Best TWAS P=9.31e-31 · Best GWAS P=3.95e-28 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 | KCNH6 | 0.04 | 0.02 | enet | 9 | 0.04 | 1.4e-05 | 10.85 | 10.0 | 1.3e-23 | 0.79 | 0.05 | 0.94 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | PLEKHM1P | 0.24 | 0.26 | lasso | 6 | 0.27 | 8.0e-33 | 8.45 | -8.7 | 2.7e-18 | -0.02 | 0.01 | 0.99 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | SMARCD2 | 0.03 | 0.03 | blup | 330 | 0.03 | 1.1e-04 | 10.65 | 8.8 | 1.7e-18 | 0.92 | 0.04 | 0.95 | FALSE |
4 | GTEx | Adipose Subcutaneous | CD79B | 0.15 | 0.16 | enet | 9 | 0.17 | 3.5e-14 | -10.60 | 11.5 | 9.3e-31 | 0.49 | 0.25 | 0.75 | TRUE |
5 | GTEx | Adipose Subcutaneous | MAP3K3 | 0.09 | 0.07 | lasso | 6 | 0.07 | 3.5e-06 | 10.73 | 10.5 | 8.8e-26 | 0.99 | 0.02 | 0.98 | FALSE |
6 | GTEx | Adipose Visceral Omentum | CD79B | 0.15 | 0.00 | lasso | 6 | 0.02 | 4.1e-02 | -10.60 | 9.0 | 1.7e-19 | 0.29 | 0.11 | 0.24 | FALSE |
7 | GTEx | Adipose Visceral Omentum | MAP3K3 | 0.10 | 0.04 | enet | 12 | 0.05 | 9.0e-04 | 10.82 | 8.8 | 1.7e-18 | 0.84 | 0.02 | 0.92 | FALSE |
8 | GTEx | Artery Aorta | CYB561 | 0.07 | 0.04 | enet | 21 | 0.06 | 4.7e-04 | -2.56 | 5.2 | 1.5e-07 | 0.27 | 0.14 | 0.13 | TRUE |
9 | GTEx | Artery Aorta | CCDC47 | 0.08 | 0.02 | lasso | 2 | 0.01 | 9.4e-02 | -0.93 | 5.3 | 1.4e-07 | 0.79 | 0.06 | 0.65 | FALSE |
10 | GTEx | Artery Tibial | DDX42 | 0.13 | 0.14 | lasso | 5 | 0.15 | 9.1e-12 | 10.82 | -8.7 | 4.3e-18 | -0.94 | 0.02 | 0.98 | FALSE |
11 | GTEx | Artery Tibial | MAP3K3 | 0.05 | 0.07 | lasso | 5 | 0.07 | 2.9e-06 | 9.90 | 10.4 | 2.2e-25 | 0.92 | 0.06 | 0.94 | FALSE |
12 | GTEx | Brain Hippocampus | CYB561 | 0.33 | 0.24 | enet | 29 | 0.27 | 4.3e-07 | -2.54 | 5.6 | 2.7e-08 | 0.30 | 0.58 | 0.05 | TRUE |
13 | GTEx | Brain Hypothalamus | DDX42 | 0.15 | 0.18 | lasso | 3 | 0.09 | 4.2e-03 | 10.65 | -8.6 | 7.3e-18 | -0.90 | 0.06 | 0.62 | TRUE |
14 | GTEx | Brain Nucleus accumbens basal ganglia | DDX42 | 0.23 | 0.04 | lasso | 12 | 0.07 | 8.1e-03 | 10.82 | -10.5 | 5.3e-26 | -0.82 | 0.03 | 0.84 | FALSE |
15 | GTEx | Breast Mammary Tissue | MAP3K3 | 0.10 | 0.11 | lasso | 8 | 0.08 | 8.9e-05 | 10.85 | 10.8 | 3.8e-27 | 0.98 | 0.03 | 0.97 | FALSE |
16 | GTEx | Breast Mammary Tissue (Male) | MAP3K3 | 0.12 | 0.14 | lasso | 2 | 0.07 | 1.2e-02 | 10.53 | 8.5 | 1.8e-17 | 0.93 | 0.04 | 0.78 | FALSE |
