Best TWAS P=7.24e-20 · Best GWAS P=8.16e-19 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 | EXD1 | 0.04 | 0.04 | lasso | 3 | 0.04 | 8.1e-06 | 7.75 | -7.2 | 7.5e-13 | -0.05 | 0.03 | 0.97 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | JMJD7 | 0.10 | 0.06 | bslmm | 419 | 0.07 | 2.4e-09 | 6.85 | 5.3 | 1.1e-07 | 0.03 | 0.02 | 0.98 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | MAPKBP1 | 0.10 | 0.06 | enet | 15 | 0.10 | 9.6e-13 | 6.72 | -5.5 | 4.1e-08 | -0.03 | 0.05 | 0.95 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | SRP14 | 0.18 | 0.04 | lasso | 7 | 0.07 | 5.0e-09 | 2.23 | -5.7 | 1.3e-08 | 0.59 | 0.11 | 0.88 | FALSE |
5 | GTEx | Adipose Subcutaneous | EIF2AK4 | 0.38 | 0.08 | enet | 18 | 0.23 | 4.7e-19 | -7.28 | -6.0 | 2.2e-09 | 0.60 | 0.62 | 0.38 | FALSE |
6 | GTEx | Adipose Visceral Omentum | EIF2AK4 | 0.23 | 0.08 | lasso | 7 | 0.15 | 2.7e-08 | -8.86 | -7.8 | 8.7e-15 | 0.79 | 0.00 | 0.99 | FALSE |
7 | GTEx | Adipose Visceral Omentum | SRP14 | 0.36 | 0.07 | lasso | 7 | 0.16 | 9.5e-09 | -1.23 | -5.7 | 1.5e-08 | 0.66 | 0.06 | 0.94 | FALSE |
8 | GTEx | Artery Aorta | PLA2G4B | 0.10 | 0.02 | lasso | 3 | 0.02 | 3.9e-02 | 6.63 | 6.7 | 1.9e-11 | 0.01 | 0.02 | 0.85 | FALSE |
9 | GTEx | Artery Aorta | OIP5-AS1 | 0.16 | 0.21 | enet | 26 | 0.23 | 5.2e-13 | 5.17 | 5.9 | 3.3e-09 | -0.01 | 1.00 | 0.00 | TRUE |
10 | GTEx | Artery Tibial | EHD4 | 0.14 | 0.03 | enet | 21 | 0.06 | 1.0e-05 | 2.02 | -5.7 | 9.7e-09 | -0.04 | 0.19 | 0.76 | FALSE |
11 | GTEx | Artery Tibial | MAPKBP1 | 0.07 | 0.01 | lasso | 6 | 0.00 | 4.3e-01 | -5.55 | -5.9 | 3.5e-09 | -0.02 | 0.04 | 0.91 | FALSE |
12 | GTEx | Brain Cerebellum | MAPKBP1 | 0.23 | 0.09 | lasso | 8 | 0.12 | 2.2e-04 | 6.67 | -7.8 | 8.8e-15 | -0.03 | 0.01 | 0.97 | FALSE |
13 | GTEx | Brain Cerebellum | SRP14 | 0.26 | 0.00 | enet | 8 | 0.04 | 2.3e-02 | -8.80 | -6.9 | 5.8e-12 | 0.77 | 0.01 | 0.80 | FALSE |
14 | GTEx | Brain Cerebellum | RP11-23P13.4 | 0.19 | 0.05 | enet | 13 | 0.10 | 7.6e-04 | 6.67 | -7.3 | 2.3e-13 | -0.02 | 0.02 | 0.88 | FALSE |
15 | GTEx | Brain Cortex | MAPKBP1 | 0.29 | 0.00 | enet | 21 | 0.04 | 2.7e-02 | -5.64 | -6.3 | 3.6e-10 | 0.00 | 0.04 | 0.80 | FALSE |
16 | GTEx | Brain Cortex | GCHFR | 0.25 | 0.04 | enet | 15 | 0.05 | 1.4e-02 | 7.81 | -8.0 | 1.4e-15 | -0.04 | 0.03 | 0.77 | TRUE |
