Best TWAS P=2.52e-33 · Best GWAS P=2.35e-30 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 | FCGRT | 0.05 | 0.04 | enet | 14 | 0.04 | 5.0e-06 | 6.98 | -7.9 | 4.0e-15 | -0.58 | 0.66 | 0.25 | FALSE |
2 | GTEx | Adipose Subcutaneous | FCGRT | 0.12 | 0.03 | enet | 18 | 0.04 | 2.2e-04 | 7.06 | -10.4 | 2.0e-25 | -0.58 | 0.29 | 0.25 | FALSE |
3 | GTEx | Adipose Subcutaneous | PRR12 | 0.11 | 0.10 | lasso | 1 | 0.09 | 1.0e-07 | 11.30 | 11.3 | 2.0e-29 | 0.97 | 0.01 | 0.99 | FALSE |
4 | GTEx | Artery Aorta | PRR12 | 0.21 | 0.13 | lasso | 5 | 0.15 | 7.6e-09 | 10.40 | 11.0 | 2.5e-28 | 0.92 | 0.01 | 0.99 | FALSE |
5 | GTEx | Artery Aorta | RPL13A | 0.22 | 0.00 | lasso | 3 | 0.00 | 6.4e-01 | 1.44 | 5.9 | 4.7e-09 | 0.29 | 0.04 | 0.08 | FALSE |
6 | GTEx | Brain Cerebellar Hemisphere | PRR12 | 0.27 | 0.12 | lasso | 5 | 0.10 | 2.0e-03 | 11.30 | 11.0 | 3.4e-28 | 0.93 | 0.02 | 0.82 | TRUE |
7 | GTEx | Brain Cerebellum | PRR12 | 0.36 | 0.33 | lasso | 6 | 0.31 | 6.8e-10 | 11.30 | 11.3 | 2.0e-29 | 0.95 | 0.01 | 0.99 | FALSE |
8 | GTEx | Brain Putamen basal ganglia | CTB-33G10.6 | 0.21 | 0.02 | enet | 7 | -0.01 | 4.5e-01 | 2.58 | 5.2 | 1.8e-07 | 0.34 | 0.04 | 0.19 | TRUE |
9 | GTEx | Breast Mammary Tissue | PRR12 | 0.23 | 0.09 | lasso | 6 | 0.11 | 3.3e-06 | 3.52 | 8.0 | 1.3e-15 | 0.73 | 0.02 | 0.98 | FALSE |
10 | GTEx | Breast Mammary Tissue (Male) | PRR12 | 0.41 | 0.29 | lasso | 5 | 0.24 | 2.5e-06 | 3.52 | 7.6 | 2.7e-14 | 0.69 | 0.02 | 0.91 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | PRR12 | 0.14 | 0.06 | enet | 14 | 0.10 | 4.5e-08 | 11.30 | 8.6 | 8.4e-18 | 0.76 | 0.01 | 0.99 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | RPS11 | 0.08 | 0.10 | lasso | 2 | 0.09 | 2.8e-07 | 6.98 | -7.1 | 1.0e-12 | -0.44 | 0.96 | 0.00 | FALSE |
13 | GTEx | Colon Sigmoid | FCGRT | 0.26 | 0.06 | lasso | 6 | 0.03 | 2.2e-02 | 10.30 | -10.9 | 1.1e-27 | -0.81 | 0.15 | 0.37 | FALSE |
14 | GTEx | Colon Sigmoid | PRR12 | 0.20 | 0.01 | lasso | 8 | 0.00 | 4.9e-01 | 11.40 | 5.6 | 1.9e-08 | 0.69 | 0.03 | 0.52 | FALSE |
15 | GTEx | Colon Transverse | FCGRT | 0.20 | 0.16 | lasso | 4 | 0.16 | 3.7e-08 | 8.15 | -9.3 | 1.6e-20 | -0.49 | 0.97 | 0.02 | FALSE |
16 | GTEx | Colon Transverse | PRR12 | 0.27 | 0.09 | enet | 8 | 0.16 | 4.7e-08 | 3.69 | 8.0 | 1.3e-15 | 0.73 | 0.20 | 0.80 | FALSE |
17 | GTEx | Colon Transverse | RCN3 | 0.18 | 0.10 | lasso | 4 | 0.06 | 6.8e-04 | 8.15 | -8.3 | 7.4e-17 | -0.39 | 0.53 | 0.05 | FALSE |
18 | GTEx | Esophagus Mucosa | PRR12 | 0.23 | 0.11 | lasso | 6 | 0.21 | 3.2e-14 | 3.69 | 8.8 | 1.0e-18 | 0.80 | 0.03 | 0.97 | FALSE |
19 | GTEx | Esophagus Mucosa | RPS11 | 0.14 | 0.08 | lasso | 3 | 0.08 | 7.0e-06 | 6.98 | -6.5 | 7.7e-11 | -0.46 | 0.82 | 0.01 | TRUE |
20 | GTEx | Esophagus Muscularis | PRR12 | 0.19 | 0.16 | lasso | 3 | 0.16 | 6.4e-10 | 11.30 | 11.2 | 4.6e-29 | 0.96 | 0.01 | 0.99 | FALSE |
