Best TWAS P=8.58e-24 · Best GWAS P=2.38e-20 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 | SENP7 | 0.22 | 0.10 | enet | 45 | 0.16 | 1.2e-19 | 6.99 | -8.0 | 1.2e-15 | -0.70 | 0.78 | 0.22 | FALSE |
2 | GTEx | Adipose Subcutaneous | SENP7 | 0.10 | 0.11 | enet | 30 | 0.10 | 1.9e-08 | 6.99 | -7.9 | 3.9e-15 | -0.59 | 0.99 | 0.01 | FALSE |
3 | GTEx | Adipose Visceral Omentum | ZBTB11-AS1 | 0.13 | 0.02 | lasso | 3 | 0.03 | 1.5e-02 | -8.49 | 6.3 | 3.6e-10 | 0.79 | 0.18 | 0.48 | FALSE |
4 | GTEx | Adrenal Gland | SENP7 | 0.11 | 0.06 | lasso | 5 | 0.03 | 4.0e-02 | 6.82 | -6.3 | 2.3e-10 | -0.37 | 0.10 | 0.46 | FALSE |
5 | GTEx | Artery Aorta | SENP7 | 0.11 | 0.03 | lasso | 5 | 0.04 | 4.7e-03 | 4.79 | -5.9 | 3.6e-09 | -0.59 | 0.35 | 0.25 | FALSE |
6 | GTEx | Artery Aorta | ZBTB11-AS1 | 0.19 | 0.13 | lasso | 6 | 0.12 | 5.3e-07 | -7.90 | 7.4 | 1.2e-13 | 0.74 | 0.72 | 0.25 | FALSE |
7 | GTEx | Artery Coronary | SENP7 | 0.11 | 0.02 | enet | 40 | 0.01 | 1.8e-01 | 6.01 | -5.2 | 1.8e-07 | -0.45 | 0.36 | 0.15 | FALSE |
8 | GTEx | Artery Tibial | SENP7 | 0.17 | 0.15 | enet | 43 | 0.20 | 9.6e-16 | 7.52 | -7.8 | 4.4e-15 | -0.66 | 0.99 | 0.01 | FALSE |
9 | GTEx | Artery Tibial | RP11-49I4.3 | 0.07 | 0.03 | lasso | 5 | 0.05 | 4.6e-05 | 7.01 | -6.8 | 8.6e-12 | -0.53 | 0.74 | 0.14 | FALSE |
10 | GTEx | Artery Tibial | ZBTB11-AS1 | 0.19 | 0.13 | enet | 14 | 0.14 | 7.7e-11 | -7.91 | 8.0 | 8.6e-16 | 0.70 | 0.98 | 0.02 | TRUE |
11 | GTEx | Brain Cerebellar Hemisphere | PDCL3P4 | 0.30 | 0.37 | enet | 21 | 0.38 | 1.3e-10 | 4.54 | 5.3 | 1.3e-07 | 0.48 | 0.99 | 0.00 | FALSE |
12 | GTEx | Brain Cortex | TRMT10C | 0.18 | 0.01 | enet | 23 | 0.02 | 6.9e-02 | 1.13 | 5.4 | 6.2e-08 | 0.20 | 0.06 | 0.17 | FALSE |
13 | GTEx | Brain Hypothalamus | PDCL3P4 | 0.45 | 0.24 | lasso | 4 | 0.21 | 1.1e-05 | 6.00 | 5.2 | 2.0e-07 | 0.51 | 0.29 | 0.09 | FALSE |
14 | GTEx | Cells EBV-transformed lymphocytes | SENP7 | 0.30 | 0.08 | enet | 40 | 0.22 | 9.2e-08 | 7.03 | -9.7 | 3.9e-22 | -0.77 | 0.07 | 0.93 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | NXPE3 | 0.21 | 0.13 | lasso | 4 | 0.17 | 4.5e-13 | 4.71 | -5.7 | 1.5e-08 | -0.48 | 1.00 | 0.00 | FALSE |
16 | GTEx | Colon Sigmoid | SENP7 | 0.10 | 0.09 | lasso | 3 | 0.13 | 2.2e-05 | 7.52 | -8.2 | 1.8e-16 | -0.65 | 0.17 | 0.58 | FALSE |
17 | GTEx | Esophagus Gastroesophageal Junction | NXPE3 | 0.10 | 0.03 | lasso | 6 | 0.01 | 1.1e-01 | -7.87 | -6.1 | 1.1e-09 | -0.74 | 0.07 | 0.40 | TRUE |
18 | GTEx | Esophagus Gastroesophageal Junction | RP11-49I4.3 | 0.16 | 0.01 | enet | 8 | 0.03 | 2.5e-02 | 4.56 | -5.5 | 4.9e-08 | -0.51 | 0.12 | 0.19 | FALSE |
