Best TWAS P=1.47e-10 · Best GWAS P=2.03e-11 conditioned to 0.173
# | 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 | BRWD1 | 0.12 | 0.15 | lasso | 8 | 0.15 | 1.1e-17 | -5.5 | 5.6 | 1.7e-08 | 0.56 | 0.72 | 0.28 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | PSMG1 | 0.19 | 0.24 | enet | 30 | 0.26 | 2.0e-31 | 4.6 | 5.4 | 6.7e-08 | 0.84 | 0.98 | 0.02 | FALSE |
3 | GTEx | Adipose Subcutaneous | PSMG1 | 0.19 | 0.12 | enet | 26 | 0.13 | 4.1e-11 | -5.8 | 5.8 | 5.2e-09 | 0.72 | 0.40 | 0.60 | FALSE |
4 | GTEx | Adipose Visceral Omentum | BRWD1-IT2 | 0.13 | 0.01 | lasso | 3 | 0.02 | 2.4e-02 | -5.5 | -5.7 | 1.4e-08 | -0.59 | 0.31 | 0.59 | FALSE |
5 | GTEx | Artery Aorta | PSMG1 | 0.13 | 0.08 | lasso | 2 | 0.04 | 3.6e-03 | -5.2 | 5.2 | 1.6e-07 | 0.70 | 0.31 | 0.12 | FALSE |
6 | GTEx | Brain Hypothalamus | PSMG1 | 0.46 | 0.20 | lasso | 5 | 0.16 | 1.5e-04 | 4.8 | 5.3 | 1.2e-07 | 0.81 | 0.08 | 0.88 | FALSE |
7 | GTEx | Breast Mammary Tissue | PSMG1 | 0.28 | 0.26 | lasso | 4 | 0.23 | 5.2e-12 | -5.7 | 5.8 | 7.7e-09 | 0.64 | 0.38 | 0.62 | FALSE |
8 | GTEx | Breast Mammary Tissue (Female) | PSMG1 | 0.14 | 0.09 | lasso | 11 | 0.07 | 3.3e-03 | -5.7 | 6.1 | 9.3e-10 | 0.64 | 0.14 | 0.57 | FALSE |
9 | GTEx | Colon Transverse | PSMG1 | 0.23 | 0.19 | lasso | 5 | 0.22 | 1.4e-10 | 4.8 | 5.6 | 2.6e-08 | 0.82 | 0.70 | 0.30 | FALSE |
10 | GTEx | Esophagus Mucosa | PSMG1 | 0.37 | 0.38 | lasso | 5 | 0.37 | 6.4e-26 | -5.5 | 5.5 | 3.1e-08 | 0.59 | 0.48 | 0.52 | FALSE |
11 | GTEx | Esophagus Mucosa | HMGN1 | 0.11 | 0.08 | lasso | 4 | 0.07 | 2.6e-05 | -4.8 | 5.4 | 8.0e-08 | 0.66 | 0.59 | 0.34 | FALSE |
12 | GTEx | Esophagus Mucosa | BRWD1-IT2 | 0.08 | 0.06 | lasso | 5 | 0.06 | 3.9e-05 | -5.3 | -6.4 | 1.5e-10 | -0.88 | 0.04 | 0.95 | TRUE |
13 | GTEx | Esophagus Muscularis | PSMG1 | 0.15 | 0.10 | lasso | 4 | 0.07 | 3.9e-05 | -5.2 | 5.2 | 1.6e-07 | 0.70 | 0.71 | 0.27 | FALSE |
14 | GTEx | Heart Atrial Appendage | PSMG1 | 0.14 | 0.12 | lasso | 2 | 0.10 | 2.2e-05 | -5.2 | 5.2 | 1.6e-07 | 0.70 | 0.48 | 0.40 | FALSE |
15 | GTEx | Lung | PSMG1 | 0.12 | 0.13 | lasso | 5 | 0.12 | 3.4e-09 | -5.5 | 5.9 | 4.6e-09 | 0.78 | 0.47 | 0.53 | FALSE |
16 | GTEx | Muscle Skeletal | PSMG1 | 0.13 | 0.16 | enet | 15 | 0.19 | 7.1e-18 | -4.8 | 5.5 | 4.3e-08 | 0.81 | 0.81 | 0.19 | FALSE |
17 | GTEx | Skin Not Sun Exposed Suprapubic | PSMG1 | 0.26 | 0.34 | lasso | 5 | 0.34 | 2.1e-19 | -5.7 | 5.4 | 5.8e-08 | 0.50 | 0.46 | 0.54 | FALSE |
18 | GTEx | Skin Sun Exposed Lower leg | PSMG1 | 0.32 | 0.38 | lasso | 3 | 0.38 | 5.5e-33 | -5.7 | 5.7 | 1.4e-08 | 0.58 | 0.45 | 0.55 | FALSE |
19 | GTEx | Skin Sun Exposed Lower leg | BRWD1 | 0.09 | 0.05 | lasso | 8 | 0.04 | 4.9e-04 | -5.6 | 6.3 | 3.9e-10 | 0.58 | 0.08 | 0.79 | FALSE |
