Best TWAS P=1.02e-42 · Best GWAS P=5.49e-55 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 | INTS12 | 0.06 | 0.06 | enet | 5 | 0.05 | 2.9e-07 | 11.6 | -11.5 | 1.2e-30 | -0.29 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | TBCK | 0.05 | 0.04 | lasso | 5 | 0.04 | 2.3e-05 | -5.4 | 5.7 | 1.5e-08 | -0.02 | 0.89 | 0.00 | TRUE |
3 | GTEx | Adipose Subcutaneous | PPA2 | 0.15 | 0.02 | enet | 36 | 0.06 | 7.0e-06 | 3.3 | -8.2 | 3.7e-16 | -0.16 | 0.27 | 0.11 | TRUE |
4 | GTEx | Adipose Subcutaneous | GSTCD | 0.08 | 0.07 | lasso | 8 | 0.07 | 2.9e-06 | 9.9 | 12.0 | 3.3e-33 | 0.40 | 0.96 | 0.01 | FALSE |
5 | GTEx | Adrenal Gland | INTS12 | 0.23 | 0.02 | enet | 21 | 0.04 | 1.4e-02 | 2.7 | -10.0 | 1.2e-23 | -0.37 | 0.18 | 0.08 | TRUE |
6 | GTEx | Artery Aorta | PPA2 | 0.11 | -0.01 | enet | 24 | 0.01 | 1.6e-01 | -12.3 | -10.0 | 1.6e-23 | -0.16 | 0.10 | 0.04 | FALSE |
7 | GTEx | Artery Aorta | INTS12 | 0.13 | 0.14 | lasso | 3 | 0.14 | 6.5e-08 | 10.1 | -10.3 | 7.6e-25 | -0.29 | 0.95 | 0.00 | FALSE |
8 | GTEx | Artery Aorta | NPNT | 0.28 | 0.01 | enet | 45 | 0.05 | 7.4e-04 | 5.7 | 6.7 | 3.0e-11 | 0.07 | 0.15 | 0.13 | TRUE |
9 | GTEx | Brain Cortex | PPA2 | 0.14 | 0.09 | lasso | 9 | 0.09 | 1.6e-03 | -8.4 | -8.5 | 1.7e-17 | -0.07 | 0.13 | 0.08 | TRUE |
10 | GTEx | Breast Mammary Tissue | PPA2 | 0.26 | 0.06 | lasso | 5 | 0.04 | 2.7e-03 | 2.8 | -5.4 | 6.9e-08 | -0.11 | 0.17 | 0.04 | TRUE |
11 | GTEx | Cells EBV-transformed lymphocytes | GSTCD | 0.16 | 0.07 | lasso | 17 | 0.03 | 4.3e-02 | 9.9 | 10.4 | 2.2e-25 | 0.30 | 0.39 | 0.04 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | INTS12 | 0.15 | 0.16 | lasso | 9 | 0.17 | 9.5e-13 | 9.9 | -10.9 | 1.4e-27 | -0.29 | 1.00 | 0.00 | FALSE |
13 | GTEx | Esophagus Gastroesophageal Junction | PPA2 | 0.29 | 0.15 | lasso | 5 | 0.14 | 8.8e-06 | -12.3 | -10.6 | 3.1e-26 | -0.05 | 0.58 | 0.02 | TRUE |
14 | GTEx | Esophagus Mucosa | PPA2 | 0.18 | 0.06 | enet | 14 | 0.12 | 2.5e-08 | 8.4 | -9.2 | 4.3e-20 | -0.03 | 0.94 | 0.00 | TRUE |
15 | GTEx | Esophagus Muscularis | INTS12 | 0.12 | 0.10 | lasso | 15 | 0.10 | 1.3e-06 | 11.3 | -10.6 | 2.9e-26 | -0.29 | 0.98 | 0.00 | FALSE |
16 | GTEx | Heart Atrial Appendage | PPA2 | 0.15 | 0.05 | lasso | 7 | 0.06 | 7.4e-04 | -8.4 | -8.2 | 3.0e-16 | -0.06 | 0.37 | 0.03 | TRUE |
17 | GTEx | Lung | PPA2 | 0.09 | 0.02 | enet | 16 | 0.03 | 1.4e-03 | 5.7 | -7.9 | 2.0e-15 | 0.13 | 0.27 | 0.06 | TRUE |
18 | GTEx | Muscle Skeletal | PPA2 | 0.19 | 0.06 | enet | 28 | 0.11 | 8.7e-11 | -8.0 | -5.7 | 1.0e-08 | -0.04 | 1.00 | 0.00 | TRUE |
19 | GTEx | Nerve Tibial | GSTCD | 0.09 | 0.03 | enet | 16 | 0.02 | 1.3e-02 | 9.8 | 12.2 | 2.8e-34 | 0.40 | 0.57 | 0.04 | FALSE |
20 | GTEx | Pituitary | GSTCD | 0.28 | 0.14 | lasso | 5 | 0.09 | 2.8e-03 | 10.1 | 10.3 | 9.1e-25 | 0.30 | 0.35 | 0.04 | FALSE |
21 | GTEx | Skin Sun Exposed Lower leg | GSTCD | 0.08 | 0.02 | lasso | 6 | 0.01 | 3.8e-02 | 10.3 | 12.8 | 1.4e-37 | 0.46 | 0.78 | 0.03 | FALSE |
