Best TWAS P=9.41e-12 · Best GWAS P=6.95e-15 conditioned to 3.74e-08
# | 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 | Adipose Visceral Omentum | DNTTIP1 | 0.14 | 0.15 | enet | 9 | 0.13 | 2.0e-07 | 5.90 | -5.6 | 1.7e-08 | 0.00 | 0.34 | 0.66 | FALSE |
2 | GTEx | Adrenal Gland | STK4 | 0.25 | 0.20 | lasso | 5 | 0.17 | 1.1e-06 | 6.56 | 6.8 | 9.4e-12 | 0.00 | 0.03 | 0.97 | TRUE |
3 | GTEx | Artery Coronary | DNTTIP1 | 0.38 | 0.22 | lasso | 8 | 0.16 | 6.7e-06 | 5.47 | -5.9 | 2.9e-09 | -0.01 | 0.16 | 0.83 | FALSE |
4 | GTEx | Artery Tibial | DNTTIP1 | 0.18 | 0.17 | lasso | 5 | 0.18 | 7.4e-14 | 5.88 | -5.7 | 1.2e-08 | 0.00 | 0.82 | 0.18 | FALSE |
5 | GTEx | Breast Mammary Tissue (Male) | DNTTIP1 | 0.24 | -0.01 | enet | 2 | -0.01 | 7.2e-01 | 5.73 | -5.7 | 9.3e-09 | 0.02 | 0.06 | 0.11 | FALSE |
6 | GTEx | Breast Mammary Tissue (Male) | ZNF334 | 0.36 | 0.08 | enet | 17 | 0.21 | 1.3e-05 | 4.10 | 5.6 | 1.8e-08 | 0.01 | 0.01 | 0.79 | TRUE |
7 | GTEx | Heart Left Ventricle | DNTTIP1 | 0.07 | 0.11 | lasso | 3 | 0.09 | 9.9e-06 | 4.81 | -5.3 | 1.1e-07 | 0.00 | 0.37 | 0.60 | FALSE |
8 | GTEx | Muscle Skeletal | DNTTIP1 | 0.09 | 0.08 | lasso | 4 | 0.08 | 1.5e-08 | 5.92 | -5.8 | 6.3e-09 | 0.02 | 0.68 | 0.32 | FALSE |
9 | GTEx | Nerve Tibial | DNTTIP1 | 0.13 | 0.13 | enet | 20 | 0.10 | 1.7e-07 | 5.75 | -5.6 | 1.9e-08 | 0.02 | 0.82 | 0.18 | FALSE |
10 | GTEx | Whole Blood | DNTTIP1 | 0.06 | 0.07 | lasso | 2 | 0.05 | 1.1e-05 | 5.73 | -5.6 | 1.8e-08 | 0.02 | 0.74 | 0.26 | FALSE |
11 | METSIM | Adipose | DNTTIP1 | 0.04 | 0.03 | enet | 12 | 0.02 | 2.0e-04 | 5.75 | -5.5 | 3.7e-08 | 0.01 | 0.54 | 0.42 | FALSE |
12 | METSIM | Adipose | PIGT | 0.03 | 0.00 | enet | 23 | 0.01 | 6.8e-03 | 0.64 | 6.0 | 1.6e-09 | 0.05 | 0.08 | 0.24 | FALSE |
13 | METSIM | Adipose | SLPI | 0.05 | 0.01 | lasso | 7 | 0.02 | 1.0e-03 | -4.08 | -5.2 | 2.2e-07 | 0.06 | 0.11 | 0.79 | FALSE |
14 | ROSMAP | Brain Pre-frontal Cortex | WFDC3 | 0.32 | 0.54 | lasso | 8 | 0.54 | 4.1e-82 | 5.71 | -5.7 | 1.0e-08 | 0.02 | 0.89 | 0.11 | FALSE |
15 | YFS | Blood | DNTTIP1 | 0.11 | 0.17 | lasso | 10 | 0.17 | 4.3e-54 | 5.75 | -5.4 | 7.3e-08 | 0.01 | 0.84 | 0.16 | FALSE |
16 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | WFDC3 | 0.16 | 0.30 | lasso | 7 | 0.28 | 4.1e-24 | 5.71 | -5.6 | 2.3e-08 | 0.00 | 0.86 | 0.14 | FALSE |
