Best TWAS P=4.27e-17 · Best GWAS P=2.12e-16 conditioned to 1
# | 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 | GCC2 | 0.12 | 0.17 | enet | 30 | 0.18 | 5.1e-21 | -6.2 | -6.7 | 2.4e-11 | -0.82 | 0.99 | 0.01 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | RANBP2 | 0.04 | 0.01 | blup | 395 | 0.03 | 4.2e-04 | 7.1 | -7.3 | 3.2e-13 | -0.85 | 0.04 | 0.88 | FALSE |
3 | GTEx | Adipose Subcutaneous | GCC2 | 0.36 | 0.46 | enet | 23 | 0.45 | 5.8e-40 | 7.8 | -8.0 | 1.5e-15 | -0.99 | 0.02 | 0.98 | FALSE |
4 | GTEx | Adipose Visceral Omentum | GCC2 | 0.25 | 0.27 | lasso | 11 | 0.22 | 9.8e-12 | 8.1 | -7.9 | 2.7e-15 | -0.99 | 0.01 | 0.99 | FALSE |
5 | GTEx | Artery Aorta | GCC2 | 0.09 | 0.03 | lasso | 11 | 0.02 | 3.3e-02 | 7.8 | -8.4 | 4.3e-17 | -0.97 | 0.02 | 0.94 | TRUE |
6 | GTEx | Artery Aorta | LIMS1 | 0.17 | 0.11 | lasso | 4 | 0.10 | 5.0e-06 | 8.2 | -8.3 | 1.5e-16 | -0.98 | 0.01 | 0.98 | FALSE |
7 | GTEx | Artery Coronary | GCC2 | 0.31 | 0.26 | lasso | 4 | 0.18 | 8.8e-07 | 7.8 | -8.0 | 1.3e-15 | -0.97 | 0.02 | 0.98 | FALSE |
8 | GTEx | Artery Tibial | GCC2 | 0.21 | 0.16 | lasso | 4 | 0.18 | 5.7e-14 | 7.8 | -8.2 | 1.9e-16 | -0.95 | 0.03 | 0.97 | FALSE |
9 | GTEx | Artery Tibial | AC012487.2 | 0.06 | 0.03 | enet | 21 | 0.01 | 2.5e-02 | -5.6 | -5.4 | 8.5e-08 | -0.62 | 0.11 | 0.54 | FALSE |
10 | GTEx | Brain Cerebellar Hemisphere | GCC2 | 0.22 | -0.01 | lasso | 7 | -0.01 | 8.2e-01 | -6.3 | 7.2 | 8.1e-13 | 0.89 | 0.11 | 0.16 | FALSE |
11 | GTEx | Brain Cerebellum | GCC2 | 0.17 | 0.10 | enet | 16 | 0.08 | 2.4e-03 | -5.6 | -6.2 | 5.7e-10 | -0.67 | 0.28 | 0.35 | FALSE |
12 | GTEx | Brain Cortex | CCDC138 | 0.16 | -0.01 | lasso | 3 | 0.00 | 3.4e-01 | 3.9 | -6.0 | 2.1e-09 | -0.63 | 0.05 | 0.54 | FALSE |
13 | GTEx | Breast Mammary Tissue | GCC2 | 0.31 | 0.32 | lasso | 8 | 0.31 | 1.6e-16 | 8.1 | -8.1 | 5.4e-16 | -1.00 | 0.01 | 0.99 | FALSE |
14 | GTEx | Breast Mammary Tissue (Male) | GCC2 | 0.37 | 0.22 | lasso | 9 | 0.16 | 1.8e-04 | 7.5 | -7.5 | 4.9e-14 | -0.91 | 0.02 | 0.95 | FALSE |
15 | GTEx | Breast Mammary Tissue (Female) | GCC2 | 0.28 | 0.31 | lasso | 10 | 0.28 | 6.4e-09 | 8.1 | -8.1 | 8.0e-16 | -0.99 | 0.02 | 0.98 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | GCC2 | 0.19 | 0.16 | enet | 14 | 0.18 | 3.4e-13 | 8.1 | -8.0 | 8.9e-16 | -0.99 | 0.02 | 0.98 | FALSE |
