Best TWAS P=4.6e-29 · Best GWAS P=7.83e-33 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 | CENPO | 0.07 | 0.03 | bslmm | 322 | 0.03 | 7.0e-05 | 5.14 | -6.0 | 2.7e-09 | -0.18 | 0.62 | 0.02 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | UBXN2A | 0.22 | 0.18 | enet | 28 | 0.24 | 3.0e-28 | 8.19 | -9.8 | 1.9e-22 | -0.55 | 0.83 | 0.17 | FALSE |
3 | GTEx | Adipose Subcutaneous | TP53I3 | 0.11 | 0.03 | enet | 48 | 0.04 | 3.8e-04 | 8.83 | -6.1 | 1.2e-09 | -0.41 | 0.30 | 0.14 | FALSE |
4 | GTEx | Adipose Subcutaneous | UBXN2A | 0.06 | 0.04 | lasso | 5 | 0.04 | 5.2e-04 | 6.60 | 5.6 | 2.5e-08 | 0.28 | 0.85 | 0.08 | TRUE |
5 | GTEx | Adipose Visceral Omentum | UBXN2A | 0.10 | 0.08 | enet | 29 | 0.03 | 9.8e-03 | 7.22 | 8.1 | 8.6e-16 | 0.34 | 0.63 | 0.20 | FALSE |
6 | GTEx | Adipose Visceral Omentum | PFN4 | 0.08 | 0.02 | enet | 14 | 0.04 | 3.1e-03 | 9.62 | 7.6 | 2.1e-14 | 0.62 | 0.07 | 0.36 | FALSE |
7 | GTEx | Adipose Visceral Omentum | AC009228.1 | 0.14 | 0.18 | lasso | 5 | 0.18 | 2.0e-09 | 7.46 | 8.2 | 3.6e-16 | 0.67 | 0.92 | 0.08 | FALSE |
8 | GTEx | Adrenal Gland | PFN4 | 0.20 | 0.15 | lasso | 2 | 0.18 | 3.9e-07 | 9.64 | 8.1 | 4.0e-16 | 0.59 | 0.19 | 0.17 | FALSE |
9 | GTEx | Artery Aorta | AC009228.1 | 0.10 | 0.06 | lasso | 2 | 0.04 | 4.4e-03 | 7.19 | 6.8 | 7.7e-12 | 0.77 | 0.54 | 0.16 | FALSE |
10 | GTEx | Artery Tibial | PFN4 | 0.09 | 0.04 | enet | 15 | 0.09 | 9.1e-08 | 9.62 | 7.0 | 3.2e-12 | 0.52 | 0.13 | 0.33 | FALSE |
11 | GTEx | Artery Tibial | AC009228.1 | 0.09 | 0.01 | enet | 11 | 0.02 | 1.1e-02 | 8.83 | 5.5 | 3.7e-08 | 0.30 | 0.24 | 0.42 | FALSE |
12 | GTEx | Brain Cerebellum | FKBP1B | 0.25 | 0.01 | enet | 16 | 0.20 | 1.6e-06 | 9.62 | 6.5 | 6.9e-11 | 0.59 | 0.07 | 0.20 | FALSE |
13 | GTEx | Brain Cerebellum | FAM228B | 0.28 | 0.00 | lasso | 14 | 0.01 | 1.4e-01 | 0.71 | -6.1 | 1.4e-09 | -0.38 | 0.17 | 0.37 | FALSE |
14 | GTEx | Brain Putamen basal ganglia | PFN4 | 0.32 | 0.17 | lasso | 5 | 0.12 | 1.1e-03 | 9.64 | 9.8 | 1.1e-22 | 0.66 | 0.02 | 0.68 | FALSE |
15 | GTEx | Breast Mammary Tissue | PFN4 | 0.08 | 0.04 | enet | 16 | 0.05 | 1.0e-03 | 9.62 | 8.7 | 5.0e-18 | 0.77 | 0.03 | 0.71 | FALSE |
16 | GTEx | Breast Mammary Tissue (Female) | PFN4 | 0.11 | 0.12 | enet | 16 | 0.09 | 1.0e-03 | 7.85 | 6.9 | 4.4e-12 | 0.76 | 0.03 | 0.46 | FALSE |
17 | GTEx | Breast Mammary Tissue (Female) | FAM228B | 0.16 | 0.04 | lasso | 11 | 0.02 | 8.9e-02 | 0.95 | -5.4 | 5.6e-08 | -0.33 | 0.18 | 0.30 | FALSE |
