Best TWAS P=9.15e-17 · Best GWAS P=1.79e-25 conditioned to 0.13
# | 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 | COG4 | 0.19 | 0.23 | enet | 28 | 0.27 | 4.3e-33 | -4.0 | 5.5 | 3.1e-08 | -0.25 | 0.99 | 0.01 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | NOB1 | 0.04 | 0.05 | enet | 12 | 0.04 | 7.2e-06 | -6.4 | 6.8 | 1.5e-11 | -0.43 | 0.97 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | NFAT5 | 0.09 | 0.02 | enet | 19 | 0.05 | 8.2e-05 | -2.4 | -6.8 | 8.4e-12 | 0.38 | 0.17 | 0.22 | TRUE |
4 | GTEx | Brain Cerebellum | CTD-2033A16.3 | 0.14 | 0.15 | lasso | 4 | 0.12 | 2.2e-04 | -6.3 | 5.4 | 8.0e-08 | -0.40 | 0.16 | 0.10 | FALSE |
5 | GTEx | Brain Nucleus accumbens basal ganglia | PDXDC2P | 0.26 | 0.17 | lasso | 5 | 0.13 | 2.2e-04 | 6.0 | 5.7 | 1.4e-08 | -0.35 | 0.34 | 0.04 | FALSE |
6 | GTEx | Cells Transformed fibroblasts | COG4 | 0.23 | 0.18 | lasso | 5 | 0.20 | 1.3e-14 | -4.0 | 5.3 | 1.2e-07 | -0.24 | 0.99 | 0.01 | FALSE |
7 | GTEx | Esophagus Muscularis | TMED6 | 0.08 | 0.04 | enet | 5 | 0.06 | 1.2e-04 | -4.9 | -6.2 | 5.1e-10 | 0.11 | 0.32 | 0.06 | TRUE |
8 | GTEx | Liver | TMED6 | 0.37 | 0.22 | lasso | 7 | 0.24 | 1.9e-07 | 4.3 | -5.3 | 9.0e-08 | 0.15 | 0.60 | 0.05 | FALSE |
9 | GTEx | Lung | SNTB2 | 0.08 | 0.05 | enet | 12 | 0.04 | 2.8e-04 | -2.9 | 5.1 | 3.1e-07 | -0.25 | 0.56 | 0.20 | FALSE |
10 | GTEx | Skin Sun Exposed Lower leg | CYB5B | 0.12 | 0.00 | enet | 18 | 0.02 | 5.4e-03 | -1.3 | -5.8 | 6.2e-09 | 0.48 | 0.32 | 0.39 | FALSE |
11 | GTEx | Testis | WWP2 | 0.30 | 0.10 | lasso | 5 | 0.16 | 9.2e-08 | -5.2 | -7.5 | 7.7e-14 | 0.68 | 0.51 | 0.25 | FALSE |
12 | GTEx | Thyroid | NOB1 | 0.03 | 0.01 | enet | 6 | 0.02 | 7.7e-03 | -7.0 | 8.3 | 9.1e-17 | -0.76 | 0.26 | 0.20 | TRUE |
13 | GTEx | Thyroid | CTD-2033A16.3 | 0.03 | 0.02 | enet | 7 | 0.02 | 6.7e-03 | -5.5 | 7.7 | 1.1e-14 | -0.72 | 0.21 | 0.28 | FALSE |
14 | METSIM | Adipose | NOB1 | 0.03 | 0.03 | lasso | 2 | 0.03 | 2.8e-05 | -6.2 | 7.3 | 2.7e-13 | -0.57 | 0.27 | 0.68 | FALSE |
15 | METSIM | Adipose | WWP2 | 0.08 | 0.04 | enet | 19 | 0.07 | 2.7e-10 | 7.4 | 7.4 | 1.3e-13 | -0.51 | 0.98 | 0.02 | FALSE |
16 | YFS | Blood | PDPR | 0.02 | 0.00 | enet | 20 | 0.01 | 1.8e-05 | 0.6 | -5.4 | 5.9e-08 | 0.55 | 0.02 | 0.64 | FALSE |
17 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CLEC18A | 0.16 | 0.17 | enet | 10 | 0.19 | 6.8e-37 | 5.9 | 5.5 | 3.0e-08 | -0.41 | 0.99 | 0.01 | FALSE |
18 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NFAT5 | 0.02 | 0.01 | enet | 5 | 0.01 | 6.6e-04 | -3.7 | -8.0 | 1.3e-15 | 0.76 | 0.03 | 0.46 | FALSE |
19 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NQO1 | 0.02 | 0.01 | blup | 39 | 0.01 | 4.3e-03 | -5.8 | -6.7 | 2.2e-11 | 0.73 | 0.06 | 0.16 | FALSE |
20 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CLEC18A | 0.10 | 0.06 | lasso | 2 | 0.04 | 6.3e-03 | 5.9 | 5.9 | 3.7e-09 | -0.43 | 0.04 | 0.20 | FALSE |
21 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | PDXDC2 | 0.20 | 0.02 | blup | 26 | 0.07 | 1.8e-04 | 6.0 | 6.3 | 2.7e-10 | -0.35 | 0.02 | 0.83 | FALSE |
22 | The Cancer Genome Atlas | Colon Adenocarcinoma | CLEC18A | 0.14 | 0.18 | lasso | 5 | 0.15 | 4.5e-09 | 5.9 | 6.1 | 9.0e-10 | -0.45 | 0.42 | 0.57 | FALSE |
