Best TWAS P=3.21e-84 · Best GWAS P=6.42e-127 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 | PPM1A | 0.10 | 0.10 | lasso | 2 | 0.10 | 1.1e-08 | 5.7 | 5.7 | 1.6e-08 | -0.01 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | RTN1 | 0.14 | 0.12 | lasso | 3 | 0.10 | 6.1e-09 | 5.4 | -5.8 | 5.5e-09 | -0.01 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | C14orf39 | 0.08 | 0.05 | lasso | 8 | 0.06 | 2.1e-05 | 14.0 | -14.1 | 5.9e-45 | -0.41 | 0.92 | 0.02 | FALSE |
4 | GTEx | Adipose Subcutaneous | GPR135 | 0.08 | 0.09 | lasso | 6 | 0.07 | 3.2e-06 | 5.0 | -5.2 | 2.6e-07 | -0.14 | 0.99 | 0.00 | FALSE |
5 | GTEx | Artery Aorta | JKAMP | 0.11 | 0.03 | lasso | 2 | 0.02 | 2.9e-02 | -5.6 | -5.4 | 7.4e-08 | -0.07 | 0.11 | 0.04 | FALSE |
6 | GTEx | Artery Aorta | RTN1 | 0.35 | 0.30 | enet | 20 | 0.34 | 1.9e-19 | -5.4 | -5.2 | 1.7e-07 | -0.08 | 1.00 | 0.00 | FALSE |
7 | GTEx | Artery Coronary | RTN1 | 0.21 | 0.12 | lasso | 7 | 0.10 | 2.5e-04 | -5.4 | -5.8 | 5.0e-09 | -0.11 | 0.40 | 0.04 | FALSE |
8 | GTEx | Artery Tibial | RTN1 | 0.42 | 0.32 | enet | 34 | 0.45 | 3.2e-38 | -5.4 | -5.8 | 6.3e-09 | -0.08 | 1.00 | 0.00 | FALSE |
9 | GTEx | Artery Tibial | CCDC175 | 0.25 | 0.17 | enet | 11 | 0.25 | 9.0e-20 | -5.4 | -6.1 | 1.1e-09 | -0.09 | 1.00 | 0.00 | FALSE |
10 | GTEx | Artery Tibial | RP11-701B16.2 | 0.20 | 0.15 | lasso | 4 | 0.16 | 2.2e-12 | -5.4 | -6.1 | 8.3e-10 | -0.09 | 1.00 | 0.00 | FALSE |
11 | GTEx | Breast Mammary Tissue | GPR135 | 0.12 | 0.01 | lasso | 4 | 0.04 | 6.5e-03 | -6.0 | -7.0 | 2.0e-12 | -0.12 | 0.13 | 0.04 | FALSE |
12 | GTEx | Breast Mammary Tissue (Female) | GPR135 | 0.07 | 0.03 | lasso | 3 | 0.00 | 2.7e-01 | -5.4 | -6.4 | 1.5e-10 | -0.12 | 0.05 | 0.05 | TRUE |
13 | GTEx | Cells EBV-transformed lymphocytes | GPR135 | 0.33 | 0.04 | enet | 23 | 0.15 | 1.7e-05 | 6.3 | -8.9 | 4.4e-19 | -0.11 | 0.14 | 0.06 | TRUE |
14 | GTEx | Cells Transformed fibroblasts | RP11-193F5.4 | 0.06 | 0.00 | enet | 16 | 0.01 | 6.5e-02 | 13.6 | 11.0 | 2.5e-28 | 0.33 | 0.11 | 0.11 | FALSE |
15 | GTEx | Colon Transverse | JKAMP | 0.14 | 0.10 | lasso | 3 | 0.12 | 2.4e-06 | -5.7 | -6.2 | 5.3e-10 | -0.06 | 0.77 | 0.01 | FALSE |
16 | GTEx | Colon Transverse | GPR135 | 0.15 | 0.17 | enet | 11 | 0.12 | 3.1e-06 | 5.3 | -6.2 | 5.2e-10 | -0.12 | 0.96 | 0.00 | FALSE |
17 | GTEx | Esophagus Mucosa | GPR135 | 0.10 | 0.00 | enet | 10 | 0.02 | 1.6e-02 | -5.7 | -6.2 | 4.9e-10 | -0.09 | 0.38 | 0.04 | FALSE |
18 | GTEx | Esophagus Muscularis | C14orf39 | 0.10 | 0.02 | enet | 9 | 0.02 | 2.9e-02 | 4.9 | -5.4 | 5.3e-08 | -0.41 | 0.11 | 0.18 | TRUE |
19 | GTEx | Heart Atrial Appendage | GPR135 | 0.14 | 0.08 | lasso | 9 | 0.07 | 3.1e-04 | 4.2 | -6.1 | 8.9e-10 | -0.14 | 0.76 | 0.02 | FALSE |
20 | GTEx | Liver | MNAT1 | 0.21 | 0.00 | lasso | 4 | -0.01 | 5.4e-01 | 5.9 | -15.9 | 3.9e-57 | -0.44 | 0.08 | 0.20 | FALSE |
21 | GTEx | Muscle Skeletal | C14orf39 | 0.06 | 0.05 | lasso | 3 | 0.05 | 2.7e-05 | 14.0 | -19.4 | 3.2e-84 | -0.67 | 0.12 | 0.86 | TRUE |
