Best TWAS P=2.54e-53 · Best GWAS P=9.95e-41 conditioned to NaN
# | 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 | CAPZB | 0.13 | 0.16 | lasso | 4 | 0.16 | 1.8e-19 | 5.83 | -6.7 | 2.1e-11 | 0.01 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | HTR1D | 0.11 | 0.07 | enet | 21 | 0.09 | 1.1e-10 | -6.41 | 6.8 | 7.9e-12 | 0.02 | 0.16 | 0.84 | FALSE |
3 | GTEx | Artery Aorta | CAPZB | 0.14 | 0.10 | lasso | 6 | 0.10 | 5.0e-06 | 7.80 | -7.6 | 3.3e-14 | 0.00 | 0.90 | 0.08 | FALSE |
4 | GTEx | Artery Coronary | CAPZB | 0.25 | 0.02 | enet | 22 | 0.03 | 3.3e-02 | 6.35 | -5.4 | 5.9e-08 | -0.01 | 0.08 | 0.08 | FALSE |
5 | GTEx | Artery Tibial | CAPZB | 0.09 | 0.07 | lasso | 4 | 0.06 | 8.1e-06 | 6.17 | -7.5 | 6.8e-14 | 0.00 | 0.60 | 0.20 | FALSE |
6 | GTEx | Artery Tibial | LUZP1 | 0.25 | 0.02 | enet | 51 | 0.11 | 3.4e-09 | -6.79 | 5.5 | 4.8e-08 | 0.04 | 0.16 | 0.76 | FALSE |
7 | GTEx | Brain Cerebellar Hemisphere | AKR7L | 0.26 | 0.00 | enet | 4 | -0.01 | 7.3e-01 | 4.37 | 6.8 | 1.2e-11 | -0.01 | 0.06 | 0.45 | FALSE |
8 | GTEx | Brain Hippocampus | LINC00339 | 0.41 | 0.08 | lasso | 8 | 0.13 | 5.1e-04 | 5.47 | 5.9 | 3.4e-09 | 0.63 | 0.05 | 0.68 | TRUE |
9 | GTEx | Brain Putamen basal ganglia | OTUD3 | 0.36 | 0.11 | enet | 16 | 0.04 | 4.7e-02 | -2.89 | -7.1 | 9.9e-13 | 0.03 | 0.04 | 0.48 | FALSE |
10 | GTEx | Cells Transformed fibroblasts | UBR4 | 0.24 | 0.05 | enet | 26 | 0.09 | 1.8e-07 | 0.62 | 5.2 | 2.6e-07 | 0.10 | 0.90 | 0.02 | FALSE |
11 | GTEx | Esophagus Gastroesophageal Junction | MUL1 | 0.32 | 0.24 | lasso | 5 | 0.28 | 1.7e-10 | 4.49 | 5.2 | 1.8e-07 | 0.00 | 0.41 | 0.52 | FALSE |
12 | GTEx | Esophagus Muscularis | LUZP1 | 0.17 | 0.15 | enet | 20 | 0.16 | 8.8e-10 | -6.41 | 5.3 | 1.4e-07 | 0.04 | 0.16 | 0.84 | FALSE |
13 | GTEx | Esophagus Muscularis | RP1-184J9.2 | 0.07 | 0.08 | enet | 6 | 0.05 | 6.1e-04 | -6.38 | 6.6 | 4.9e-11 | 0.03 | 0.29 | 0.60 | FALSE |
14 | GTEx | Lung | PQLC2 | 0.12 | 0.10 | lasso | 3 | 0.08 | 1.0e-06 | -5.58 | 5.3 | 9.6e-08 | 0.01 | 0.98 | 0.00 | FALSE |
15 | GTEx | Nerve Tibial | PQLC2 | 0.07 | 0.08 | lasso | 3 | 0.06 | 6.6e-05 | -7.56 | 7.6 | 3.7e-14 | -0.01 | 0.52 | 0.32 | FALSE |
16 | GTEx | Nerve Tibial | CAPZB | 0.07 | 0.03 | enet | 14 | 0.01 | 3.5e-02 | 7.93 | -6.6 | 4.8e-11 | 0.02 | 0.66 | 0.04 | FALSE |
17 | GTEx | Pancreas | LINC00339 | 0.33 | 0.18 | enet | 12 | 0.18 | 3.5e-08 | 5.47 | -9.2 | 5.0e-20 | -0.71 | 0.09 | 0.89 | FALSE |
18 | GTEx | Skin Sun Exposed Lower leg | KDM1A | 0.09 | 0.01 | lasso | 5 | 0.01 | 1.1e-01 | -5.87 | -6.5 | 7.5e-11 | 0.05 | 0.01 | 0.93 | FALSE |
19 | GTEx | Skin Sun Exposed Lower leg | MUL1 | 0.37 | 0.21 | lasso | 7 | 0.29 | 4.4e-24 | 4.49 | 5.2 | 2.5e-07 | 0.03 | 0.42 | 0.56 | FALSE |
20 | GTEx | Small Intestine Terminal Ileum | KIF17 | 0.24 | 0.04 | lasso | 7 | 0.02 | 1.3e-01 | -5.37 | -5.3 | 9.7e-08 | -0.01 | 0.03 | 0.74 | TRUE |
21 | GTEx | Testis | LUZP1 | 0.17 | 0.09 | lasso | 4 | 0.08 | 2.6e-04 | -5.96 | -7.1 | 1.2e-12 | 0.05 | 0.03 | 0.88 | TRUE |
