Best TWAS P=1.2e-38 · Best GWAS P=0 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 | CTSC | 0.14 | 0.05 | lasso | 4 | 0.08 | 3.9e-10 | -8.61 | 7.6 | 2.5e-14 | -0.19 | 1.00 | 0.00 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | NAALAD2 | 0.18 | 0.13 | enet | 13 | 0.16 | 1.3e-19 | 10.17 | -9.6 | 5.8e-22 | 0.11 | 1.00 | 0.00 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | NOX4 | 0.26 | 0.16 | blup | 254 | 0.23 | 7.0e-28 | -12.52 | -5.8 | 5.0e-09 | 0.19 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Subcutaneous | CTSC | 0.18 | 0.00 | lasso | 6 | 0.00 | 2.6e-01 | 1.37 | 5.9 | 3.1e-09 | -0.14 | 0.08 | 0.03 | FALSE |
5 | GTEx | Adrenal Gland | NAALAD2 | 0.26 | 0.19 | lasso | 8 | 0.19 | 1.8e-07 | 10.99 | 11.2 | 3.9e-29 | -0.11 | 0.87 | 0.01 | FALSE |
6 | GTEx | Cells Transformed fibroblasts | NAALAD2 | 0.28 | 0.18 | lasso | 6 | 0.23 | 1.7e-17 | 11.01 | 10.0 | 1.8e-23 | -0.11 | 1.00 | 0.00 | TRUE |
7 | GTEx | Esophagus Mucosa | NAALAD2 | 0.17 | 0.10 | enet | 17 | 0.09 | 1.3e-06 | 11.08 | 5.7 | 1.5e-08 | -0.06 | 0.97 | 0.00 | TRUE |
8 | GTEx | Esophagus Muscularis | NAALAD2 | 0.33 | 0.06 | lasso | 6 | 0.07 | 6.7e-05 | 10.99 | 8.7 | 3.1e-18 | -0.13 | 0.64 | 0.03 | FALSE |
9 | GTEx | Heart Atrial Appendage | NAALAD2 | 0.17 | 0.10 | enet | 10 | 0.09 | 1.1e-04 | 11.05 | 10.8 | 5.0e-27 | -0.13 | 0.44 | 0.03 | FALSE |
10 | GTEx | Lung | NAALAD2 | 0.29 | 0.12 | enet | 28 | 0.13 | 2.1e-10 | 10.99 | 5.6 | 2.4e-08 | -0.06 | 1.00 | 0.00 | TRUE |
11 | GTEx | Pituitary | NAALAD2 | 0.46 | 0.30 | lasso | 5 | 0.26 | 2.7e-07 | 11.05 | 10.7 | 7.1e-27 | -0.12 | 0.86 | 0.02 | FALSE |
12 | GTEx | Testis | NAALAD2 | 0.11 | 0.03 | lasso | 5 | 0.01 | 1.1e-01 | 10.99 | 11.3 | 1.5e-29 | -0.11 | 0.24 | 0.04 | TRUE |
13 | NTR | Blood | CTSC | 0.13 | 0.08 | bslmm | 579 | 0.13 | 6.2e-41 | 13.53 | -6.0 | 2.5e-09 | -0.09 | 1.00 | 0.00 | TRUE |
14 | NTR | Blood | RAB38 | 0.02 | 0.00 | bslmm | 561 | 0.01 | 3.3e-05 | 2.98 | 6.3 | 3.2e-10 | -0.05 | 0.32 | 0.03 | TRUE |
15 | ROSMAP | Brain Pre-frontal Cortex | NAALAD2 | 0.26 | 0.10 | bslmm | 280 | 0.19 | 2.2e-23 | 10.01 | -12.2 | 2.1e-34 | 0.17 | 1.00 | 0.00 | FALSE |
16 | YFS | Blood | CTSC | 0.36 | 0.26 | enet | 50 | 0.37 | 1.1e-128 | 13.53 | -8.2 | 2.7e-16 | -0.01 | 1.00 | 0.00 | TRUE |
17 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CHORDC1 | 0.07 | 0.00 | enet | 14 | 0.01 | 1.4e-03 | 5.47 | -5.2 | 2.4e-07 | 0.12 | 0.00 | 0.23 | FALSE |
18 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CTSC | 0.02 | 0.01 | enet | 7 | 0.01 | 3.7e-03 | -8.38 | 9.2 | 3.7e-20 | -0.20 | 0.25 | 0.08 | TRUE |
19 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NAALAD2 | 0.04 | 0.02 | lasso | 5 | 0.03 | 1.1e-06 | 6.45 | 7.6 | 3.9e-14 | -0.03 | 0.04 | 0.92 | FALSE |
20 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NOX4 | 0.02 | 0.00 | blup | 98 | 0.01 | 1.6e-03 | -7.38 | 13.0 | 1.2e-38 | -0.31 | 0.11 | 0.02 | TRUE |
21 | The Cancer Genome Atlas | Colon Adenocarcinoma | CTSC | 0.13 | 0.06 | blup | 73 | 0.06 | 2.3e-04 | -6.32 | 7.8 | 9.3e-15 | -0.14 | 0.15 | 0.05 | TRUE |
22 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CTSC | 0.07 | 0.01 | blup | 73 | 0.03 | 2.9e-04 | 0.97 | 8.7 | 2.8e-18 | -0.22 | 0.14 | 0.02 | FALSE |
23 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | NAALAD2 | 0.15 | 0.10 | blup | 58 | 0.09 | 1.3e-10 | 6.45 | 7.5 | 5.7e-14 | -0.04 | 0.90 | 0.10 | FALSE |
24 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | NAALAD2 | 0.03 | 0.02 | lasso | 3 | 0.01 | 3.0e-02 | 11.08 | 11.0 | 4.1e-28 | -0.13 | 0.01 | 0.77 | FALSE |
25 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CTSC | 0.08 | 0.02 | blup | 72 | 0.04 | 5.6e-05 | 0.97 | 5.7 | 1.3e-08 | -0.19 | 0.07 | 0.03 | FALSE |
26 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NAALAD2 | 0.06 | 0.06 | blup | 58 | 0.07 | 9.4e-08 | 5.87 | 11.3 | 7.5e-30 | -0.08 | 0.03 | 0.97 | FALSE |
27 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | CTSC | 0.12 | 0.01 | blup | 72 | 0.05 | 8.3e-03 | 11.77 | 11.2 | 5.9e-29 | -0.21 | 0.05 | 0.24 | TRUE |