17 | GTEx | Breast Mammary Tissue (Female) | CD79B | 0.04 | 0.07 | lasso | 2 | 0.03 | 4.2e-02 | -9.88 | 9.6 | 9.3e-22 | 0.39 | 0.04 | 0.18 | FALSE |
18 | GTEx | Breast Mammary Tissue (Female) | DCAF7 | 0.10 | 0.02 | lasso | 3 | 0.00 | 4.4e-01 | 9.72 | 9.7 | 2.4e-22 | 0.93 | 0.04 | 0.50 | FALSE |
19 | GTEx | Breast Mammary Tissue (Female) | MAP3K3 | 0.07 | 0.01 | lasso | 1 | 0.00 | 4.1e-01 | 10.70 | 10.7 | 1.0e-26 | 0.99 | 0.03 | 0.49 | FALSE |
20 | GTEx | Cells EBV-transformed lymphocytes | DDX42 | 0.11 | 0.14 | lasso | 2 | 0.12 | 1.3e-04 | 10.71 | -10.7 | 1.0e-26 | -0.99 | 0.04 | 0.89 | FALSE |
21 | GTEx | Cells Transformed fibroblasts | PSMC5 | 0.19 | 0.09 | lasso | 5 | 0.10 | 7.1e-08 | -9.09 | -8.4 | 3.8e-17 | -0.40 | 0.96 | 0.01 | FALSE |
22 | GTEx | Cells Transformed fibroblasts | ICAM2 | 0.17 | 0.06 | lasso | 5 | 0.09 | 5.6e-07 | 3.25 | -5.4 | 5.9e-08 | -0.11 | 0.94 | 0.00 | FALSE |
23 | GTEx | Cells Transformed fibroblasts | SMURF2 | 0.17 | 0.13 | enet | 8 | 0.13 | 3.7e-10 | 8.00 | 8.5 | 2.7e-17 | 0.04 | 0.04 | 0.96 | FALSE |
24 | GTEx | Colon Sigmoid | CD79B | 0.17 | 0.00 | lasso | 9 | 0.08 | 9.7e-04 | 10.72 | 8.1 | 7.0e-16 | 0.68 | 0.04 | 0.66 | FALSE |
25 | GTEx | Colon Transverse | DDX42 | 0.19 | 0.07 | lasso | 4 | 0.11 | 4.4e-06 | -1.94 | -6.5 | 7.4e-11 | -0.77 | 0.09 | 0.89 | FALSE |
26 | GTEx | Esophagus Mucosa | CCDC47 | 0.12 | 0.00 | lasso | 5 | 0.00 | 3.7e-01 | 10.71 | 5.8 | 4.8e-09 | 0.72 | 0.06 | 0.47 | TRUE |
27 | GTEx | Esophagus Mucosa | DDX42 | 0.08 | 0.06 | lasso | 3 | 0.09 | 1.3e-06 | 10.84 | -9.3 | 1.0e-20 | -0.95 | 0.03 | 0.97 | FALSE |
28 | GTEx | Esophagus Mucosa | MAP3K3 | 0.05 | 0.01 | enet | 11 | 0.02 | 1.8e-02 | 7.39 | 9.2 | 5.0e-20 | 0.79 | 0.04 | 0.86 | FALSE |
29 | GTEx | Esophagus Mucosa | STRADA | 0.05 | 0.07 | lasso | 2 | 0.05 | 1.9e-04 | -9.19 | -9.1 | 7.4e-20 | -0.41 | 0.31 | 0.04 | FALSE |
30 | GTEx | Esophagus Muscularis | PSMC5 | 0.12 | 0.08 | lasso | 3 | 0.07 | 3.8e-05 | -9.61 | -9.1 | 1.2e-19 | -0.34 | 0.53 | 0.02 | FALSE |
31 | GTEx | Esophagus Muscularis | DCAF7 | 0.08 | 0.06 | lasso | 7 | 0.05 | 6.7e-04 | 10.84 | 10.8 | 2.1e-27 | 0.98 | 0.04 | 0.95 | FALSE |
32 | GTEx | Esophagus Muscularis | MAP3K3 | 0.07 | 0.02 | enet | 8 | 0.02 | 3.0e-02 | 10.67 | 7.3 | 2.7e-13 | 0.87 | 0.05 | 0.90 | FALSE |
33 | GTEx | Heart Atrial Appendage | CYB561 | 0.19 | 0.01 | enet | 28 | 0.06 | 1.3e-03 | -1.98 | 7.2 | 5.2e-13 | 0.41 | 0.07 | 0.12 | FALSE |
