Best TWAS P=5.51e-48 · Best GWAS P=2.43e-46 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 | TP53I3 | 0.19 | 0.12 | lasso | 5 | 0.12 | 5.1e-15 | -5.99 | 5.5 | 3.4e-08 | 0.12 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | UBXN2A | 0.22 | 0.18 | enet | 28 | 0.24 | 3.0e-28 | 11.62 | -13.2 | 1.1e-39 | -0.93 | 0.01 | 0.99 | FALSE |
3 | GTEx | Adipose Subcutaneous | PFN4 | 0.12 | 0.11 | lasso | 6 | 0.10 | 1.3e-08 | -5.60 | 6.7 | 2.2e-11 | 0.22 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Subcutaneous | FAM228B | 0.08 | 0.09 | lasso | 5 | 0.09 | 1.0e-07 | -5.49 | 5.6 | 2.7e-08 | 0.14 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adipose Visceral Omentum | PFN4 | 0.08 | 0.02 | enet | 14 | 0.04 | 3.1e-03 | 12.73 | 12.9 | 3.0e-38 | 0.66 | 0.04 | 0.61 | FALSE |
6 | GTEx | Adipose Visceral Omentum | FAM228B | 0.13 | 0.11 | lasso | 4 | 0.11 | 2.5e-06 | -5.44 | 5.4 | 5.4e-08 | 0.16 | 0.86 | 0.01 | FALSE |
7 | GTEx | Adrenal Gland | PFN4 | 0.20 | 0.15 | lasso | 2 | 0.18 | 3.9e-07 | 12.95 | 13.1 | 3.4e-39 | 0.62 | 0.10 | 0.55 | FALSE |
8 | GTEx | Artery Aorta | TP53I3 | 0.10 | 0.03 | lasso | 2 | 0.01 | 5.1e-02 | -5.44 | 5.4 | 7.4e-08 | 0.15 | 0.29 | 0.03 | FALSE |
9 | GTEx | Artery Aorta | AC009228.1 | 0.10 | 0.06 | lasso | 2 | 0.04 | 4.4e-03 | 5.73 | 5.6 | 2.7e-08 | 0.41 | 0.63 | 0.02 | FALSE |
10 | GTEx | Artery Tibial | FKBP1B | 0.10 | 0.06 | lasso | 5 | 0.04 | 4.4e-04 | -5.45 | -5.4 | 6.7e-08 | -0.12 | 0.47 | 0.02 | FALSE |
11 | GTEx | Artery Tibial | PFN4 | 0.09 | 0.04 | enet | 15 | 0.09 | 9.1e-08 | 12.73 | 10.6 | 3.0e-26 | 0.42 | 0.13 | 0.31 | FALSE |
12 | GTEx | Artery Tibial | FAM228B | 0.23 | 0.24 | lasso | 6 | 0.23 | 8.8e-18 | -5.44 | 5.4 | 6.9e-08 | 0.14 | 1.00 | 0.00 | FALSE |
13 | GTEx | Brain Cerebellum | FKBP1B | 0.25 | 0.01 | enet | 16 | 0.20 | 1.6e-06 | 12.73 | 9.7 | 2.3e-22 | 0.48 | 0.04 | 0.55 | FALSE |
14 | GTEx | Brain Putamen basal ganglia | PFN4 | 0.32 | 0.17 | lasso | 5 | 0.12 | 1.1e-03 | 12.95 | 12.3 | 9.4e-35 | 0.63 | 0.06 | 0.27 | FALSE |
15 | GTEx | Breast Mammary Tissue | PFN4 | 0.08 | 0.04 | enet | 16 | 0.05 | 1.0e-03 | 12.73 | 12.0 | 4.1e-33 | 0.59 | 0.04 | 0.62 | FALSE |
16 | GTEx | Breast Mammary Tissue (Male) | PFN4 | 0.07 | 0.02 | enet | 3 | 0.03 | 6.1e-02 | -5.44 | 5.8 | 6.4e-09 | 0.17 | 0.02 | 0.24 | FALSE |
17 | GTEx | Breast Mammary Tissue (Male) | FAM228B | 0.04 | -0.01 | lasso | 13 | 0.00 | 4.3e-01 | -5.99 | 6.0 | 2.1e-09 | 0.13 | 0.05 | 0.06 | FALSE |
18 | GTEx | Breast Mammary Tissue (Female) | PFN4 | 0.11 | 0.12 | enet | 16 | 0.09 | 1.0e-03 | 6.04 | 8.2 | 1.7e-16 | 0.49 | 0.05 | 0.23 | FALSE |
