Best TWAS P=3.17e-52 · Best GWAS P=2.88e-65 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 | TMEM232 | 0.08 | 0.05 | lasso | 4 | 0.05 | 1.6e-06 | 2.63 | 6.5 | 1.1e-10 | 0.10 | 0.92 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | WDR36 | 0.05 | 0.03 | enet | 13 | 0.01 | 1.0e-02 | -3.07 | -7.6 | 3.6e-14 | 0.44 | 0.15 | 0.39 | FALSE |
3 | GTEx | Adipose Subcutaneous | WDR36 | 0.14 | 0.06 | lasso | 6 | 0.04 | 2.1e-04 | -8.15 | -5.4 | 6.3e-08 | 0.22 | 0.88 | 0.02 | FALSE |
4 | GTEx | Adipose Visceral Omentum | WDR36 | 0.11 | 0.08 | lasso | 4 | 0.10 | 8.7e-06 | -5.17 | -7.0 | 2.3e-12 | 0.39 | 0.81 | 0.05 | FALSE |
5 | GTEx | Artery Tibial | WDR36 | 0.11 | 0.05 | lasso | 5 | 0.07 | 3.2e-06 | -5.17 | -7.0 | 2.4e-12 | 0.42 | 0.87 | 0.02 | FALSE |
6 | GTEx | Brain Cerebellar Hemisphere | WDR36 | 0.32 | 0.12 | lasso | 7 | 0.17 | 4.8e-05 | -4.64 | -7.0 | 2.0e-12 | 0.33 | 0.12 | 0.13 | TRUE |
7 | GTEx | Brain Cerebellum | WDR36 | 0.26 | 0.22 | lasso | 4 | 0.27 | 1.5e-08 | -4.64 | -5.5 | 4.9e-08 | 0.30 | 0.40 | 0.11 | FALSE |
8 | GTEx | Breast Mammary Tissue (Male) | WDR36 | 0.04 | 0.15 | lasso | 4 | 0.08 | 6.6e-03 | 5.32 | -5.3 | 1.1e-07 | 0.35 | 0.04 | 0.10 | FALSE |
9 | GTEx | Liver | WDR36 | 0.32 | -0.01 | enet | 19 | 0.03 | 5.4e-02 | -3.59 | -9.4 | 4.8e-21 | 0.64 | 0.06 | 0.31 | FALSE |
10 | GTEx | Muscle Skeletal | WDR36 | 0.08 | 0.05 | lasso | 4 | 0.03 | 3.0e-04 | 5.32 | -6.2 | 4.4e-10 | 0.41 | 0.40 | 0.22 | FALSE |
11 | GTEx | Nerve Tibial | WDR36 | 0.24 | 0.04 | enet | 30 | 0.07 | 9.5e-06 | -5.17 | -5.2 | 1.9e-07 | 0.31 | 0.71 | 0.03 | FALSE |
12 | GTEx | Nerve Tibial | SLC25A46 | 0.15 | 0.01 | enet | 18 | 0.07 | 1.2e-05 | 9.45 | -7.8 | 4.9e-15 | 0.00 | 0.52 | 0.02 | FALSE |
13 | GTEx | Skin Not Sun Exposed Suprapubic | WDR36 | 0.17 | 0.09 | lasso | 6 | 0.08 | 2.6e-05 | -7.98 | -7.8 | 4.7e-15 | 0.44 | 0.66 | 0.25 | FALSE |
14 | GTEx | Skin Sun Exposed Lower leg | WDR36 | 0.13 | 0.03 | lasso | 9 | 0.09 | 8.9e-08 | -7.98 | -6.9 | 5.3e-12 | 0.41 | 0.78 | 0.19 | FALSE |
15 | GTEx | Spleen | SLC25A46 | 0.25 | 0.00 | enet | 6 | 0.02 | 1.3e-01 | 9.44 | -8.7 | 2.4e-18 | 0.01 | 0.07 | 0.06 | TRUE |
16 | GTEx | Testis | WDR36 | 0.61 | 0.37 | lasso | 10 | 0.34 | 5.7e-16 | -7.97 | -10.0 | 1.9e-23 | 0.57 | 1.00 | 0.00 | FALSE |
17 | METSIM | Adipose | CAMK4 | 0.05 | 0.01 | bslmm | 518 | 0.03 | 8.3e-05 | 9.52 | 10.4 | 3.7e-25 | -0.61 | 0.03 | 0.90 | FALSE |