18 | GTEx | Cells EBV-transformed lymphocytes | PFN4 | 0.18 | 0.13 | lasso | 12 | 0.12 | 8.9e-05 | 9.62 | 10.5 | 7.0e-26 | 0.64 | 0.22 | 0.38 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | PFN4 | 0.15 | 0.05 | enet | 10 | 0.14 | 2.3e-10 | 9.62 | 5.3 | 1.5e-07 | 0.41 | 0.96 | 0.00 | FALSE |
20 | GTEx | Colon Transverse | SF3B14 | 0.09 | 0.05 | lasso | 9 | 0.02 | 4.9e-02 | 8.66 | 10.1 | 3.6e-24 | 0.75 | 0.17 | 0.70 | FALSE |
21 | GTEx | Colon Transverse | UBXN2A | 0.11 | 0.01 | enet | 8 | 0.03 | 8.7e-03 | 6.59 | 5.6 | 2.1e-08 | 0.26 | 0.22 | 0.10 | FALSE |
22 | GTEx | Colon Transverse | PFN4 | 0.14 | 0.07 | lasso | 2 | 0.04 | 3.3e-03 | 9.61 | 9.7 | 5.1e-22 | 0.67 | 0.11 | 0.08 | FALSE |
23 | GTEx | Esophagus Gastroesophageal Junction | SF3B14 | 0.10 | 0.01 | lasso | 8 | 0.00 | 3.5e-01 | 9.00 | 9.0 | 1.7e-19 | 0.67 | 0.06 | 0.49 | FALSE |
24 | GTEx | Esophagus Gastroesophageal Junction | PFN4 | 0.13 | 0.01 | lasso | 12 | 0.01 | 9.7e-02 | 11.50 | 7.4 | 1.5e-13 | 0.41 | 0.10 | 0.15 | FALSE |
25 | GTEx | Esophagus Gastroesophageal Junction | AC009228.1 | 0.12 | 0.05 | enet | 14 | 0.03 | 3.7e-02 | 9.00 | 6.4 | 1.6e-10 | 0.57 | 0.15 | 0.43 | FALSE |
26 | GTEx | Esophagus Mucosa | PFN4 | 0.16 | 0.15 | lasso | 4 | 0.15 | 3.6e-10 | 9.62 | 10.2 | 2.7e-24 | 0.68 | 0.98 | 0.02 | FALSE |
27 | GTEx | Esophagus Muscularis | ITSN2 | 0.10 | 0.04 | lasso | 7 | 0.09 | 6.1e-06 | -1.53 | 6.2 | 6.5e-10 | 0.33 | 0.21 | 0.33 | FALSE |
28 | GTEx | Esophagus Muscularis | AC009228.1 | 0.11 | 0.06 | enet | 16 | 0.12 | 9.9e-08 | 7.08 | 10.0 | 2.1e-23 | 0.80 | 0.13 | 0.87 | FALSE |
29 | GTEx | Heart Atrial Appendage | UBXN2A | 0.08 | 0.02 | lasso | 3 | 0.02 | 5.2e-02 | 10.27 | 10.5 | 9.7e-26 | 0.53 | 0.22 | 0.32 | FALSE |
30 | GTEx | Heart Atrial Appendage | PFN4 | 0.22 | 0.06 | lasso | 7 | 0.10 | 2.8e-05 | 0.41 | 6.2 | 7.8e-10 | 0.39 | 0.61 | 0.10 | FALSE |
31 | GTEx | Heart Left Ventricle | PFN4 | 0.23 | 0.28 | lasso | 6 | 0.28 | 4.1e-15 | 9.61 | 10.2 | 2.6e-24 | 0.67 | 1.00 | 0.00 | FALSE |
32 | GTEx | Lung | KLHL29 | 0.08 | 0.00 | lasso | 6 | 0.00 | 3.4e-01 | 9.62 | 8.2 | 2.6e-16 | 0.57 | 0.14 | 0.42 | FALSE |
33 | GTEx | Lung | PFN4 | 0.14 | 0.12 | enet | 8 | 0.15 | 7.6e-12 | 9.62 | 8.0 | 1.6e-15 | 0.61 | 1.00 | 0.00 | FALSE |
34 | GTEx | Muscle Skeletal | PFN4 | 0.12 | 0.09 | lasso | 4 | 0.09 | 5.6e-09 | 9.62 | 8.9 | 6.0e-19 | 0.63 | 0.98 | 0.02 | FALSE |
35 | GTEx | Nerve Tibial | PFN4 | 0.25 | 0.16 | lasso | 5 | 0.20 | 3.8e-14 | 9.62 | 7.5 | 4.7e-14 | 0.57 | 1.00 | 0.00 | FALSE |