19 | GTEx | Cells EBV-transformed lymphocytes | PFN4 | 0.18 | 0.13 | lasso | 12 | 0.12 | 8.9e-05 | 12.73 | 14.6 | 5.5e-48 | 0.78 | 0.07 | 0.80 | TRUE |
20 | GTEx | Cells EBV-transformed lymphocytes | FAM228B | 0.17 | 0.02 | lasso | 4 | 0.05 | 7.7e-03 | -5.44 | 5.5 | 3.5e-08 | 0.14 | 0.49 | 0.03 | FALSE |
21 | GTEx | Cells Transformed fibroblasts | PFN4 | 0.15 | 0.05 | enet | 10 | 0.14 | 2.3e-10 | 12.73 | 11.5 | 1.8e-30 | 0.50 | 0.94 | 0.03 | FALSE |
22 | GTEx | Colon Sigmoid | DNMT3A | 0.19 | -0.01 | lasso | 8 | 0.00 | 4.5e-01 | -5.37 | -7.9 | 3.0e-15 | -0.03 | 0.07 | 0.14 | TRUE |
23 | GTEx | Colon Transverse | SF3B14 | 0.09 | 0.05 | lasso | 9 | 0.02 | 4.9e-02 | 5.12 | 6.4 | 1.6e-10 | 0.52 | 0.52 | 0.07 | TRUE |
24 | GTEx | Colon Transverse | PFN4 | 0.14 | 0.07 | lasso | 2 | 0.04 | 3.3e-03 | 12.77 | 12.8 | 1.6e-37 | 0.66 | 0.11 | 0.11 | FALSE |
25 | GTEx | Esophagus Gastroesophageal Junction | SF3B14 | 0.10 | 0.01 | lasso | 8 | 0.00 | 3.5e-01 | 6.86 | 6.8 | 9.1e-12 | 0.42 | 0.10 | 0.15 | FALSE |
26 | GTEx | Esophagus Gastroesophageal Junction | PFN4 | 0.13 | 0.01 | lasso | 12 | 0.01 | 9.7e-02 | 14.10 | 13.7 | 1.5e-42 | 0.73 | 0.06 | 0.47 | FALSE |
27 | GTEx | Esophagus Gastroesophageal Junction | FAM228B | 0.20 | 0.19 | enet | 21 | 0.20 | 1.1e-07 | -5.99 | 5.6 | 2.7e-08 | 0.15 | 0.97 | 0.00 | FALSE |
28 | GTEx | Esophagus Mucosa | TP53I3 | 0.16 | 0.03 | enet | 23 | 0.06 | 8.2e-05 | -5.44 | 7.5 | 6.0e-14 | 0.38 | 0.08 | 0.36 | FALSE |
29 | GTEx | Esophagus Mucosa | UBXN2A | 0.12 | 0.06 | lasso | 6 | 0.05 | 1.9e-04 | -7.24 | -6.7 | 1.8e-11 | -0.16 | 0.72 | 0.01 | FALSE |
30 | GTEx | Esophagus Mucosa | PFN4 | 0.16 | 0.15 | lasso | 4 | 0.15 | 3.6e-10 | 12.73 | 13.4 | 6.2e-41 | 0.71 | 0.53 | 0.47 | FALSE |
31 | GTEx | Esophagus Muscularis | UBXN2A | 0.08 | 0.07 | lasso | 6 | 0.06 | 2.4e-04 | -7.24 | -7.2 | 7.7e-13 | -0.21 | 0.64 | 0.02 | TRUE |
32 | GTEx | Esophagus Muscularis | AC009228.1 | 0.11 | 0.06 | enet | 16 | 0.12 | 9.9e-08 | 5.71 | 8.2 | 3.0e-16 | 0.62 | 0.58 | 0.41 | FALSE |
33 | GTEx | Heart Atrial Appendage | UBXN2A | 0.08 | 0.02 | lasso | 3 | 0.02 | 5.2e-02 | 13.17 | 11.8 | 4.1e-32 | 0.93 | 0.03 | 0.91 | FALSE |
34 | GTEx | Heart Atrial Appendage | PFN4 | 0.22 | 0.06 | lasso | 7 | 0.10 | 2.8e-05 | -5.44 | 12.1 | 1.8e-33 | 0.62 | 0.20 | 0.71 | FALSE |
35 | GTEx | Heart Atrial Appendage | FAM228B | 0.21 | 0.21 | lasso | 15 | 0.17 | 3.0e-08 | -5.44 | 5.6 | 2.4e-08 | 0.14 | 1.00 | 0.00 | FALSE |
36 | GTEx | Heart Left Ventricle | PFN4 | 0.23 | 0.28 | lasso | 6 | 0.28 | 4.1e-15 | 12.77 | 13.9 | 5.2e-44 | 0.76 | 0.98 | 0.02 | FALSE |
37 | GTEx | Heart Left Ventricle | FAM228B | 0.12 | 0.13 | lasso | 1 | 0.10 | 6.2e-06 | -5.44 | 5.4 | 5.2e-08 | 0.14 | 0.81 | 0.01 | FALSE |
