Best TWAS P=1.73e-33 · Best GWAS P=1.05e-34 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 | MCHR1 | 0.15 | 0.07 | lasso | 7 | 0.14 | 7.5e-17 | 1.3 | -5.9 | 4.3e-09 | 0.40 | 1.00 | 0.00 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | SLC25A17 | 0.03 | 0.01 | blup | 301 | 0.01 | 9.6e-03 | 1.6 | -6.4 | 1.6e-10 | 0.56 | 0.16 | 0.21 | FALSE |
3 | GTEx | Adipose Subcutaneous | TMEM184B | 0.08 | 0.08 | lasso | 4 | 0.07 | 1.0e-06 | 4.6 | -5.7 | 1.1e-08 | 0.06 | 0.52 | 0.46 | FALSE |
4 | GTEx | Artery Aorta | C22orf23 | 0.10 | 0.01 | enet | 24 | 0.02 | 1.6e-02 | 3.2 | 5.8 | 7.8e-09 | 0.02 | 0.24 | 0.14 | TRUE |
5 | GTEx | Artery Aorta | PLA2G6 | 0.10 | 0.02 | enet | 9 | 0.02 | 4.5e-02 | 4.3 | 6.0 | 2.2e-09 | -0.02 | 0.04 | 0.76 | FALSE |
6 | GTEx | Artery Aorta | TMEM184B | 0.17 | 0.07 | enet | 34 | 0.03 | 1.2e-02 | 5.7 | -5.3 | 8.8e-08 | 0.01 | 0.18 | 0.18 | FALSE |
7 | GTEx | Brain Cerebellum | TNRC6B | 0.13 | 0.14 | lasso | 6 | 0.09 | 1.2e-03 | -8.1 | -9.1 | 1.2e-19 | 0.49 | 0.06 | 0.68 | FALSE |
8 | GTEx | Brain Frontal Cortex BA9 | SLC25A17 | 0.11 | -0.01 | lasso | 5 | 0.00 | 3.5e-01 | -8.1 | -7.8 | 4.2e-15 | 0.55 | 0.04 | 0.55 | TRUE |
9 | GTEx | Cells Transformed fibroblasts | PLA2G6 | 0.23 | 0.09 | lasso | 9 | 0.10 | 9.9e-08 | 6.9 | 6.5 | 6.1e-11 | 0.00 | 0.06 | 0.94 | FALSE |
10 | GTEx | Cells Transformed fibroblasts | MAFF | 0.08 | 0.08 | lasso | 3 | 0.06 | 2.2e-05 | 6.9 | -6.8 | 1.1e-11 | 0.08 | 0.03 | 0.93 | FALSE |
11 | GTEx | Esophagus Mucosa | PLA2G6 | 0.22 | 0.02 | lasso | 6 | 0.04 | 1.9e-03 | 6.9 | 6.6 | 3.5e-11 | -0.02 | 0.03 | 0.96 | FALSE |
12 | GTEx | Esophagus Muscularis | TMEM184B | 0.11 | 0.01 | enet | 10 | 0.06 | 2.7e-04 | 3.1 | -5.2 | 2.1e-07 | 0.01 | 0.10 | 0.71 | FALSE |
13 | GTEx | Muscle Skeletal | MKL1 | 0.05 | 0.02 | enet | 26 | 0.03 | 4.2e-04 | -11.6 | 7.6 | 3.9e-14 | -0.67 | 0.07 | 0.90 | FALSE |
14 | GTEx | Nerve Tibial | PLA2G6 | 0.34 | 0.08 | lasso | 8 | 0.11 | 2.9e-08 | -4.1 | 5.8 | 5.1e-09 | -0.01 | 0.12 | 0.88 | FALSE |
15 | GTEx | Nerve Tibial | MAFF | 0.14 | 0.06 | lasso | 3 | 0.05 | 1.2e-04 | 6.3 | -6.2 | 4.0e-10 | 0.00 | 0.44 | 0.47 | FALSE |
16 | GTEx | Nerve Tibial | AL021977.1 | 0.16 | 0.05 | lasso | 3 | 0.07 | 9.3e-06 | 4.4 | -5.2 | 2.2e-07 | 0.06 | 0.23 | 0.75 | FALSE |
17 | GTEx | Skin Sun Exposed Lower leg | BAIAP2L2 | 0.09 | 0.09 | lasso | 4 | 0.09 | 5.5e-08 | 6.5 | -7.0 | 2.1e-12 | 0.01 | 0.02 | 0.98 | TRUE |
18 | GTEx | Thyroid | TMEM184B | 0.19 | 0.16 | lasso | 7 | 0.18 | 1.0e-13 | 4.6 | -6.2 | 6.8e-10 | 0.06 | 0.18 | 0.82 | FALSE |
19 | GTEx | Thyroid | AL021977.1 | 0.20 | 0.11 | lasso | 6 | 0.12 | 2.7e-09 | 4.4 | -5.7 | 1.3e-08 | 0.05 | 0.22 | 0.78 | FALSE |
20 | NTR | Blood | APOBEC3B | 0.30 | 0.08 | enet | 50 | 0.12 | 3.1e-38 | -4.6 | -5.2 | 2.6e-07 | 0.01 | 0.02 | 0.96 | FALSE |