23 | The Cancer Genome Atlas | Colon Adenocarcinoma | NQO1 | 0.06 | 0.04 | lasso | 3 | 0.01 | 5.3e-02 | -5.8 | -5.6 | 1.8e-08 | 0.53 | 0.04 | 0.07 | FALSE |
24 | The Cancer Genome Atlas | Glioblastoma Multiforme | PDXDC2 | 0.10 | 0.12 | lasso | 3 | 0.10 | 4.7e-04 | 5.9 | 5.9 | 3.7e-09 | -0.43 | 0.01 | 0.76 | FALSE |
25 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PDXDC2 | 0.14 | 0.05 | enet | 6 | 0.05 | 3.2e-06 | 6.0 | 6.2 | 6.6e-10 | -0.42 | 0.01 | 0.98 | FALSE |
26 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CLEC18C | 0.06 | 0.05 | lasso | 1 | 0.04 | 3.8e-05 | 6.0 | 6.0 | 2.4e-09 | -0.36 | 0.65 | 0.11 | FALSE |
27 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PDXDC2 | 0.03 | 0.04 | enet | 4 | 0.04 | 4.0e-05 | 6.0 | 5.9 | 2.7e-09 | -0.36 | 0.02 | 0.98 | FALSE |
28 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PDXDC2 | 0.15 | 0.25 | enet | 12 | 0.29 | 8.2e-33 | 6.0 | 5.4 | 5.8e-08 | -0.37 | 0.01 | 0.99 | FALSE |
29 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | TMED6 | 0.21 | 0.06 | enet | 11 | 0.14 | 2.5e-07 | 4.3 | -5.2 | 2.5e-07 | 0.16 | 0.01 | 0.85 | FALSE |
30 | The Cancer Genome Atlas | Lung Adenocarcinoma | CLEC18A | 0.13 | 0.17 | enet | 11 | 0.17 | 1.8e-19 | 5.9 | 5.3 | 1.1e-07 | -0.39 | 0.99 | 0.01 | FALSE |
31 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | CLEC18A | 0.06 | 0.10 | lasso | 1 | 0.09 | 6.9e-11 | 5.9 | 5.9 | 4.0e-09 | -0.42 | 0.97 | 0.03 | FALSE |
32 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | PDXDC2 | 0.09 | 0.01 | blup | 26 | 0.06 | 4.7e-05 | 6.0 | 5.9 | 4.1e-09 | -0.48 | 0.01 | 0.90 | FALSE |
33 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | CLEC18A | 0.20 | 0.14 | enet | 12 | 0.15 | 1.5e-06 | 5.9 | 5.3 | 1.2e-07 | -0.39 | 0.53 | 0.22 | FALSE |
34 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | PDXDC2 | 0.26 | 0.19 | lasso | 3 | 0.23 | 1.3e-09 | 5.9 | 5.7 | 1.1e-08 | -0.37 | 0.02 | 0.98 | FALSE |
35 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PDXDC2 | 0.13 | 0.05 | lasso | 4 | 0.05 | 9.4e-06 | 5.9 | 5.3 | 9.6e-08 | -0.37 | 0.02 | 0.98 | FALSE |
36 | The Cancer Genome Atlas | Rectum Adenocarcinoma | CLEC18A | 0.15 | 0.03 | blup | 23 | 0.09 | 4.3e-03 | 5.9 | 6.8 | 7.9e-12 | -0.57 | 0.01 | 0.40 | FALSE |
37 | The Cancer Genome Atlas | Soft Tissue Sarcoma | CLEC18A | 0.12 | 0.11 | lasso | 2 | 0.11 | 3.4e-07 | 6.0 | 6.0 | 1.8e-09 | -0.46 | 0.65 | 0.33 | FALSE |
38 | The Cancer Genome Atlas | Soft Tissue Sarcoma | PDXDC2 | 0.05 | 0.01 | blup | 26 | 0.03 | 9.5e-03 | 5.9 | 6.4 | 1.3e-10 | -0.40 | 0.01 | 0.69 | FALSE |
39 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | CLEC18A | 0.17 | 0.09 | enet | 8 | 0.11 | 8.5e-04 | 5.9 | 7.1 | 1.1e-12 | -0.52 | 0.01 | 0.82 | FALSE |
40 | The Cancer Genome Atlas | Stomach Adenocarcinoma | CLEC18A | 0.07 | 0.05 | blup | 23 | 0.04 | 3.7e-04 | 5.9 | 5.3 | 1.2e-07 | -0.40 | 0.21 | 0.26 | FALSE |
41 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | CLEC18A | 0.20 | 0.09 | lasso | 5 | 0.08 | 8.8e-04 | 7.4 | 7.4 | 1.8e-13 | -0.59 | 0.00 | 0.92 | FALSE |
42 | The Cancer Genome Atlas | Thyroid Carcinoma | CLEC18A | 0.24 | 0.26 | blup | 23 | 0.27 | 1.3e-26 | 5.9 | 5.2 | 2.4e-07 | -0.36 | 0.99 | 0.01 | FALSE |
43 | The Cancer Genome Atlas | Thyroid Carcinoma | PDXDC2 | 0.12 | 0.16 | blup | 26 | 0.15 | 1.1e-14 | 6.0 | 5.8 | 6.3e-09 | -0.42 | 0.01 | 0.99 | FALSE |