17 | GTEx | Brain Hippocampus | ZFYVE19 | 0.20 | 0.07 | lasso | 8 | 0.01 | 2.0e-01 | 4.27 | -5.8 | 8.5e-09 | 0.03 | 0.07 | 0.06 | FALSE |
18 | GTEx | Breast Mammary Tissue | EIF2AK4 | 0.24 | 0.10 | lasso | 8 | 0.06 | 3.2e-04 | -8.86 | -8.6 | 6.8e-18 | 0.97 | 0.00 | 1.00 | FALSE |
19 | GTEx | Breast Mammary Tissue | OIP5-AS1 | 0.20 | 0.24 | lasso | 7 | 0.22 | 1.8e-11 | 5.62 | 5.7 | 1.3e-08 | -0.01 | 1.00 | 0.00 | FALSE |
20 | GTEx | Breast Mammary Tissue (Male) | RP11-111A22.1 | 0.39 | 0.22 | enet | 40 | 0.29 | 1.6e-07 | 4.65 | 6.2 | 4.4e-10 | -0.04 | 0.82 | 0.02 | FALSE |
21 | GTEx | Breast Mammary Tissue (Female) | OIP5-AS1 | 0.28 | 0.31 | lasso | 3 | 0.29 | 3.0e-09 | 5.62 | 6.2 | 5.7e-10 | -0.01 | 0.74 | 0.24 | FALSE |
22 | GTEx | Cells EBV-transformed lymphocytes | EIF2AK4 | 0.31 | -0.01 | enet | 11 | 0.06 | 6.4e-03 | -6.82 | -5.9 | 3.3e-09 | 0.42 | 0.07 | 0.11 | FALSE |
23 | GTEx | Cells Transformed fibroblasts | DNAJC17 | 0.11 | 0.11 | lasso | 3 | 0.11 | 6.7e-09 | 4.54 | 5.4 | 8.0e-08 | -0.02 | 0.98 | 0.00 | FALSE |
24 | GTEx | Colon Sigmoid | NDUFAF1 | 0.15 | 0.06 | lasso | 4 | 0.06 | 5.2e-03 | 6.42 | -7.1 | 1.1e-12 | -0.01 | 0.28 | 0.30 | FALSE |
25 | GTEx | Colon Transverse | EIF2AK4 | 0.40 | 0.16 | lasso | 4 | 0.15 | 9.2e-08 | -7.28 | -8.4 | 6.4e-17 | 0.87 | 0.00 | 1.00 | FALSE |
26 | GTEx | Esophagus Mucosa | EIF2AK4 | 0.30 | 0.11 | lasso | 6 | 0.14 | 9.4e-10 | -7.28 | -8.3 | 1.1e-16 | 0.87 | 0.00 | 1.00 | FALSE |
27 | GTEx | Esophagus Mucosa | NDUFAF1 | 0.25 | 0.18 | enet | 26 | 0.24 | 4.3e-16 | 6.42 | -5.5 | 3.4e-08 | 0.01 | 1.00 | 0.00 | FALSE |
28 | GTEx | Esophagus Mucosa | CHP1 | 0.19 | 0.10 | lasso | 7 | 0.09 | 1.4e-06 | 7.35 | -7.0 | 1.8e-12 | -0.03 | 0.17 | 0.83 | FALSE |
29 | GTEx | Esophagus Muscularis | EIF2AK4 | 0.28 | 0.09 | enet | 15 | 0.20 | 5.3e-12 | 0.41 | -5.4 | 5.2e-08 | 0.50 | 0.18 | 0.82 | FALSE |
30 | GTEx | Heart Left Ventricle | EHD4 | 0.20 | 0.14 | lasso | 3 | 0.12 | 7.8e-07 | 5.33 | -5.2 | 1.6e-07 | -0.05 | 0.91 | 0.02 | FALSE |
31 | GTEx | Lung | EIF2AK4 | 0.14 | 0.12 | enet | 10 | 0.12 | 2.0e-09 | -7.28 | -6.7 | 1.8e-11 | 0.67 | 0.11 | 0.89 | FALSE |