18 | METSIM | Adipose | TMEM232 | 0.04 | 0.06 | lasso | 8 | 0.06 | 9.8e-09 | 8.74 | 8.6 | 5.7e-18 | 0.08 | 1.00 | 0.00 | FALSE |
19 | METSIM | Adipose | TSLP | 0.16 | 0.18 | lasso | 7 | 0.18 | 8.5e-26 | -15.24 | 15.1 | 2.0e-51 | -0.92 | 0.30 | 0.70 | FALSE |
20 | ROSMAP | Brain Pre-frontal Cortex | TSLP | 0.13 | 0.08 | enet | 14 | 0.09 | 4.1e-11 | -14.29 | 12.2 | 4.5e-34 | -0.73 | 1.00 | 0.00 | FALSE |
21 | ROSMAP | Brain Pre-frontal Cortex | CAMK4 | 0.10 | 0.03 | lasso | 4 | 0.04 | 7.8e-06 | 9.31 | -10.1 | 5.6e-24 | 0.59 | 0.91 | 0.07 | TRUE |
22 | ROSMAP | Brain Pre-frontal Cortex | STARD4-AS1 | 0.07 | 0.02 | enet | 19 | 0.03 | 5.0e-05 | -0.57 | -6.3 | 3.3e-10 | 0.39 | 0.06 | 0.82 | FALSE |
23 | YFS | Blood | SLC25A46 | 0.03 | 0.02 | enet | 12 | 0.02 | 9.5e-07 | 9.45 | -13.3 | 2.9e-40 | 0.25 | 0.95 | 0.00 | TRUE |
24 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | CAMK4 | 0.04 | 0.04 | blup | 159 | 0.01 | 3.6e-02 | 7.40 | -6.4 | 1.9e-10 | 0.14 | 0.26 | 0.04 | TRUE |
25 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | TMEM232 | 0.08 | 0.06 | blup | 158 | 0.07 | 6.4e-07 | 8.78 | 8.2 | 2.6e-16 | 0.08 | 0.98 | 0.00 | FALSE |
26 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TSLP | 0.03 | 0.03 | lasso | 2 | 0.03 | 5.5e-07 | -15.25 | 13.4 | 1.0e-40 | -0.84 | 0.00 | 1.00 | FALSE |
27 | The Cancer Genome Atlas | Colon Adenocarcinoma | TMEM232 | 0.13 | 0.07 | blup | 161 | 0.11 | 1.0e-06 | 8.85 | 5.9 | 2.8e-09 | 0.09 | 0.95 | 0.00 | TRUE |
28 | The Cancer Genome Atlas | Colon Adenocarcinoma | TSLP | 0.08 | 0.01 | blup | 39 | 0.03 | 5.4e-03 | -14.50 | 12.4 | 4.7e-35 | -0.78 | 0.01 | 0.74 | FALSE |
29 | The Cancer Genome Atlas | Esophageal Carcinoma | TMEM232 | 0.17 | 0.16 | lasso | 2 | 0.13 | 7.5e-05 | 7.33 | 7.2 | 8.3e-13 | 0.09 | 0.68 | 0.02 | FALSE |
30 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TMEM232 | 0.07 | 0.03 | blup | 162 | 0.08 | 6.6e-09 | 2.49 | 5.7 | 1.2e-08 | 0.10 | 1.00 | 0.00 | FALSE |
31 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TSLP | 0.03 | 0.00 | enet | 7 | 0.01 | 3.8e-02 | -12.26 | 9.6 | 8.8e-22 | -0.64 | 0.02 | 0.42 | FALSE |
32 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TMEM232 | 0.07 | 0.12 | lasso | 2 | 0.12 | 4.7e-13 | 7.33 | 7.2 | 6.0e-13 | 0.10 | 1.00 | 0.00 | TRUE |
