Best TWAS P=1.25e-19 · Best GWAS P=1.79e-15 conditioned to 0.000242
# | 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 | SENP7 | 0.22 | 0.10 | enet | 45 | 0.16 | 1.2e-19 | -7.9 | 5.7 | 1.2e-08 | -0.70 | 0.03 | 0.97 | FALSE |
2 | GTEx | Adipose Subcutaneous | SENP7 | 0.10 | 0.11 | enet | 30 | 0.10 | 1.9e-08 | -7.9 | 8.0 | 1.4e-15 | -0.96 | 0.03 | 0.97 | FALSE |
3 | GTEx | Adrenal Gland | SENP7 | 0.11 | 0.06 | lasso | 5 | 0.03 | 4.0e-02 | -7.8 | 6.7 | 1.7e-11 | -0.95 | 0.04 | 0.79 | FALSE |
4 | GTEx | Artery Coronary | SENP7 | 0.11 | 0.02 | enet | 40 | 0.01 | 1.8e-01 | -7.1 | 8.5 | 1.3e-17 | -0.79 | 0.06 | 0.84 | FALSE |
5 | GTEx | Artery Tibial | SENP7 | 0.17 | 0.15 | enet | 43 | 0.20 | 9.6e-16 | -6.8 | 7.6 | 3.5e-14 | -0.89 | 0.04 | 0.96 | FALSE |
6 | GTEx | Artery Tibial | RP11-49I4.3 | 0.07 | 0.03 | lasso | 5 | 0.05 | 4.6e-05 | -7.9 | 8.5 | 1.5e-17 | -0.87 | 0.04 | 0.95 | FALSE |
7 | GTEx | Brain Caudate basal ganglia | PDCL3P4 | 0.34 | 0.32 | lasso | 6 | 0.34 | 1.7e-10 | -6.8 | -7.0 | 2.4e-12 | 0.47 | 0.94 | 0.06 | FALSE |
8 | GTEx | Brain Cerebellar Hemisphere | PDCL3P4 | 0.30 | 0.37 | enet | 21 | 0.38 | 1.3e-10 | -6.8 | -7.1 | 9.9e-13 | 0.50 | 0.96 | 0.04 | FALSE |
9 | GTEx | Brain Cerebellum | PDCL3P4 | 0.28 | 0.40 | enet | 21 | 0.41 | 3.2e-13 | -6.8 | -7.2 | 8.1e-13 | 0.49 | 0.97 | 0.03 | FALSE |
10 | GTEx | Brain Cortex | PDCL3P4 | 0.26 | 0.18 | lasso | 10 | 0.17 | 2.4e-05 | -6.8 | -6.7 | 1.6e-11 | 0.45 | 0.74 | 0.05 | FALSE |
11 | GTEx | Brain Cortex | RP11-49I4.3 | 0.30 | 0.00 | lasso | 7 | 0.04 | 3.7e-02 | -6.8 | 5.5 | 2.9e-08 | -0.47 | 0.05 | 0.15 | FALSE |
12 | GTEx | Brain Frontal Cortex BA9 | PDCL3P4 | 0.28 | 0.20 | lasso | 10 | 0.14 | 1.6e-04 | -6.8 | -7.5 | 5.7e-14 | 0.47 | 0.28 | 0.57 | FALSE |
13 | GTEx | Brain Hippocampus | PDCL3P4 | 0.27 | 0.24 | lasso | 5 | 0.28 | 2.7e-07 | -6.8 | -6.8 | 1.1e-11 | 0.43 | 0.44 | 0.38 | FALSE |
14 | GTEx | Brain Hypothalamus | PDCL3P4 | 0.45 | 0.24 | lasso | 4 | 0.21 | 1.1e-05 | -7.0 | -7.0 | 2.1e-12 | 0.60 | 0.09 | 0.72 | FALSE |
15 | GTEx | Brain Nucleus accumbens basal ganglia | PDCL3P4 | 0.22 | 0.29 | lasso | 7 | 0.29 | 1.9e-08 | -6.8 | -7.2 | 8.8e-13 | 0.49 | 0.81 | 0.13 | FALSE |
16 | GTEx | Brain Putamen basal ganglia | PDCL3P4 | 0.25 | 0.42 | enet | 13 | 0.42 | 3.5e-11 | -6.8 | -6.9 | 6.0e-12 | 0.47 | 0.95 | 0.04 | FALSE |
