Best TWAS P=9.22e-18 · Best GWAS P=5.31e-26 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 | COG4 | 0.19 | 0.23 | enet | 28 | 0.27 | 4.3e-33 | -5.7 | 6.1 | 1.3e-09 | 0.32 | 0.02 | 0.98 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | IL34 | 0.02 | 0.02 | blup | 149 | 0.01 | 4.1e-02 | 4.0 | 5.4 | 7.8e-08 | 0.06 | 0.04 | 0.52 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | NOB1 | 0.04 | 0.05 | enet | 12 | 0.04 | 7.2e-06 | -6.1 | 6.3 | 3.8e-10 | 0.61 | 0.85 | 0.13 | FALSE |
4 | GTEx | Adipose Subcutaneous | NFAT5 | 0.09 | 0.02 | enet | 19 | 0.05 | 8.2e-05 | -2.1 | -6.6 | 3.4e-11 | -0.53 | 0.08 | 0.62 | TRUE |
5 | GTEx | Adipose Subcutaneous | IL34 | 0.04 | 0.00 | enet | 3 | 0.00 | 2.5e-01 | 4.2 | -5.3 | 1.0e-07 | -0.11 | 0.02 | 0.82 | FALSE |
6 | GTEx | Artery Tibial | SF3B3 | 0.07 | 0.10 | enet | 17 | 0.08 | 4.9e-07 | -5.9 | 6.1 | 1.4e-09 | 0.18 | 0.02 | 0.98 | TRUE |
7 | GTEx | Brain Cerebellum | NOB1 | 0.15 | 0.08 | lasso | 3 | 0.07 | 3.7e-03 | -6.2 | 5.3 | 1.3e-07 | 0.61 | 0.05 | 0.53 | FALSE |
8 | GTEx | Brain Cerebellum | CTD-2033A16.3 | 0.14 | 0.15 | lasso | 4 | 0.12 | 2.2e-04 | -6.0 | 5.6 | 2.7e-08 | 0.61 | 0.14 | 0.20 | FALSE |
9 | GTEx | Breast Mammary Tissue (Female) | PDXDC2P | 0.44 | 0.14 | enet | 16 | 0.16 | 1.9e-05 | -3.1 | -5.4 | 8.4e-08 | -0.08 | 0.40 | 0.03 | FALSE |
10 | GTEx | Cells Transformed fibroblasts | COG4 | 0.23 | 0.18 | lasso | 5 | 0.20 | 1.3e-14 | -5.9 | 6.0 | 1.9e-09 | 0.26 | 0.02 | 0.98 | FALSE |
11 | GTEx | Esophagus Mucosa | COG4 | 0.14 | 0.06 | lasso | 4 | 0.08 | 7.8e-06 | -5.7 | 6.2 | 4.4e-10 | 0.26 | 0.05 | 0.94 | FALSE |
12 | GTEx | Esophagus Mucosa | IL34 | 0.04 | 0.06 | lasso | 2 | 0.06 | 9.3e-05 | -5.9 | -6.0 | 2.5e-09 | -0.19 | 0.02 | 0.97 | FALSE |
13 | GTEx | Esophagus Mucosa | SF3B3 | 0.22 | 0.10 | lasso | 4 | 0.12 | 3.9e-08 | -5.9 | 6.0 | 1.8e-09 | 0.17 | 0.02 | 0.98 | FALSE |
14 | GTEx | Esophagus Mucosa | PDXDC2P | 0.39 | 0.22 | lasso | 6 | 0.23 | 1.6e-15 | -6.4 | -5.6 | 2.4e-08 | -0.28 | 1.00 | 0.00 | FALSE |
15 | GTEx | Muscle Skeletal | COG4 | 0.05 | 0.08 | lasso | 1 | 0.07 | 9.4e-08 | -5.8 | 5.8 | 8.2e-09 | 0.19 | 0.03 | 0.97 | FALSE |
16 | GTEx | Nerve Tibial | IL34 | 0.07 | 0.07 | lasso | 3 | 0.06 | 4.1e-05 | -5.8 | -5.8 | 5.3e-09 | -0.18 | 0.02 | 0.98 | FALSE |
17 | GTEx | Skin Sun Exposed Lower leg | SF3B3 | 0.15 | 0.08 | lasso | 10 | 0.10 | 6.2e-09 | -5.6 | 5.9 | 2.9e-09 | 0.06 | 0.04 | 0.96 | TRUE |
18 | GTEx | Skin Sun Exposed Lower leg | PDXDC2P | 0.34 | 0.22 | enet | 19 | 0.27 | 2.3e-22 | 3.2 | -5.3 | 9.5e-08 | -0.14 | 1.00 | 0.00 | FALSE |
19 | GTEx | Testis | COG4 | 0.14 | 0.09 | enet | 11 | 0.11 | 9.4e-06 | -5.9 | -5.6 | 2.1e-08 | -0.11 | 0.02 | 0.97 | FALSE |
