Best TWAS P=1.13e-22 · Best GWAS P=1.15e-19 conditioned to 0.00411
# | 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 | IQGAP1 | 0.19 | 0.21 | lasso | 5 | 0.20 | 1.7e-24 | -8.3 | -8.2 | 3.1e-16 | 0.94 | 0.01 | 0.99 | FALSE |
2 | GTEx | Adipose Subcutaneous | ZNF774 | 0.10 | 0.01 | lasso | 6 | 0.02 | 1.3e-02 | -5.3 | -5.4 | 6.3e-08 | 0.58 | 0.34 | 0.50 | FALSE |
3 | GTEx | Artery Aorta | IQGAP1 | 0.44 | 0.51 | enet | 27 | 0.51 | 5.3e-32 | -5.5 | -6.4 | 1.8e-10 | 0.69 | 1.00 | 0.00 | FALSE |
4 | GTEx | Artery Aorta | ZNF774 | 0.22 | 0.24 | enet | 16 | 0.23 | 7.6e-13 | -6.3 | -7.1 | 1.5e-12 | 0.78 | 0.90 | 0.10 | FALSE |
5 | GTEx | Artery Coronary | IQGAP1 | 0.33 | 0.42 | enet | 19 | 0.44 | 2.6e-16 | -5.5 | -5.8 | 9.0e-09 | 0.61 | 1.00 | 0.00 | FALSE |
6 | GTEx | Cells Transformed fibroblasts | IQGAP1 | 0.13 | 0.06 | enet | 19 | 0.11 | 9.2e-09 | -3.4 | -8.0 | 1.0e-15 | 0.55 | 0.38 | 0.44 | FALSE |
7 | GTEx | Colon Sigmoid | IQGAP1 | 0.18 | 0.16 | lasso | 7 | 0.15 | 6.6e-06 | -5.6 | -5.6 | 1.7e-08 | 0.63 | 0.76 | 0.20 | FALSE |
8 | GTEx | Colon Transverse | IQGAP1 | 0.23 | 0.15 | lasso | 2 | 0.10 | 1.4e-05 | -5.5 | -5.7 | 1.4e-08 | 0.63 | 0.73 | 0.19 | FALSE |
9 | GTEx | Colon Transverse | ZNF774 | 0.24 | 0.09 | lasso | 4 | 0.08 | 1.5e-04 | -4.7 | -5.4 | 6.4e-08 | 0.36 | 0.44 | 0.15 | FALSE |
10 | GTEx | Esophagus Gastroesophageal Junction | IQGAP1 | 0.11 | 0.15 | lasso | 3 | 0.14 | 7.9e-06 | -5.6 | -5.6 | 1.7e-08 | 0.64 | 0.55 | 0.25 | FALSE |
11 | GTEx | Esophagus Gastroesophageal Junction | ZNF774 | 0.16 | 0.16 | lasso | 2 | 0.11 | 7.8e-05 | -6.9 | -7.2 | 8.7e-13 | 0.75 | 0.37 | 0.26 | FALSE |
12 | GTEx | Esophagus Mucosa | IQGAP1 | 0.26 | 0.19 | enet | 39 | 0.21 | 2.3e-14 | -8.8 | -8.0 | 1.6e-15 | 0.73 | 0.02 | 0.98 | FALSE |
13 | GTEx | Esophagus Mucosa | CRTC3 | 0.08 | 0.07 | enet | 7 | 0.04 | 6.1e-04 | -6.8 | 7.2 | 8.1e-13 | -0.81 | 0.26 | 0.69 | FALSE |
14 | GTEx | Esophagus Muscularis | IQGAP1 | 0.24 | 0.14 | enet | 18 | 0.14 | 5.7e-09 | -5.5 | -6.6 | 4.1e-11 | 0.69 | 0.38 | 0.62 | FALSE |
15 | GTEx | Esophagus Muscularis | ZNF774 | 0.18 | 0.19 | lasso | 5 | 0.18 | 4.1e-11 | -6.2 | 6.5 | 9.4e-11 | -0.74 | 1.00 | 0.00 | FALSE |
16 | GTEx | Lung | ZNF774 | 0.06 | 0.09 | enet | 6 | 0.03 | 1.5e-03 | -6.9 | -5.5 | 4.0e-08 | 0.57 | 0.79 | 0.03 | FALSE |