38 | GTEx | Lung | KLHL29 | 0.08 | 0.00 | lasso | 6 | 0.00 | 3.4e-01 | 12.73 | 11.2 | 3.0e-29 | 0.58 | 0.04 | 0.85 | FALSE |
39 | GTEx | Lung | PFN4 | 0.14 | 0.12 | enet | 8 | 0.15 | 7.6e-12 | 12.73 | 12.7 | 5.1e-37 | 0.60 | 0.98 | 0.01 | FALSE |
40 | GTEx | Muscle Skeletal | PFN4 | 0.12 | 0.09 | lasso | 4 | 0.09 | 5.6e-09 | 12.73 | 13.2 | 8.7e-40 | 0.66 | 0.72 | 0.28 | FALSE |
41 | GTEx | Muscle Skeletal | FAM228B | 0.08 | 0.12 | lasso | 1 | 0.11 | 2.7e-11 | -5.44 | 5.4 | 5.2e-08 | 0.14 | 1.00 | 0.00 | FALSE |
42 | GTEx | Nerve Tibial | PFN4 | 0.25 | 0.16 | lasso | 5 | 0.20 | 3.8e-14 | 12.73 | 13.0 | 1.7e-38 | 0.61 | 1.00 | 0.00 | TRUE |
43 | GTEx | Ovary | FAM228B | 0.21 | 0.05 | lasso | 2 | 0.01 | 2.1e-01 | -5.44 | 5.3 | 9.0e-08 | 0.14 | 0.14 | 0.07 | FALSE |
44 | GTEx | Pituitary | PFN4 | 0.34 | 0.03 | lasso | 14 | 0.02 | 1.1e-01 | 12.95 | 12.3 | 6.2e-35 | 0.53 | 0.04 | 0.18 | FALSE |
45 | GTEx | Skin Sun Exposed Lower leg | FAM228B | 0.07 | 0.05 | lasso | 1 | 0.02 | 1.1e-02 | -5.44 | 5.4 | 5.2e-08 | 0.14 | 0.22 | 0.03 | FALSE |
46 | GTEx | Testis | AC009228.1 | 0.27 | 0.34 | lasso | 5 | 0.38 | 5.4e-18 | 9.91 | 8.2 | 2.5e-16 | 0.54 | 1.00 | 0.00 | FALSE |
47 | GTEx | Thyroid | PFN4 | 0.17 | 0.05 | lasso | 8 | 0.14 | 6.1e-11 | 12.77 | 12.9 | 6.0e-38 | 0.55 | 0.72 | 0.24 | FALSE |
48 | GTEx | Thyroid | ITSN2 | 0.10 | 0.06 | enet | 21 | 0.06 | 3.1e-05 | 4.45 | 5.6 | 2.3e-08 | 0.45 | 0.97 | 0.00 | FALSE |
49 | METSIM | Adipose | FKBP1B | 0.20 | 0.04 | blup | 334 | 0.10 | 6.5e-15 | -5.99 | -8.9 | 6.3e-19 | -0.20 | 1.00 | 0.00 | FALSE |
50 | METSIM | Adipose | PFN4 | 0.04 | 0.01 | blup | 306 | 0.03 | 1.9e-05 | 12.95 | 13.5 | 2.5e-41 | 0.72 | 0.20 | 0.68 | FALSE |
51 | METSIM | Adipose | UBXN2A | 0.07 | 0.03 | bslmm | 403 | 0.06 | 5.3e-10 | 2.85 | 8.9 | 6.5e-19 | 0.78 | 0.14 | 0.86 | FALSE |
52 | ROSMAP | Brain Pre-frontal Cortex | TP53I3 | 0.11 | 0.11 | bslmm | 315 | 0.11 | 1.4e-13 | -5.44 | 7.9 | 3.6e-15 | 0.38 | 1.00 | 0.00 | TRUE |
53 | ROSMAP | Brain Pre-frontal Cortex | FKBP1B | 0.06 | 0.03 | lasso | 9 | 0.04 | 2.0e-05 | -7.40 | 7.3 | 3.3e-13 | 0.17 | 0.96 | 0.00 | FALSE |
54 | ROSMAP | Brain Pre-frontal Cortex | UBXN2A | 0.03 | 0.01 | lasso | 4 | 0.02 | 2.2e-03 | 13.17 | -11.8 | 3.9e-32 | -0.80 | 0.03 | 0.92 | FALSE |
55 | ROSMAP | Brain Pre-frontal Cortex | PFN4 | 0.05 | 0.03 | lasso | 1 | 0.03 | 1.7e-04 | 12.95 | 13.0 | 2.3e-38 | 0.66 | 0.31 | 0.25 | FALSE |
56 | ROSMAP | Brain Pre-frontal Cortex | FAM228B | 0.23 | 0.01 | enet | 51 | 0.14 | 5.2e-18 | 12.73 | 8.4 | 3.6e-17 | 0.44 | 0.61 | 0.39 | FALSE |
57 | ROSMAP | Brain Pre-frontal Cortex | RP11-507M3.1 | 0.11 | 0.12 | enet | 17 | 0.14 | 6.4e-17 | 5.38 | 6.4 | 2.0e-10 | 0.48 | 1.00 | 0.00 | FALSE |