20 | GTEx | Testis | ZFHX3 | 0.28 | 0.10 | lasso | 5 | 0.11 | 1.8e-05 | -5.2 | -6.0 | 2.2e-09 | -0.03 | 0.01 | 0.99 | TRUE |
21 | GTEx | Testis | PDXDC2P | 0.62 | 0.50 | enet | 15 | 0.57 | 6.8e-30 | -6.4 | -6.2 | 4.2e-10 | -0.29 | 1.00 | 0.00 | FALSE |
22 | GTEx | Testis | WWP2 | 0.30 | 0.10 | lasso | 5 | 0.16 | 9.2e-08 | -5.6 | -8.1 | 7.4e-16 | -0.54 | 0.65 | 0.04 | FALSE |
23 | GTEx | Thyroid | NOB1 | 0.03 | 0.01 | enet | 6 | 0.02 | 7.7e-03 | -8.1 | 8.6 | 9.2e-18 | 0.77 | 0.11 | 0.64 | TRUE |
24 | GTEx | Thyroid | SF3B3 | 0.07 | 0.00 | enet | 12 | 0.01 | 5.7e-02 | 2.7 | 5.6 | 2.0e-08 | 0.08 | 0.04 | 0.67 | FALSE |
25 | GTEx | Thyroid | CTD-2033A16.3 | 0.03 | 0.02 | enet | 7 | 0.02 | 6.7e-03 | -5.3 | 7.9 | 2.9e-15 | 0.69 | 0.13 | 0.55 | FALSE |
26 | GTEx | Whole Blood | COG4 | 0.04 | 0.04 | lasso | 5 | 0.02 | 3.2e-03 | -5.9 | -5.4 | 5.6e-08 | -0.11 | 0.02 | 0.97 | FALSE |
27 | GTEx | Whole Blood | PDXDC2P | 0.16 | 0.05 | lasso | 3 | 0.07 | 9.0e-07 | -6.6 | -6.2 | 6.3e-10 | -0.22 | 0.94 | 0.00 | FALSE |
28 | METSIM | Adipose | NOB1 | 0.03 | 0.03 | lasso | 2 | 0.03 | 2.8e-05 | -6.1 | 7.5 | 6.4e-14 | 0.76 | 0.09 | 0.90 | FALSE |
29 | METSIM | Adipose | WWP2 | 0.08 | 0.04 | enet | 19 | 0.07 | 2.7e-10 | 6.9 | 7.9 | 2.2e-15 | 0.74 | 0.49 | 0.51 | FALSE |
30 | NTR | Blood | KIAA0174 | 0.06 | 0.02 | bslmm | 408 | 0.01 | 1.5e-05 | -4.2 | 5.4 | 6.8e-08 | 0.02 | 0.30 | 0.63 | TRUE |
31 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | COG4 | 0.03 | 0.04 | blup | 30 | 0.05 | 8.9e-05 | -5.5 | 5.9 | 3.6e-09 | 0.18 | 0.02 | 0.96 | FALSE |
32 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NFAT5 | 0.02 | 0.01 | enet | 5 | 0.01 | 6.6e-04 | -4.2 | -7.7 | 1.1e-14 | -0.64 | 0.03 | 0.46 | TRUE |
33 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NQO1 | 0.02 | 0.01 | blup | 39 | 0.01 | 4.3e-03 | -5.7 | -5.7 | 1.6e-08 | -0.45 | 0.06 | 0.16 | FALSE |
34 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | COG4 | 0.13 | 0.06 | blup | 31 | 0.10 | 1.7e-05 | -5.2 | 5.8 | 7.1e-09 | 0.21 | 0.03 | 0.96 | FALSE |
35 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | PDXDC2 | 0.20 | 0.02 | blup | 26 | 0.07 | 1.8e-04 | 4.2 | 6.0 | 2.1e-09 | 0.46 | 0.02 | 0.80 | FALSE |
36 | The Cancer Genome Atlas | Colon Adenocarcinoma | NQO1 | 0.06 | 0.04 | lasso | 3 | 0.01 | 5.3e-02 | -5.7 | -5.5 | 3.2e-08 | -0.42 | 0.04 | 0.07 | FALSE |
37 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | COG4 | 0.10 | 0.07 | enet | 7 | 0.08 | 1.9e-09 | -5.8 | 5.7 | 1.3e-08 | 0.24 | 0.02 | 0.98 | TRUE |
38 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | IL34 | 0.05 | 0.01 | blup | 46 | 0.01 | 2.3e-02 | -4.9 | -5.8 | 7.3e-09 | -0.08 | 0.00 | 0.81 | FALSE |
39 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | COG4 | 0.15 | 0.10 | lasso | 5 | 0.11 | 1.4e-12 | -5.9 | 5.3 | 9.3e-08 | 0.19 | 0.01 | 0.99 | FALSE |
