Best TWAS P=2.27e-18 · Best GWAS P=2.54e-19 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 | GTEx | Brain Caudate basal ganglia | TTC12 | 0.57 | 0.20 | lasso | 9 | 0.38 | 4.4e-12 | 3.1 | 5.5 | 5.0e-08 | -0.09 | 0.97 | 0.00 | FALSE |
2 | GTEx | Brain Caudate basal ganglia | RP11-159N11.4 | 0.32 | 0.07 | lasso | 7 | 0.14 | 9.7e-05 | 3.4 | 5.9 | 3.5e-09 | -0.14 | 0.46 | 0.06 | FALSE |
3 | GTEx | Brain Cortex | TTC12 | 0.48 | 0.39 | lasso | 5 | 0.43 | 3.2e-13 | 5.4 | 5.4 | 6.8e-08 | -0.05 | 0.96 | 0.00 | FALSE |
4 | GTEx | Brain Hypothalamus | RP11-159N11.4 | 0.44 | 0.06 | lasso | 19 | 0.03 | 7.5e-02 | 5.4 | 6.9 | 5.8e-12 | -0.07 | 0.13 | 0.08 | FALSE |
5 | GTEx | Breast Mammary Tissue | TTC12 | 0.46 | 0.30 | lasso | 7 | 0.40 | 8.1e-22 | 5.4 | 6.0 | 1.5e-09 | -0.09 | 1.00 | 0.00 | FALSE |
6 | GTEx | Breast Mammary Tissue (Female) | TTC12 | 0.46 | 0.22 | lasso | 10 | 0.34 | 6.2e-11 | -6.4 | 5.5 | 4.9e-08 | -0.06 | 0.97 | 0.00 | FALSE |
7 | GTEx | Esophagus Gastroesophageal Junction | TTC12 | 0.67 | 0.39 | enet | 34 | 0.54 | 4.6e-23 | -5.8 | 5.6 | 1.6e-08 | -0.07 | 1.00 | 0.00 | FALSE |
8 | GTEx | Heart Left Ventricle | TTC12 | 0.39 | 0.24 | enet | 36 | 0.38 | 2.5e-21 | 7.6 | 7.0 | 2.0e-12 | -0.17 | 1.00 | 0.00 | FALSE |
9 | GTEx | Muscle Skeletal | TTC12 | 0.44 | 0.34 | lasso | 10 | 0.40 | 2.4e-41 | -6.3 | 5.2 | 2.2e-07 | -0.08 | 1.00 | 0.00 | TRUE |
10 | GTEx | Skin Not Sun Exposed Suprapubic | TTC12 | 0.49 | 0.29 | lasso | 10 | 0.51 | 6.5e-32 | 5.4 | 5.6 | 2.2e-08 | -0.09 | 1.00 | 0.00 | FALSE |
11 | GTEx | Spleen | RP11-159N11.4 | 0.30 | 0.06 | lasso | 6 | 0.06 | 1.4e-02 | 7.3 | 6.3 | 3.0e-10 | -0.07 | 0.14 | 0.05 | FALSE |
12 | GTEx | Testis | TTC12 | 0.42 | 0.16 | enet | 33 | 0.38 | 7.7e-18 | 7.4 | 7.8 | 4.4e-15 | -0.35 | 0.85 | 0.13 | FALSE |
13 | GTEx | Uterus | NCAM1 | 0.41 | -0.01 | lasso | 11 | -0.01 | 5.9e-01 | 5.4 | 7.4 | 1.6e-13 | -0.15 | 0.08 | 0.07 | TRUE |
14 | METSIM | Adipose | ANKK1 | 0.16 | 0.11 | enet | 13 | 0.16 | 9.8e-23 | -5.7 | -8.6 | 1.1e-17 | 0.27 | 1.00 | 0.00 | FALSE |
15 | YFS | Blood | ANKK1 | 0.04 | 0.03 | lasso | 3 | 0.03 | 2.9e-09 | -6.1 | -7.2 | 4.9e-13 | 0.23 | 1.00 | 0.00 | FALSE |
16 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TTC12 | 0.19 | 0.12 | blup | 48 | 0.15 | 1.1e-28 | 7.6 | 5.5 | 5.0e-08 | -0.15 | 0.01 | 0.99 | FALSE |
