Best TWAS P=3.43e-19 · Best GWAS P=7.2e-19 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 | TIMM10 | 0.06 | 0.04 | bslmm | 381 | 0.03 | 1.6e-04 | 4.3 | 6.5 | 1.0e-10 | 0.43 | 0.90 | 0.03 | FALSE |
2 | GTEx | Artery Coronary | TIMM10 | 0.44 | 0.36 | enet | 26 | 0.42 | 2.4e-15 | 4.3 | 6.0 | 1.9e-09 | 0.62 | 0.84 | 0.16 | FALSE |
3 | GTEx | Artery Coronary | MED19 | 0.13 | 0.07 | enet | 21 | 0.07 | 2.7e-03 | -7.3 | -6.4 | 1.6e-10 | -0.45 | 0.24 | 0.18 | FALSE |
4 | GTEx | Artery Tibial | MED19 | 0.22 | 0.12 | enet | 37 | 0.16 | 6.6e-13 | -7.0 | -6.3 | 3.4e-10 | -0.26 | 1.00 | 0.00 | TRUE |
5 | GTEx | Brain Hippocampus | SERPING1 | 0.23 | 0.13 | lasso | 7 | 0.07 | 8.7e-03 | 4.3 | -5.7 | 1.4e-08 | -0.50 | 0.06 | 0.40 | FALSE |
6 | GTEx | Cells Transformed fibroblasts | MED19 | 0.10 | 0.09 | lasso | 3 | 0.09 | 4.7e-07 | -7.3 | -8.7 | 4.9e-18 | -0.52 | 0.97 | 0.02 | FALSE |
7 | GTEx | Esophagus Muscularis | MED19 | 0.20 | 0.15 | lasso | 4 | 0.12 | 5.7e-08 | -7.3 | -7.7 | 1.8e-14 | -0.48 | 0.99 | 0.00 | FALSE |
8 | GTEx | Heart Atrial Appendage | TIMM10 | 0.38 | 0.32 | enet | 19 | 0.40 | 2.5e-19 | 3.6 | 5.4 | 6.9e-08 | 0.58 | 1.00 | 0.00 | FALSE |
9 | GTEx | Heart Left Ventricle | SMTNL1 | 0.09 | 0.08 | lasso | 4 | 0.07 | 1.8e-04 | -4.6 | -5.5 | 3.7e-08 | -0.46 | 0.43 | 0.32 | TRUE |
10 | GTEx | Lung | TIMM10 | 0.18 | 0.15 | enet | 11 | 0.22 | 1.8e-16 | 4.0 | 5.7 | 1.3e-08 | 0.48 | 1.00 | 0.00 | TRUE |
11 | GTEx | Lung | YPEL4 | 0.05 | 0.06 | lasso | 3 | 0.05 | 6.7e-05 | 7.3 | -7.8 | 4.5e-15 | -0.79 | 0.04 | 0.96 | FALSE |
12 | GTEx | Muscle Skeletal | MED19 | 0.06 | 0.06 | lasso | 7 | 0.06 | 1.9e-06 | -7.0 | -6.8 | 7.5e-12 | -0.36 | 0.95 | 0.00 | FALSE |
13 | GTEx | Nerve Tibial | MED19 | 0.12 | 0.00 | enet | 25 | 0.02 | 2.1e-02 | -7.4 | -5.9 | 3.4e-09 | -0.21 | 0.71 | 0.01 | FALSE |
14 | GTEx | Nerve Tibial | CTNND1 | 0.06 | 0.02 | lasso | 11 | 0.04 | 1.0e-03 | 8.6 | 8.5 | 1.6e-17 | 0.74 | 0.04 | 0.95 | FALSE |
15 | GTEx | Skin Not Sun Exposed Suprapubic | YPEL4 | 0.13 | 0.05 | lasso | 6 | 0.05 | 9.0e-04 | 4.7 | -7.4 | 1.5e-13 | -0.79 | 0.05 | 0.90 | FALSE |
16 | GTEx | Skin Sun Exposed Lower leg | ZDHHC5 | 0.05 | 0.03 | lasso | 8 | 0.02 | 6.2e-03 | -2.5 | -5.3 | 8.6e-08 | -0.74 | 0.05 | 0.94 | FALSE |
17 | GTEx | Skin Sun Exposed Lower leg | YPEL4 | 0.09 | 0.07 | lasso | 10 | 0.07 | 3.2e-06 | 8.9 | -8.6 | 1.2e-17 | -0.98 | 0.01 | 0.99 | FALSE |
18 | GTEx | Spleen | TNKS1BP1 | 0.27 | -0.01 | lasso | 5 | 0.00 | 4.1e-01 | 5.3 | -5.3 | 8.6e-08 | 0.03 | 0.05 | 0.05 | TRUE |
19 | GTEx | Spleen | MED19 | 0.20 | 0.17 | lasso | 8 | 0.08 | 5.4e-03 | -7.4 | -7.3 | 2.6e-13 | -0.43 | 0.28 | 0.06 | FALSE |
20 | GTEx | Spleen | SMTNL1 | 0.54 | 0.42 | enet | 30 | 0.43 | 1.8e-12 | -4.3 | -5.3 | 9.4e-08 | -0.32 | 1.00 | 0.00 | FALSE |
21 | GTEx | Stomach | SMTNL1 | 0.13 | 0.11 | lasso | 3 | 0.13 | 6.9e-07 | -3.9 | -5.5 | 3.4e-08 | -0.28 | 0.68 | 0.01 | TRUE |
22 | GTEx | Testis | MED19 | 0.16 | 0.15 | enet | 12 | 0.15 | 3.0e-07 | 8.7 | -8.9 | 3.4e-19 | -0.90 | 0.01 | 0.99 | TRUE |
23 | GTEx | Uterus | TIMM10 | 0.39 | 0.14 | lasso | 7 | 0.22 | 3.6e-05 | 3.9 | 5.2 | 1.7e-07 | 0.43 | 0.16 | 0.12 | FALSE |