36 | GTEx | Pituitary | PFN4 | 0.34 | 0.03 | lasso | 14 | 0.02 | 1.1e-01 | 9.64 | 7.9 | 3.8e-15 | 0.56 | 0.04 | 0.10 | FALSE |
37 | GTEx | Small Intestine Terminal Ileum | UBXN2A | 0.18 | 0.08 | enet | 33 | 0.16 | 2.5e-04 | 7.32 | 7.0 | 3.0e-12 | 0.37 | 0.21 | 0.26 | FALSE |
38 | GTEx | Spleen | UBXN2A | 0.31 | 0.11 | enet | 19 | 0.17 | 4.1e-05 | -5.36 | 5.7 | 1.4e-08 | 0.28 | 0.44 | 0.08 | FALSE |
39 | GTEx | Stomach | FAM228B | 0.14 | 0.05 | lasso | 2 | 0.04 | 3.4e-03 | 8.83 | -6.0 | 1.7e-09 | -0.45 | 0.35 | 0.19 | FALSE |
40 | GTEx | Testis | FAM228B | 0.14 | 0.09 | enet | 11 | 0.10 | 3.3e-05 | -6.75 | -7.3 | 2.0e-13 | -0.40 | 0.60 | 0.09 | FALSE |
41 | GTEx | Testis | AC009228.1 | 0.27 | 0.34 | lasso | 5 | 0.38 | 5.4e-18 | 11.93 | 11.2 | 4.6e-29 | 0.95 | 0.01 | 0.99 | TRUE |
42 | GTEx | Thyroid | PFN4 | 0.17 | 0.05 | lasso | 8 | 0.14 | 6.1e-11 | 9.61 | 6.0 | 2.2e-09 | 0.46 | 0.93 | 0.02 | FALSE |
43 | GTEx | Thyroid | ITSN2 | 0.10 | 0.06 | enet | 21 | 0.06 | 3.1e-05 | 7.25 | 8.8 | 1.1e-18 | 0.80 | 0.39 | 0.60 | TRUE |
44 | GTEx | Thyroid | AC009228.1 | 0.10 | 0.10 | lasso | 5 | 0.11 | 1.1e-08 | 8.83 | 8.4 | 4.5e-17 | 0.75 | 0.69 | 0.31 | FALSE |
45 | METSIM | Adipose | PFN4 | 0.04 | 0.01 | blup | 306 | 0.03 | 1.9e-05 | 9.64 | 8.6 | 5.7e-18 | 0.64 | 0.35 | 0.44 | FALSE |
46 | METSIM | Adipose | UBXN2A | 0.07 | 0.03 | bslmm | 403 | 0.06 | 5.3e-10 | 6.61 | 9.8 | 1.1e-22 | 0.65 | 0.85 | 0.15 | FALSE |
47 | ROSMAP | Brain Pre-frontal Cortex | KLHL29 | 0.08 | 0.03 | enet | 27 | 0.02 | 1.1e-03 | 1.12 | 5.2 | 2.1e-07 | 0.18 | 0.93 | 0.00 | FALSE |
48 | ROSMAP | Brain Pre-frontal Cortex | UBXN2A | 0.03 | 0.01 | lasso | 4 | 0.02 | 2.2e-03 | 10.36 | -8.3 | 8.9e-17 | -0.44 | 0.30 | 0.18 | FALSE |
49 | ROSMAP | Brain Pre-frontal Cortex | PFN4 | 0.05 | 0.03 | lasso | 1 | 0.03 | 1.7e-04 | 9.64 | 9.6 | 5.3e-22 | 0.67 | 0.41 | 0.02 | FALSE |
50 | ROSMAP | Brain Pre-frontal Cortex | FAM228A | 0.07 | 0.03 | blup | 285 | 0.06 | 3.0e-08 | 0.91 | 7.3 | 1.9e-13 | 0.47 | 1.00 | 0.00 | FALSE |
51 | ROSMAP | Brain Pre-frontal Cortex | FAM228B | 0.23 | 0.01 | enet | 51 | 0.14 | 5.2e-18 | 9.62 | 5.6 | 2.8e-08 | 0.50 | 0.94 | 0.06 | FALSE |
52 | ROSMAP | Brain Pre-frontal Cortex | RP11-507M3.1 | 0.11 | 0.12 | enet | 17 | 0.14 | 6.4e-17 | 8.78 | 9.0 | 2.6e-19 | 0.80 | 1.00 | 0.00 | FALSE |
53 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PFN4 | 0.11 | 0.00 | enet | 8 | 0.03 | 9.2e-04 | 9.62 | 7.9 | 2.2e-15 | 0.58 | 0.00 | 1.00 | FALSE |