17 | GTEx | Cells EBV-transformed lymphocytes | SENP7 | 0.30 | 0.08 | enet | 40 | 0.22 | 9.2e-08 | -7.9 | 5.8 | 7.8e-09 | -0.87 | 0.04 | 0.96 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | SENP7 | 0.16 | 0.05 | lasso | 6 | 0.08 | 2.4e-06 | 1.5 | 5.9 | 4.2e-09 | -0.71 | 0.05 | 0.94 | FALSE |
19 | GTEx | Colon Sigmoid | SENP7 | 0.10 | 0.09 | lasso | 3 | 0.13 | 2.2e-05 | -6.8 | 7.2 | 5.8e-13 | -0.69 | 0.13 | 0.68 | FALSE |
20 | GTEx | Esophagus Gastroesophageal Junction | SENP7 | 0.17 | 0.14 | lasso | 8 | 0.14 | 1.4e-05 | -6.8 | 6.8 | 8.6e-12 | -0.49 | 0.53 | 0.31 | FALSE |
21 | GTEx | Esophagus Gastroesophageal Junction | RP11-49I4.3 | 0.16 | 0.01 | enet | 8 | 0.03 | 2.5e-02 | -6.9 | 7.1 | 1.7e-12 | -0.54 | 0.11 | 0.27 | FALSE |
22 | GTEx | Esophagus Mucosa | SENP7 | 0.11 | 0.04 | lasso | 2 | 0.06 | 7.4e-05 | -7.8 | 7.8 | 4.9e-15 | -1.00 | 0.03 | 0.96 | FALSE |
23 | GTEx | Esophagus Muscularis | SENP7 | 0.10 | 0.07 | enet | 13 | 0.08 | 2.1e-05 | -6.8 | 6.9 | 3.9e-12 | -0.58 | 0.91 | 0.07 | FALSE |
24 | GTEx | Esophagus Muscularis | NXPE3 | 0.13 | 0.12 | lasso | 4 | 0.11 | 2.7e-07 | -6.8 | 5.5 | 2.8e-08 | -0.42 | 0.98 | 0.02 | FALSE |
25 | GTEx | Esophagus Muscularis | RP11-49I4.3 | 0.09 | 0.12 | lasso | 2 | 0.09 | 5.9e-06 | -6.9 | 6.5 | 5.9e-11 | -0.45 | 0.96 | 0.02 | FALSE |
26 | GTEx | Heart Atrial Appendage | ZBTB11 | 0.11 | 0.03 | enet | 25 | 0.03 | 1.5e-02 | 5.7 | 6.2 | 6.1e-10 | -0.39 | 0.14 | 0.24 | FALSE |
27 | GTEx | Heart Atrial Appendage | SENP7 | 0.18 | 0.19 | lasso | 7 | 0.23 | 1.6e-10 | -6.8 | 8.0 | 8.6e-16 | -0.93 | 0.04 | 0.96 | FALSE |
28 | GTEx | Heart Atrial Appendage | PDCL3P4 | 0.14 | 0.19 | lasso | 2 | 0.18 | 2.3e-08 | -6.7 | -6.8 | 1.5e-11 | 0.46 | 0.98 | 0.02 | FALSE |
29 | GTEx | Heart Left Ventricle | PDCL3P4 | 0.11 | 0.03 | enet | 14 | 0.02 | 2.2e-02 | -6.8 | -8.2 | 3.2e-16 | 0.51 | 0.32 | 0.29 | FALSE |
30 | GTEx | Lung | SENP7 | 0.11 | 0.09 | lasso | 6 | 0.09 | 2.8e-07 | -6.8 | 7.2 | 8.5e-13 | -0.88 | 0.04 | 0.96 | FALSE |
31 | GTEx | Muscle Skeletal | SENP7 | 0.10 | 0.03 | enet | 22 | 0.03 | 1.1e-03 | 1.2 | 6.0 | 2.2e-09 | -0.45 | 0.23 | 0.67 | FALSE |
32 | GTEx | Muscle Skeletal | PDCL3P4 | 0.07 | 0.08 | enet | 21 | 0.07 | 2.5e-07 | -6.8 | -7.2 | 8.0e-13 | 0.64 | 0.93 | 0.07 | FALSE |
33 | GTEx | Nerve Tibial | SENP7 | 0.20 | 0.17 | lasso | 5 | 0.18 | 2.0e-12 | -7.0 | 7.0 | 3.4e-12 | -0.81 | 0.09 | 0.91 | FALSE |
34 | GTEx | Nerve Tibial | NXPE3 | 0.13 | 0.02 | lasso | 6 | 0.04 | 4.6e-04 | 5.3 | -7.3 | 3.5e-13 | 0.33 | 0.61 | 0.08 | FALSE |
