Best TWAS P=2.39e-14 · Best GWAS P=5.85e-13 conditioned to 0.0251
# | 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 | PNPO | 0.15 | 0.06 | bslmm | 383 | 0.09 | 3.3e-11 | 5.8 | 7.4 | 1.2e-13 | -0.44 | 0.95 | 0.05 | FALSE |
2 | GTEx | Adipose Subcutaneous | PNPO | 0.16 | 0.08 | lasso | 4 | 0.15 | 3.7e-12 | 3.5 | 5.4 | 6.5e-08 | -0.27 | 0.93 | 0.07 | FALSE |
3 | GTEx | Adipose Subcutaneous | RP11-6N17.6 | 0.07 | 0.02 | enet | 16 | 0.03 | 2.0e-03 | 5.8 | 6.6 | 4.2e-11 | -0.28 | 0.49 | 0.05 | FALSE |
4 | GTEx | Artery Aorta | PNPO | 0.11 | 0.08 | lasso | 6 | 0.08 | 2.9e-05 | 6.0 | 6.7 | 1.6e-11 | -0.31 | 0.75 | 0.16 | FALSE |
5 | GTEx | Artery Aorta | RP11-6N17.6 | 0.08 | 0.04 | lasso | 4 | 0.03 | 1.0e-02 | 5.4 | 6.0 | 2.0e-09 | -0.21 | 0.34 | 0.07 | FALSE |
6 | GTEx | Artery Coronary | RP11-6N17.6 | 0.13 | 0.01 | lasso | 18 | 0.00 | 3.1e-01 | -3.1 | 5.6 | 2.5e-08 | -0.82 | 0.08 | 0.29 | FALSE |
7 | GTEx | Artery Tibial | NFE2L1 | 0.13 | 0.00 | enet | 9 | 0.00 | 4.9e-01 | -5.3 | -5.2 | 1.8e-07 | 0.67 | 0.07 | 0.29 | FALSE |
8 | GTEx | Artery Tibial | PNPO | 0.09 | 0.05 | enet | 10 | 0.09 | 1.1e-07 | -3.7 | 5.1 | 2.7e-07 | -0.28 | 0.97 | 0.01 | FALSE |
9 | GTEx | Brain Cerebellar Hemisphere | WNT3 | 0.24 | 0.02 | enet | 12 | 0.05 | 2.0e-02 | -4.0 | 5.5 | 2.8e-08 | 0.04 | 0.02 | 0.37 | TRUE |
10 | GTEx | Brain Cerebellum | PNPO | 0.17 | 0.15 | lasso | 4 | 0.10 | 6.3e-04 | 5.4 | 5.6 | 2.8e-08 | -0.24 | 0.29 | 0.05 | FALSE |
11 | GTEx | Brain Frontal Cortex BA9 | PNPO | 0.20 | 0.08 | enet | 19 | 0.13 | 2.5e-04 | 5.4 | 7.1 | 1.3e-12 | -0.46 | 0.22 | 0.22 | FALSE |
12 | GTEx | Brain Frontal Cortex BA9 | RP11-6N17.6 | 0.19 | 0.02 | enet | 17 | 0.09 | 2.6e-03 | -4.2 | 5.9 | 3.9e-09 | -0.45 | 0.13 | 0.19 | FALSE |
13 | GTEx | Breast Mammary Tissue (Male) | PNPO | 0.15 | -0.01 | enet | 11 | 0.01 | 2.4e-01 | 6.0 | 7.0 | 3.7e-12 | -0.29 | 0.06 | 0.09 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | RP11-6N17.6 | 0.07 | 0.05 | lasso | 10 | 0.07 | 9.3e-06 | 5.8 | 7.0 | 2.7e-12 | -0.40 | 0.71 | 0.18 | FALSE |
15 | GTEx | Colon Transverse | RP5-890E16.2 | 0.14 | 0.03 | lasso | 7 | 0.02 | 5.9e-02 | -2.6 | 5.2 | 1.9e-07 | -0.70 | 0.08 | 0.66 | FALSE |
16 | GTEx | Esophagus Mucosa | NFE2L1 | 0.07 | 0.02 | lasso | 4 | 0.01 | 8.6e-02 | -7.2 | -7.0 | 2.2e-12 | 0.98 | 0.01 | 0.98 | FALSE |
17 | GTEx | Esophagus Mucosa | PNPO | 0.12 | 0.13 | enet | 17 | 0.11 | 1.3e-07 | 5.4 | 5.4 | 5.8e-08 | -0.22 | 0.96 | 0.03 | FALSE |
18 | GTEx | Esophagus Muscularis | PNPO | 0.14 | 0.10 | lasso | 4 | 0.16 | 8.1e-10 | 6.0 | 6.5 | 1.1e-10 | -0.21 | 0.80 | 0.20 | FALSE |
19 | GTEx | Esophagus Muscularis | RP5-890E16.2 | 0.07 | 0.01 | lasso | 8 | 0.01 | 5.1e-02 | -5.3 | 5.7 | 1.6e-08 | -0.87 | 0.04 | 0.80 | FALSE |
20 | GTEx | Esophagus Muscularis | RP11-6N17.6 | 0.10 | 0.11 | enet | 12 | 0.08 | 2.4e-05 | 6.0 | 6.4 | 2.0e-10 | -0.17 | 0.62 | 0.16 | FALSE |
21 | GTEx | Muscle Skeletal | RP11-6N17.6 | 0.06 | 0.06 | lasso | 3 | 0.04 | 3.3e-05 | 5.5 | 6.3 | 2.1e-10 | -0.21 | 0.61 | 0.03 | FALSE |
22 | GTEx | Nerve Tibial | PNPO | 0.12 | 0.07 | enet | 16 | 0.09 | 3.9e-07 | -4.3 | 5.2 | 2.6e-07 | -0.36 | 0.98 | 0.01 | FALSE |
23 | GTEx | Pancreas | RP5-1029K10.2 | 0.20 | 0.00 | enet | 49 | 0.06 | 2.3e-03 | 4.1 | 6.0 | 2.2e-09 | -0.01 | 0.06 | 0.29 | TRUE |
