Best TWAS P=5.6e-55 · Best GWAS P=4.03e-49 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 | GTEx | Adipose Subcutaneous | RP11-554A11.9 | 0.34 | 0.13 | enet | 43 | 0.26 | 4.1e-21 | -13.09 | -7.7 | 1.9e-14 | 0.39 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Visceral Omentum | RP11-554A11.9 | 0.28 | 0.01 | enet | 27 | 0.13 | 4.3e-07 | -13.09 | -6.6 | 4.2e-11 | 0.41 | 0.31 | 0.15 | FALSE |
3 | GTEx | Adrenal Gland | IGHMBP2 | 0.25 | 0.10 | enet | 25 | 0.18 | 5.1e-07 | -3.56 | -5.1 | 2.7e-07 | 0.20 | 0.78 | 0.01 | FALSE |
4 | GTEx | Artery Aorta | TPCN2 | 0.21 | 0.17 | lasso | 2 | 0.16 | 5.5e-09 | -8.15 | -5.8 | 8.3e-09 | 0.08 | 0.99 | 0.00 | FALSE |
5 | GTEx | Artery Aorta | RP11-554A11.9 | 0.37 | 0.18 | enet | 23 | 0.27 | 3.3e-15 | -13.09 | -9.8 | 6.6e-23 | 0.38 | 0.98 | 0.01 | FALSE |
6 | GTEx | Artery Tibial | RP11-554A11.9 | 0.34 | 0.06 | enet | 35 | 0.22 | 4.0e-17 | 0.99 | -8.8 | 1.1e-18 | 0.45 | 0.99 | 0.00 | FALSE |
7 | GTEx | Brain Cerebellar Hemisphere | RP11-554A11.9 | 0.49 | 0.17 | lasso | 9 | 0.20 | 8.5e-06 | -14.15 | -9.8 | 1.4e-22 | 0.84 | 0.01 | 0.99 | TRUE |
8 | GTEx | Brain Cerebellum | RP11-554A11.9 | 0.59 | 0.16 | enet | 29 | 0.33 | 1.4e-10 | -11.07 | -9.9 | 3.5e-23 | 0.66 | 0.01 | 0.98 | FALSE |
9 | GTEx | Brain Cortex | RP11-554A11.9 | 0.47 | 0.18 | enet | 31 | 0.22 | 7.0e-07 | -11.07 | -10.8 | 2.7e-27 | 0.66 | 0.01 | 0.97 | FALSE |
10 | GTEx | Brain Nucleus accumbens basal ganglia | IGHMBP2 | 0.37 | 0.08 | enet | 46 | 0.12 | 5.6e-04 | -3.44 | -7.4 | 1.3e-13 | 0.27 | 0.25 | 0.09 | TRUE |
11 | GTEx | Breast Mammary Tissue | TPCN2 | 0.21 | 0.01 | enet | 44 | 0.12 | 1.7e-06 | -5.61 | -8.0 | 1.9e-15 | 0.10 | 0.09 | 0.04 | FALSE |
12 | GTEx | Breast Mammary Tissue | RP11-554A11.9 | 0.32 | 0.11 | lasso | 7 | 0.26 | 9.4e-14 | -13.09 | -7.8 | 4.3e-15 | 0.56 | 0.41 | 0.49 | FALSE |
13 | GTEx | Breast Mammary Tissue (Male) | RP11-554A11.9 | 0.23 | 0.08 | lasso | 4 | 0.08 | 6.7e-03 | -10.48 | -8.6 | 1.2e-17 | 0.71 | 0.05 | 0.35 | TRUE |
14 | GTEx | Breast Mammary Tissue (Female) | TPCN2 | 0.11 | -0.01 | enet | 7 | 0.03 | 5.2e-02 | -4.32 | -10.1 | 8.1e-24 | 0.26 | 0.05 | 0.07 | FALSE |
15 | GTEx | Breast Mammary Tissue (Female) | RP11-554A11.9 | 0.40 | 0.25 | enet | 18 | 0.30 | 1.5e-09 | -13.09 | -8.0 | 1.1e-15 | 0.47 | 0.49 | 0.17 | FALSE |
16 | GTEx | Colon Sigmoid | RP11-554A11.9 | 0.65 | 0.29 | enet | 36 | 0.41 | 8.3e-16 | -13.09 | -9.7 | 3.6e-22 | 0.59 | 0.97 | 0.02 | FALSE |
17 | GTEx | Colon Transverse | RP11-554A11.9 | 0.26 | 0.11 | lasso | 9 | 0.10 | 2.5e-05 | -11.07 | -12.6 | 1.6e-36 | 0.81 | 0.02 | 0.95 | FALSE |
18 | GTEx | Esophagus Mucosa | RP11-554A11.9 | 0.23 | 0.18 | lasso | 3 | 0.18 | 4.0e-12 | -13.09 | -12.6 | 2.8e-36 | 0.35 | 1.00 | 0.00 | FALSE |