40 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | COG4 | 0.10 | 0.07 | blup | 31 | 0.08 | 3.8e-05 | -5.7 | 5.1 | 3.1e-07 | 0.16 | 0.02 | 0.96 | FALSE |
41 | The Cancer Genome Atlas | Brain Lower Grade Glioma | COG4 | 0.08 | 0.08 | lasso | 3 | 0.09 | 1.0e-10 | -5.2 | 6.0 | 2.3e-09 | 0.25 | 0.03 | 0.97 | TRUE |
42 | The Cancer Genome Atlas | Lung Adenocarcinoma | CLEC18C | 0.06 | 0.02 | lasso | 2 | 0.02 | 6.6e-04 | -6.1 | 5.9 | 3.0e-09 | 0.32 | 0.33 | 0.20 | FALSE |
43 | The Cancer Genome Atlas | Lung Adenocarcinoma | COG4 | 0.03 | 0.00 | blup | 30 | 0.01 | 9.7e-03 | -5.7 | 5.8 | 9.1e-09 | 0.23 | 0.01 | 0.84 | FALSE |
44 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | COG4 | 0.04 | 0.03 | blup | 30 | 0.03 | 5.0e-04 | -5.5 | 5.7 | 1.5e-08 | 0.17 | 0.02 | 0.97 | FALSE |
45 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | COG4 | 0.04 | 0.04 | enet | 4 | 0.04 | 5.6e-04 | -5.7 | 5.8 | 7.5e-09 | 0.19 | 0.02 | 0.84 | FALSE |
46 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | PDXDC2 | 0.09 | 0.01 | blup | 26 | 0.06 | 4.7e-05 | 4.2 | 5.6 | 1.8e-08 | 0.47 | 0.12 | 0.16 | FALSE |
47 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | NOB1 | 0.13 | 0.01 | blup | 35 | 0.03 | 1.8e-02 | -1.4 | -5.6 | 2.0e-08 | -0.55 | 0.01 | 0.31 | FALSE |
48 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | COG4 | 0.11 | 0.04 | lasso | 3 | 0.06 | 2.3e-03 | -5.9 | 6.0 | 2.0e-09 | 0.25 | 0.01 | 0.96 | FALSE |
49 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | PHLPP2 | 0.11 | 0.02 | lasso | 4 | 0.01 | 9.4e-02 | 5.1 | 5.1 | 2.8e-07 | 0.02 | 0.01 | 0.56 | FALSE |
50 | The Cancer Genome Atlas | Rectum Adenocarcinoma | CLEC18A | 0.15 | 0.03 | blup | 23 | 0.09 | 4.3e-03 | 4.1 | 5.3 | 1.3e-07 | 0.63 | 0.01 | 0.21 | FALSE |
51 | The Cancer Genome Atlas | Soft Tissue Sarcoma | PDXDC2 | 0.05 | 0.01 | blup | 26 | 0.03 | 9.5e-03 | 4.1 | 6.3 | 3.8e-10 | 0.55 | 0.01 | 0.72 | FALSE |
52 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | CLEC18A | 0.17 | 0.09 | enet | 8 | 0.11 | 8.5e-04 | 4.1 | 5.6 | 1.8e-08 | 0.63 | 0.05 | 0.14 | FALSE |
53 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | COG4 | 0.26 | -0.01 | blup | 30 | 0.02 | 1.1e-01 | -5.5 | 5.4 | 8.0e-08 | 0.25 | 0.01 | 0.58 | TRUE |
54 | The Cancer Genome Atlas | Stomach Adenocarcinoma | COG4 | 0.06 | 0.08 | blup | 30 | 0.08 | 1.5e-06 | -5.8 | 5.8 | 7.7e-09 | 0.17 | 0.01 | 0.99 | FALSE |
55 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | CLEC18A | 0.20 | 0.09 | lasso | 5 | 0.08 | 8.8e-04 | 6.9 | 7.0 | 3.2e-12 | 0.70 | 0.07 | 0.09 | FALSE |
56 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | COG4 | 0.11 | 0.08 | blup | 30 | 0.08 | 9.2e-04 | -5.6 | 5.7 | 1.4e-08 | 0.13 | 0.02 | 0.86 | FALSE |