21 | GTEx | Esophagus Muscularis | CTB-33G10.11 | 0.09 | 0.00 | lasso | 4 | 0.00 | 2.7e-01 | 7.71 | 9.2 | 4.1e-20 | 0.86 | 0.01 | 0.89 | FALSE |
22 | GTEx | Liver | PRRG2 | 0.23 | 0.10 | lasso | 2 | 0.12 | 3.1e-04 | 11.40 | 11.7 | 2.0e-31 | 0.96 | 0.00 | 0.98 | FALSE |
23 | GTEx | Liver | PRR12 | 0.44 | 0.19 | lasso | 7 | 0.16 | 2.8e-05 | 3.69 | 5.5 | 3.2e-08 | 0.51 | 0.20 | 0.71 | TRUE |
24 | GTEx | Lung | PRR12 | 0.13 | 0.11 | lasso | 2 | 0.10 | 5.8e-08 | 11.30 | 11.1 | 2.1e-28 | 0.96 | 0.01 | 0.99 | FALSE |
25 | GTEx | Muscle Skeletal | PIH1D1 | 0.10 | 0.07 | enet | 14 | 0.05 | 8.3e-06 | 2.21 | 5.9 | 3.0e-09 | 0.16 | 0.79 | 0.14 | FALSE |
26 | GTEx | Muscle Skeletal | RPS11 | 0.13 | 0.10 | lasso | 2 | 0.08 | 1.2e-08 | 6.98 | -7.0 | 2.2e-12 | -0.44 | 1.00 | 0.00 | FALSE |
27 | GTEx | Nerve Tibial | FCGRT | 0.17 | 0.17 | enet | 8 | 0.19 | 1.7e-13 | 8.30 | -8.8 | 1.4e-18 | -0.45 | 1.00 | 0.00 | FALSE |
28 | GTEx | Nerve Tibial | PRR12 | 0.20 | 0.18 | lasso | 3 | 0.17 | 7.4e-12 | 11.30 | 11.4 | 5.3e-30 | 0.97 | 0.02 | 0.98 | FALSE |
29 | GTEx | Nerve Tibial | RPS11 | 0.19 | 0.14 | enet | 15 | 0.14 | 4.8e-10 | 6.98 | -7.5 | 8.1e-14 | -0.41 | 1.00 | 0.00 | FALSE |
30 | GTEx | Pancreas | PRR12 | 0.19 | 0.17 | lasso | 2 | 0.16 | 3.8e-07 | 11.30 | 10.6 | 3.6e-26 | 0.93 | 0.01 | 0.98 | FALSE |
31 | GTEx | Skin Sun Exposed Lower leg | FCGRT | 0.15 | 0.08 | enet | 18 | 0.08 | 2.6e-07 | 8.30 | -6.0 | 1.7e-09 | -0.16 | 0.99 | 0.00 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | PRRG2 | 0.23 | 0.18 | lasso | 3 | 0.21 | 1.3e-17 | 11.50 | 11.5 | 1.2e-30 | 0.96 | 0.00 | 1.00 | TRUE |
33 | GTEx | Skin Sun Exposed Lower leg | NOSIP | 0.13 | 0.12 | lasso | 1 | 0.11 | 3.2e-09 | 7.50 | 7.5 | 6.6e-14 | 0.68 | 0.78 | 0.22 | TRUE |
34 | GTEx | Testis | IRF3 | 0.28 | 0.17 | lasso | 6 | 0.15 | 3.9e-07 | 7.00 | 6.9 | 5.6e-12 | 0.60 | 0.77 | 0.16 | FALSE |
35 | GTEx | Thyroid | IRF3 | 0.13 | 0.08 | lasso | 3 | 0.05 | 5.1e-05 | 7.02 | 7.2 | 7.6e-13 | 0.57 | 0.36 | 0.27 | FALSE |
36 | GTEx | Thyroid | PRR12 | 0.47 | 0.34 | lasso | 5 | 0.40 | 3.5e-32 | 3.52 | 5.4 | 6.9e-08 | 0.53 | 1.00 | 0.00 | FALSE |
37 | GTEx | Vagina | SIGLEC16 | 0.63 | -0.01 | enet | 26 | -0.01 | 7.0e-01 | 0.19 | 5.5 | 2.9e-08 | 0.10 | 0.06 | 0.07 | FALSE |
38 | GTEx | Whole Blood | FCGRT | 0.08 | 0.05 | lasso | 3 | 0.03 | 1.1e-03 | 8.30 | -7.7 | 1.0e-14 | -0.38 | 0.22 | 0.32 | FALSE |
39 | GTEx | Whole Blood | RCN3 | 0.18 | 0.12 | lasso | 5 | 0.10 | 7.4e-10 | 8.30 | -8.3 | 1.3e-16 | -0.37 | 1.00 | 0.00 | FALSE |
40 | METSIM | Adipose | PRR12 | 0.06 | 0.06 | enet | 10 | 0.06 | 9.4e-09 | 11.30 | 11.4 | 4.0e-30 | 0.96 | 0.00 | 1.00 | FALSE |
41 | YFS | Blood | FCGRT | 0.05 | 0.01 | lasso | 4 | 0.02 | 9.8e-07 | 6.98 | -11.0 | 4.2e-28 | -0.55 | 0.36 | 0.52 | FALSE |