32 | GTEx | Lung | OIP5-AS1 | 0.09 | 0.08 | enet | 14 | 0.12 | 2.8e-09 | 7.95 | 6.9 | 3.8e-12 | 0.03 | 0.10 | 0.90 | FALSE |
33 | GTEx | Nerve Tibial | EHD4 | 0.20 | 0.04 | lasso | 7 | 0.08 | 2.4e-06 | 4.03 | -5.6 | 2.4e-08 | -0.06 | 0.81 | 0.15 | FALSE |
34 | GTEx | Nerve Tibial | MAPKBP1 | 0.09 | 0.05 | lasso | 3 | 0.08 | 3.5e-06 | 6.63 | -5.1 | 3.0e-07 | -0.01 | 0.01 | 0.99 | TRUE |
35 | GTEx | Nerve Tibial | NUSAP1 | 0.15 | 0.09 | enet | 10 | 0.15 | 9.8e-11 | 2.30 | 5.5 | 5.1e-08 | 0.03 | 0.80 | 0.20 | FALSE |
36 | GTEx | Pancreas | EIF2AK4 | 0.40 | 0.29 | lasso | 5 | 0.29 | 7.6e-13 | -8.86 | -9.1 | 7.2e-20 | 0.94 | 0.00 | 1.00 | TRUE |
37 | GTEx | Pancreas | OIP5-AS1 | 0.07 | 0.13 | lasso | 2 | 0.10 | 7.5e-05 | 5.61 | 5.2 | 1.7e-07 | -0.01 | 0.56 | 0.13 | FALSE |
38 | GTEx | Skin Not Sun Exposed Suprapubic | NDUFAF1 | 0.16 | 0.06 | lasso | 3 | 0.07 | 1.7e-04 | 6.42 | -7.3 | 3.8e-13 | 0.02 | 0.10 | 0.10 | FALSE |
39 | GTEx | Skin Not Sun Exposed Suprapubic | PLA2G4B | 0.17 | 0.18 | lasso | 5 | 0.18 | 2.9e-10 | 6.67 | 6.7 | 2.2e-11 | -0.02 | 0.02 | 0.98 | FALSE |
40 | GTEx | Skin Sun Exposed Lower leg | DNAJC17 | 0.08 | 0.04 | enet | 9 | 0.02 | 5.6e-03 | 5.03 | 5.9 | 3.9e-09 | 0.03 | 0.11 | 0.45 | FALSE |
41 | GTEx | Skin Sun Exposed Lower leg | EIF2AK4 | 0.34 | 0.15 | enet | 16 | 0.15 | 9.4e-13 | -8.86 | -8.0 | 1.8e-15 | 0.93 | 0.00 | 1.00 | FALSE |
42 | GTEx | Skin Sun Exposed Lower leg | CHP1 | 0.06 | 0.04 | enet | 9 | 0.04 | 3.1e-04 | 7.95 | -7.6 | 3.7e-14 | -0.03 | 0.04 | 0.93 | FALSE |
43 | GTEx | Skin Sun Exposed Lower leg | PLA2G4B | 0.16 | 0.18 | lasso | 3 | 0.17 | 2.5e-14 | 6.67 | 6.7 | 2.4e-11 | -0.02 | 0.02 | 0.98 | FALSE |
44 | GTEx | Stomach | EIF2AK4 | 0.21 | 0.13 | lasso | 7 | 0.11 | 4.9e-06 | -7.28 | -6.9 | 6.6e-12 | 0.70 | 0.02 | 0.94 | FALSE |
45 | GTEx | Testis | OIP5-AS1 | 0.14 | 0.16 | lasso | 1 | 0.14 | 8.6e-07 | 5.61 | 5.6 | 2.0e-08 | -0.02 | 0.75 | 0.10 | FALSE |
46 | GTEx | Thyroid | EIF2AK4 | 0.31 | 0.18 | enet | 15 | 0.23 | 3.0e-17 | -7.28 | -8.2 | 1.8e-16 | 0.90 | 0.00 | 1.00 | FALSE |
47 | GTEx | Thyroid | RTF1 | 0.28 | 0.27 | lasso | 3 | 0.26 | 8.4e-20 | -5.98 | -6.0 | 2.0e-09 | -0.04 | 1.00 | 0.00 | FALSE |
48 | GTEx | Thyroid | PLA2G4B | 0.14 | 0.09 | enet | 11 | 0.08 | 1.6e-06 | 6.79 | 8.2 | 1.5e-16 | 0.00 | 0.01 | 0.99 | TRUE |