54 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PFN4 | 0.15 | 0.08 | blup | 43 | 0.11 | 1.9e-22 | 9.61 | 5.5 | 4.8e-08 | 0.43 | 0.00 | 1.00 | FALSE |
55 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | PFN4 | 0.19 | 0.16 | lasso | 2 | 0.15 | 5.5e-08 | 9.62 | 9.6 | 6.8e-22 | 0.67 | 0.00 | 1.00 | FALSE |
56 | The Cancer Genome Atlas | Colon Adenocarcinoma | C2orf84 | 0.09 | 0.06 | enet | 9 | 0.09 | 8.0e-06 | -5.83 | 5.7 | 1.2e-08 | 0.61 | 0.58 | 0.25 | FALSE |
57 | The Cancer Genome Atlas | Esophageal Carcinoma | C2orf84 | 0.13 | 0.04 | lasso | 3 | 0.06 | 4.8e-03 | 7.46 | 10.2 | 1.3e-24 | 0.86 | 0.02 | 0.92 | FALSE |
58 | The Cancer Genome Atlas | Glioblastoma Multiforme | C2orf84 | 0.13 | 0.07 | blup | 56 | 0.05 | 1.5e-02 | 8.36 | 10.2 | 1.3e-24 | 0.73 | 0.02 | 0.36 | FALSE |
59 | The Cancer Genome Atlas | Glioblastoma Multiforme | PFN4 | 0.37 | 0.13 | blup | 43 | 0.16 | 1.4e-05 | 9.64 | 6.2 | 7.9e-10 | 0.52 | 0.00 | 0.94 | FALSE |
60 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C2orf84 | 0.16 | 0.13 | enet | 20 | 0.14 | 5.8e-16 | 8.83 | 6.0 | 2.1e-09 | 0.47 | 1.00 | 0.00 | FALSE |
61 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PFN4 | 0.13 | 0.07 | lasso | 4 | 0.06 | 4.4e-07 | 9.62 | 9.1 | 1.0e-19 | 0.64 | 0.00 | 1.00 | FALSE |
62 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C2orf84 | 0.43 | 0.18 | lasso | 9 | 0.20 | 2.4e-22 | 8.83 | 6.4 | 1.7e-10 | 0.53 | 1.00 | 0.00 | FALSE |
63 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PFN4 | 0.10 | 0.07 | lasso | 2 | 0.06 | 1.1e-07 | 9.62 | 9.6 | 6.3e-22 | 0.67 | 0.00 | 1.00 | FALSE |
64 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PFN4 | 0.14 | 0.02 | blup | 43 | 0.03 | 5.4e-03 | 9.64 | 6.4 | 1.4e-10 | 0.48 | 0.00 | 0.96 | FALSE |
65 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C2orf84 | 0.18 | 0.10 | lasso | 7 | 0.11 | 3.5e-12 | 7.46 | 6.6 | 4.0e-11 | 0.47 | 1.00 | 0.00 | FALSE |
66 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PFN4 | 0.09 | 0.07 | blup | 43 | 0.08 | 5.3e-09 | 9.64 | 7.4 | 1.3e-13 | 0.60 | 0.00 | 1.00 | FALSE |
67 | The Cancer Genome Atlas | Brain Lower Grade Glioma | UBXN2A | 0.04 | 0.04 | lasso | 1 | 0.03 | 1.4e-04 | 10.25 | -10.2 | 1.2e-24 | -0.52 | 0.03 | 0.92 | FALSE |
68 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | C2orf84 | 0.16 | 0.16 | blup | 55 | 0.13 | 1.2e-06 | 8.66 | 7.0 | 3.2e-12 | 0.65 | 0.91 | 0.09 | FALSE |
