Best TWAS P=8.84e-10 · Best GWAS P=1.28e-09 conditioned to 1
# | 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 | GTEx | Artery Aorta | RNF123 | 0.23 | -0.01 | enet | 35 | 0.04 | 3.3e-03 | 3.0 | -5.2 | 2.1e-07 | 0.45 | 0.07 | 0.48 | FALSE |
2 | GTEx | Artery Tibial | RNF123 | 0.08 | 0.08 | enet | 12 | 0.09 | 2.5e-07 | -4.0 | -5.5 | 3.3e-08 | 0.67 | 0.82 | 0.17 | FALSE |
3 | GTEx | Breast Mammary Tissue (Female) | RNF123 | 0.03 | 0.00 | lasso | 1 | 0.00 | 2.3e-01 | -5.9 | -5.9 | 3.6e-09 | 0.98 | 0.03 | 0.28 | FALSE |
4 | GTEx | Cells EBV-transformed lymphocytes | AMT | 0.07 | 0.07 | lasso | 1 | 0.01 | 1.5e-01 | -6.1 | 6.1 | 1.3e-09 | -1.00 | 0.03 | 0.84 | FALSE |
5 | GTEx | Colon Sigmoid | RNF123 | 0.22 | 0.10 | enet | 23 | 0.20 | 1.1e-07 | -6.0 | -6.0 | 1.9e-09 | 0.83 | 0.04 | 0.95 | FALSE |
6 | GTEx | Colon Sigmoid | GPX1 | 0.12 | 0.07 | enet | 24 | 0.09 | 6.2e-04 | -5.9 | -5.6 | 1.7e-08 | 0.96 | 0.03 | 0.95 | FALSE |
7 | GTEx | Esophagus Gastroesophageal Junction | RNF123 | 0.14 | 0.13 | enet | 30 | 0.10 | 2.3e-04 | -5.9 | -5.7 | 1.5e-08 | 0.91 | 0.03 | 0.96 | FALSE |
8 | GTEx | Esophagus Mucosa | NICN1-AS1 | 0.08 | 0.06 | enet | 20 | 0.05 | 3.6e-04 | -3.2 | 5.2 | 2.5e-07 | -0.77 | 0.15 | 0.83 | FALSE |
9 | GTEx | Skin Not Sun Exposed Suprapubic | UBA7 | 0.07 | 0.03 | lasso | 6 | 0.06 | 2.9e-04 | -6.1 | 6.1 | 9.5e-10 | -0.92 | 0.04 | 0.95 | FALSE |
10 | GTEx | Stomach | RNF123 | 0.23 | 0.12 | lasso | 15 | 0.16 | 4.6e-08 | -6.0 | -5.8 | 5.5e-09 | 0.85 | 0.04 | 0.96 | FALSE |
11 | The Cancer Genome Atlas | Breast Invasive Carcinoma | AMIGO3 | 0.01 | 0.00 | enet | 13 | 0.01 | 5.7e-03 | -5.9 | -5.5 | 3.1e-08 | 0.78 | 0.01 | 0.62 | FALSE |
12 | The Cancer Genome Atlas | Breast Invasive Carcinoma | GMPPB | 0.03 | 0.03 | enet | 12 | 0.03 | 3.0e-07 | -5.9 | -6.0 | 1.5e-09 | 0.91 | 0.01 | 0.99 | FALSE |
13 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | NAT6 | 0.10 | 0.00 | blup | 14 | 0.03 | 1.4e-02 | 3.0 | 5.5 | 2.8e-08 | 0.00 | 0.00 | 0.00 | TRUE |
14 | The Cancer Genome Atlas | Glioblastoma Multiforme | AMIGO3 | 0.18 | 0.02 | enet | 24 | 0.07 | 2.9e-03 | -5.9 | -5.2 | 2.2e-07 | 0.70 | 0.01 | 0.68 | FALSE |
15 | The Cancer Genome Atlas | Glioblastoma Multiforme | GMPPB | 0.15 | 0.09 | enet | 12 | 0.09 | 1.3e-03 | -5.9 | -6.0 | 2.6e-09 | 0.98 | 0.01 | 0.80 | FALSE |