19 | GTEx | Esophagus Mucosa | SENP7 | 0.11 | 0.04 | lasso | 2 | 0.06 | 7.4e-05 | 6.82 | -6.8 | 9.5e-12 | -0.42 | 0.52 | 0.40 | TRUE |
20 | GTEx | Esophagus Muscularis | NXPE3 | 0.13 | 0.12 | lasso | 4 | 0.11 | 2.7e-07 | 4.56 | -5.2 | 2.3e-07 | -0.56 | 0.93 | 0.06 | FALSE |
21 | GTEx | Esophagus Muscularis | ZBTB11-AS1 | 0.16 | 0.10 | lasso | 5 | 0.10 | 7.2e-07 | -8.42 | 7.0 | 3.0e-12 | 0.66 | 0.68 | 0.30 | FALSE |
22 | GTEx | Heart Atrial Appendage | SENP7 | 0.18 | 0.19 | lasso | 7 | 0.23 | 1.6e-10 | 7.43 | -7.7 | 1.9e-14 | -0.60 | 0.97 | 0.03 | FALSE |
23 | GTEx | Heart Left Ventricle | PDCL3P4 | 0.11 | 0.03 | enet | 14 | 0.02 | 2.2e-02 | 4.54 | 5.4 | 5.2e-08 | 0.43 | 0.42 | 0.08 | FALSE |
24 | GTEx | Liver | RP11-234A1.1 | 0.25 | 0.00 | enet | 4 | 0.00 | 2.4e-01 | -8.42 | 8.6 | 8.5e-18 | 0.87 | 0.05 | 0.13 | FALSE |
25 | GTEx | Lung | SENP7 | 0.11 | 0.09 | lasso | 6 | 0.09 | 2.8e-07 | 7.52 | -8.2 | 1.9e-16 | -0.70 | 0.17 | 0.83 | FALSE |
26 | GTEx | Muscle Skeletal | PDCL3P4 | 0.07 | 0.08 | enet | 21 | 0.07 | 2.5e-07 | 4.68 | 5.7 | 9.9e-09 | 0.54 | 1.00 | 0.00 | FALSE |
27 | GTEx | Nerve Tibial | SENP7 | 0.20 | 0.17 | lasso | 5 | 0.18 | 2.0e-12 | 6.00 | -8.5 | 1.9e-17 | -0.68 | 0.70 | 0.30 | FALSE |
28 | GTEx | Nerve Tibial | ZBTB11-AS1 | 0.21 | 0.18 | lasso | 3 | 0.18 | 7.9e-13 | -7.90 | 7.9 | 2.7e-15 | 0.67 | 0.99 | 0.01 | FALSE |
29 | GTEx | Pituitary | SENP7 | 0.14 | 0.15 | lasso | 2 | 0.15 | 1.3e-04 | 4.68 | -6.1 | 8.7e-10 | -0.58 | 0.32 | 0.26 | FALSE |
30 | GTEx | Skin Not Sun Exposed Suprapubic | SENP7 | 0.14 | 0.08 | lasso | 6 | 0.11 | 8.0e-07 | 4.56 | -6.3 | 2.7e-10 | -0.51 | 0.83 | 0.06 | FALSE |
31 | GTEx | Skin Sun Exposed Lower leg | SENP7 | 0.07 | 0.03 | lasso | 3 | 0.05 | 5.6e-05 | 7.52 | -7.0 | 3.1e-12 | -0.68 | 0.30 | 0.68 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | NXPE3 | 0.12 | 0.05 | lasso | 7 | 0.06 | 2.1e-05 | 5.02 | -5.6 | 2.3e-08 | -0.39 | 0.26 | 0.60 | FALSE |
33 | GTEx | Spleen | SENP7 | 0.25 | 0.09 | enet | 43 | 0.09 | 3.3e-03 | -6.56 | -8.4 | 4.1e-17 | -0.53 | 0.12 | 0.70 | FALSE |
34 | GTEx | Spleen | ZBTB11-AS1 | 0.27 | 0.17 | lasso | 3 | 0.11 | 8.2e-04 | -7.84 | 7.4 | 1.3e-13 | 0.73 | 0.08 | 0.07 | FALSE |
35 | GTEx | Stomach | SENP7 | 0.10 | 0.09 | lasso | 4 | 0.04 | 6.3e-03 | 6.99 | -6.4 | 1.7e-10 | -0.38 | 0.56 | 0.04 | TRUE |
36 | GTEx | Testis | CEP97 | 0.20 | 0.15 | lasso | 6 | 0.17 | 4.3e-08 | 4.54 | 7.6 | 3.4e-14 | 0.67 | 0.98 | 0.01 | FALSE |
37 | GTEx | Testis | ZBTB11-AS1 | 0.26 | 0.27 | enet | 27 | 0.25 | 1.8e-11 | 4.53 | 6.6 | 5.6e-11 | 0.64 | 0.99 | 0.01 | FALSE |