34 | GTEx | Lung | MAP3K3 | 0.07 | 0.07 | lasso | 2 | 0.06 | 2.8e-05 | 10.53 | 10.5 | 5.3e-26 | 0.97 | 0.03 | 0.97 | FALSE |
35 | GTEx | Muscle Skeletal | PSMC5 | 0.04 | 0.02 | lasso | 2 | 0.02 | 3.1e-03 | 7.49 | 5.4 | 7.0e-08 | 0.77 | 0.14 | 0.71 | FALSE |
36 | GTEx | Muscle Skeletal | SMARCD2 | 0.13 | 0.03 | lasso | 5 | 0.04 | 1.3e-04 | -9.11 | -7.1 | 9.5e-13 | -0.21 | 0.84 | 0.01 | FALSE |
37 | GTEx | Nerve Tibial | MAP3K3 | 0.07 | 0.10 | lasso | 2 | 0.08 | 4.1e-06 | 10.82 | 10.8 | 2.7e-27 | 0.98 | 0.03 | 0.97 | FALSE |
38 | GTEx | Pancreas | FTSJ3 | 0.19 | 0.28 | enet | 44 | 0.31 | 1.7e-13 | -0.99 | 5.3 | 1.2e-07 | 0.78 | 0.92 | 0.08 | FALSE |
39 | GTEx | Pancreas | DDX42 | 0.17 | 0.18 | lasso | 3 | 0.16 | 3.6e-07 | 10.70 | -9.2 | 4.5e-20 | -0.96 | 0.04 | 0.96 | FALSE |
40 | GTEx | Pancreas | MAP3K3 | 0.10 | 0.08 | lasso | 4 | 0.07 | 9.0e-04 | 10.85 | 9.8 | 9.7e-23 | 0.89 | 0.03 | 0.80 | FALSE |
41 | GTEx | Pancreas | MILR1 | 0.18 | 0.01 | lasso | 7 | 0.03 | 1.3e-02 | 8.09 | 5.5 | 4.2e-08 | 0.04 | 0.08 | 0.06 | FALSE |
42 | GTEx | Pituitary | MAP3K3 | 0.11 | 0.07 | lasso | 6 | 0.04 | 3.5e-02 | 10.70 | 9.8 | 1.1e-22 | 0.97 | 0.05 | 0.64 | FALSE |
43 | GTEx | Skin Not Sun Exposed Suprapubic | DDX42 | 0.17 | 0.10 | lasso | 9 | 0.10 | 2.4e-06 | -0.97 | -5.5 | 3.5e-08 | -0.80 | 0.10 | 0.90 | TRUE |
44 | GTEx | Skin Not Sun Exposed Suprapubic | MAP3K3 | 0.12 | 0.13 | enet | 10 | 0.15 | 1.8e-08 | 10.85 | 10.8 | 3.4e-27 | 0.99 | 0.02 | 0.98 | FALSE |
45 | GTEx | Skin Sun Exposed Lower leg | DDX42 | 0.07 | 0.04 | lasso | 4 | 0.05 | 2.5e-05 | 11.00 | -9.4 | 7.7e-21 | -0.98 | 0.02 | 0.98 | FALSE |
46 | GTEx | Skin Sun Exposed Lower leg | MAP3K3 | 0.08 | 0.08 | lasso | 3 | 0.08 | 6.8e-07 | 10.85 | 10.5 | 6.1e-26 | 0.98 | 0.03 | 0.97 | FALSE |
47 | GTEx | Skin Sun Exposed Lower leg | hsa-mir-6080 | 0.11 | 0.10 | lasso | 2 | 0.08 | 1.7e-07 | 8.03 | -8.4 | 4.7e-17 | -0.01 | 0.06 | 0.94 | FALSE |
48 | GTEx | Spleen | FTSJ3 | 0.19 | 0.07 | lasso | 3 | 0.06 | 1.2e-02 | 9.81 | 7.2 | 4.3e-13 | 0.87 | 0.11 | 0.71 | FALSE |
49 | GTEx | Spleen | MAP3K3 | 0.21 | 0.14 | lasso | 10 | 0.10 | 1.4e-03 | 10.82 | 10.7 | 6.5e-27 | 0.97 | 0.03 | 0.94 | FALSE |
50 | GTEx | Stomach | DCAF7 | 0.24 | 0.00 | enet | 33 | 0.08 | 1.2e-04 | 0.69 | 6.3 | 3.4e-10 | 0.40 | 0.04 | 0.50 | FALSE |
51 | GTEx | Testis | PSMC5 | 0.14 | 0.13 | lasso | 6 | 0.14 | 6.0e-07 | 11.00 | -11.0 | 6.0e-28 | -0.99 | 0.02 | 0.98 | FALSE |