69 | The Cancer Genome Atlas | Lung Adenocarcinoma | C2orf84 | 0.10 | 0.14 | lasso | 8 | 0.15 | 6.2e-17 | 8.78 | 8.7 | 5.3e-18 | 0.69 | 1.00 | 0.00 | FALSE |
70 | The Cancer Genome Atlas | Lung Adenocarcinoma | PFN4 | 0.15 | 0.09 | lasso | 3 | 0.09 | 7.3e-11 | 9.64 | 9.6 | 5.3e-22 | 0.67 | 0.00 | 1.00 | FALSE |
71 | The Cancer Genome Atlas | Lung Adenocarcinoma | UBXN2A | 0.05 | 0.00 | blup | 46 | 0.01 | 1.3e-02 | -2.30 | 8.9 | 6.4e-19 | 0.42 | 0.01 | 0.44 | FALSE |
72 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C2orf84 | 0.12 | 0.15 | enet | 19 | 0.15 | 2.1e-16 | 8.66 | 7.6 | 2.2e-14 | 0.66 | 1.00 | 0.00 | FALSE |
73 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PFN4 | 0.10 | 0.07 | enet | 5 | 0.08 | 5.5e-09 | 9.64 | 8.1 | 7.8e-16 | 0.59 | 0.00 | 1.00 | FALSE |
74 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | PFN4 | 0.08 | 0.03 | blup | 43 | 0.03 | 6.0e-03 | 9.64 | 5.9 | 3.8e-09 | 0.44 | 0.00 | 0.59 | TRUE |
75 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | C2orf84 | 0.34 | 0.22 | enet | 20 | 0.35 | 2.9e-15 | 7.46 | 6.8 | 1.0e-11 | 0.60 | 0.99 | 0.01 | FALSE |
76 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | PFN4 | 0.20 | 0.18 | lasso | 1 | 0.16 | 4.3e-07 | 9.61 | 9.6 | 7.1e-22 | 0.67 | 0.00 | 1.00 | FALSE |
77 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C2orf84 | 0.22 | 0.21 | lasso | 10 | 0.24 | 1.4e-24 | 8.78 | 7.0 | 3.5e-12 | 0.60 | 1.00 | 0.00 | FALSE |
78 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PFN4 | 0.12 | 0.08 | lasso | 6 | 0.07 | 6.3e-08 | 9.62 | 9.0 | 3.0e-19 | 0.64 | 0.00 | 1.00 | FALSE |
79 | The Cancer Genome Atlas | Rectum Adenocarcinoma | MFSD2B | 0.33 | 0.03 | enet | 10 | 0.04 | 4.3e-02 | 0.71 | -5.9 | 3.9e-09 | -0.23 | 0.02 | 0.11 | FALSE |
80 | The Cancer Genome Atlas | Rectum Adenocarcinoma | PFN4 | 0.38 | 0.11 | lasso | 5 | 0.05 | 2.8e-02 | 9.62 | 9.8 | 1.3e-22 | 0.67 | 0.00 | 0.82 | FALSE |
81 | The Cancer Genome Atlas | Stomach Adenocarcinoma | C2orf84 | 0.14 | 0.14 | blup | 55 | 0.15 | 7.7e-11 | 8.66 | 7.2 | 4.9e-13 | 0.58 | 0.99 | 0.01 | FALSE |
82 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | LOC375190 | 0.12 | 0.04 | blup | 82 | 0.06 | 2.7e-03 | 8.33 | -5.5 | 4.2e-08 | -0.35 | 0.05 | 0.15 | TRUE |
83 | The Cancer Genome Atlas | Thyroid Carcinoma | PFN4 | 0.21 | 0.10 | blup | 43 | 0.15 | 8.4e-15 | 9.62 | 6.7 | 1.6e-11 | 0.55 | 0.00 | 1.00 | FALSE |
84 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | PFN4 | 0.27 | 0.02 | blup | 43 | 0.08 | 3.1e-03 | 9.62 | 8.1 | 5.6e-16 | 0.55 | 0.00 | 0.86 | FALSE |