17 | GTEx | Ovary | IQGAP1 | 0.43 | 0.53 | lasso | 3 | 0.53 | 2.3e-15 | -5.5 | -5.6 | 2.7e-08 | 0.64 | 0.96 | 0.04 | FALSE |
18 | GTEx | Pituitary | IQGAP1 | 0.60 | 0.45 | enet | 26 | 0.52 | 3.7e-15 | -5.5 | -6.4 | 1.8e-10 | 0.67 | 0.94 | 0.06 | FALSE |
19 | GTEx | Skin Sun Exposed Lower leg | CRTC3 | 0.10 | 0.08 | lasso | 3 | 0.05 | 7.5e-05 | -7.3 | 6.6 | 3.3e-11 | -0.73 | 0.51 | 0.47 | FALSE |
20 | GTEx | Small Intestine Terminal Ileum | IQGAP1 | 0.27 | 0.26 | lasso | 4 | 0.20 | 2.7e-05 | -5.5 | -5.5 | 4.0e-08 | 0.64 | 0.12 | 0.65 | FALSE |
21 | GTEx | Stomach | IQGAP1 | 0.21 | 0.14 | enet | 17 | 0.18 | 8.3e-09 | -8.8 | -7.5 | 5.7e-14 | 0.86 | 0.03 | 0.97 | FALSE |
22 | GTEx | Testis | IQGAP1 | 0.25 | 0.37 | lasso | 4 | 0.36 | 1.2e-16 | -5.6 | -5.5 | 3.9e-08 | 0.63 | 1.00 | 0.00 | FALSE |
23 | GTEx | Testis | ZNF774 | 0.13 | 0.09 | lasso | 4 | 0.08 | 1.5e-04 | -8.8 | 8.7 | 4.4e-18 | -0.99 | 0.00 | 0.99 | FALSE |
24 | GTEx | Thyroid | ZNF774 | 0.09 | 0.06 | enet | 9 | 0.05 | 6.0e-05 | -6.3 | -6.0 | 1.5e-09 | 0.65 | 0.36 | 0.07 | FALSE |
25 | GTEx | Thyroid | RP11-617F23.1 | 0.11 | 0.01 | lasso | 4 | 0.04 | 1.0e-03 | -5.9 | -6.0 | 2.0e-09 | 0.53 | 0.24 | 0.24 | FALSE |
26 | GTEx | Uterus | IQGAP1 | 0.29 | 0.16 | lasso | 5 | 0.13 | 1.3e-03 | -5.5 | -5.5 | 2.8e-08 | 0.64 | 0.08 | 0.71 | FALSE |
27 | GTEx | Vagina | IQGAP1 | 0.32 | 0.11 | lasso | 6 | 0.17 | 1.3e-04 | -8.8 | -8.1 | 6.7e-16 | 0.85 | 0.02 | 0.93 | FALSE |
28 | METSIM | Adipose | IQGAP1 | 0.11 | 0.08 | enet | 32 | 0.12 | 3.9e-17 | -7.3 | -9.4 | 5.6e-21 | 0.86 | 0.08 | 0.92 | FALSE |
29 | NTR | Blood | IQGAP1 | 0.03 | 0.04 | enet | 10 | 0.04 | 1.5e-12 | -7.1 | -7.0 | 2.0e-12 | 0.70 | 1.00 | 0.00 | FALSE |
30 | YFS | Blood | CRTC3 | 0.02 | 0.01 | blup | 503 | 0.01 | 4.2e-05 | -7.3 | 6.9 | 6.3e-12 | -0.75 | 0.46 | 0.54 | FALSE |
31 | YFS | Blood | IQGAP1 | 0.18 | 0.17 | enet | 46 | 0.20 | 5.8e-65 | -9.0 | -9.5 | 2.8e-21 | 0.91 | 0.00 | 1.00 | FALSE |
32 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | IQGAP1 | 0.04 | 0.03 | lasso | 4 | 0.02 | 6.5e-03 | -7.1 | -5.7 | 9.8e-09 | 0.62 | 0.12 | 0.13 | FALSE |
33 | The Cancer Genome Atlas | Breast Invasive Carcinoma | IQGAP1 | 0.03 | 0.02 | blup | 94 | 0.02 | 6.5e-05 | -8.9 | -9.2 | 4.8e-20 | 0.92 | 0.01 | 0.99 | FALSE |
34 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | IQGAP1 | 0.15 | 0.09 | lasso | 4 | 0.12 | 1.9e-06 | -7.4 | -7.8 | 4.8e-15 | 0.81 | 0.12 | 0.86 | FALSE |