35 | GTEx | Nerve Tibial | PDCL3P4 | 0.16 | 0.06 | enet | 32 | 0.09 | 5.9e-07 | -7.0 | -9.1 | 1.3e-19 | 0.54 | 0.36 | 0.61 | TRUE |
36 | GTEx | Pituitary | SENP7 | 0.14 | 0.15 | lasso | 2 | 0.15 | 1.3e-04 | -6.8 | 7.4 | 1.7e-13 | -0.62 | 0.12 | 0.73 | FALSE |
37 | GTEx | Pituitary | PDCL3P4 | 0.23 | 0.17 | lasso | 13 | 0.12 | 8.2e-04 | -6.8 | -6.2 | 4.3e-10 | 0.40 | 0.20 | 0.50 | FALSE |
38 | GTEx | Skin Not Sun Exposed Suprapubic | SENP7 | 0.14 | 0.08 | lasso | 6 | 0.11 | 8.0e-07 | -7.0 | 8.7 | 3.7e-18 | -0.78 | 0.07 | 0.92 | FALSE |
39 | GTEx | Skin Sun Exposed Lower leg | SENP7 | 0.07 | 0.03 | lasso | 3 | 0.05 | 5.6e-05 | -6.8 | 6.6 | 4.6e-11 | -0.77 | 0.05 | 0.94 | FALSE |
40 | GTEx | Spleen | SENP7 | 0.25 | 0.09 | enet | 43 | 0.09 | 3.3e-03 | 6.7 | 6.8 | 1.1e-11 | -0.79 | 0.05 | 0.88 | FALSE |
41 | GTEx | Stomach | SENP7 | 0.10 | 0.09 | lasso | 4 | 0.04 | 6.3e-03 | -7.9 | 7.9 | 3.1e-15 | -0.93 | 0.03 | 0.95 | FALSE |
42 | GTEx | Testis | CEP97 | 0.20 | 0.15 | lasso | 6 | 0.17 | 4.3e-08 | -6.8 | -6.6 | 3.0e-11 | 0.61 | 0.94 | 0.06 | FALSE |
43 | GTEx | Testis | PDCL3P4 | 0.28 | 0.27 | enet | 24 | 0.28 | 1.2e-12 | -6.8 | -7.5 | 9.4e-14 | 0.47 | 0.98 | 0.02 | FALSE |
44 | GTEx | Testis | ZBTB11-AS1 | 0.26 | 0.27 | enet | 27 | 0.25 | 1.8e-11 | -6.8 | -5.4 | 5.6e-08 | 0.46 | 0.99 | 0.01 | FALSE |
45 | GTEx | Thyroid | SENP7 | 0.07 | 0.02 | lasso | 4 | 0.02 | 1.3e-02 | -7.9 | 8.6 | 5.8e-18 | -0.87 | 0.03 | 0.96 | FALSE |
46 | GTEx | Thyroid | PDCL3P4 | 0.05 | 0.03 | lasso | 1 | 0.02 | 8.3e-03 | -6.8 | -6.8 | 8.8e-12 | 0.48 | 0.34 | 0.22 | FALSE |
47 | GTEx | Uterus | RP11-49I4.3 | 0.22 | 0.01 | lasso | 21 | 0.04 | 5.7e-02 | -7.8 | 6.4 | 1.9e-10 | -0.79 | 0.04 | 0.54 | FALSE |
48 | METSIM | Adipose | SENP7 | 0.05 | 0.05 | blup | 478 | 0.07 | 2.5e-10 | -7.8 | 6.7 | 1.8e-11 | -0.81 | 0.04 | 0.96 | FALSE |
49 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SENP7 | 0.04 | 0.05 | enet | 10 | 0.06 | 1.0e-11 | -7.9 | 5.8 | 7.6e-09 | -0.88 | 0.03 | 0.97 | FALSE |
50 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | SENP7 | 0.07 | 0.04 | enet | 20 | 0.08 | 5.6e-05 | -7.9 | 7.7 | 1.2e-14 | -0.85 | 0.03 | 0.88 | FALSE |
51 | The Cancer Genome Atlas | Colon Adenocarcinoma | SENP7 | 0.18 | 0.15 | enet | 24 | 0.18 | 1.0e-10 | -7.8 | 6.0 | 1.5e-09 | -0.88 | 0.03 | 0.97 | FALSE |
52 | The Cancer Genome Atlas | Glioblastoma Multiforme | LOC285359 | 0.17 | 0.12 | blup | 24 | 0.07 | 3.0e-03 | -6.8 | -6.5 | 9.4e-11 | 0.43 | 0.02 | 0.94 | FALSE |