17 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | WFDC3 | 0.22 | 0.30 | lasso | 4 | 0.31 | 8.8e-16 | 5.92 | -5.9 | 4.7e-09 | 0.02 | 0.84 | 0.16 | FALSE |
18 | The Cancer Genome Atlas | Colon Adenocarcinoma | STK4 | 0.04 | 0.05 | lasso | 4 | 0.02 | 2.3e-02 | 6.54 | 6.5 | 6.1e-11 | -0.01 | 0.03 | 0.79 | FALSE |
19 | The Cancer Genome Atlas | Colon Adenocarcinoma | WFDC13 | 0.06 | 0.05 | enet | 3 | 0.04 | 2.7e-03 | 4.55 | 5.7 | 1.5e-08 | 0.02 | 0.03 | 0.58 | FALSE |
20 | The Cancer Genome Atlas | Colon Adenocarcinoma | WFDC3 | 0.26 | 0.36 | enet | 12 | 0.38 | 7.7e-23 | 5.71 | -5.2 | 1.9e-07 | 0.02 | 0.87 | 0.13 | FALSE |
21 | The Cancer Genome Atlas | Esophageal Carcinoma | WFDC3 | 0.24 | 0.26 | blup | 59 | 0.29 | 1.0e-09 | 4.49 | -5.4 | 7.4e-08 | 0.00 | 0.25 | 0.75 | FALSE |
22 | The Cancer Genome Atlas | Glioblastoma Multiforme | WFDC3 | 0.38 | 0.38 | enet | 14 | 0.41 | 9.1e-14 | 5.73 | -5.5 | 2.8e-08 | 0.01 | 0.08 | 0.92 | FALSE |
23 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | WFDC3 | 0.17 | 0.38 | lasso | 11 | 0.38 | 6.9e-45 | 5.75 | -5.6 | 1.9e-08 | 0.01 | 0.89 | 0.11 | FALSE |
24 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | WFDC3 | 0.27 | 0.41 | lasso | 6 | 0.42 | 5.7e-51 | 5.71 | -5.6 | 1.8e-08 | 0.01 | 0.89 | 0.11 | FALSE |
25 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | WFDC3 | 0.41 | 0.53 | lasso | 6 | 0.53 | 1.3e-35 | 5.71 | -5.4 | 6.4e-08 | 0.02 | 0.89 | 0.11 | FALSE |
26 | The Cancer Genome Atlas | Brain Lower Grade Glioma | JPH2 | 0.08 | 0.01 | blup | 127 | 0.06 | 1.6e-07 | -7.79 | -5.8 | 5.1e-09 | 0.62 | 0.00 | 0.99 | FALSE |
27 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SNX21 | 0.08 | 0.01 | lasso | 4 | 0.03 | 1.1e-04 | 5.90 | -6.7 | 2.4e-11 | -0.07 | 0.05 | 0.84 | TRUE |
28 | The Cancer Genome Atlas | Brain Lower Grade Glioma | STK4 | 0.09 | 0.08 | lasso | 2 | 0.07 | 3.9e-08 | 6.49 | 6.7 | 1.9e-11 | -0.01 | 0.03 | 0.97 | FALSE |
29 | The Cancer Genome Atlas | Brain Lower Grade Glioma | WFDC3 | 0.42 | 0.60 | enet | 18 | 0.62 | 4.8e-90 | 5.91 | -5.2 | 2.3e-07 | 0.02 | 0.85 | 0.15 | FALSE |
30 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | WFDC3 | 0.30 | 0.26 | lasso | 7 | 0.29 | 4.3e-14 | 5.71 | -5.2 | 2.4e-07 | 0.00 | 0.86 | 0.14 | FALSE |
