Best TWAS P=2.11e-23 · Best GWAS P=5.19e-58 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 | IQGAP1 | 0.19 | 0.21 | lasso | 5 | 0.20 | 1.7e-24 | 5.87 | 5.8 | 5.8e-09 | 0.03 | 0.73 | 0.27 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | ZNF774 | 0.20 | 0.08 | lasso | 7 | 0.14 | 1.8e-16 | 5.37 | -5.2 | 2.6e-07 | -0.01 | 0.49 | 0.51 | TRUE |
3 | GTEx | Artery Aorta | MFGE8 | 0.34 | 0.07 | lasso | 8 | 0.11 | 1.7e-06 | -1.73 | 5.8 | 5.6e-09 | -0.05 | 0.85 | 0.08 | TRUE |
4 | GTEx | Artery Aorta | ZNF774 | 0.22 | 0.24 | enet | 16 | 0.23 | 7.6e-13 | 5.37 | 5.5 | 4.5e-08 | 0.06 | 0.22 | 0.78 | FALSE |
5 | GTEx | Brain Cortex | HAPLN3 | 0.40 | -0.01 | lasso | 5 | -0.01 | 6.0e-01 | -3.33 | -7.0 | 3.7e-12 | -0.04 | 0.04 | 0.15 | TRUE |
6 | GTEx | Cells Transformed fibroblasts | IQGAP1 | 0.13 | 0.06 | enet | 19 | 0.11 | 9.2e-09 | 4.88 | 6.3 | 2.3e-10 | 0.05 | 0.04 | 0.94 | FALSE |
7 | GTEx | Esophagus Gastroesophageal Junction | ZNF774 | 0.16 | 0.16 | lasso | 2 | 0.11 | 7.8e-05 | 6.35 | 6.5 | 6.1e-11 | 0.05 | 0.02 | 0.96 | TRUE |
8 | GTEx | Esophagus Mucosa | CRTC3 | 0.08 | 0.07 | enet | 7 | 0.04 | 6.1e-04 | 6.15 | -6.2 | 6.3e-10 | -0.04 | 0.04 | 0.96 | FALSE |
9 | GTEx | Esophagus Muscularis | ZNF774 | 0.18 | 0.19 | lasso | 5 | 0.18 | 4.1e-11 | 5.24 | -5.2 | 2.1e-07 | -0.06 | 0.49 | 0.51 | FALSE |
10 | GTEx | Lung | ZNF774 | 0.06 | 0.09 | enet | 6 | 0.03 | 1.5e-03 | 6.35 | 5.8 | 8.9e-09 | 0.04 | 0.04 | 0.96 | TRUE |
11 | GTEx | Skin Sun Exposed Lower leg | CRTC3 | 0.10 | 0.08 | lasso | 3 | 0.05 | 7.5e-05 | 6.58 | -6.9 | 4.0e-12 | -0.07 | 0.02 | 0.98 | TRUE |
12 | GTEx | Stomach | IQGAP1 | 0.21 | 0.14 | enet | 17 | 0.18 | 8.3e-09 | 5.36 | 5.6 | 2.1e-08 | 0.04 | 0.07 | 0.93 | FALSE |
13 | GTEx | Testis | FANCI | 0.19 | 0.04 | enet | 21 | 0.09 | 1.3e-04 | -3.39 | -5.6 | 2.0e-08 | -0.08 | 0.20 | 0.05 | FALSE |
14 | GTEx | Testis | ZNF774 | 0.13 | 0.09 | lasso | 4 | 0.08 | 1.5e-04 | 5.36 | -5.8 | 8.7e-09 | -0.03 | 0.23 | 0.47 | FALSE |
15 | GTEx | Whole Blood | MFGE8 | 0.12 | 0.14 | lasso | 4 | 0.13 | 9.3e-12 | -5.54 | -5.6 | 2.1e-08 | -0.01 | 1.00 | 0.00 | FALSE |
16 | METSIM | Adipose | IQGAP1 | 0.11 | 0.08 | enet | 32 | 0.12 | 3.9e-17 | 6.65 | 6.6 | 5.0e-11 | 0.04 | 0.02 | 0.98 | FALSE |
17 | METSIM | Adipose | POLG | 0.04 | 0.02 | blup | 469 | 0.03 | 4.9e-05 | -3.44 | -6.2 | 5.7e-10 | -0.08 | 0.96 | 0.00 | TRUE |
18 | NTR | Blood | IQGAP1 | 0.03 | 0.04 | enet | 10 | 0.04 | 1.5e-12 | 6.61 | 6.6 | 3.7e-11 | 0.06 | 0.02 | 0.98 | TRUE |
19 | YFS | Blood | CRTC3 | 0.02 | 0.01 | blup | 503 | 0.01 | 4.2e-05 | 6.72 | -6.0 | 1.7e-09 | -0.06 | 0.02 | 0.98 | FALSE |
20 | YFS | Blood | FURIN | 0.11 | 0.03 | enet | 37 | 0.06 | 8.3e-19 | 3.63 | 5.8 | 5.5e-09 | 0.08 | 1.00 | 0.00 | TRUE |
21 | YFS | Blood | IQGAP1 | 0.18 | 0.17 | enet | 46 | 0.20 | 5.8e-65 | 5.66 | 6.8 | 8.6e-12 | 0.06 | 0.86 | 0.14 | TRUE |
22 | YFS | Blood | MRPS11 | 0.03 | 0.00 | bslmm | 436 | 0.01 | 9.6e-05 | 0.35 | -5.3 | 1.1e-07 | 0.07 | 0.13 | 0.05 | FALSE |