20 | GTEx | Stomach | BRWD1-IT2 | 0.16 | 0.10 | enet | 13 | 0.07 | 3.4e-04 | -6.0 | -5.2 | 1.7e-07 | -0.34 | 0.10 | 0.54 | TRUE |
21 | GTEx | Testis | HMGN1 | 0.21 | 0.22 | lasso | 3 | 0.21 | 9.7e-10 | -4.8 | 5.1 | 2.8e-07 | 0.71 | 0.85 | 0.15 | FALSE |
22 | GTEx | Vagina | PSMG1 | 0.40 | 0.16 | lasso | 8 | 0.20 | 2.1e-05 | 4.8 | 6.2 | 5.4e-10 | 0.74 | 0.15 | 0.70 | FALSE |
23 | METSIM | Adipose | PSMG1 | 0.05 | 0.01 | bslmm | 638 | 0.02 | 3.6e-04 | 6.7 | 6.0 | 1.7e-09 | 0.78 | 0.02 | 0.98 | FALSE |
24 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | HMGN1 | 0.07 | 0.12 | lasso | 5 | 0.09 | 6.2e-08 | -4.8 | 5.1 | 3.0e-07 | 0.68 | 0.22 | 0.78 | FALSE |
25 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HMGN1 | 0.04 | 0.05 | lasso | 4 | 0.05 | 5.9e-10 | -4.8 | 5.2 | 2.5e-07 | 0.70 | 0.25 | 0.75 | FALSE |
26 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PSMG1 | 0.05 | 0.09 | lasso | 4 | 0.08 | 1.7e-16 | -5.5 | 5.6 | 1.9e-08 | 0.62 | 0.01 | 0.99 | FALSE |
27 | The Cancer Genome Atlas | Colon Adenocarcinoma | PSMG1 | 0.09 | 0.05 | lasso | 2 | 0.03 | 6.5e-03 | -5.2 | 5.2 | 2.6e-07 | 0.70 | 0.02 | 0.64 | FALSE |
28 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PSMG1 | 0.04 | 0.04 | lasso | 2 | 0.03 | 2.5e-04 | -5.2 | 5.2 | 1.6e-07 | 0.70 | 0.04 | 0.87 | FALSE |
29 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PSMG1 | 0.08 | 0.07 | lasso | 4 | 0.06 | 1.4e-07 | 4.7 | 5.6 | 2.1e-08 | 0.86 | 0.16 | 0.84 | FALSE |
30 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | HMGN1 | 0.12 | 0.12 | enet | 7 | 0.12 | 1.9e-06 | -5.4 | 5.4 | 7.2e-08 | 0.64 | 0.02 | 0.98 | FALSE |
31 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | PSMG1 | 0.07 | 0.07 | blup | 61 | 0.04 | 6.3e-03 | -4.8 | 5.6 | 2.4e-08 | 0.76 | 0.02 | 0.87 | FALSE |
32 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PSMG1 | 0.04 | 0.04 | blup | 61 | 0.04 | 2.1e-05 | 4.7 | 5.7 | 1.4e-08 | 0.82 | 0.03 | 0.96 | FALSE |
33 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | PSMG1 | 0.11 | 0.10 | blup | 61 | 0.08 | 2.2e-04 | -5.7 | 5.2 | 2.4e-07 | 0.74 | 0.02 | 0.96 | FALSE |
34 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | HMGN1 | 0.12 | 0.13 | lasso | 4 | 0.12 | 2.2e-05 | -5.8 | 5.6 | 2.6e-08 | 0.60 | 0.00 | 0.98 | FALSE |
35 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | PSMG1 | 0.07 | 0.04 | blup | 61 | 0.06 | 1.7e-03 | -3.3 | 5.8 | 8.6e-09 | 0.71 | 0.02 | 0.92 | FALSE |
36 | The Cancer Genome Atlas | Stomach Adenocarcinoma | BRWD1 | 0.04 | 0.02 | blup | 97 | 0.03 | 2.3e-03 | -3.6 | 5.5 | 3.3e-08 | 0.63 | 0.09 | 0.18 | FALSE |
37 | The Cancer Genome Atlas | Thyroid Carcinoma | PSMG1 | 0.03 | 0.01 | blup | 61 | 0.02 | 9.1e-03 | -5.2 | 5.8 | 7.6e-09 | 0.70 | 0.02 | 0.66 | FALSE |