Best TWAS P=6.27e-15 · Best GWAS P=1.28e-15 conditioned to 0.87
# | 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 | Adipose Subcutaneous | POLI | 0.55 | 0.37 | lasso | 5 | 0.44 | 7.6e-40 | 6.4 | -5.6 | 1.9e-08 | -0.64 | 0.99 | 0.01 | FALSE |
2 | GTEx | Adipose Visceral Omentum | POLI | 0.36 | 0.34 | enet | 26 | 0.34 | 3.5e-18 | 6.4 | -5.5 | 4.8e-08 | -0.65 | 0.99 | 0.01 | FALSE |
3 | GTEx | Artery Aorta | POLI | 0.26 | 0.23 | lasso | 6 | 0.23 | 5.4e-13 | 6.4 | -6.2 | 6.5e-10 | -0.61 | 0.96 | 0.04 | FALSE |
4 | GTEx | Artery Tibial | POLI | 0.50 | 0.31 | lasso | 8 | 0.36 | 2.5e-29 | 6.4 | -6.0 | 1.7e-09 | -0.63 | 0.99 | 0.01 | FALSE |
5 | GTEx | Brain Cerebellar Hemisphere | POLI | 0.48 | 0.38 | lasso | 7 | 0.34 | 1.3e-09 | 6.4 | -6.9 | 4.3e-12 | -0.68 | 0.54 | 0.41 | FALSE |
6 | GTEx | Brain Cerebellum | POLI | 0.52 | 0.32 | lasso | 5 | 0.34 | 8.8e-11 | 6.4 | -6.7 | 1.8e-11 | -0.63 | 0.68 | 0.28 | FALSE |
7 | GTEx | Brain Frontal Cortex BA9 | POLI | 0.21 | 0.14 | lasso | 5 | 0.16 | 6.4e-05 | -5.3 | -6.0 | 2.0e-09 | -0.49 | 0.24 | 0.18 | FALSE |
8 | GTEx | Brain Putamen basal ganglia | POLI | 0.24 | 0.10 | enet | 22 | 0.21 | 8.9e-06 | -5.4 | -6.0 | 2.3e-09 | -0.63 | 0.08 | 0.45 | FALSE |
9 | GTEx | Breast Mammary Tissue | POLI | 0.33 | 0.28 | lasso | 7 | 0.32 | 6.8e-17 | 6.4 | -5.8 | 6.3e-09 | -0.61 | 0.98 | 0.02 | FALSE |
10 | GTEx | Breast Mammary Tissue (Male) | POLI | 0.31 | 0.35 | lasso | 3 | 0.32 | 4.5e-08 | 6.4 | -6.4 | 1.9e-10 | -0.67 | 0.11 | 0.84 | FALSE |
11 | GTEx | Cells EBV-transformed lymphocytes | POLI | 0.33 | 0.30 | lasso | 5 | 0.34 | 1.0e-11 | 6.4 | -6.6 | 3.0e-11 | -0.63 | 0.85 | 0.12 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | POLI | 0.46 | 0.36 | enet | 18 | 0.36 | 9.9e-28 | 6.4 | -7.0 | 2.3e-12 | -0.77 | 0.99 | 0.01 | FALSE |
13 | GTEx | Colon Transverse | POLI | 0.24 | 0.26 | lasso | 4 | 0.25 | 4.5e-12 | 6.4 | -6.0 | 2.5e-09 | -0.65 | 0.84 | 0.16 | FALSE |
14 | GTEx | Esophagus Gastroesophageal Junction | POLI | 0.21 | 0.19 | lasso | 4 | 0.30 | 2.0e-11 | -5.4 | -6.3 | 3.0e-10 | -0.57 | 0.86 | 0.13 | FALSE |
15 | GTEx | Esophagus Mucosa | POLI | 0.42 | 0.26 | lasso | 5 | 0.29 | 1.2e-19 | 6.4 | -5.7 | 1.0e-08 | -0.64 | 0.99 | 0.01 | FALSE |
16 | GTEx | Esophagus Muscularis | POLI | 0.30 | 0.20 | lasso | 7 | 0.29 | 4.3e-18 | -5.3 | -6.1 | 1.4e-09 | -0.58 | 1.00 | 0.00 | FALSE |