17 | GTEx | Colon Sigmoid | GCC2 | 0.17 | 0.10 | lasso | 3 | 0.09 | 3.7e-04 | 8.2 | -7.8 | 6.2e-15 | -0.97 | 0.02 | 0.95 | FALSE |
18 | GTEx | Esophagus Gastroesophageal Junction | GCC2 | 0.16 | 0.14 | lasso | 9 | 0.12 | 5.8e-05 | 8.1 | -7.8 | 4.8e-15 | -0.98 | 0.02 | 0.98 | FALSE |
19 | GTEx | Esophagus Gastroesophageal Junction | AC012487.2 | 0.14 | 0.01 | enet | 14 | 0.07 | 1.7e-03 | -6.4 | -5.6 | 1.9e-08 | -0.55 | 0.04 | 0.67 | FALSE |
20 | GTEx | Esophagus Mucosa | GCC2 | 0.24 | 0.28 | enet | 22 | 0.28 | 3.0e-19 | 8.2 | -8.0 | 1.9e-15 | -0.97 | 0.01 | 0.99 | FALSE |
21 | GTEx | Esophagus Muscularis | GCC2 | 0.18 | 0.18 | lasso | 3 | 0.20 | 3.8e-12 | 7.8 | -7.9 | 3.1e-15 | -0.96 | 0.02 | 0.98 | FALSE |
22 | GTEx | Esophagus Muscularis | LIMS1 | 0.10 | 0.00 | lasso | 3 | 0.00 | 2.4e-01 | -5.5 | -5.5 | 3.8e-08 | -0.61 | 0.08 | 0.73 | FALSE |
23 | GTEx | Heart Atrial Appendage | GCC2 | 0.14 | 0.14 | lasso | 1 | 0.11 | 1.5e-05 | 7.8 | -7.8 | 5.6e-15 | -0.99 | 0.02 | 0.97 | FALSE |
24 | GTEx | Heart Left Ventricle | GCC2 | 0.11 | 0.09 | lasso | 4 | 0.08 | 7.2e-05 | 8.1 | -7.4 | 1.9e-13 | -0.94 | 0.02 | 0.96 | FALSE |
25 | GTEx | Lung | GCC2 | 0.21 | 0.29 | lasso | 3 | 0.29 | 3.7e-22 | 8.2 | -8.0 | 9.7e-16 | -0.99 | 0.02 | 0.98 | FALSE |
26 | GTEx | Muscle Skeletal | GCC2 | 0.05 | 0.04 | lasso | 9 | 0.03 | 1.2e-03 | 7.8 | -8.0 | 1.8e-15 | -0.97 | 0.02 | 0.97 | FALSE |
27 | GTEx | Nerve Tibial | GCC2 | 0.27 | 0.28 | lasso | 10 | 0.27 | 2.8e-19 | 7.5 | -7.6 | 3.4e-14 | -0.91 | 0.16 | 0.84 | FALSE |
28 | GTEx | Pancreas | GCC2 | 0.29 | 0.17 | lasso | 9 | 0.19 | 2.2e-08 | 8.1 | -7.8 | 8.0e-15 | -0.97 | 0.02 | 0.98 | FALSE |
29 | GTEx | Prostate | GCC2 | 0.27 | -0.01 | lasso | 12 | -0.01 | 7.0e-01 | 8.1 | -6.7 | 1.8e-11 | -0.86 | 0.03 | 0.58 | FALSE |
30 | GTEx | Skin Not Sun Exposed Suprapubic | GCC2 | 0.21 | 0.30 | lasso | 4 | 0.28 | 8.8e-16 | 7.8 | -7.5 | 6.7e-14 | -0.98 | 0.02 | 0.98 | FALSE |
31 | GTEx | Skin Sun Exposed Lower leg | GCC2 | 0.30 | 0.29 | lasso | 10 | 0.32 | 3.2e-27 | 7.8 | -7.8 | 5.3e-15 | -0.98 | 0.02 | 0.98 | FALSE |
32 | GTEx | Spleen | GCC2 | 0.41 | 0.33 | lasso | 7 | 0.31 | 9.9e-09 | 8.1 | -8.1 | 4.4e-16 | -1.00 | 0.01 | 0.98 | FALSE |
33 | GTEx | Stomach | GCC2 | 0.17 | 0.21 | lasso | 11 | 0.22 | 5.6e-11 | 8.1 | -8.1 | 5.1e-16 | -0.98 | 0.01 | 0.99 | FALSE |