38 | GTEx | Thyroid | SENP7 | 0.07 | 0.02 | lasso | 4 | 0.02 | 1.3e-02 | 6.99 | -5.7 | 9.7e-09 | -0.47 | 0.74 | 0.04 | FALSE |
39 | GTEx | Whole Blood | SENP7 | 0.10 | 0.06 | enet | 42 | 0.06 | 7.3e-06 | -8.85 | -8.5 | 1.8e-17 | -0.51 | 0.04 | 0.96 | FALSE |
40 | GTEx | Whole Blood | NXPE3 | 0.14 | 0.08 | lasso | 4 | 0.11 | 1.4e-10 | 5.02 | -5.4 | 8.2e-08 | -0.43 | 0.99 | 0.00 | FALSE |
41 | METSIM | Adipose | SENP7 | 0.05 | 0.05 | blup | 478 | 0.07 | 2.5e-10 | 6.82 | -9.0 | 2.1e-19 | -0.56 | 0.28 | 0.72 | FALSE |
42 | NTR | Blood | FAM55C | 0.05 | 0.04 | bslmm | 345 | 0.04 | 4.6e-13 | 5.02 | -5.9 | 4.8e-09 | -0.33 | 1.00 | 0.00 | FALSE |
43 | NTR | Blood | SENP7 | 0.02 | 0.00 | bslmm | 476 | 0.01 | 9.1e-04 | -8.83 | -8.9 | 4.7e-19 | -0.47 | 0.08 | 0.65 | FALSE |
44 | YFS | Blood | PCNP | 0.02 | 0.01 | lasso | 4 | 0.01 | 3.4e-05 | -8.49 | 7.5 | 4.4e-14 | 0.82 | 0.10 | 0.88 | FALSE |
45 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | SENP7 | 0.07 | 0.04 | enet | 17 | 0.07 | 9.3e-07 | 9.24 | -10.1 | 8.6e-24 | -0.81 | 0.01 | 0.98 | TRUE |
46 | The Cancer Genome Atlas | Breast Invasive Carcinoma | LOC100009676 | 0.03 | 0.02 | blup | 26 | 0.02 | 6.0e-05 | -7.90 | 7.8 | 7.9e-15 | 0.62 | 0.00 | 0.98 | FALSE |
47 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SENP7 | 0.04 | 0.05 | enet | 10 | 0.06 | 1.0e-11 | 6.99 | -9.2 | 4.9e-20 | -0.71 | 0.74 | 0.26 | FALSE |
48 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | LOC100009676 | 0.18 | 0.05 | blup | 26 | 0.07 | 3.2e-04 | -7.84 | 5.8 | 8.0e-09 | 0.56 | 0.00 | 0.69 | FALSE |
49 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | SENP7 | 0.07 | 0.04 | enet | 20 | 0.08 | 5.6e-05 | 7.00 | -5.2 | 2.0e-07 | -0.44 | 0.22 | 0.12 | FALSE |
50 | The Cancer Genome Atlas | Colon Adenocarcinoma | SENP7 | 0.18 | 0.15 | enet | 24 | 0.18 | 1.0e-10 | 6.77 | -7.9 | 3.2e-15 | -0.71 | 0.72 | 0.28 | FALSE |
51 | The Cancer Genome Atlas | Glioblastoma Multiforme | LOC285359 | 0.17 | 0.12 | blup | 24 | 0.07 | 3.0e-03 | 4.56 | 5.1 | 2.8e-07 | 0.50 | 0.20 | 0.23 | FALSE |
52 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | LOC100009676 | 0.02 | 0.01 | blup | 26 | 0.00 | 9.5e-02 | -7.91 | 7.0 | 2.7e-12 | 0.65 | 0.00 | 0.84 | FALSE |
53 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SENP7 | 0.04 | 0.03 | lasso | 2 | 0.03 | 1.3e-04 | 6.77 | -7.2 | 5.6e-13 | -0.54 | 0.66 | 0.20 | FALSE |
54 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LOC100009676 | 0.06 | 0.04 | enet | 18 | 0.03 | 1.1e-04 | -7.90 | 6.4 | 1.9e-10 | 0.60 | 0.00 | 0.99 | FALSE |