52 | GTEx | Testis | CCDC47 | 0.17 | 0.06 | enet | 28 | 0.09 | 1.0e-04 | -9.45 | 5.5 | 2.9e-08 | 0.13 | 0.49 | 0.19 | FALSE |
53 | GTEx | Vagina | SMURF2 | 0.32 | 0.00 | enet | 1 | 0.06 | 1.4e-02 | 6.12 | 6.1 | 9.5e-10 | 0.09 | 0.03 | 0.21 | FALSE |
54 | METSIM | Adipose | CD79B | 0.04 | 0.01 | lasso | 5 | 0.01 | 4.3e-03 | -4.82 | 7.7 | 1.2e-14 | 0.43 | 0.22 | 0.25 | FALSE |
55 | METSIM | Adipose | RP11-214C8.2 | 0.03 | 0.00 | blup | 304 | 0.01 | 4.2e-03 | -2.85 | -5.8 | 5.1e-09 | -0.16 | 0.25 | 0.03 | FALSE |
56 | NTR | Blood | LIMD2 | 0.04 | 0.03 | blup | 304 | 0.03 | 2.2e-10 | 10.01 | -8.2 | 3.3e-16 | -0.82 | 0.05 | 0.95 | FALSE |
57 | NTR | Blood | MAP3K3 | 0.02 | 0.01 | lasso | 2 | 0.01 | 2.0e-04 | 10.01 | -10.2 | 1.8e-24 | -0.84 | 0.29 | 0.70 | FALSE |
58 | YFS | Blood | AXIN2 | 0.20 | 0.05 | enet | 34 | 0.10 | 5.1e-31 | 5.31 | -5.4 | 6.7e-08 | 0.01 | 0.01 | 0.99 | TRUE |
59 | YFS | Blood | ICAM2 | 0.06 | 0.03 | enet | 21 | 0.04 | 1.3e-11 | 3.10 | -6.3 | 3.5e-10 | -0.14 | 1.00 | 0.00 | FALSE |
60 | YFS | Blood | LIMD2 | 0.03 | 0.03 | enet | 11 | 0.03 | 3.6e-11 | 9.72 | -10.0 | 2.4e-23 | -0.84 | 0.26 | 0.74 | FALSE |
61 | YFS | Blood | SMARCD2 | 0.03 | 0.04 | lasso | 7 | 0.05 | 7.6e-15 | 11.00 | 8.1 | 6.0e-16 | 0.94 | 0.03 | 0.97 | TRUE |
62 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CD79B | 0.02 | 0.02 | lasso | 2 | 0.01 | 3.0e-03 | -10.58 | 10.5 | 1.3e-25 | 0.34 | 0.00 | 0.87 | FALSE |
63 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PLEKHM1P | 0.01 | 0.01 | enet | 7 | 0.01 | 1.9e-02 | 8.38 | -6.4 | 1.9e-10 | 0.01 | 0.01 | 0.72 | FALSE |
64 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SCN4A | 0.04 | 0.01 | blup | 39 | 0.03 | 1.4e-07 | -10.58 | -9.9 | 3.0e-23 | -0.31 | 0.01 | 0.98 | FALSE |
65 | The Cancer Genome Atlas | Glioblastoma Multiforme | PLEKHM1P | 0.08 | 0.04 | blup | 7 | 0.04 | 2.7e-02 | 8.48 | -8.5 | 1.4e-17 | -0.01 | 0.00 | 0.41 | FALSE |
66 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | STRADA | 0.05 | 0.03 | lasso | 1 | 0.02 | 1.7e-03 | -9.09 | -9.1 | 1.0e-19 | -0.42 | 0.04 | 0.07 | FALSE |
67 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DDX42 | 0.04 | 0.02 | blup | 51 | 0.03 | 3.9e-04 | 11.00 | -7.7 | 1.9e-14 | -0.92 | 0.01 | 0.97 | FALSE |
68 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PLEKHM1P | 0.08 | 0.03 | enet | 4 | 0.04 | 4.0e-05 | 8.45 | -7.9 | 2.7e-15 | -0.04 | 0.01 | 0.94 | FALSE |