53 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SENP7 | 0.04 | 0.03 | lasso | 2 | 0.03 | 1.3e-04 | -7.8 | 8.2 | 2.3e-16 | -0.94 | 0.03 | 0.96 | FALSE |
54 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SENP7 | 0.04 | 0.04 | lasso | 5 | 0.04 | 2.1e-05 | -7.9 | 7.7 | 1.0e-14 | -0.99 | 0.03 | 0.97 | FALSE |
55 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SENP7 | 0.04 | 0.02 | blup | 84 | 0.03 | 4.6e-03 | -6.8 | 7.0 | 3.7e-12 | -0.96 | 0.03 | 0.78 | FALSE |
56 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LOC285359 | 0.11 | 0.21 | lasso | 8 | 0.22 | 2.6e-24 | -6.8 | -6.8 | 8.9e-12 | 0.48 | 0.02 | 0.98 | FALSE |
57 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SENP7 | 0.02 | 0.03 | blup | 84 | 0.02 | 3.4e-03 | -7.9 | 7.8 | 7.5e-15 | -0.99 | 0.03 | 0.94 | FALSE |
58 | The Cancer Genome Atlas | Lung Adenocarcinoma | LOC285359 | 0.02 | 0.01 | lasso | 8 | 0.01 | 2.6e-02 | -6.8 | -5.6 | 2.6e-08 | 0.41 | 0.01 | 0.75 | FALSE |
59 | The Cancer Genome Atlas | Lung Adenocarcinoma | SENP7 | 0.04 | 0.05 | enet | 15 | 0.05 | 1.1e-06 | -7.9 | 5.8 | 8.3e-09 | -0.88 | 0.03 | 0.97 | FALSE |
60 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SENP7 | 0.04 | 0.02 | blup | 84 | 0.02 | 8.1e-04 | -7.8 | 6.0 | 1.7e-09 | -0.92 | 0.03 | 0.95 | FALSE |
61 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | SENP7 | 0.07 | 0.09 | lasso | 5 | 0.08 | 2.6e-06 | -7.8 | 7.8 | 7.7e-15 | -1.00 | 0.03 | 0.97 | FALSE |
62 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | LOC285359 | 0.21 | 0.04 | enet | 18 | 0.08 | 6.4e-04 | 5.3 | -7.3 | 2.1e-13 | 0.42 | 0.02 | 0.85 | FALSE |
63 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SENP7 | 0.10 | 0.10 | lasso | 14 | 0.10 | 7.6e-11 | -7.8 | 6.9 | 5.4e-12 | -0.92 | 0.03 | 0.97 | FALSE |
64 | The Cancer Genome Atlas | Rectum Adenocarcinoma | SENP7 | 0.15 | 0.07 | blup | 84 | 0.09 | 4.5e-03 | -6.8 | 6.0 | 2.6e-09 | -0.92 | 0.03 | 0.58 | FALSE |
65 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | LOC285359 | 0.12 | 0.06 | blup | 24 | 0.06 | 3.5e-03 | -7.0 | -6.5 | 8.2e-11 | 0.39 | 0.01 | 0.70 | FALSE |
66 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | SENP7 | 0.07 | 0.01 | blup | 84 | 0.04 | 2.1e-02 | -7.8 | 6.1 | 9.3e-10 | -0.93 | 0.03 | 0.70 | FALSE |
67 | The Cancer Genome Atlas | Thyroid Carcinoma | SENP7 | 0.14 | 0.12 | blup | 84 | 0.15 | 1.6e-14 | -7.9 | 5.7 | 1.3e-08 | -0.86 | 0.03 | 0.97 | FALSE |