31 | The Cancer Genome Atlas | Lung Adenocarcinoma | WFDC13 | 0.06 | 0.02 | lasso | 4 | 0.03 | 1.0e-04 | 4.86 | 6.3 | 3.4e-10 | 0.01 | 0.06 | 0.93 | TRUE |
32 | The Cancer Genome Atlas | Lung Adenocarcinoma | WFDC3 | 0.20 | 0.38 | lasso | 4 | 0.38 | 4.9e-47 | 5.71 | -5.7 | 1.2e-08 | 0.01 | 0.89 | 0.11 | FALSE |
33 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | STK4 | 0.04 | 0.03 | blup | 88 | 0.03 | 7.1e-05 | 6.49 | 6.1 | 1.1e-09 | 0.04 | 0.03 | 0.96 | FALSE |
34 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | WFDC3 | 0.17 | 0.39 | lasso | 5 | 0.38 | 7.7e-46 | 5.75 | -5.7 | 1.1e-08 | 0.01 | 0.88 | 0.12 | FALSE |
35 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | WFDC3 | 0.23 | 0.38 | lasso | 2 | 0.37 | 2.2e-26 | 5.73 | -5.7 | 1.0e-08 | 0.02 | 0.85 | 0.15 | FALSE |
36 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | DNTTIP1 | 0.08 | 0.07 | blup | 54 | 0.04 | 9.7e-03 | 5.90 | -5.3 | 1.4e-07 | 0.00 | 0.04 | 0.51 | FALSE |
37 | The Cancer Genome Atlas | Prostate Adenocarcinoma | STK4 | 0.06 | 0.01 | blup | 88 | 0.02 | 4.9e-03 | -3.96 | 5.9 | 3.0e-09 | -0.03 | 0.04 | 0.73 | FALSE |
38 | The Cancer Genome Atlas | Prostate Adenocarcinoma | WFDC3 | 0.45 | 0.57 | lasso | 9 | 0.58 | 1.5e-73 | 5.75 | -5.7 | 1.0e-08 | 0.02 | 0.87 | 0.13 | FALSE |
39 | The Cancer Genome Atlas | Soft Tissue Sarcoma | WFDC3 | 0.27 | 0.37 | lasso | 5 | 0.36 | 1.5e-22 | 5.71 | -5.7 | 1.5e-08 | 0.01 | 0.89 | 0.11 | FALSE |
40 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | WFDC3 | 0.21 | 0.21 | lasso | 1 | 0.17 | 2.8e-05 | 5.75 | -5.8 | 8.9e-09 | 0.02 | 0.16 | 0.54 | FALSE |
41 | The Cancer Genome Atlas | Thyroid Carcinoma | DNTTIP1 | 0.07 | 0.08 | blup | 54 | 0.11 | 3.3e-11 | 3.97 | -5.3 | 1.0e-07 | -0.02 | 0.36 | 0.64 | FALSE |
42 | The Cancer Genome Atlas | Thyroid Carcinoma | JPH2 | 0.10 | 0.05 | blup | 127 | 0.07 | 3.6e-07 | -4.25 | -6.1 | 9.3e-10 | 0.73 | 0.00 | 1.00 | TRUE |
43 | The Cancer Genome Atlas | Thyroid Carcinoma | STK4 | 0.05 | 0.02 | blup | 89 | 0.03 | 1.1e-03 | -3.31 | 5.2 | 1.7e-07 | 0.01 | 0.06 | 0.82 | FALSE |
44 | The Cancer Genome Atlas | Thyroid Carcinoma | WFDC3 | 0.36 | 0.56 | lasso | 9 | 0.57 | 4.3e-68 | 5.71 | -5.7 | 1.5e-08 | 0.01 | 0.89 | 0.11 | FALSE |
45 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | WFDC3 | 0.51 | 0.39 | blup | 57 | 0.42 | 8.7e-13 | 5.75 | -5.2 | 1.9e-07 | 0.01 | 0.50 | 0.50 | FALSE |