55 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SENP7 | 0.04 | 0.04 | lasso | 5 | 0.04 | 2.1e-05 | 7.01 | -6.8 | 1.0e-11 | -0.43 | 0.86 | 0.01 | FALSE |
56 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SENP7 | 0.04 | 0.02 | blup | 84 | 0.03 | 4.6e-03 | 7.43 | -8.6 | 6.2e-18 | -0.57 | 0.08 | 0.44 | FALSE |
57 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LOC100009676 | 0.17 | 0.08 | enet | 17 | 0.16 | 4.0e-18 | -7.91 | 5.8 | 6.1e-09 | 0.52 | 0.01 | 0.99 | FALSE |
58 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SENP7 | 0.02 | 0.03 | blup | 84 | 0.02 | 3.4e-03 | 6.80 | -7.8 | 5.3e-15 | -0.52 | 0.43 | 0.21 | FALSE |
59 | The Cancer Genome Atlas | Lung Adenocarcinoma | LOC285359 | 0.02 | 0.01 | lasso | 8 | 0.01 | 2.6e-02 | 4.56 | 6.3 | 2.5e-10 | 0.60 | 0.02 | 0.64 | FALSE |
60 | The Cancer Genome Atlas | Lung Adenocarcinoma | SENP7 | 0.04 | 0.05 | enet | 15 | 0.05 | 1.1e-06 | 6.99 | -8.7 | 3.8e-18 | -0.56 | 0.88 | 0.12 | TRUE |
61 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SENP7 | 0.04 | 0.02 | blup | 84 | 0.02 | 8.1e-04 | 7.00 | -7.2 | 5.4e-13 | -0.47 | 0.48 | 0.20 | FALSE |
62 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | SENP7 | 0.07 | 0.09 | lasso | 5 | 0.08 | 2.6e-06 | 6.99 | -7.0 | 2.7e-12 | -0.42 | 0.98 | 0.01 | FALSE |
63 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | FAM55C | 0.40 | 0.03 | enet | 9 | 0.10 | 6.2e-05 | -7.69 | -6.2 | 5.1e-10 | -0.53 | 0.00 | 0.90 | FALSE |
64 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SENP7 | 0.15 | 0.03 | blup | 84 | 0.09 | 1.4e-04 | -0.72 | -5.6 | 1.7e-08 | -0.51 | 0.21 | 0.23 | FALSE |
65 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | LOC100009676 | 0.11 | 0.09 | lasso | 2 | 0.06 | 1.8e-03 | -7.84 | 7.8 | 4.4e-15 | 0.72 | 0.00 | 0.91 | FALSE |
66 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SENP7 | 0.10 | 0.10 | lasso | 14 | 0.10 | 7.6e-11 | 6.99 | -7.8 | 5.8e-15 | -0.62 | 0.97 | 0.03 | FALSE |
67 | The Cancer Genome Atlas | Rectum Adenocarcinoma | SENP7 | 0.15 | 0.07 | blup | 84 | 0.09 | 4.5e-03 | 7.43 | -9.0 | 1.7e-19 | -0.69 | 0.03 | 0.55 | FALSE |
68 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | SENP7 | 0.07 | 0.01 | blup | 84 | 0.04 | 2.1e-02 | 6.99 | -8.0 | 1.1e-15 | -0.43 | 0.07 | 0.36 | FALSE |
69 | The Cancer Genome Atlas | Thyroid Carcinoma | LOC100009676 | 0.13 | 0.07 | blup | 26 | 0.09 | 6.5e-09 | -7.91 | 6.3 | 3.4e-10 | 0.48 | 0.00 | 1.00 | FALSE |
70 | The Cancer Genome Atlas | Thyroid Carcinoma | SENP7 | 0.14 | 0.12 | blup | 84 | 0.15 | 1.6e-14 | 7.04 | -7.7 | 1.6e-14 | -0.60 | 1.00 | 0.00 | FALSE |