34 | GTEx | Stomach | AC012487.2 | 0.08 | 0.02 | enet | 19 | 0.05 | 2.2e-03 | 8.2 | -7.5 | 6.0e-14 | -0.89 | 0.02 | 0.96 | FALSE |
35 | GTEx | Thyroid | GCC2 | 0.24 | 0.19 | enet | 27 | 0.19 | 3.1e-14 | 8.1 | -7.8 | 9.3e-15 | -0.96 | 0.01 | 0.99 | FALSE |
36 | GTEx | Uterus | GCC2 | 0.37 | 0.06 | lasso | 5 | 0.10 | 4.4e-03 | 7.8 | -5.3 | 1.4e-07 | -0.79 | 0.02 | 0.79 | FALSE |
37 | GTEx | Whole Blood | GCC2 | 0.08 | 0.09 | enet | 17 | 0.09 | 1.3e-08 | 7.8 | -7.8 | 6.0e-15 | -0.97 | 0.02 | 0.98 | FALSE |
38 | METSIM | Adipose | GCC2 | 0.15 | 0.17 | bslmm | 384 | 0.17 | 9.6e-25 | 7.8 | -6.9 | 4.5e-12 | -0.95 | 0.02 | 0.98 | FALSE |
39 | NTR | Blood | GCC2 | 0.03 | 0.04 | lasso | 2 | 0.03 | 2.0e-10 | 7.5 | -7.5 | 6.2e-14 | -0.91 | 0.04 | 0.96 | FALSE |
40 | YFS | Blood | GCC2 | 0.05 | 0.05 | enet | 19 | 0.05 | 8.7e-16 | 8.1 | -8.3 | 1.4e-16 | -0.98 | 0.01 | 0.99 | FALSE |
41 | The Cancer Genome Atlas | Breast Invasive Carcinoma | GCC2 | 0.05 | 0.03 | enet | 19 | 0.04 | 5.5e-08 | 7.5 | -6.2 | 4.2e-10 | -0.78 | 0.02 | 0.98 | FALSE |
42 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | GCC2 | 0.03 | 0.02 | blup | 43 | 0.02 | 1.2e-03 | 8.1 | -8.0 | 1.1e-15 | -0.94 | 0.01 | 0.93 | FALSE |
43 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | LIMS1 | 0.02 | 0.01 | blup | 54 | 0.02 | 4.1e-03 | 8.2 | 7.7 | 1.4e-14 | 0.93 | 0.02 | 0.85 | FALSE |
44 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GCC2 | 0.07 | 0.04 | enet | 9 | 0.08 | 2.8e-09 | 8.1 | -7.2 | 7.4e-13 | -0.84 | 0.00 | 1.00 | FALSE |
45 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | GCC2 | 0.05 | 0.01 | blup | 43 | 0.03 | 2.8e-03 | -2.6 | -6.3 | 2.5e-10 | -0.76 | 0.02 | 0.36 | FALSE |
46 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GCC2 | 0.07 | 0.04 | blup | 43 | 0.07 | 8.3e-08 | 7.8 | -6.7 | 1.9e-11 | -0.85 | 0.01 | 0.99 | FALSE |
47 | The Cancer Genome Atlas | Prostate Adenocarcinoma | LIMS1 | 0.03 | 0.01 | blup | 54 | 0.03 | 4.4e-04 | -5.9 | -7.1 | 1.4e-12 | -0.89 | 0.04 | 0.87 | FALSE |
48 | The Cancer Genome Atlas | Thyroid Carcinoma | GCC2 | 0.19 | 0.20 | blup | 43 | 0.22 | 9.5e-21 | 7.8 | -7.6 | 3.6e-14 | -0.91 | 0.01 | 0.99 | FALSE |
49 | The Cancer Genome Atlas | Thyroid Carcinoma | LIMS1 | 0.07 | 0.04 | blup | 53 | 0.03 | 3.7e-04 | 8.2 | 6.8 | 1.5e-11 | 0.86 | 0.01 | 0.96 | FALSE |