24 | GTEx | Skin Not Sun Exposed Suprapubic | PNPO | 0.14 | 0.10 | enet | 5 | 0.12 | 2.6e-07 | -4.3 | 5.2 | 2.3e-07 | -0.36 | 0.96 | 0.02 | FALSE |
25 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-6N17.6 | 0.09 | 0.02 | enet | 6 | 0.03 | 5.6e-03 | -4.3 | 6.8 | 1.2e-11 | -0.65 | 0.07 | 0.60 | FALSE |
26 | GTEx | Skin Sun Exposed Lower leg | RP11-6N17.6 | 0.07 | 0.02 | enet | 12 | 0.04 | 1.6e-04 | -4.3 | 6.5 | 7.9e-11 | -0.65 | 0.22 | 0.33 | FALSE |
27 | GTEx | Thyroid | RP5-890E16.2 | 0.09 | 0.02 | lasso | 14 | 0.01 | 4.0e-02 | -5.4 | 6.0 | 1.7e-09 | -0.73 | 0.31 | 0.54 | FALSE |
28 | GTEx | Uterus | RP11-6N17.10 | 0.43 | 0.26 | lasso | 6 | 0.24 | 1.3e-05 | -3.8 | -5.1 | 2.8e-07 | 0.54 | 0.07 | 0.27 | FALSE |
29 | YFS | Blood | SKAP1 | 0.13 | 0.07 | bslmm | 549 | 0.15 | 2.1e-45 | 3.2 | -5.4 | 7.1e-08 | 0.45 | 1.00 | 0.00 | FALSE |
30 | The Cancer Genome Atlas | Colon Adenocarcinoma | PRR15L | 0.14 | 0.05 | lasso | 4 | 0.10 | 2.0e-06 | -6.1 | 6.6 | 4.6e-11 | -0.79 | 0.00 | 0.99 | FALSE |
31 | The Cancer Genome Atlas | Colon Adenocarcinoma | ZNF652 | 0.09 | 0.01 | enet | 12 | 0.05 | 5.5e-04 | 5.6 | -6.0 | 2.7e-09 | 0.06 | 0.01 | 0.73 | FALSE |
32 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PNPO | 0.02 | 0.00 | blup | 57 | 0.01 | 1.0e-02 | 5.4 | 5.6 | 1.9e-08 | -0.37 | 0.02 | 0.22 | FALSE |
33 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SNX11 | 0.05 | 0.00 | blup | 53 | 0.02 | 4.2e-03 | -3.0 | 5.4 | 5.6e-08 | -0.57 | 0.02 | 0.30 | FALSE |
34 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PRR15L | 0.04 | 0.02 | enet | 6 | 0.04 | 3.9e-03 | 6.0 | 6.0 | 1.4e-09 | -0.27 | 0.03 | 0.54 | FALSE |
35 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PNPO | 0.22 | 0.07 | blup | 57 | 0.08 | 6.0e-09 | -6.4 | 6.7 | 1.8e-11 | -0.66 | 0.00 | 1.00 | FALSE |
36 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PRR15L | 0.08 | 0.01 | blup | 60 | 0.03 | 1.9e-04 | -6.1 | -7.6 | 4.1e-14 | 0.68 | 0.01 | 0.99 | FALSE |
37 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | MRPL10 | 0.12 | 0.04 | blup | 59 | 0.06 | 1.1e-03 | 2.5 | 5.2 | 1.7e-07 | -0.18 | 0.02 | 0.12 | FALSE |
38 | The Cancer Genome Atlas | Lung Adenocarcinoma | SNX11 | 0.05 | 0.03 | blup | 53 | 0.05 | 1.1e-06 | -5.3 | 6.1 | 9.0e-10 | -0.69 | 0.27 | 0.68 | FALSE |
39 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SNX11 | 0.06 | 0.06 | lasso | 3 | 0.05 | 2.8e-06 | -7.2 | 7.0 | 2.2e-12 | -0.99 | 0.00 | 1.00 | FALSE |
40 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | PNPO | 0.09 | 0.01 | blup | 57 | 0.04 | 9.5e-03 | 5.4 | 6.8 | 1.1e-11 | -0.48 | 0.02 | 0.35 | FALSE |
41 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PRR15L | 0.03 | 0.02 | blup | 62 | 0.03 | 2.0e-04 | -3.2 | 5.4 | 5.7e-08 | -0.39 | 0.13 | 0.68 | FALSE |
42 | The Cancer Genome Atlas | Soft Tissue Sarcoma | CDK5RAP3 | 0.13 | 0.02 | blup | 61 | 0.04 | 1.2e-03 | -6.6 | -7.6 | 2.4e-14 | 0.78 | 0.00 | 0.98 | TRUE |
43 | The Cancer Genome Atlas | Thyroid Carcinoma | NFE2L1 | 0.04 | 0.05 | lasso | 3 | 0.04 | 1.9e-04 | -6.3 | -7.0 | 1.8e-12 | 0.88 | 0.01 | 0.96 | FALSE |
44 | The Cancer Genome Atlas | Thyroid Carcinoma | PNPO | 0.07 | 0.03 | blup | 57 | 0.06 | 2.1e-06 | -3.8 | 6.5 | 9.4e-11 | -0.53 | 0.73 | 0.26 | FALSE |