35 | The Cancer Genome Atlas | Glioblastoma Multiforme | IQGAP1 | 0.10 | -0.01 | blup | 95 | 0.02 | 1.0e-01 | -5.3 | -5.5 | 4.3e-08 | 0.64 | 0.08 | 0.22 | FALSE |
36 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | IQGAP1 | 0.15 | 0.05 | enet | 10 | 0.08 | 2.5e-09 | -8.3 | -8.6 | 1.2e-17 | 0.88 | 0.01 | 0.99 | FALSE |
37 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | IQGAP1 | 0.07 | 0.06 | blup | 94 | 0.07 | 9.5e-09 | -7.3 | -6.6 | 3.6e-11 | 0.70 | 0.97 | 0.03 | FALSE |
38 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ZNF774 | 0.04 | 0.00 | enet | 7 | 0.01 | 5.1e-02 | -6.9 | -5.2 | 1.9e-07 | 0.75 | 0.01 | 0.78 | TRUE |
39 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | IQGAP1 | 0.06 | 0.05 | blup | 94 | 0.04 | 2.6e-03 | -5.3 | -6.6 | 4.0e-11 | 0.71 | 0.12 | 0.54 | FALSE |
40 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CRTC3 | 0.03 | 0.01 | blup | 78 | 0.01 | 4.2e-02 | -3.5 | 5.3 | 1.0e-07 | -0.44 | 0.05 | 0.04 | FALSE |
41 | The Cancer Genome Atlas | Brain Lower Grade Glioma | IQGAP1 | 0.05 | 0.04 | enet | 12 | 0.03 | 1.1e-04 | -5.2 | -7.3 | 2.9e-13 | 0.54 | 0.51 | 0.28 | FALSE |
42 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ZNF774 | 0.06 | 0.06 | lasso | 3 | 0.04 | 1.2e-05 | -6.9 | 7.2 | 5.8e-13 | -0.77 | 0.07 | 0.92 | FALSE |
43 | The Cancer Genome Atlas | Lung Adenocarcinoma | IQGAP1 | 0.06 | 0.04 | blup | 94 | 0.03 | 5.8e-05 | -6.5 | -6.2 | 5.2e-10 | 0.63 | 0.82 | 0.10 | FALSE |
44 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | IQGAP1 | 0.02 | 0.02 | blup | 94 | 0.02 | 6.2e-03 | -8.9 | -8.7 | 3.9e-18 | 0.92 | 0.02 | 0.87 | FALSE |
45 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | IQGAP1 | 0.40 | 0.06 | enet | 13 | 0.07 | 9.0e-04 | -6.2 | -5.8 | 7.3e-09 | 0.49 | 0.21 | 0.24 | FALSE |
46 | The Cancer Genome Atlas | Prostate Adenocarcinoma | IQGAP1 | 0.11 | 0.03 | enet | 8 | 0.06 | 1.4e-06 | -8.3 | -9.8 | 1.1e-22 | 0.83 | 0.01 | 0.98 | TRUE |
47 | The Cancer Genome Atlas | Stomach Adenocarcinoma | IQGAP1 | 0.12 | 0.07 | lasso | 4 | 0.07 | 1.4e-05 | -7.3 | -7.0 | 2.1e-12 | 0.77 | 0.48 | 0.49 | FALSE |
48 | The Cancer Genome Atlas | Thyroid Carcinoma | IQGAP1 | 0.06 | 0.04 | blup | 95 | 0.08 | 3.0e-08 | -8.8 | -7.9 | 2.3e-15 | 0.85 | 0.04 | 0.96 | FALSE |