22 | GTEx | Thyroid | CAPZB | 0.22 | 0.06 | lasso | 8 | 0.15 | 1.1e-11 | 7.37 | -5.4 | 7.3e-08 | 0.00 | 0.80 | 0.20 | FALSE |
23 | GTEx | Uterus | ALPL | 0.42 | -0.01 | lasso | 8 | 0.02 | 1.4e-01 | 2.36 | -6.6 | 3.4e-11 | 0.03 | 0.04 | 0.06 | TRUE |
24 | GTEx | Whole Blood | HP1BP3 | 0.04 | 0.04 | lasso | 4 | 0.02 | 6.3e-03 | -5.17 | -5.2 | 1.7e-07 | 0.01 | 0.42 | 0.44 | FALSE |
25 | GTEx | Whole Blood | LINC00339 | 0.23 | 0.11 | lasso | 5 | 0.14 | 1.2e-12 | 9.80 | 8.3 | 6.8e-17 | 0.70 | 0.99 | 0.01 | TRUE |
26 | ROSMAP | Brain Pre-frontal Cortex | PQLC2 | 0.13 | 0.05 | lasso | 8 | 0.10 | 2.7e-12 | 7.51 | 7.4 | 1.1e-13 | 0.00 | 1.00 | 0.00 | FALSE |
27 | ROSMAP | Brain Pre-frontal Cortex | CDC42 | 0.07 | 0.02 | lasso | 6 | 0.04 | 5.7e-06 | 5.92 | 10.9 | 1.9e-27 | 0.76 | 0.03 | 0.96 | TRUE |
28 | ROSMAP | Brain Pre-frontal Cortex | CAPZB | 0.28 | 0.39 | lasso | 4 | 0.38 | 9.4e-52 | 5.80 | -5.9 | 4.7e-09 | 0.01 | 1.00 | 0.00 | FALSE |
29 | ROSMAP | Brain Pre-frontal Cortex | HTR1D | 0.10 | 0.10 | lasso | 4 | 0.12 | 1.3e-14 | -6.41 | 6.8 | 1.1e-11 | 0.05 | 0.36 | 0.64 | FALSE |
30 | YFS | Blood | CAPZB | 0.06 | 0.10 | bslmm | 534 | 0.09 | 5.1e-29 | 5.80 | -5.3 | 9.2e-08 | 0.00 | 1.00 | 0.00 | FALSE |
31 | YFS | Blood | LUZP1 | 0.01 | 0.00 | blup | 407 | 0.01 | 1.8e-03 | 5.77 | 6.2 | 5.6e-10 | 0.10 | 0.15 | 0.34 | TRUE |
32 | The Cancer Genome Atlas | Breast Invasive Carcinoma | WNT4 | 0.03 | 0.01 | blup | 72 | 0.02 | 3.8e-05 | 11.21 | 15.4 | 2.5e-53 | 0.43 | 0.46 | 0.09 | TRUE |
33 | The Cancer Genome Atlas | Colon Adenocarcinoma | HTR1D | 0.10 | 0.07 | enet | 7 | 0.08 | 3.8e-05 | -6.88 | 6.1 | 8.9e-10 | 0.01 | 0.17 | 0.76 | FALSE |
34 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CAPZB | 0.03 | 0.00 | blup | 160 | 0.01 | 3.3e-02 | -7.72 | -8.9 | 6.9e-19 | 0.04 | 0.05 | 0.72 | TRUE |
35 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LUZP1 | 0.25 | 0.01 | enet | 31 | 0.05 | 2.0e-06 | -6.75 | 5.3 | 1.2e-07 | 0.04 | 0.08 | 0.56 | FALSE |
36 | The Cancer Genome Atlas | Lung Adenocarcinoma | MUL1 | 0.08 | 0.02 | blup | 57 | 0.06 | 4.9e-08 | 2.85 | 5.7 | 1.6e-08 | 0.02 | 0.02 | 0.84 | TRUE |
37 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | HTR1D | 0.24 | 0.12 | lasso | 4 | 0.12 | 1.2e-05 | -5.96 | 6.3 | 2.9e-10 | -0.04 | 0.37 | 0.49 | FALSE |
38 | The Cancer Genome Atlas | Prostate Adenocarcinoma | WNT4 | 0.05 | 0.01 | blup | 69 | 0.01 | 1.1e-02 | 6.12 | -7.1 | 1.3e-12 | 0.09 | 0.04 | 0.03 | TRUE |
39 | The Cancer Genome Atlas | Rectum Adenocarcinoma | HTR1D | 0.19 | 0.12 | enet | 11 | 0.13 | 7.3e-04 | -4.58 | 5.1 | 2.9e-07 | 0.01 | 0.07 | 0.25 | FALSE |
40 | The Cancer Genome Atlas | Rectum Adenocarcinoma | MUL1 | 0.30 | 0.05 | blup | 57 | 0.05 | 2.8e-02 | 4.48 | 5.1 | 2.7e-07 | 0.02 | 0.00 | 0.27 | FALSE |
41 | The Cancer Genome Atlas | Thyroid Carcinoma | CAPZB | 0.08 | 0.06 | blup | 160 | 0.07 | 1.2e-07 | 6.16 | -6.5 | 7.1e-11 | 0.00 | 0.05 | 0.95 | FALSE |
42 | The Cancer Genome Atlas | Thyroid Carcinoma | WNT4 | 0.14 | 0.06 | blup | 70 | 0.12 | 9.7e-12 | -4.32 | -7.9 | 3.9e-15 | 0.04 | 1.00 | 0.00 | TRUE |