Best TWAS P=1.22e-24 · Best GWAS P=2.44e-27 conditioned to 2.46e-12
# | 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 | LLGL2 | 0.07 | 0.01 | blup | 364 | 0.03 | 2.7e-04 | -7.8 | -6.6 | 3.5e-11 | 0.72 | 0.48 | 0.41 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | USP36 | 0.14 | 0.13 | lasso | 3 | 0.13 | 1.7e-15 | 8.9 | -8.7 | 2.7e-18 | -0.07 | 0.03 | 0.97 | FALSE |
3 | GTEx | Adipose Subcutaneous | CYTH1 | 0.13 | 0.03 | lasso | 5 | 0.04 | 5.7e-04 | 9.2 | 5.8 | 6.0e-09 | 0.04 | 0.04 | 0.83 | TRUE |
4 | GTEx | Brain Cerebellar Hemisphere | USP36 | 0.50 | 0.16 | enet | 20 | 0.07 | 5.7e-03 | 7.8 | -7.9 | 3.4e-15 | -0.06 | 0.06 | 0.86 | FALSE |
5 | GTEx | Brain Cerebellar Hemisphere | GGA3 | 0.22 | 0.00 | lasso | 4 | 0.00 | 3.0e-01 | -9.2 | -7.7 | 1.2e-14 | 0.67 | 0.04 | 0.38 | FALSE |
6 | GTEx | Brain Cerebellum | USP36 | 0.31 | 0.20 | enet | 18 | 0.13 | 9.7e-05 | 7.8 | -6.6 | 3.8e-11 | -0.05 | 0.05 | 0.85 | FALSE |
7 | GTEx | Brain Cerebellum | TRIM65 | 0.34 | 0.14 | enet | 8 | 0.19 | 2.8e-06 | 3.7 | 5.2 | 2.0e-07 | -0.05 | 0.28 | 0.04 | FALSE |
8 | GTEx | Brain Cerebellum | SEPT9 | 0.26 | 0.15 | lasso | 7 | 0.09 | 1.1e-03 | 6.6 | -6.7 | 3.0e-11 | 0.01 | 0.01 | 0.96 | TRUE |
9 | GTEx | Brain Frontal Cortex BA9 | MRPL38 | 0.22 | 0.01 | enet | 20 | 0.02 | 8.1e-02 | -4.3 | -7.0 | 3.0e-12 | 0.54 | 0.06 | 0.20 | FALSE |
10 | GTEx | Brain Nucleus accumbens basal ganglia | USP36 | 0.36 | 0.23 | lasso | 5 | 0.20 | 4.8e-06 | 8.8 | -8.8 | 1.2e-18 | -0.05 | 0.03 | 0.96 | FALSE |
11 | GTEx | Esophagus Mucosa | USP36 | 0.11 | 0.04 | enet | 13 | 0.06 | 1.1e-04 | 9.3 | -10.2 | 1.2e-24 | -0.04 | 0.02 | 0.98 | TRUE |
12 | GTEx | Esophagus Muscularis | USP36 | 0.18 | 0.16 | lasso | 3 | 0.08 | 2.5e-05 | 8.9 | 8.2 | 3.3e-16 | 0.07 | 0.02 | 0.98 | FALSE |
13 | GTEx | Esophagus Muscularis | LLGL2 | 0.23 | 0.17 | lasso | 4 | 0.17 | 2.0e-10 | -4.6 | -5.4 | 5.8e-08 | 0.29 | 1.00 | 0.00 | FALSE |
14 | GTEx | Heart Left Ventricle | LLGL2 | 0.23 | 0.09 | lasso | 5 | 0.11 | 2.5e-06 | -4.6 | -5.8 | 7.9e-09 | 0.35 | 0.77 | 0.03 | FALSE |
15 | GTEx | Muscle Skeletal | LLGL2 | 0.22 | 0.08 | lasso | 8 | 0.08 | 4.3e-08 | -4.6 | -5.1 | 2.8e-07 | 0.28 | 1.00 | 0.00 | FALSE |
16 | GTEx | Muscle Skeletal | CYTH1 | 0.13 | 0.12 | lasso | 3 | 0.13 | 2.5e-12 | 9.2 | 9.1 | 7.6e-20 | 0.05 | 0.02 | 0.98 | FALSE |
17 | GTEx | Nerve Tibial | SYNGR2 | 0.16 | 0.05 | enet | 23 | 0.05 | 1.7e-04 | -7.7 | 8.3 | 7.9e-17 | -0.05 | 0.29 | 0.06 | TRUE |
18 | GTEx | Nerve Tibial | MIF4GD | 0.09 | 0.01 | enet | 12 | 0.02 | 6.9e-03 | -2.9 | 5.4 | 6.4e-08 | -0.40 | 0.13 | 0.36 | FALSE |
19 | GTEx | Pancreas | TRIM65 | 0.42 | 0.03 | enet | 55 | 0.05 | 5.3e-03 | 1.2 | -5.4 | 7.4e-08 | 0.13 | 0.11 | 0.05 | FALSE |
20 | GTEx | Pituitary | SYNGR2 | 0.58 | 0.07 | lasso | 10 | 0.07 | 9.2e-03 | 3.2 | -5.3 | 1.3e-07 | 0.07 | 0.11 | 0.05 | FALSE |
21 | GTEx | Stomach | MRPS7 | 0.37 | -0.01 | enet | 20 | 0.03 | 1.5e-02 | -5.8 | 5.3 | 9.6e-08 | -0.48 | 0.11 | 0.61 | FALSE |
