Best TWAS P=1.95e-20 · Best GWAS P=8.05e-21 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 | 5.4 | -6.0 | 1.8e-09 | 0.06 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | HTR1D | 0.11 | 0.07 | enet | 21 | 0.09 | 1.1e-10 | -6.6 | 7.4 | 1.6e-13 | 0.03 | 0.06 | 0.94 | TRUE |
3 | CommonMind | Brain Pre-frontal Cortex | KIF17 | 0.25 | 0.19 | bslmm | 476 | 0.21 | 8.2e-25 | -6.3 | 5.7 | 1.3e-08 | 0.18 | 0.98 | 0.02 | FALSE |
4 | GTEx | Artery Aorta | CAPZB | 0.14 | 0.10 | lasso | 6 | 0.10 | 5.0e-06 | 7.5 | -7.1 | 1.7e-12 | 0.06 | 0.80 | 0.19 | FALSE |
5 | GTEx | Artery Coronary | CAPZB | 0.25 | 0.02 | enet | 22 | 0.03 | 3.3e-02 | 6.4 | -5.8 | 7.6e-09 | 0.05 | 0.08 | 0.10 | FALSE |
6 | GTEx | Artery Tibial | CAPZB | 0.09 | 0.07 | lasso | 4 | 0.06 | 8.1e-06 | 6.4 | -7.4 | 1.5e-13 | 0.10 | 0.55 | 0.26 | FALSE |
7 | GTEx | Artery Tibial | LUZP1 | 0.25 | 0.02 | enet | 51 | 0.11 | 3.4e-09 | -7.2 | 5.5 | 4.8e-08 | 0.11 | 0.05 | 0.93 | TRUE |
8 | GTEx | Brain Caudate basal ganglia | KIF17 | 0.22 | 0.18 | lasso | 3 | 0.19 | 4.7e-06 | -5.9 | 5.9 | 3.0e-09 | 0.18 | 0.08 | 0.69 | FALSE |
9 | GTEx | Brain Cerebellar Hemisphere | AKR7L | 0.26 | 0.00 | enet | 4 | -0.01 | 7.3e-01 | 2.9 | 5.3 | 9.0e-08 | 0.02 | 0.05 | 0.54 | FALSE |
10 | GTEx | Brain Cerebellum | HP1BP3 | 0.27 | 0.07 | lasso | 4 | 0.03 | 3.8e-02 | 6.2 | 7.3 | 3.8e-13 | 0.26 | 0.06 | 0.26 | FALSE |
11 | GTEx | Brain Cortex | LUZP1 | 0.23 | 0.14 | lasso | 5 | 0.10 | 7.8e-04 | -7.2 | 7.2 | 6.2e-13 | 0.02 | 0.04 | 0.59 | FALSE |
12 | GTEx | Brain Frontal Cortex BA9 | RP1-184J9.2 | 0.38 | 0.00 | lasso | 11 | 0.00 | 4.3e-01 | -7.4 | 5.8 | 7.1e-09 | 0.00 | 0.02 | 0.54 | TRUE |
13 | GTEx | Brain Hippocampus | LINC00339 | 0.41 | 0.08 | lasso | 8 | 0.13 | 5.1e-04 | 5.9 | 5.8 | 9.0e-09 | -0.10 | 0.05 | 0.68 | FALSE |
14 | GTEx | Brain Putamen basal ganglia | OTUD3 | 0.36 | 0.11 | enet | 16 | 0.04 | 4.7e-02 | -1.6 | -5.6 | 2.6e-08 | 0.11 | 0.04 | 0.57 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | UBR4 | 0.24 | 0.05 | enet | 26 | 0.09 | 1.8e-07 | 1.4 | 5.5 | 4.5e-08 | 0.00 | 0.89 | 0.03 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | LUZP1 | 0.09 | 0.09 | lasso | 4 | 0.08 | 2.8e-06 | -7.2 | 7.2 | 4.6e-13 | 0.02 | 0.03 | 0.97 | TRUE |
17 | GTEx | Cells Transformed fibroblasts | RP5-930J4.4 | 0.05 | 0.00 | lasso | 2 | 0.00 | 2.4e-01 | 5.8 | -6.0 | 1.9e-09 | -0.12 | 0.11 | 0.38 | FALSE |