17 | GTEx | Heart Atrial Appendage | POLI | 0.29 | 0.26 | enet | 12 | 0.28 | 3.8e-13 | 6.4 | -6.3 | 2.2e-10 | -0.61 | 0.97 | 0.03 | FALSE |
18 | GTEx | Heart Left Ventricle | POLI | 0.12 | 0.09 | lasso | 10 | 0.10 | 6.7e-06 | 6.4 | -5.6 | 1.8e-08 | -0.61 | 0.64 | 0.12 | FALSE |
19 | GTEx | Lung | POLI | 0.39 | 0.31 | lasso | 5 | 0.35 | 2.1e-27 | 6.4 | -6.2 | 4.2e-10 | -0.62 | 0.99 | 0.01 | FALSE |
20 | GTEx | Nerve Tibial | POLI | 0.48 | 0.32 | enet | 30 | 0.39 | 4.6e-29 | 6.4 | -5.4 | 7.5e-08 | -0.60 | 0.99 | 0.01 | FALSE |
21 | GTEx | Prostate | POLI | 0.28 | 0.03 | enet | 21 | 0.12 | 8.0e-04 | -5.4 | -5.3 | 1.1e-07 | -0.55 | 0.06 | 0.25 | FALSE |
22 | GTEx | Spleen | POLI | 0.44 | 0.26 | lasso | 3 | 0.36 | 3.4e-10 | -5.4 | -6.5 | 8.1e-11 | -0.57 | 0.34 | 0.60 | FALSE |
23 | GTEx | Stomach | POLI | 0.21 | 0.19 | enet | 13 | 0.20 | 5.3e-10 | -5.4 | -5.6 | 2.2e-08 | -0.52 | 0.94 | 0.05 | FALSE |
24 | GTEx | Testis | POLI | 0.32 | 0.25 | lasso | 4 | 0.23 | 1.4e-10 | 6.4 | -6.6 | 2.9e-11 | -0.65 | 0.94 | 0.06 | FALSE |
25 | GTEx | Thyroid | POLI | 0.47 | 0.37 | enet | 14 | 0.44 | 3.3e-36 | 6.4 | -5.9 | 4.1e-09 | -0.62 | 0.99 | 0.01 | FALSE |
26 | GTEx | Thyroid | MBD2 | 0.08 | 0.07 | enet | 11 | 0.05 | 7.2e-05 | -4.2 | 5.3 | 1.1e-07 | 0.29 | 0.68 | 0.02 | FALSE |
27 | GTEx | Vagina | POLI | 0.22 | 0.11 | enet | 16 | 0.17 | 9.3e-05 | 7.4 | -5.8 | 6.7e-09 | -0.73 | 0.03 | 0.69 | FALSE |
28 | GTEx | Whole Blood | POLI | 0.05 | 0.04 | enet | 8 | 0.05 | 1.6e-05 | 6.4 | -6.8 | 1.4e-11 | -0.59 | 0.52 | 0.33 | FALSE |
29 | METSIM | Adipose | POLI | 0.23 | 0.27 | enet | 25 | 0.27 | 2.8e-40 | 6.4 | -5.8 | 8.3e-09 | -0.64 | 1.00 | 0.00 | FALSE |
30 | NTR | Blood | POLI | 0.09 | 0.05 | enet | 19 | 0.07 | 9.2e-22 | 6.4 | -6.3 | 2.5e-10 | -0.60 | 1.00 | 0.00 | FALSE |
31 | YFS | Blood | POLI | 0.05 | 0.05 | lasso | 3 | 0.05 | 1.1e-15 | 6.4 | -6.9 | 4.9e-12 | -0.66 | 0.97 | 0.03 | FALSE |
32 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | POLI | 0.18 | 0.12 | lasso | 3 | 0.11 | 8.2e-10 | 6.4 | -6.3 | 2.3e-10 | -0.68 | 0.96 | 0.04 | FALSE |
33 | The Cancer Genome Atlas | Breast Invasive Carcinoma | POLI | 0.11 | 0.11 | lasso | 4 | 0.11 | 2.1e-22 | 6.4 | -6.9 | 3.9e-12 | -0.69 | 0.99 | 0.01 | FALSE |
34 | The Cancer Genome Atlas | Colon Adenocarcinoma | POLI | 0.13 | 0.07 | blup | 43 | 0.06 | 3.3e-04 | 8.0 | -5.6 | 1.6e-08 | -0.77 | 0.00 | 0.99 | FALSE |