42 | YFS | Blood | IRF3 | 0.24 | 0.12 | lasso | 4 | 0.13 | 3.3e-40 | 7.02 | 7.1 | 9.3e-13 | 0.60 | 1.00 | 0.00 | FALSE |
43 | YFS | Blood | NOSIP | 0.15 | 0.13 | lasso | 8 | 0.13 | 1.6e-40 | 6.77 | 9.3 | 1.7e-20 | 0.68 | 1.00 | 0.00 | FALSE |
44 | YFS | Blood | RCN3 | 0.17 | 0.12 | bslmm | 347 | 0.13 | 8.0e-41 | 8.27 | -7.7 | 1.1e-14 | -0.35 | 1.00 | 0.00 | FALSE |
45 | YFS | Blood | RPL13A | 0.45 | 0.19 | enet | 53 | 0.34 | 1.8e-115 | 8.45 | 6.3 | 3.3e-10 | 0.43 | 1.00 | 0.00 | FALSE |
46 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PRR12 | 0.04 | 0.03 | lasso | 4 | 0.02 | 1.1e-05 | 10.20 | 11.4 | 6.6e-30 | 0.84 | 0.03 | 0.95 | FALSE |
47 | The Cancer Genome Atlas | Colon Adenocarcinoma | PRR12 | 0.04 | 0.02 | blup | 30 | 0.03 | 7.1e-03 | 8.99 | 10.6 | 3.2e-26 | 0.89 | 0.02 | 0.50 | TRUE |
48 | The Cancer Genome Atlas | Colon Adenocarcinoma | PRRG2 | 0.05 | 0.05 | lasso | 2 | 0.02 | 1.9e-02 | 11.40 | -11.4 | 4.5e-30 | -0.97 | 0.00 | 0.91 | FALSE |
49 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | RCN3 | 0.03 | 0.01 | blup | 31 | 0.02 | 4.7e-03 | 8.05 | 12.0 | 2.5e-33 | 0.65 | 0.03 | 0.39 | TRUE |
50 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PRR12 | 0.09 | 0.03 | lasso | 6 | 0.06 | 4.0e-04 | 3.69 | 8.2 | 2.1e-16 | 0.74 | 0.01 | 0.86 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PRRG2 | 0.06 | 0.10 | lasso | 5 | 0.09 | 1.3e-05 | 10.20 | 11.0 | 6.1e-28 | 0.85 | 0.02 | 0.96 | FALSE |
52 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RCN3 | 0.02 | 0.01 | blup | 31 | 0.01 | 1.1e-02 | 8.40 | -10.4 | 2.6e-25 | -0.67 | 0.02 | 0.44 | FALSE |
53 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RPS11 | 0.03 | 0.01 | enet | 11 | 0.01 | 1.5e-02 | 8.45 | -7.2 | 8.1e-13 | -0.52 | 0.01 | 0.70 | FALSE |
54 | The Cancer Genome Atlas | Lung Adenocarcinoma | ALDH16A1 | 0.07 | 0.06 | blup | 45 | 0.07 | 3.8e-08 | 2.07 | 8.4 | 5.4e-17 | 0.20 | 0.98 | 0.00 | FALSE |
55 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ALDH16A1 | 0.07 | 0.03 | blup | 45 | 0.05 | 9.9e-07 | 2.16 | 6.2 | 4.8e-10 | 0.02 | 0.71 | 0.02 | TRUE |
56 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PRR12 | 0.03 | 0.00 | blup | 30 | 0.01 | 2.1e-02 | 3.69 | 9.5 | 1.7e-21 | 0.83 | 0.01 | 0.68 | FALSE |
57 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PRR12 | 0.03 | 0.00 | blup | 30 | 0.01 | 1.1e-02 | 11.40 | 10.6 | 2.1e-26 | 0.87 | 0.01 | 0.76 | FALSE |
58 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | PRRG2 | 0.11 | 0.09 | lasso | 1 | 0.06 | 4.1e-03 | 10.20 | 10.2 | 2.5e-24 | 0.76 | 0.02 | 0.34 | FALSE |
59 | The Cancer Genome Atlas | Thyroid Carcinoma | IRF3 | 0.04 | 0.03 | enet | 7 | 0.03 | 4.0e-04 | 8.33 | 8.1 | 6.4e-16 | 0.64 | 0.12 | 0.58 | FALSE |