16 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | GMPPB | 0.04 | 0.02 | lasso | 2 | 0.02 | 2.0e-03 | -5.9 | -5.2 | 1.5e-07 | 0.92 | 0.01 | 0.92 | FALSE |
17 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GMPPB | 0.04 | 0.04 | lasso | 3 | 0.04 | 2.3e-05 | -6.0 | -6.0 | 2.1e-09 | 0.98 | 0.01 | 0.99 | FALSE |
18 | The Cancer Genome Atlas | Brain Lower Grade Glioma | AMIGO3 | 0.11 | 0.09 | enet | 10 | 0.11 | 2.2e-12 | -5.9 | -5.7 | 1.5e-08 | 0.88 | 0.01 | 0.99 | FALSE |
19 | The Cancer Genome Atlas | Brain Lower Grade Glioma | GMPPB | 0.15 | 0.12 | enet | 17 | 0.13 | 1.2e-14 | -5.9 | -5.9 | 3.5e-09 | 0.92 | 0.01 | 0.99 | FALSE |
20 | The Cancer Genome Atlas | Lung Adenocarcinoma | AMIGO3 | 0.02 | 0.00 | blup | 40 | 0.00 | 3.0e-01 | -3.9 | -5.2 | 2.1e-07 | 0.68 | 0.04 | 0.36 | FALSE |
21 | The Cancer Genome Atlas | Lung Adenocarcinoma | GMPPB | 0.06 | 0.06 | lasso | 1 | 0.06 | 6.5e-08 | -5.9 | -5.9 | 2.8e-09 | 0.97 | 0.01 | 0.99 | FALSE |
22 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | GMPPB | 0.03 | 0.02 | enet | 13 | 0.02 | 1.3e-03 | -5.9 | -5.5 | 4.1e-08 | 0.85 | 0.01 | 0.82 | FALSE |
23 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | GMPPB | 0.04 | 0.02 | blup | 40 | 0.02 | 1.4e-02 | -3.9 | -5.4 | 5.8e-08 | 0.76 | 0.02 | 0.52 | FALSE |
24 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | GMPPB | 0.13 | 0.13 | enet | 10 | 0.12 | 1.6e-05 | -5.9 | -5.9 | 4.2e-09 | 0.98 | 0.01 | 0.98 | FALSE |
25 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | GMPPB | 0.13 | 0.08 | blup | 40 | 0.09 | 2.7e-04 | -5.9 | -5.9 | 2.9e-09 | 0.90 | 0.01 | 0.91 | FALSE |
26 | The Cancer Genome Atlas | Prostate Adenocarcinoma | AMIGO3 | 0.26 | 0.34 | lasso | 9 | 0.34 | 1.5e-36 | -5.9 | -5.9 | 3.5e-09 | 0.98 | 0.01 | 0.99 | FALSE |
27 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GMPPB | 0.38 | 0.53 | lasso | 9 | 0.53 | 1.2e-64 | -5.9 | -6.0 | 2.7e-09 | 0.98 | 0.01 | 0.99 | FALSE |
28 | The Cancer Genome Atlas | Prostate Adenocarcinoma | IP6K1 | 0.03 | 0.04 | blup | 55 | 0.04 | 9.2e-05 | -6.1 | -6.1 | 1.4e-09 | 0.94 | 0.01 | 0.98 | FALSE |
29 | The Cancer Genome Atlas | Thyroid Carcinoma | AMIGO3 | 0.08 | 0.07 | blup | 40 | 0.06 | 1.3e-06 | -5.9 | -6.1 | 1.0e-09 | 0.95 | 0.01 | 0.99 | FALSE |
30 | The Cancer Genome Atlas | Thyroid Carcinoma | GMPPB | 0.08 | 0.09 | lasso | 8 | 0.09 | 4.3e-09 | -6.0 | -6.1 | 8.8e-10 | 0.96 | 0.01 | 0.99 | TRUE |