35 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | POLI | 0.16 | 0.13 | lasso | 3 | 0.13 | 2.0e-14 | 6.4 | -6.6 | 4.6e-11 | -0.72 | 0.91 | 0.09 | FALSE |
36 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | POLI | 0.18 | 0.16 | enet | 4 | 0.16 | 1.4e-17 | 6.4 | -6.9 | 4.3e-12 | -0.72 | 0.99 | 0.01 | FALSE |
37 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | POLI | 0.10 | 0.04 | blup | 43 | 0.05 | 8.4e-04 | 6.4 | -6.0 | 2.1e-09 | -0.68 | 0.02 | 0.87 | FALSE |
38 | The Cancer Genome Atlas | Brain Lower Grade Glioma | POLI | 0.20 | 0.17 | lasso | 6 | 0.18 | 3.6e-20 | 6.4 | -5.4 | 8.0e-08 | -0.64 | 0.99 | 0.01 | FALSE |
39 | The Cancer Genome Atlas | Lung Adenocarcinoma | POLI | 0.08 | 0.07 | blup | 43 | 0.08 | 7.1e-10 | 6.4 | -7.4 | 1.7e-13 | -0.78 | 0.10 | 0.90 | FALSE |
40 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | POLI | 0.11 | 0.07 | blup | 43 | 0.09 | 4.5e-10 | 6.4 | -6.5 | 9.7e-11 | -0.81 | 0.01 | 0.99 | FALSE |
41 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | POLI | 0.23 | 0.15 | lasso | 4 | 0.16 | 6.0e-11 | 6.4 | -7.8 | 6.3e-15 | -0.86 | 0.02 | 0.98 | TRUE |
42 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | POLI | 0.20 | 0.17 | lasso | 4 | 0.14 | 1.6e-06 | 6.4 | -7.1 | 1.7e-12 | -0.72 | 0.06 | 0.92 | FALSE |
43 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | POLI | 0.27 | 0.16 | enet | 23 | 0.16 | 8.8e-07 | 6.4 | -6.2 | 4.2e-10 | -0.70 | 0.05 | 0.92 | FALSE |
44 | The Cancer Genome Atlas | Prostate Adenocarcinoma | POLI | 0.16 | 0.17 | lasso | 7 | 0.17 | 3.5e-17 | 6.4 | -6.6 | 3.5e-11 | -0.71 | 0.98 | 0.02 | FALSE |
45 | The Cancer Genome Atlas | Rectum Adenocarcinoma | POLI | 0.20 | 0.03 | blup | 43 | 0.05 | 3.3e-02 | 6.4 | -6.1 | 8.3e-10 | -0.59 | 0.01 | 0.13 | FALSE |
46 | The Cancer Genome Atlas | Soft Tissue Sarcoma | POLI | 0.10 | 0.07 | lasso | 2 | 0.06 | 2.7e-04 | 6.4 | -6.4 | 1.4e-10 | -0.68 | 0.10 | 0.16 | FALSE |
47 | The Cancer Genome Atlas | Stomach Adenocarcinoma | POLI | 0.13 | 0.11 | enet | 5 | 0.11 | 1.8e-08 | 6.4 | -5.5 | 4.5e-08 | -0.67 | 0.91 | 0.08 | TRUE |
48 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | POLI | 0.14 | 0.05 | lasso | 3 | 0.04 | 1.1e-02 | 6.4 | -6.6 | 3.4e-11 | -0.65 | 0.06 | 0.26 | FALSE |
49 | The Cancer Genome Atlas | Thyroid Carcinoma | POLI | 0.24 | 0.28 | lasso | 2 | 0.28 | 7.3e-27 | 6.4 | -6.4 | 1.9e-10 | -0.67 | 0.99 | 0.01 | FALSE |