23 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | IQGAP1 | 0.04 | 0.03 | lasso | 4 | 0.02 | 6.5e-03 | 6.61 | 6.3 | 2.4e-10 | 0.06 | 0.01 | 0.89 | FALSE |
24 | The Cancer Genome Atlas | Breast Invasive Carcinoma | IQGAP1 | 0.03 | 0.02 | blup | 94 | 0.02 | 6.5e-05 | 5.44 | 5.8 | 6.6e-09 | 0.03 | 0.10 | 0.88 | TRUE |
25 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | IQGAP1 | 0.15 | 0.09 | lasso | 4 | 0.12 | 1.9e-06 | 6.42 | 6.0 | 2.1e-09 | 0.07 | 0.01 | 0.98 | FALSE |
26 | The Cancer Genome Atlas | Colon Adenocarcinoma | HAPLN3 | 0.14 | 0.04 | lasso | 4 | 0.08 | 1.7e-05 | 0.79 | -9.9 | 5.5e-23 | 0.43 | 0.05 | 0.58 | TRUE |
27 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | IQGAP1 | 0.15 | 0.05 | enet | 10 | 0.08 | 2.5e-09 | 5.87 | 6.9 | 7.0e-12 | 0.07 | 0.03 | 0.97 | TRUE |
28 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ZNF774 | 0.04 | 0.02 | blup | 57 | 0.02 | 1.2e-03 | 3.76 | -5.3 | 1.2e-07 | -0.04 | 0.03 | 0.82 | FALSE |
29 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | IQGAP1 | 0.07 | 0.06 | blup | 94 | 0.07 | 9.5e-09 | 6.62 | 6.0 | 2.1e-09 | 0.04 | 0.02 | 0.98 | FALSE |
30 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ZNF774 | 0.04 | 0.00 | enet | 7 | 0.01 | 5.1e-02 | 6.35 | 5.5 | 3.4e-08 | 0.06 | 0.01 | 0.90 | FALSE |
31 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | IQGAP1 | 0.06 | 0.05 | blup | 94 | 0.04 | 2.6e-03 | 3.96 | 5.5 | 3.6e-08 | 0.03 | 0.10 | 0.63 | FALSE |
32 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CRTC3 | 0.03 | 0.01 | blup | 78 | 0.01 | 4.2e-02 | 3.81 | -5.2 | 1.8e-07 | -0.04 | 0.02 | 0.59 | FALSE |
33 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ZNF774 | 0.06 | 0.06 | lasso | 3 | 0.04 | 1.2e-05 | 6.35 | -6.3 | 2.2e-10 | -0.05 | 0.00 | 1.00 | FALSE |
34 | The Cancer Genome Atlas | Lung Adenocarcinoma | IQGAP1 | 0.06 | 0.04 | blup | 94 | 0.03 | 5.8e-05 | 5.51 | 6.6 | 3.2e-11 | 0.07 | 0.08 | 0.91 | TRUE |
35 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | IQGAP1 | 0.02 | 0.02 | blup | 94 | 0.02 | 6.2e-03 | 5.61 | 5.2 | 2.0e-07 | 0.03 | 0.08 | 0.38 | FALSE |
36 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | MFGE8 | 0.18 | 0.01 | lasso | 4 | 0.04 | 9.9e-03 | 7.32 | -10.0 | 2.1e-23 | -0.01 | 0.04 | 0.04 | TRUE |
37 | The Cancer Genome Atlas | Prostate Adenocarcinoma | IQGAP1 | 0.11 | 0.03 | enet | 8 | 0.06 | 1.4e-06 | 5.87 | 6.3 | 2.2e-10 | 0.10 | 0.07 | 0.92 | FALSE |
38 | The Cancer Genome Atlas | Stomach Adenocarcinoma | IQGAP1 | 0.12 | 0.07 | lasso | 4 | 0.07 | 1.4e-05 | 6.65 | 6.5 | 1.1e-10 | 0.04 | 0.01 | 0.99 | FALSE |
39 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | IQGAP1 | 0.14 | 0.07 | lasso | 2 | 0.08 | 8.5e-04 | 4.78 | 5.2 | 2.3e-07 | 0.05 | 0.03 | 0.79 | FALSE |
40 | The Cancer Genome Atlas | Thyroid Carcinoma | IQGAP1 | 0.06 | 0.04 | blup | 95 | 0.08 | 3.0e-08 | 5.36 | 5.5 | 2.8e-08 | 0.04 | 0.04 | 0.96 | FALSE |