33 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TSLP | 0.05 | 0.02 | blup | 39 | 0.02 | 7.9e-04 | -14.50 | 12.4 | 1.8e-35 | -0.77 | 0.04 | 0.82 | FALSE |
34 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TMEM232 | 0.15 | 0.12 | lasso | 2 | 0.16 | 2.2e-09 | 8.83 | 8.1 | 7.0e-16 | 0.09 | 1.00 | 0.00 | FALSE |
35 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TMEM232 | 0.09 | 0.03 | blup | 160 | 0.04 | 3.3e-05 | 10.19 | 9.6 | 9.8e-22 | 0.06 | 0.98 | 0.00 | FALSE |
36 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TSLP | 0.06 | 0.07 | blup | 39 | 0.06 | 6.4e-07 | -14.50 | 14.0 | 1.4e-44 | -0.88 | 0.01 | 0.99 | FALSE |
37 | The Cancer Genome Atlas | Lung Adenocarcinoma | TSLP | 0.02 | 0.02 | blup | 39 | 0.02 | 1.9e-03 | -15.25 | 13.8 | 1.8e-43 | -0.88 | 0.00 | 0.89 | FALSE |
38 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TSLP | 0.04 | 0.03 | enet | 6 | 0.02 | 1.6e-03 | -14.83 | 13.5 | 2.5e-41 | -0.86 | 0.01 | 0.90 | TRUE |
39 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | TMEM232 | 0.17 | 0.03 | blup | 162 | 0.06 | 1.9e-03 | 8.83 | 9.2 | 5.2e-20 | 0.09 | 0.12 | 0.19 | FALSE |
40 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | TMEM232 | 0.07 | 0.03 | blup | 159 | 0.03 | 2.3e-02 | 4.14 | 7.2 | 5.7e-13 | 0.08 | 0.08 | 0.04 | TRUE |
41 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TMEM232 | 0.06 | 0.06 | blup | 161 | 0.08 | 3.7e-09 | 8.76 | 7.1 | 1.1e-12 | 0.11 | 1.00 | 0.00 | FALSE |
42 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TSLP | 0.03 | 0.01 | blup | 39 | 0.02 | 2.7e-03 | -9.86 | 10.9 | 1.1e-27 | -0.69 | 0.04 | 0.53 | FALSE |
43 | The Cancer Genome Atlas | Stomach Adenocarcinoma | WDR36 | 0.04 | 0.04 | lasso | 1 | 0.03 | 3.7e-03 | -7.96 | -8.0 | 1.7e-15 | 0.45 | 0.17 | 0.11 | FALSE |
44 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | TSLP | 0.12 | 0.11 | lasso | 3 | 0.08 | 6.9e-04 | -15.28 | 15.2 | 3.2e-52 | -0.92 | 0.00 | 0.97 | TRUE |
45 | The Cancer Genome Atlas | Thyroid Carcinoma | TMEM232 | 0.20 | 0.16 | enet | 17 | 0.24 | 2.3e-23 | 8.68 | 8.0 | 8.6e-16 | 0.10 | 1.00 | 0.00 | FALSE |
46 | The Cancer Genome Atlas | Thyroid Carcinoma | TSLP | 0.13 | 0.14 | blup | 39 | 0.15 | 1.4e-14 | -14.50 | 11.6 | 6.3e-31 | -0.75 | 0.01 | 0.99 | TRUE |
47 | The Cancer Genome Atlas | Thyroid Carcinoma | WDR36 | 0.08 | 0.02 | blup | 73 | 0.05 | 1.5e-05 | 5.22 | -7.3 | 2.6e-13 | 0.44 | 0.29 | 0.31 | FALSE |