18 | GTEx | Esophagus Muscularis | LUZP1 | 0.17 | 0.15 | enet | 20 | 0.16 | 8.8e-10 | -6.6 | 5.3 | 1.4e-07 | 0.03 | 0.04 | 0.96 | FALSE |
19 | GTEx | Esophagus Muscularis | RP1-184J9.2 | 0.07 | 0.08 | enet | 6 | 0.05 | 6.1e-04 | -6.6 | 6.6 | 4.9e-11 | 0.04 | 0.20 | 0.73 | FALSE |
20 | GTEx | Heart Atrial Appendage | EIF4G3 | 0.23 | 0.06 | lasso | 6 | 0.03 | 1.1e-02 | -8.8 | -8.2 | 3.6e-16 | -0.25 | 0.27 | 0.37 | FALSE |
21 | GTEx | Lung | PQLC2 | 0.12 | 0.10 | lasso | 3 | 0.08 | 1.0e-06 | -5.6 | 5.3 | 1.1e-07 | -0.13 | 0.98 | 0.01 | FALSE |
22 | GTEx | Lung | EIF4G3 | 0.08 | 0.03 | lasso | 3 | 0.02 | 5.7e-03 | 5.2 | -5.5 | 4.5e-08 | -0.11 | 0.78 | 0.08 | FALSE |
23 | GTEx | Muscle Skeletal | LUZP1 | 0.07 | 0.08 | enet | 14 | 0.08 | 3.5e-08 | 4.4 | 6.0 | 2.7e-09 | 0.02 | 0.26 | 0.73 | FALSE |
24 | GTEx | Nerve Tibial | PQLC2 | 0.07 | 0.08 | lasso | 3 | 0.06 | 6.6e-05 | -7.0 | 7.0 | 1.9e-12 | -0.11 | 0.46 | 0.40 | FALSE |
25 | GTEx | Nerve Tibial | CAPZB | 0.07 | 0.03 | enet | 14 | 0.01 | 3.5e-02 | 7.6 | -6.5 | 1.2e-10 | 0.03 | 0.55 | 0.20 | FALSE |
26 | GTEx | Pancreas | LINC00339 | 0.33 | 0.18 | enet | 12 | 0.18 | 3.5e-08 | 5.9 | -7.2 | 4.1e-13 | 0.01 | 0.09 | 0.89 | FALSE |
27 | GTEx | Skin Sun Exposed Lower leg | KDM1A | 0.09 | 0.01 | lasso | 5 | 0.01 | 1.1e-01 | -7.3 | -6.3 | 2.3e-10 | 0.02 | 0.02 | 0.89 | FALSE |
28 | GTEx | Skin Sun Exposed Lower leg | LUZP1 | 0.07 | 0.03 | enet | 13 | 0.07 | 1.2e-06 | -4.5 | 5.5 | 3.9e-08 | 0.06 | 0.05 | 0.87 | FALSE |
29 | GTEx | Small Intestine Terminal Ileum | KIF17 | 0.24 | 0.04 | lasso | 7 | 0.02 | 1.3e-01 | -9.1 | -8.5 | 2.4e-17 | -0.24 | 0.02 | 0.83 | TRUE |
30 | GTEx | Testis | KIF17 | 0.19 | 0.23 | lasso | 4 | 0.23 | 9.7e-11 | -5.9 | 6.0 | 1.6e-09 | 0.18 | 0.94 | 0.06 | FALSE |
31 | GTEx | Testis | LUZP1 | 0.17 | 0.09 | lasso | 4 | 0.08 | 2.6e-04 | -7.4 | -7.8 | 7.2e-15 | 0.02 | 0.01 | 0.96 | FALSE |
32 | GTEx | Thyroid | CAPZB | 0.22 | 0.06 | lasso | 8 | 0.15 | 1.1e-11 | 6.8 | -5.6 | 2.2e-08 | 0.08 | 0.64 | 0.36 | FALSE |
33 | GTEx | Uterus | ALPL | 0.42 | -0.01 | lasso | 8 | 0.02 | 1.4e-01 | 1.0 | -7.6 | 4.0e-14 | -0.42 | 0.03 | 0.40 | TRUE |
34 | GTEx | Whole Blood | HP1BP3 | 0.04 | 0.04 | lasso | 4 | 0.02 | 6.3e-03 | -7.1 | -7.3 | 2.8e-13 | -0.21 | 0.59 | 0.23 | FALSE |