19 | GTEx | Esophagus Muscularis | TPCN2 | 0.23 | 0.01 | lasso | 5 | 0.01 | 6.0e-02 | 10.85 | -10.3 | 4.5e-25 | 0.29 | 0.12 | 0.07 | FALSE |
20 | GTEx | Esophagus Muscularis | RP11-554A11.9 | 0.31 | 0.18 | lasso | 9 | 0.22 | 1.4e-13 | -13.09 | -13.9 | 9.7e-44 | 0.57 | 0.96 | 0.03 | TRUE |
21 | GTEx | Heart Atrial Appendage | IGHMBP2 | 0.26 | 0.27 | lasso | 4 | 0.26 | 3.9e-12 | -5.57 | -5.3 | 9.4e-08 | 0.10 | 1.00 | 0.00 | FALSE |
22 | GTEx | Heart Atrial Appendage | RP11-554A11.9 | 0.24 | 0.05 | lasso | 8 | 0.09 | 9.5e-05 | -3.89 | -10.8 | 2.5e-27 | 0.61 | 0.04 | 0.76 | FALSE |
23 | GTEx | Heart Left Ventricle | RP11-554A11.9 | 0.16 | 0.11 | lasso | 3 | 0.09 | 2.2e-05 | -13.09 | -13.5 | 1.7e-41 | 0.54 | 0.26 | 0.34 | FALSE |
24 | GTEx | Lung | RP11-554A11.9 | 0.28 | 0.10 | enet | 34 | 0.20 | 1.6e-15 | -13.09 | -10.9 | 1.1e-27 | 0.60 | 0.24 | 0.76 | FALSE |
25 | GTEx | Nerve Tibial | RP11-554A11.9 | 0.43 | 0.10 | lasso | 11 | 0.33 | 8.7e-24 | -13.09 | -9.5 | 2.0e-21 | 0.55 | 0.78 | 0.21 | FALSE |
26 | GTEx | Prostate | RP11-554A11.9 | 0.44 | 0.11 | enet | 13 | 0.18 | 2.8e-05 | -11.62 | -15.6 | 5.6e-55 | 0.85 | 0.01 | 0.94 | TRUE |
27 | GTEx | Skin Not Sun Exposed Suprapubic | TPCN2 | 0.19 | 0.10 | lasso | 4 | 0.10 | 3.0e-06 | -8.15 | -10.1 | 4.4e-24 | 0.19 | 0.90 | 0.01 | TRUE |
28 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-554A11.9 | 0.28 | 0.13 | lasso | 9 | 0.21 | 1.5e-11 | 3.18 | -5.6 | 1.9e-08 | 0.54 | 0.27 | 0.68 | FALSE |
29 | GTEx | Skin Sun Exposed Lower leg | TPCN2 | 0.09 | 0.00 | lasso | 5 | 0.03 | 8.0e-04 | -8.15 | -5.8 | 9.2e-09 | 0.08 | 0.14 | 0.04 | FALSE |
30 | GTEx | Testis | TPCN2 | 0.26 | 0.05 | lasso | 3 | 0.07 | 5.9e-04 | -8.21 | -9.5 | 1.9e-21 | 0.14 | 0.14 | 0.04 | FALSE |
31 | GTEx | Thyroid | RP11-554A11.9 | 0.40 | 0.14 | lasso | 7 | 0.25 | 8.1e-19 | -13.09 | -11.9 | 1.7e-32 | 0.59 | 0.83 | 0.16 | FALSE |
32 | GTEx | Vagina | IGHMBP2 | 0.34 | -0.01 | enet | 34 | 0.16 | 2.0e-04 | -4.58 | -6.7 | 2.9e-11 | 0.16 | 0.09 | 0.06 | FALSE |
33 | GTEx | Vagina | RP11-554A11.9 | 0.49 | 0.11 | lasso | 6 | 0.12 | 9.5e-04 | -14.15 | -14.5 | 6.9e-48 | 0.81 | 0.01 | 0.87 | FALSE |
34 | METSIM | Adipose | MRGPRF | 0.18 | 0.14 | enet | 13 | 0.19 | 2.8e-27 | -4.27 | -5.8 | 6.0e-09 | 0.14 | 1.00 | 0.00 | FALSE |
35 | METSIM | Adipose | TPCN2 | 0.42 | 0.29 | enet | 46 | 0.34 | 1.1e-51 | -4.27 | -10.5 | 5.6e-26 | 0.26 | 1.00 | 0.00 | FALSE |
36 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TPCN2 | 0.06 | 0.04 | blup | 98 | 0.04 | 8.4e-06 | -13.09 | -7.7 | 1.9e-14 | 0.29 | 0.51 | 0.02 | FALSE |
37 | The Cancer Genome Atlas | Thyroid Carcinoma | TPCN2 | 0.11 | 0.05 | lasso | 5 | 0.05 | 1.5e-05 | 9.82 | -11.1 | 9.7e-29 | 0.29 | 0.91 | 0.04 | TRUE |