22 | GTEx | Nerve Tibial | PPM1A | 0.18 | 0.12 | lasso | 2 | 0.10 | 7.4e-08 | 5.7 | 5.7 | 1.2e-08 | -0.01 | 0.97 | 0.00 | FALSE |
23 | GTEx | Ovary | GPR135 | 0.23 | 0.18 | lasso | 4 | 0.19 | 1.7e-05 | 5.2 | -5.3 | 1.5e-07 | -0.13 | 0.52 | 0.03 | FALSE |
24 | GTEx | Pituitary | C14orf39 | 0.39 | 0.38 | enet | 20 | 0.35 | 1.0e-09 | 14.0 | -11.8 | 2.6e-32 | -0.34 | 0.98 | 0.00 | TRUE |
25 | GTEx | Pituitary | RP11-701B16.2 | 0.35 | 0.03 | enet | 24 | 0.13 | 4.3e-04 | 5.7 | -6.6 | 3.1e-11 | -0.10 | 0.11 | 0.11 | FALSE |
26 | GTEx | Skin Not Sun Exposed Suprapubic | PPM1A | 0.21 | 0.21 | lasso | 3 | 0.18 | 2.2e-10 | 5.7 | 6.0 | 2.4e-09 | 0.01 | 1.00 | 0.00 | FALSE |
27 | GTEx | Skin Not Sun Exposed Suprapubic | PCNXL4 | 0.15 | 0.05 | enet | 15 | 0.12 | 6.2e-07 | 3.5 | -15.1 | 3.0e-51 | -0.61 | 0.76 | 0.09 | FALSE |
28 | GTEx | Skin Sun Exposed Lower leg | PPM1A | 0.21 | 0.18 | lasso | 3 | 0.15 | 1.2e-12 | 5.9 | 6.4 | 1.4e-10 | 0.04 | 1.00 | 0.00 | TRUE |
29 | GTEx | Stomach | JKAMP | 0.15 | 0.00 | lasso | 6 | 0.00 | 1.8e-01 | -5.7 | -5.5 | 3.2e-08 | -0.09 | 0.10 | 0.10 | TRUE |
30 | GTEx | Thyroid | TIMM9 | 0.14 | 0.02 | lasso | 4 | 0.03 | 2.6e-03 | -3.8 | -5.5 | 3.2e-08 | -0.08 | 0.13 | 0.62 | TRUE |
31 | GTEx | Thyroid | RTN1 | 0.12 | 0.12 | lasso | 4 | 0.12 | 3.4e-09 | 5.4 | -5.7 | 1.5e-08 | -0.12 | 1.00 | 0.00 | FALSE |
32 | GTEx | Thyroid | CCDC175 | 0.07 | 0.00 | lasso | 7 | 0.00 | 1.9e-01 | 5.4 | -7.0 | 1.9e-12 | -0.07 | 0.13 | 0.03 | FALSE |
33 | METSIM | Adipose | RTN1 | 0.08 | 0.07 | enet | 10 | 0.07 | 2.0e-10 | 5.4 | -5.4 | 5.9e-08 | -0.06 | 1.00 | 0.00 | FALSE |
34 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | JKAMP | 0.20 | 0.14 | enet | 3 | 0.14 | 3.0e-08 | -5.6 | -5.6 | 2.2e-08 | -0.08 | 0.00 | 1.00 | FALSE |
35 | The Cancer Genome Atlas | Brain Lower Grade Glioma | JKAMP | 0.13 | 0.06 | lasso | 2 | 0.07 | 5.3e-08 | -5.6 | -5.2 | 1.5e-07 | -0.06 | 0.00 | 1.00 | FALSE |
36 | The Cancer Genome Atlas | Lung Adenocarcinoma | C14orf39 | 0.02 | 0.02 | blup | 37 | 0.02 | 4.2e-03 | 13.8 | -17.4 | 1.0e-67 | -0.55 | 0.06 | 0.46 | FALSE |
37 | The Cancer Genome Atlas | Lung Adenocarcinoma | JKAMP | 0.07 | 0.04 | lasso | 3 | 0.05 | 4.8e-06 | -5.6 | -6.5 | 5.8e-11 | -0.10 | 0.00 | 0.99 | TRUE |
38 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | DHRS7 | 0.02 | 0.01 | blup | 43 | 0.02 | 4.9e-03 | 4.5 | -6.0 | 2.3e-09 | -0.14 | 0.02 | 0.34 | TRUE |
39 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | C14orf39 | 0.08 | 0.05 | blup | 37 | 0.05 | 4.2e-03 | 13.2 | -16.5 | 2.2e-61 | -0.51 | 0.10 | 0.33 | FALSE |
40 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C14orf39 | 0.08 | 0.09 | blup | 37 | 0.11 | 1.8e-11 | 13.5 | -16.4 | 1.3e-60 | -0.51 | 0.99 | 0.01 | FALSE |
41 | The Cancer Genome Atlas | Thyroid Carcinoma | DAAM1 | 0.14 | 0.04 | blup | 146 | 0.10 | 3.6e-10 | -7.0 | -5.5 | 3.8e-08 | -0.09 | 0.01 | 0.99 | FALSE |