21 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TNRC6B | 0.02 | 0.01 | blup | 92 | 0.01 | 2.7e-03 | -6.6 | -8.7 | 4.7e-18 | 0.38 | 0.08 | 0.08 | FALSE |
22 | The Cancer Genome Atlas | Colon Adenocarcinoma | MKL1 | 0.05 | 0.03 | blup | 105 | 0.04 | 3.9e-03 | -12.1 | -12.1 | 1.7e-33 | 0.87 | 0.02 | 0.66 | TRUE |
23 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ADSL | 0.04 | 0.03 | enet | 6 | 0.03 | 1.6e-04 | -6.0 | -6.6 | 3.9e-11 | 0.29 | 0.04 | 0.37 | FALSE |
24 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | APOBEC3A | 0.11 | 0.03 | blup | 15 | 0.03 | 3.2e-04 | 4.0 | 5.4 | 5.2e-08 | -0.05 | 0.00 | 0.14 | TRUE |
25 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | APOBEC3B | 0.20 | 0.01 | enet | 9 | 0.04 | 2.0e-05 | -2.7 | 5.3 | 1.4e-07 | -0.03 | 0.00 | 0.00 | FALSE |
26 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | ADSL | 0.07 | 0.02 | blup | 33 | 0.05 | 5.2e-04 | -8.4 | -9.3 | 1.0e-20 | 0.50 | 0.02 | 0.86 | FALSE |
27 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TNRC6B | 0.05 | 0.03 | lasso | 8 | 0.04 | 6.9e-06 | -8.5 | -8.2 | 3.4e-16 | 0.45 | 0.28 | 0.67 | FALSE |
28 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | ADSL | 0.06 | 0.01 | blup | 33 | 0.03 | 1.1e-02 | -8.5 | -7.1 | 1.7e-12 | 0.42 | 0.08 | 0.11 | FALSE |
29 | The Cancer Genome Atlas | Lung Adenocarcinoma | ADSL | 0.03 | 0.00 | blup | 33 | 0.01 | 8.9e-03 | -5.7 | -8.6 | 6.1e-18 | 0.45 | 0.01 | 0.55 | FALSE |
30 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SGSM3 | 0.02 | 0.00 | enet | 12 | 0.00 | 3.7e-01 | -10.1 | -8.7 | 4.8e-18 | 0.52 | 0.05 | 0.43 | FALSE |
31 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | ADSL | 0.06 | 0.02 | lasso | 2 | 0.03 | 6.6e-03 | -5.7 | -5.7 | 1.3e-08 | 0.29 | 0.02 | 0.22 | TRUE |
32 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | ADSL | 0.09 | 0.03 | lasso | 3 | 0.01 | 7.7e-02 | -6.2 | -8.7 | 5.0e-18 | 0.44 | 0.01 | 0.62 | FALSE |
33 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | TNRC6B | 0.12 | 0.05 | lasso | 4 | 0.05 | 4.2e-03 | -10.1 | -8.3 | 1.4e-16 | 0.54 | 0.00 | 0.98 | FALSE |
34 | The Cancer Genome Atlas | Soft Tissue Sarcoma | ADSL | 0.14 | 0.05 | lasso | 3 | 0.06 | 1.5e-04 | -5.7 | -8.2 | 2.7e-16 | 0.43 | 0.17 | 0.72 | TRUE |
35 | The Cancer Genome Atlas | Stomach Adenocarcinoma | ADSL | 0.04 | 0.00 | blup | 33 | 0.03 | 2.6e-03 | -8.5 | -8.1 | 7.5e-16 | 0.42 | 0.07 | 0.17 | TRUE |
36 | The Cancer Genome Atlas | Stomach Adenocarcinoma | MKL1 | 0.05 | 0.01 | blup | 95 | 0.02 | 2.2e-02 | 6.4 | -11.1 | 1.2e-28 | 0.66 | 0.12 | 0.16 | TRUE |
37 | The Cancer Genome Atlas | Thyroid Carcinoma | PLA2G6 | 0.03 | 0.02 | lasso | 2 | 0.03 | 6.5e-04 | 5.5 | 5.5 | 3.0e-08 | 0.02 | 0.09 | 0.14 | FALSE |