22 | GTEx | Testis | USP36 | 0.32 | 0.24 | lasso | 6 | 0.26 | 6.2e-12 | 7.4 | -8.4 | 4.6e-17 | -0.04 | 0.05 | 0.95 | FALSE |
23 | GTEx | Testis | LLGL2 | 0.17 | 0.05 | enet | 15 | 0.13 | 2.4e-06 | -2.1 | 5.3 | 1.2e-07 | -0.53 | 0.16 | 0.56 | FALSE |
24 | GTEx | Thyroid | USP36 | 0.21 | 0.15 | enet | 45 | 0.16 | 1.6e-12 | 8.8 | -9.0 | 2.2e-19 | -0.05 | 0.14 | 0.86 | FALSE |
25 | GTEx | Thyroid | CYTH1 | 0.24 | 0.07 | lasso | 11 | 0.06 | 3.4e-05 | 9.0 | 8.2 | 3.3e-16 | 0.04 | 0.06 | 0.94 | FALSE |
26 | GTEx | Vagina | UBE2O | 0.48 | -0.01 | enet | 59 | 0.04 | 3.8e-02 | -2.2 | 5.3 | 1.4e-07 | 0.05 | 0.05 | 0.22 | TRUE |
27 | GTEx | Whole Blood | MIF4GD | 0.07 | 0.06 | lasso | 4 | 0.04 | 1.2e-04 | -6.0 | 5.8 | 7.2e-09 | -0.60 | 0.24 | 0.70 | FALSE |
28 | NTR | Blood | GRB2 | 0.01 | 0.00 | bslmm | 372 | 0.00 | 4.7e-02 | -2.4 | 5.7 | 1.3e-08 | -0.55 | 0.11 | 0.18 | FALSE |
29 | NTR | Blood | LLGL2 | 0.01 | 0.00 | bslmm | 354 | 0.00 | 2.0e-02 | -3.4 | -5.5 | 4.1e-08 | 0.16 | 0.06 | 0.05 | TRUE |
30 | YFS | Blood | MRPL38 | 0.10 | 0.00 | enet | 34 | 0.03 | 4.3e-11 | -3.1 | -5.4 | 7.2e-08 | 0.01 | 0.13 | 0.03 | TRUE |
31 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | TIMP2 | 0.06 | 0.01 | blup | 76 | 0.02 | 3.4e-03 | 6.2 | -9.2 | 4.7e-20 | -0.06 | 0.03 | 0.23 | TRUE |
32 | The Cancer Genome Atlas | Breast Invasive Carcinoma | GRB2 | 0.02 | 0.00 | blup | 43 | 0.01 | 4.6e-03 | -7.8 | -8.6 | 8.6e-18 | 0.89 | 0.01 | 0.84 | TRUE |
33 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MIF4GD | 0.01 | 0.00 | blup | 28 | 0.01 | 6.0e-03 | -2.6 | 5.8 | 8.3e-09 | -0.66 | 0.02 | 0.52 | FALSE |
34 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SYNGR2 | 0.05 | 0.01 | lasso | 3 | 0.02 | 9.8e-06 | 4.9 | -5.6 | 2.2e-08 | 0.05 | 0.74 | 0.01 | FALSE |
35 | The Cancer Genome Atlas | Brain Lower Grade Glioma | USP36 | 0.04 | 0.00 | blup | 57 | 0.01 | 2.9e-02 | 9.3 | -7.4 | 1.3e-13 | -0.05 | 0.01 | 0.56 | FALSE |
36 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | SLC25A19 | 0.12 | 0.16 | enet | 8 | 0.18 | 8.0e-09 | -6.6 | 6.9 | 4.8e-12 | -0.69 | 0.80 | 0.20 | FALSE |
37 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | NUP85 | 0.08 | 0.05 | lasso | 3 | 0.05 | 4.6e-03 | -6.0 | -5.8 | 6.8e-09 | 0.64 | 0.02 | 0.22 | FALSE |
38 | The Cancer Genome Atlas | Rectum Adenocarcinoma | EPR1 | 0.18 | 0.07 | blup | 61 | 0.08 | 6.9e-03 | 3.5 | 5.3 | 9.8e-08 | -0.05 | 0.02 | 0.09 | FALSE |
39 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | USP36 | 0.10 | 0.02 | lasso | 4 | 0.05 | 6.6e-03 | 8.8 | -6.8 | 1.2e-11 | 0.00 | 0.02 | 0.83 | FALSE |
40 | The Cancer Genome Atlas | Thyroid Carcinoma | CYTH1 | 0.11 | 0.09 | lasso | 4 | 0.08 | 2.4e-08 | -5.5 | 5.4 | 7.3e-08 | 0.02 | 0.88 | 0.11 | FALSE |
41 | The Cancer Genome Atlas | Thyroid Carcinoma | TIMP2 | 0.06 | 0.01 | blup | 77 | 0.02 | 1.2e-02 | 4.2 | 7.9 | 4.0e-15 | 0.03 | 0.04 | 0.17 | TRUE |