSE |
24 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | HMHA1 | 0.06 | 0.06 | lasso | 2 | 0.05 | 3.1e-06 | -5.42 | -5.5 | 3.8e-08 | -0.13 | 0.87 | 0.02 | FALSE |
25 | The Cancer Genome Atlas | Brain Lower Grade Glioma | GPX4 | 0.04 | 0.05 | lasso | 4 | 0.05 | 1.6e-06 | -8.41 | -9.6 | 6.8e-22 | 0.74 | 0.04 | 0.96 | FALSE |
26 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | GPX4 | 0.07 | 0.04 | blup | 45 | 0.04 | 6.4e-05 | -9.84 | -10.1 | 4.1e-24 | 0.79 | 0.00 | 1.00 | TRUE |
27 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ABCA7 | 0.09 | 0.03 | lasso | 7 | 0.03 | 4.5e-04 | -5.91 | -5.2 | 2.5e-07 | -0.17 | 0.43 | 0.05 | FALSE |
28 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GPX4 | 0.21 | 0.15 | lasso | 4 | 0.14 | 6.9e-15 | -9.84 | -9.8 | 8.4e-23 | 1.00 | 0.00 | 1.00 | FALSE |
29 | The Cancer Genome Atlas | Thyroid Carcinoma | ABCA7 | 0.10 | 0.06 | lasso | 2 | 0.05 | 8.1e-06 | -6.15 | -5.4 | 8.2e-08 | -0.17 | 0.72 | 0.01 | FALSE |
30 | The Cancer Genome Atlas | Thyroid Carcinoma | GPX4 | 0.10 | 0.00 | blup | 45 | 0.03 | 2.9e-04 | 0.85 | -8.1 | 7.1e-16 | 0.20 | 0.02 | 0.08 | FALSE |
31 | The Cancer Genome Atlas | Thyroid Carcinoma | POLR2E | 0.14 | 0.08 | lasso | 8 | 0.10 | 7.3e-10 | 1.80 | 5.6 | 1.9e-08 | -0.59 | 0.07 | 0.93 | FALSE |