58 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PFN4 | 0.11 | 0.00 | enet | 8 | 0.03 | 9.2e-04 | 12.73 | 12.9 | 6.9e-38 | 0.61 | 0.01 | 0.98 | FALSE |
59 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FKBP1B | 0.04 | 0.02 | blup | 41 | 0.02 | 3.6e-05 | 12.73 | -10.8 | 2.1e-27 | -0.38 | 0.44 | 0.03 | FALSE |
60 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PFN4 | 0.15 | 0.08 | blup | 43 | 0.11 | 1.9e-22 | 12.77 | 11.1 | 1.2e-28 | 0.49 | 0.00 | 1.00 | FALSE |
61 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | PFN4 | 0.19 | 0.16 | lasso | 2 | 0.15 | 5.5e-08 | 12.73 | 12.7 | 3.8e-37 | 0.66 | 0.00 | 1.00 | FALSE |
62 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | TP53I3 | 0.06 | 0.05 | enet | 8 | 0.04 | 2.9e-03 | -5.60 | 5.6 | 1.8e-08 | 0.14 | 0.06 | 0.10 | FALSE |
63 | The Cancer Genome Atlas | Esophageal Carcinoma | C2orf84 | 0.13 | 0.04 | lasso | 3 | 0.06 | 4.8e-03 | 3.89 | 6.8 | 7.6e-12 | 0.49 | 0.22 | 0.08 | FALSE |
64 | The Cancer Genome Atlas | Esophageal Carcinoma | LOC375190 | 0.12 | 0.13 | lasso | 1 | 0.11 | 2.2e-04 | -5.59 | 5.6 | 2.3e-08 | 0.14 | 0.47 | 0.06 | FALSE |
65 | The Cancer Genome Atlas | Glioblastoma Multiforme | C2orf84 | 0.13 | 0.07 | blup | 56 | 0.05 | 1.5e-02 | 6.56 | 8.3 | 1.3e-16 | 0.51 | 0.02 | 0.29 | FALSE |
66 | The Cancer Genome Atlas | Glioblastoma Multiforme | PFN4 | 0.37 | 0.13 | blup | 43 | 0.16 | 1.4e-05 | 12.95 | 11.6 | 2.4e-31 | 0.52 | 0.00 | 0.94 | TRUE |
67 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PFN4 | 0.13 | 0.07 | lasso | 4 | 0.06 | 4.4e-07 | 12.73 | 13.0 | 1.3e-38 | 0.65 | 0.00 | 1.00 | FALSE |
68 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TP53I3 | 0.07 | 0.08 | lasso | 4 | 0.08 | 6.3e-09 | -5.99 | 6.0 | 2.3e-09 | 0.14 | 1.00 | 0.00 | FALSE |
69 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | FKBP1B | 0.05 | 0.07 | lasso | 7 | 0.06 | 2.3e-07 | -5.58 | -5.6 | 2.3e-08 | -0.14 | 1.00 | 0.00 | FALSE |
70 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PFN4 | 0.10 | 0.07 | lasso | 2 | 0.06 | 1.1e-07 | 12.73 | 12.8 | 1.7e-37 | 0.66 | 0.00 | 1.00 | FALSE |
71 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FKBP1B | 0.10 | 0.01 | blup | 41 | 0.02 | 3.9e-02 | -5.59 | -5.7 | 9.5e-09 | -0.09 | 0.06 | 0.04 | FALSE |
72 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PFN4 | 0.14 | 0.02 | blup | 43 | 0.03 | 5.4e-03 | 12.95 | 11.7 | 1.5e-31 | 0.54 | 0.00 | 0.96 | FALSE |
73 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C2orf44 | 0.04 | 0.01 | enet | 8 | 0.02 | 1.1e-03 | -5.58 | -5.3 | 1.2e-07 | -0.13 | 0.17 | 0.03 | FALSE |