22 | GTEx | Thyroid | INTS12 | 0.07 | 0.05 | lasso | 7 | 0.03 | 1.2e-03 | 11.3 | -11.5 | 2.3e-30 | -0.29 | 0.86 | 0.01 | FALSE |
23 | METSIM | Adipose | INTS12 | 0.05 | 0.02 | blup | 479 | 0.02 | 3.6e-04 | 11.4 | -7.6 | 3.3e-14 | -0.53 | 0.06 | 0.88 | TRUE |
24 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | INTS12 | 0.04 | 0.03 | blup | 51 | 0.04 | 3.9e-04 | 9.9 | -12.6 | 3.3e-36 | -0.41 | 0.01 | 0.96 | TRUE |
25 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ARHGEF38 | 0.02 | 0.01 | blup | 82 | 0.01 | 2.0e-03 | 3.2 | -5.3 | 1.4e-07 | -0.24 | 0.01 | 0.19 | TRUE |
26 | The Cancer Genome Atlas | Breast Invasive Carcinoma | INTS12 | 0.04 | 0.03 | blup | 49 | 0.04 | 7.1e-08 | 10.1 | -12.0 | 4.1e-33 | -0.35 | 0.01 | 0.99 | FALSE |
27 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | INTS12 | 0.12 | 0.06 | blup | 50 | 0.08 | 1.2e-04 | 11.3 | -12.4 | 1.7e-35 | -0.38 | 0.01 | 0.98 | FALSE |
28 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | INTS12 | 0.03 | 0.02 | blup | 49 | 0.02 | 6.4e-03 | 11.3 | -13.2 | 1.3e-39 | -0.40 | 0.01 | 0.86 | FALSE |
29 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | INTS12 | 0.08 | 0.10 | lasso | 2 | 0.10 | 2.9e-11 | 11.4 | -11.4 | 7.1e-30 | -0.29 | 0.01 | 0.99 | FALSE |
30 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PPA2 | 0.11 | 0.03 | blup | 84 | 0.03 | 4.7e-04 | -7.2 | -7.1 | 1.6e-12 | 0.00 | 0.44 | 0.23 | FALSE |
31 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | INTS12 | 0.32 | 0.00 | blup | 49 | 0.06 | 1.8e-04 | 10.1 | -13.7 | 1.0e-42 | -0.46 | 0.01 | 0.80 | TRUE |
32 | The Cancer Genome Atlas | Brain Lower Grade Glioma | GSTCD | 0.07 | 0.05 | lasso | 4 | 0.04 | 6.6e-05 | 11.6 | 12.1 | 6.0e-34 | 0.33 | 0.81 | 0.02 | FALSE |
33 | The Cancer Genome Atlas | Brain Lower Grade Glioma | NPNT | 0.04 | 0.05 | enet | 6 | 0.04 | 6.3e-05 | -5.2 | 7.5 | 9.7e-14 | -0.02 | 0.61 | 0.01 | TRUE |
34 | The Cancer Genome Atlas | Lung Adenocarcinoma | INTS12 | 0.08 | 0.10 | enet | 11 | 0.10 | 9.9e-12 | 11.3 | -11.4 | 4.4e-30 | -0.32 | 0.01 | 0.99 | FALSE |
35 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | INTS12 | 0.03 | 0.01 | blup | 49 | 0.03 | 6.0e-03 | 10.8 | -12.1 | 1.1e-33 | -0.47 | 0.02 | 0.64 | TRUE |
36 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | INTS12 | 0.22 | 0.15 | lasso | 6 | 0.16 | 2.3e-07 | 9.9 | -9.7 | 3.3e-22 | -0.25 | 0.02 | 0.96 | FALSE |
37 | The Cancer Genome Atlas | Prostate Adenocarcinoma | INTS12 | 0.15 | 0.11 | lasso | 3 | 0.17 | 2.1e-17 | 9.9 | -11.9 | 9.9e-33 | -0.44 | 0.06 | 0.94 | FALSE |
38 | The Cancer Genome Atlas | Stomach Adenocarcinoma | GSTCD | 0.04 | 0.06 | lasso | 1 | 0.05 | 9.1e-05 | 11.6 | 11.6 | 3.4e-31 | 0.30 | 0.32 | 0.03 | FALSE |
39 | The Cancer Genome Atlas | Thyroid Carcinoma | INTS12 | 0.11 | 0.09 | blup | 49 | 0.11 | 1.3e-10 | 11.3 | -12.4 | 2.5e-35 | -0.41 | 0.01 | 0.99 | FALSE |
40 | The Cancer Genome Atlas | Thyroid Carcinoma | PPA2 | 0.04 | 0.02 | blup | 84 | 0.04 | 6.1e-05 | -8.0 | -6.5 | 1.2e-10 | -0.07 | 0.38 | 0.06 | FALSE |