69 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SCN4A | 0.05 | 0.01 | blup | 41 | 0.04 | 2.2e-05 | 3.34 | -7.1 | 1.2e-12 | 0.08 | 0.03 | 0.88 | FALSE |
70 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | STRADA | 0.07 | 0.01 | blup | 57 | 0.03 | 5.5e-04 | 1.78 | 6.8 | 8.3e-12 | 0.13 | 0.10 | 0.03 | FALSE |
71 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PSMC5 | 0.13 | 0.06 | blup | 27 | 0.07 | 7.2e-05 | -0.83 | 5.6 | 2.5e-08 | 0.80 | 0.23 | 0.44 | FALSE |
72 | The Cancer Genome Atlas | Brain Lower Grade Glioma | DDX42 | 0.06 | 0.04 | blup | 51 | 0.06 | 7.9e-08 | -1.01 | -6.2 | 4.3e-10 | -0.83 | 0.08 | 0.92 | FALSE |
73 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SMARCD2 | 0.08 | 0.04 | blup | 28 | 0.04 | 5.1e-05 | 11.00 | 9.8 | 1.3e-22 | 0.98 | 0.00 | 1.00 | FALSE |
74 | The Cancer Genome Atlas | Brain Lower Grade Glioma | STRADA | 0.03 | 0.00 | blup | 57 | 0.01 | 5.2e-02 | -9.09 | 8.1 | 7.6e-16 | 0.24 | 0.03 | 0.04 | FALSE |
75 | The Cancer Genome Atlas | Lung Adenocarcinoma | PLEKHM1P | 0.02 | 0.01 | blup | 7 | 0.02 | 4.7e-03 | 8.38 | -8.2 | 3.4e-16 | 0.00 | 0.00 | 0.73 | FALSE |
76 | The Cancer Genome Atlas | Lung Adenocarcinoma | SMARCD2 | 0.04 | 0.02 | blup | 28 | 0.01 | 1.6e-02 | 10.71 | 9.3 | 1.5e-20 | 0.97 | 0.00 | 0.78 | FALSE |
77 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SMURF2 | 0.10 | 0.01 | blup | 14 | 0.05 | 5.5e-03 | 6.89 | 5.9 | 3.7e-09 | 0.00 | 0.00 | 0.80 | FALSE |
78 | The Cancer Genome Atlas | Prostate Adenocarcinoma | DDX42 | 0.07 | 0.07 | enet | 11 | 0.07 | 9.2e-08 | 10.68 | -8.6 | 1.1e-17 | -0.94 | 0.03 | 0.97 | FALSE |
79 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PLEKHM1P | 0.02 | 0.02 | blup | 7 | 0.02 | 6.7e-03 | 8.38 | -8.8 | 1.4e-18 | -0.02 | 0.00 | 0.82 | FALSE |
80 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PSMC5 | 0.04 | 0.03 | lasso | 1 | 0.03 | 5.6e-04 | -9.45 | -9.4 | 3.5e-21 | -0.42 | 0.16 | 0.03 | FALSE |
81 | The Cancer Genome Atlas | Stomach Adenocarcinoma | DDX42 | 0.04 | 0.02 | blup | 51 | 0.04 | 5.2e-04 | 10.73 | -6.2 | 4.2e-10 | -0.84 | 0.02 | 0.79 | FALSE |
82 | The Cancer Genome Atlas | Thyroid Carcinoma | MAP3K3 | 0.02 | 0.02 | blup | 52 | 0.01 | 1.4e-02 | 10.53 | 10.1 | 4.9e-24 | 0.98 | 0.02 | 0.74 | FALSE |
83 | The Cancer Genome Atlas | Thyroid Carcinoma | PLEKHM1P | 0.04 | 0.03 | blup | 7 | 0.05 | 1.2e-05 | 8.45 | -9.1 | 1.4e-19 | -0.04 | 0.01 | 0.99 | TRUE |