74 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PFN4 | 0.09 | 0.07 | blup | 43 | 0.08 | 5.3e-09 | 12.95 | 12.4 | 3.1e-35 | 0.58 | 0.00 | 1.00 | FALSE |
75 | The Cancer Genome Atlas | Brain Lower Grade Glioma | UBXN2A | 0.04 | 0.04 | lasso | 1 | 0.03 | 1.4e-04 | 13.13 | -13.1 | 2.2e-39 | -0.96 | 0.02 | 0.94 | FALSE |
76 | The Cancer Genome Atlas | Lung Adenocarcinoma | C2orf84 | 0.10 | 0.14 | lasso | 8 | 0.15 | 6.2e-17 | 5.38 | 5.6 | 2.6e-08 | 0.44 | 1.00 | 0.00 | FALSE |
77 | The Cancer Genome Atlas | Lung Adenocarcinoma | PFN4 | 0.15 | 0.09 | lasso | 3 | 0.09 | 7.3e-11 | 12.95 | 13.0 | 2.3e-38 | 0.66 | 0.00 | 1.00 | FALSE |
78 | The Cancer Genome Atlas | Lung Adenocarcinoma | UBXN2A | 0.05 | 0.00 | blup | 46 | 0.01 | 1.3e-02 | -0.74 | 6.0 | 2.4e-09 | 0.69 | 0.01 | 0.34 | FALSE |
79 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PFN4 | 0.10 | 0.07 | enet | 5 | 0.08 | 5.5e-09 | 12.95 | 13.1 | 5.0e-39 | 0.62 | 0.00 | 1.00 | FALSE |
80 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | PFN4 | 0.08 | 0.03 | blup | 43 | 0.03 | 6.0e-03 | 12.95 | 11.7 | 7.6e-32 | 0.50 | 0.00 | 0.61 | FALSE |
81 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | LOC375190 | 0.20 | 0.20 | lasso | 2 | 0.18 | 7.8e-08 | -5.44 | 5.4 | 5.4e-08 | 0.14 | 0.93 | 0.00 | FALSE |
82 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | PFN4 | 0.20 | 0.18 | lasso | 1 | 0.16 | 4.3e-07 | 12.77 | 12.8 | 2.3e-37 | 0.66 | 0.00 | 1.00 | FALSE |
83 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | LOC375190 | 0.23 | 0.19 | lasso | 1 | 0.18 | 1.5e-07 | -5.44 | 5.4 | 5.2e-08 | 0.14 | 0.82 | 0.01 | FALSE |
84 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PFN4 | 0.12 | 0.08 | lasso | 6 | 0.07 | 6.3e-08 | 12.73 | 13.1 | 5.3e-39 | 0.65 | 0.00 | 1.00 | FALSE |
85 | The Cancer Genome Atlas | Rectum Adenocarcinoma | LOC375190 | 0.31 | 0.18 | lasso | 1 | 0.13 | 5.5e-04 | -5.44 | 5.4 | 5.2e-08 | 0.14 | 0.08 | 0.06 | FALSE |
86 | The Cancer Genome Atlas | Rectum Adenocarcinoma | PFN4 | 0.38 | 0.11 | lasso | 5 | 0.05 | 2.8e-02 | 12.73 | 12.8 | 1.6e-37 | 0.66 | 0.01 | 0.71 | FALSE |
87 | The Cancer Genome Atlas | Thyroid Carcinoma | FKBP1B | 0.04 | 0.02 | enet | 5 | 0.04 | 9.0e-05 | -5.99 | -11.2 | 6.7e-29 | -0.44 | 0.09 | 0.34 | FALSE |
88 | The Cancer Genome Atlas | Thyroid Carcinoma | PFN4 | 0.21 | 0.10 | blup | 43 | 0.15 | 8.4e-15 | 12.73 | 11.7 | 2.1e-31 | 0.51 | 0.00 | 1.00 | FALSE |
89 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | LOC375190 | 0.18 | 0.17 | lasso | 1 | 0.14 | 8.7e-05 | -5.44 | 5.4 | 5.2e-08 | 0.14 | 0.40 | 0.03 | FALSE |
90 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | PFN4 | 0.27 | 0.02 | blup | 43 | 0.08 | 3.1e-03 | 12.73 | 11.5 | 1.2e-30 | 0.50 | 0.00 | 0.84 | FALSE |