49 | GTEx | Thyroid | OIP5-AS1 | 0.20 | 0.19 | lasso | 8 | 0.20 | 4.1e-15 | 5.62 | 6.1 | 1.4e-09 | 0.00 | 1.00 | 0.00 | FALSE |
50 | GTEx | Thyroid | SRP14-AS1 | 0.17 | 0.05 | enet | 17 | 0.04 | 9.1e-04 | 6.92 | 5.5 | 2.9e-08 | -0.57 | 0.19 | 0.28 | FALSE |
51 | GTEx | Thyroid | RP11-111A22.1 | 0.16 | 0.20 | enet | 19 | 0.21 | 3.1e-16 | -4.92 | 6.0 | 2.8e-09 | -0.03 | 1.00 | 0.00 | FALSE |
52 | METSIM | Adipose | BAHD1 | 0.04 | 0.05 | enet | 12 | 0.05 | 2.2e-08 | 4.64 | -6.2 | 4.3e-10 | 0.14 | 1.00 | 0.00 | TRUE |
53 | METSIM | Adipose | EIF2AK4 | 0.24 | 0.04 | enet | 25 | 0.17 | 1.1e-24 | -7.28 | -5.2 | 1.7e-07 | 0.64 | 0.00 | 1.00 | FALSE |
54 | METSIM | Adipose | JMJD7 | 0.16 | 0.20 | lasso | 11 | 0.22 | 5.6e-32 | -5.77 | 5.7 | 1.1e-08 | 0.03 | 0.95 | 0.05 | FALSE |
55 | NTR | Blood | INO80 | 0.02 | 0.02 | enet | 8 | 0.03 | 2.8e-09 | 7.72 | -7.4 | 1.1e-13 | -0.04 | 0.04 | 0.96 | TRUE |
56 | NTR | Blood | RTF1 | 0.04 | 0.02 | blup | 338 | 0.03 | 6.9e-09 | -6.21 | 5.4 | 7.8e-08 | -0.01 | 0.22 | 0.78 | FALSE |
57 | YFS | Blood | MGA | 0.01 | 0.00 | blup | 454 | 0.00 | 7.1e-02 | 6.60 | 7.7 | 2.1e-14 | 0.02 | 0.02 | 0.82 | FALSE |
58 | YFS | Blood | PLA2G4B | 0.07 | 0.11 | bslmm | 409 | 0.12 | 1.6e-35 | 6.72 | 7.0 | 2.2e-12 | -0.03 | 0.02 | 0.98 | FALSE |
59 | YFS | Blood | SRP14 | 0.56 | 0.35 | enet | 68 | 0.54 | 4.4e-213 | -7.09 | -7.8 | 9.5e-15 | 0.79 | 1.00 | 0.00 | FALSE |
60 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | JMJD7-PLA2G4B | 0.04 | 0.00 | enet | 8 | 0.01 | 2.8e-02 | 6.63 | 6.0 | 2.0e-09 | 0.02 | 0.00 | 0.91 | FALSE |
61 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CHP | 0.01 | 0.01 | blup | 54 | 0.01 | 1.4e-02 | 7.98 | -7.8 | 4.9e-15 | -0.01 | 0.01 | 0.89 | FALSE |
62 | The Cancer Genome Atlas | Breast Invasive Carcinoma | EIF2AK4 | 0.05 | 0.03 | lasso | 7 | 0.03 | 9.5e-07 | -8.80 | -8.1 | 7.1e-16 | 0.90 | 0.00 | 1.00 | FALSE |
63 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | NDUFAF1 | 0.16 | 0.02 | blup | 28 | 0.05 | 2.1e-03 | 5.86 | -5.7 | 1.3e-08 | 0.08 | 0.00 | 0.89 | FALSE |
64 | The Cancer Genome Atlas | Esophageal Carcinoma | EIF2AK4 | 0.16 | 0.07 | lasso | 6 | 0.13 | 7.2e-05 | -8.80 | -7.3 | 2.2e-13 | 0.82 | 0.00 | 0.93 | FALSE |