17 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ANKK1 | 0.04 | 0.02 | blup | 66 | 0.03 | 5.0e-04 | 7.3 | 8.5 | 2.2e-17 | -0.25 | 0.22 | 0.18 | FALSE |
18 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ANKK1 | 0.04 | 0.03 | blup | 67 | 0.04 | 6.3e-05 | 7.2 | -8.5 | 2.2e-17 | 0.36 | 0.55 | 0.18 | TRUE |
19 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TTC12 | 0.49 | 0.30 | enet | 22 | 0.40 | 3.2e-48 | 7.6 | 5.3 | 1.1e-07 | -0.07 | 0.01 | 0.99 | TRUE |
20 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | DRD2 | 0.13 | 0.05 | blup | 97 | 0.07 | 5.7e-05 | 4.2 | 5.9 | 4.1e-09 | -0.65 | 0.05 | 0.86 | FALSE |
21 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TTC12 | 0.37 | 0.22 | enet | 5 | 0.22 | 1.1e-12 | 6.2 | 5.9 | 3.6e-09 | -0.14 | 0.09 | 0.91 | FALSE |
22 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TTC12 | 0.33 | 0.28 | blup | 48 | 0.30 | 1.4e-34 | 7.6 | 5.9 | 4.5e-09 | -0.14 | 0.01 | 0.99 | FALSE |
23 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | ANKK1 | 0.08 | 0.02 | blup | 66 | 0.04 | 5.6e-03 | 6.7 | -7.1 | 1.6e-12 | 0.13 | 0.18 | 0.05 | FALSE |
24 | The Cancer Genome Atlas | Lung Adenocarcinoma | DRD2 | 0.06 | 0.07 | lasso | 2 | 0.07 | 6.6e-09 | -8.7 | 8.7 | 2.3e-18 | -0.89 | 0.06 | 0.94 | TRUE |
25 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | TTC12 | 0.25 | 0.12 | blup | 48 | 0.12 | 2.4e-08 | 6.2 | 5.8 | 6.6e-09 | -0.21 | 0.12 | 0.88 | FALSE |
26 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | TTC12 | 0.36 | 0.30 | lasso | 3 | 0.29 | 6.0e-12 | 7.6 | 7.6 | 2.3e-14 | -0.26 | 0.01 | 0.99 | FALSE |
27 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TTC12 | 0.21 | 0.20 | lasso | 4 | 0.22 | 1.2e-22 | 7.6 | 7.1 | 1.1e-12 | -0.22 | 0.02 | 0.98 | TRUE |
28 | The Cancer Genome Atlas | Stomach Adenocarcinoma | TTC12 | 0.25 | 0.10 | enet | 10 | 0.17 | 3.6e-12 | 6.2 | 5.3 | 9.3e-08 | -0.16 | 0.02 | 0.98 | FALSE |
29 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | TTC12 | 0.07 | 0.06 | blup | 48 | 0.04 | 1.6e-02 | 6.2 | 8.0 | 1.1e-15 | -0.28 | 0.01 | 0.73 | FALSE |
30 | The Cancer Genome Atlas | Thyroid Carcinoma | ANKK1 | 0.09 | 0.06 | blup | 67 | 0.07 | 9.9e-08 | 7.4 | -5.8 | 7.2e-09 | 0.22 | 0.87 | 0.08 | FALSE |
31 | The Cancer Genome Atlas | Thyroid Carcinoma | TTC12 | 0.73 | 0.41 | enet | 24 | 0.51 | 3.9e-57 | 6.2 | 5.4 | 6.3e-08 | -0.04 | 0.84 | 0.16 | FALSE |