24 | GTEx | Uterus | MED19 | 0.33 | 0.11 | lasso | 17 | 0.08 | 8.8e-03 | -7.0 | -7.7 | 1.7e-14 | -0.55 | 0.17 | 0.28 | FALSE |
25 | GTEx | Uterus | SMTNL1 | 0.63 | 0.16 | lasso | 9 | 0.23 | 2.1e-05 | -3.9 | -5.7 | 1.4e-08 | -0.23 | 0.21 | 0.06 | TRUE |
26 | GTEx | Whole Blood | MED19 | 0.05 | 0.01 | lasso | 8 | 0.01 | 5.2e-02 | -5.7 | -7.4 | 9.8e-14 | -0.34 | 0.28 | 0.04 | FALSE |
27 | METSIM | Adipose | MED19 | 0.11 | 0.08 | lasso | 5 | 0.07 | 4.5e-11 | -6.9 | -6.0 | 1.5e-09 | -0.36 | 1.00 | 0.00 | FALSE |
28 | METSIM | Adipose | YPEL4 | 0.04 | 0.03 | enet | 11 | 0.04 | 3.5e-06 | 7.3 | -7.7 | 1.2e-14 | -0.68 | 0.15 | 0.85 | FALSE |
29 | NTR | Blood | MED19 | 0.04 | 0.04 | enet | 18 | 0.04 | 2.4e-13 | -7.3 | -8.3 | 8.5e-17 | -0.48 | 1.00 | 0.00 | FALSE |
30 | NTR | Blood | SERPING1 | 0.01 | 0.00 | blup | 399 | 0.00 | 2.9e-02 | 7.8 | -6.2 | 4.1e-10 | -0.76 | 0.05 | 0.85 | TRUE |
31 | YFS | Blood | MED19 | 0.47 | 0.18 | enet | 73 | 0.28 | 7.1e-93 | -7.3 | -6.8 | 7.5e-12 | -0.23 | 1.00 | 0.00 | FALSE |
32 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TIMM10 | 0.42 | 0.23 | enet | 24 | 0.25 | 1.2e-51 | 4.3 | 5.7 | 1.4e-08 | 0.42 | 0.51 | 0.44 | FALSE |
33 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TMX2 | 0.01 | 0.01 | enet | 7 | 0.01 | 3.3e-03 | 8.6 | -8.1 | 6.6e-16 | -0.86 | 0.01 | 0.91 | FALSE |
34 | The Cancer Genome Atlas | Breast Invasive Carcinoma | YPEL4 | 0.02 | 0.03 | lasso | 3 | 0.02 | 5.4e-06 | 8.7 | -8.5 | 1.5e-17 | -0.85 | 0.00 | 1.00 | TRUE |
35 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ZDHHC5 | 0.02 | 0.01 | blup | 34 | 0.01 | 1.5e-03 | -7.4 | -8.0 | 1.2e-15 | -0.60 | 0.07 | 0.36 | FALSE |
36 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | SMTNL1 | 0.18 | 0.12 | enet | 15 | 0.16 | 3.2e-08 | -4.0 | -6.0 | 1.5e-09 | -0.43 | 0.79 | 0.20 | FALSE |
37 | The Cancer Genome Atlas | Colon Adenocarcinoma | SMTNL1 | 0.14 | 0.13 | lasso | 9 | 0.14 | 2.2e-08 | -3.9 | -5.5 | 3.0e-08 | -0.37 | 0.21 | 0.79 | FALSE |
38 | The Cancer Genome Atlas | Colon Adenocarcinoma | ZDHHC5 | 0.10 | 0.05 | blup | 34 | 0.04 | 1.8e-03 | -7.4 | -7.5 | 5.5e-14 | -0.46 | 0.10 | 0.16 | FALSE |
39 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | YPEL4 | 0.04 | 0.05 | blup | 33 | 0.04 | 2.6e-05 | 7.3 | -7.4 | 9.7e-14 | -0.76 | 0.00 | 1.00 | FALSE |
40 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MED19 | 0.15 | 0.05 | enet | 11 | 0.08 | 1.4e-09 | -7.3 | -5.2 | 2.5e-07 | -0.22 | 0.98 | 0.00 | FALSE |
41 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | TIMM10 | 0.54 | 0.33 | blup | 43 | 0.33 | 4.9e-16 | 4.3 | 5.5 | 3.3e-08 | 0.43 | 0.52 | 0.44 | FALSE |
42 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | TIMM10 | 0.40 | 0.32 | blup | 44 | 0.31 | 1.3e-21 | 4.3 | 6.1 | 8.1e-10 | 0.45 | 0.51 | 0.44 | FALSE |
43 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TMX2 | 0.03 | 0.02 | blup | 29 | 0.02 | 3.7e-03 | 8.5 | -7.8 | 8.3e-15 | -0.83 | 0.01 | 0.91 | FALSE |
44 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ZDHHC5 | 0.10 | 0.11 | lasso | 3 | 0.11 | 2.9e-11 | -7.4 | -7.3 | 2.0e-13 | -0.45 | 1.00 | 0.00 | FALSE |
45 | The Cancer Genome Atlas | Soft Tissue Sarcoma | MED19 | 0.09 | 0.08 | lasso | 1 | 0.08 | 1.2e-05 | -7.4 | -7.4 | 1.6e-13 | -0.45 | 0.51 | 0.05 | FALSE |