65 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | EIF2AK4 | 0.11 | 0.04 | lasso | 4 | 0.06 | 2.1e-07 | -8.86 | -7.3 | 2.7e-13 | 0.84 | 0.00 | 1.00 | FALSE |
66 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | JMJD7-PLA2G4B | 0.04 | 0.02 | lasso | 3 | 0.02 | 1.9e-03 | 6.67 | 6.6 | 5.5e-11 | -0.02 | 0.00 | 0.95 | FALSE |
67 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | INO80 | 0.03 | 0.02 | blup | 38 | 0.03 | 1.1e-02 | 2.79 | 5.8 | 6.6e-09 | 0.04 | 0.02 | 0.49 | FALSE |
68 | The Cancer Genome Atlas | Brain Lower Grade Glioma | JMJD7-PLA2G4B | 0.07 | 0.02 | enet | 7 | 0.03 | 3.2e-04 | 6.67 | 5.7 | 1.1e-08 | -0.02 | 0.00 | 0.96 | FALSE |
69 | The Cancer Genome Atlas | Lung Adenocarcinoma | EIF2AK4 | 0.09 | 0.02 | enet | 10 | 0.04 | 8.2e-06 | -7.28 | -5.2 | 2.2e-07 | 0.58 | 0.20 | 0.32 | FALSE |
70 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | EIF2AK4 | 0.22 | 0.06 | lasso | 4 | 0.10 | 6.9e-05 | 2.23 | -5.6 | 2.3e-08 | 0.64 | 0.02 | 0.82 | FALSE |
71 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | INO80 | 0.07 | 0.04 | blup | 40 | 0.06 | 1.2e-03 | 4.50 | 7.2 | 4.9e-13 | 0.03 | 0.02 | 0.82 | FALSE |
72 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | LOC729082 | 0.31 | 0.00 | blup | 43 | 0.00 | 5.5e-01 | 5.25 | 6.5 | 8.2e-11 | 0.03 | 0.01 | 0.38 | FALSE |
73 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CHP | 0.21 | 0.11 | lasso | 4 | 0.12 | 5.1e-13 | 3.09 | -5.7 | 1.6e-08 | 0.01 | 0.26 | 0.74 | FALSE |
74 | The Cancer Genome Atlas | Rectum Adenocarcinoma | RPAP1 | 0.37 | 0.10 | blup | 56 | 0.08 | 5.5e-03 | -3.22 | -6.0 | 1.8e-09 | 0.00 | 0.02 | 0.10 | FALSE |
75 | The Cancer Genome Atlas | Stomach Adenocarcinoma | EIF2AK4 | 0.06 | 0.01 | blup | 105 | 0.02 | 1.5e-02 | 3.34 | -6.2 | 6.5e-10 | 0.59 | 0.01 | 0.76 | FALSE |
76 | The Cancer Genome Atlas | Thyroid Carcinoma | EIF2AK4 | 0.15 | 0.07 | lasso | 5 | 0.09 | 4.9e-09 | -8.86 | -8.3 | 7.5e-17 | 0.91 | 0.00 | 1.00 | FALSE |
77 | The Cancer Genome Atlas | Thyroid Carcinoma | INO80 | 0.03 | 0.02 | blup | 39 | 0.03 | 1.0e-03 | 3.35 | 7.1 | 1.0e-12 | 0.04 | 0.02 | 0.95 | FALSE |
78 | The Cancer Genome Atlas | Thyroid Carcinoma | RTF1 | 0.04 | 0.02 | lasso | 3 | 0.02 | 4.0e-03 | -5.98 | -5.7 | 1.1e-08 | -0.04 | 0.01 | 0.91 | TRUE |