35 | GTEx | Whole Blood | RP5-930J4.4 | 0.07 | 0.09 | lasso | 5 | 0.09 | 1.0e-08 | -7.1 | -7.2 | 7.1e-13 | -0.22 | 0.66 | 0.34 | FALSE |
36 | GTEx | Whole Blood | LINC00339 | 0.23 | 0.11 | lasso | 5 | 0.14 | 1.2e-12 | 6.0 | 5.7 | 1.5e-08 | -0.08 | 0.99 | 0.01 | FALSE |
37 | ROSMAP | Brain Pre-frontal Cortex | PQLC2 | 0.13 | 0.05 | lasso | 8 | 0.10 | 2.7e-12 | 6.5 | 6.1 | 1.3e-09 | 0.00 | 0.97 | 0.03 | FALSE |
38 | ROSMAP | Brain Pre-frontal Cortex | CDC42 | 0.07 | 0.02 | lasso | 6 | 0.04 | 5.7e-06 | 7.0 | 9.3 | 2.0e-20 | -0.01 | 0.03 | 0.96 | TRUE |
39 | ROSMAP | Brain Pre-frontal Cortex | CAPZB | 0.28 | 0.39 | lasso | 4 | 0.38 | 9.4e-52 | 5.4 | -5.5 | 4.5e-08 | 0.08 | 1.00 | 0.00 | FALSE |
40 | ROSMAP | Brain Pre-frontal Cortex | HTR1D | 0.10 | 0.10 | lasso | 4 | 0.12 | 1.3e-14 | -6.6 | 6.5 | 6.5e-11 | 0.05 | 0.13 | 0.87 | TRUE |
41 | YFS | Blood | CAPZB | 0.06 | 0.10 | bslmm | 534 | 0.09 | 5.1e-29 | 5.4 | -5.2 | 2.6e-07 | 0.07 | 1.00 | 0.00 | FALSE |
42 | YFS | Blood | LUZP1 | 0.01 | 0.00 | blup | 407 | 0.01 | 1.8e-03 | 5.5 | 6.1 | 1.2e-09 | 0.03 | 0.08 | 0.64 | TRUE |
43 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HP1BP3 | 0.01 | 0.00 | blup | 52 | 0.00 | 4.2e-02 | 5.5 | 6.6 | 3.3e-11 | 0.12 | 0.04 | 0.28 | FALSE |
44 | The Cancer Genome Atlas | Breast Invasive Carcinoma | WNT4 | 0.03 | 0.01 | blup | 72 | 0.02 | 3.8e-05 | 4.4 | 6.3 | 3.2e-10 | 0.02 | 0.47 | 0.06 | TRUE |
45 | The Cancer Genome Atlas | Colon Adenocarcinoma | HTR1D | 0.10 | 0.07 | enet | 7 | 0.08 | 3.8e-05 | -7.2 | 7.5 | 4.5e-14 | 0.02 | 0.02 | 0.98 | TRUE |
46 | The Cancer Genome Atlas | Esophageal Carcinoma | KIF17 | 0.16 | 0.07 | blup | 92 | 0.07 | 3.6e-03 | 3.8 | 6.0 | 2.2e-09 | 0.21 | 0.04 | 0.11 | FALSE |
47 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CAPZB | 0.03 | 0.00 | blup | 160 | 0.01 | 3.3e-02 | -7.1 | -8.4 | 3.0e-17 | 0.12 | 0.05 | 0.72 | TRUE |
48 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | HTR1D | 0.24 | 0.12 | lasso | 4 | 0.12 | 1.2e-05 | -7.4 | 7.9 | 2.2e-15 | -0.01 | 0.00 | 0.99 | TRUE |
49 | The Cancer Genome Atlas | Rectum Adenocarcinoma | HTR1D | 0.19 | 0.12 | enet | 11 | 0.13 | 7.3e-04 | -7.2 | 7.5 | 5.9e-14 | 0.03 | 0.02 | 0.83 | FALSE |
50 | The Cancer Genome Atlas | Thyroid Carcinoma | CAPZB | 0.08 | 0.06 | blup | 160 | 0.07 | 1.2e-07 | 6.4 | -6.4 | 1.9e-10 | 0.10 | 0.05 | 0.95 | FALSE |