Best TWAS P=5.06e-46 · Best GWAS P=4.05e-44 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 | 12.7 | 10.9 | 1.1e-27 | 0.77 | 0.03 | 0.96 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | SMARCD2 | 0.03 | 0.03 | blup | 330 | 0.03 | 1.1e-04 | 13.9 | 10.1 | 3.4e-24 | 0.86 | 0.01 | 0.98 | TRUE |
3 | GTEx | Adipose Subcutaneous | CD79B | 0.15 | 0.16 | enet | 9 | 0.17 | 3.5e-14 | -13.4 | 14.2 | 5.1e-46 | 0.50 | 0.04 | 0.96 | TRUE |
4 | GTEx | Adipose Subcutaneous | MAP3K3 | 0.09 | 0.07 | lasso | 6 | 0.07 | 3.5e-06 | 12.7 | 12.4 | 4.4e-35 | 0.91 | 0.78 | 0.22 | FALSE |
5 | GTEx | Adipose Visceral Omentum | CD79B | 0.15 | 0.00 | lasso | 6 | 0.02 | 4.1e-02 | -13.4 | 11.9 | 9.7e-33 | 0.32 | 0.10 | 0.28 | FALSE |
6 | GTEx | Adipose Visceral Omentum | MAP3K3 | 0.10 | 0.04 | enet | 12 | 0.05 | 9.0e-04 | 12.7 | 10.9 | 6.8e-28 | 0.78 | 0.08 | 0.76 | FALSE |
7 | GTEx | Adrenal Gland | FTSJ3 | 0.16 | 0.16 | lasso | 4 | 0.20 | 9.3e-08 | -2.1 | 5.7 | 1.1e-08 | 0.73 | 0.30 | 0.68 | FALSE |
8 | GTEx | Artery Aorta | CCDC47 | 0.08 | 0.02 | lasso | 2 | 0.01 | 9.4e-02 | -2.1 | 7.0 | 1.8e-12 | 0.73 | 0.06 | 0.65 | FALSE |
9 | GTEx | Artery Tibial | DDX42 | 0.13 | 0.14 | lasso | 5 | 0.15 | 9.1e-12 | 12.7 | -10.5 | 1.2e-25 | -0.85 | 0.31 | 0.69 | FALSE |
10 | GTEx | Artery Tibial | MAP3K3 | 0.05 | 0.07 | lasso | 5 | 0.07 | 2.9e-06 | 13.3 | 13.3 | 2.2e-40 | 0.94 | 0.11 | 0.87 | FALSE |
11 | GTEx | Brain Cerebellum | DDX42 | 0.12 | 0.00 | enet | 19 | 0.02 | 7.0e-02 | -1.7 | -5.7 | 1.0e-08 | -0.66 | 0.10 | 0.17 | FALSE |
12 | GTEx | Brain Hypothalamus | DDX42 | 0.15 | 0.18 | lasso | 3 | 0.09 | 4.2e-03 | 13.9 | -11.6 | 4.2e-31 | -0.97 | 0.01 | 0.92 | FALSE |
13 | GTEx | Brain Nucleus accumbens basal ganglia | DDX42 | 0.23 | 0.04 | lasso | 12 | 0.07 | 8.1e-03 | 12.7 | -12.0 | 2.6e-33 | -0.75 | 0.09 | 0.56 | FALSE |
14 | GTEx | Brain Putamen basal ganglia | DDX42 | 0.16 | 0.04 | lasso | 4 | 0.06 | 1.5e-02 | -3.5 | -7.0 | 2.0e-12 | -0.49 | 0.09 | 0.28 | FALSE |
15 | GTEx | Breast Mammary Tissue | DCAF7 | 0.08 | 0.00 | enet | 18 | 0.05 | 1.1e-03 | 9.5 | 7.9 | 2.9e-15 | 0.52 | 0.07 | 0.33 | FALSE |
16 | GTEx | Breast Mammary Tissue | MAP3K3 | 0.10 | 0.11 | lasso | 8 | 0.08 | 8.9e-05 | 12.7 | 12.8 | 2.0e-37 | 0.91 | 0.32 | 0.66 | FALSE |
17 | GTEx | Breast Mammary Tissue (Male) | MAP3K3 | 0.12 | 0.14 | lasso | 2 | 0.07 | 1.2e-02 | 12.3 | 9.8 | 9.0e-23 | 0.86 | 0.05 | 0.70 | FALSE |
18 | GTEx | Breast Mammary Tissue (Female) | CD79B | 0.04 | 0.07 | lasso | 2 | 0.03 | 4.2e-02 | -10.9 | 10.5 | 1.0e-25 | 0.37 | 0.04 | 0.15 | FALSE |
19 | GTEx | Breast Mammary Tissue (Female) | DCAF7 | 0.10 | 0.02 | lasso | 3 | 0.00 | 4.4e-01 | 11.2 | 11.8 | 4.3e-32 | 0.85 | 0.06 | 0.23 | FALSE |
20 | GTEx | Breast Mammary Tissue (Female) | MAP3K3 | 0.07 | 0.01 | lasso | 1 | 0.00 | 4.1e-01 | 12.6 | 12.6 | 1.5e-36 | 0.90 | 0.05 | 0.17 | FALSE |
21 | GTEx | Cells EBV-transformed lymphocytes | DDX42 | 0.11 | 0.14 | lasso | 2 | 0.12 | 1.3e-04 | 12.7 | -12.7 | 9.3e-37 | -0.91 | 0.20 | 0.41 | FALSE |
22 | GTEx | Cells Transformed fibroblasts | CD79B | 0.20 | 0.00 | lasso | 4 | 0.00 | 4.3e-01 | -1.1 | -5.6 | 2.7e-08 | -0.12 | 0.10 | 0.16 | FALSE |
23 | GTEx | Cells Transformed fibroblasts | PSMC5 | 0.19 | 0.09 | lasso | 5 | 0.10 | 7.1e-08 | -9.8 | -8.9 | 3.9e-19 | -0.38 | 0.88 | 0.09 | FALSE |
24 | GTEx | Cells Transformed fibroblasts | ICAM2 | 0.17 | 0.06 | lasso | 5 | 0.09 | 5.6e-07 | 3.7 | -5.4 | 5.7e-08 | -0.09 | 0.94 | 0.00 | FALSE |
25 | GTEx | Colon Sigmoid | CD79B | 0.17 | 0.00 | lasso | 9 | 0.08 | 9.7e-04 | 12.6 | 9.1 | 8.5e-20 | 0.62 | 0.05 | 0.47 | FALSE |
26 | GTEx | Colon Transverse | DDX42 | 0.19 | 0.07 | lasso | 4 | 0.11 | 4.4e-06 | -2.6 | -7.7 | 2.0e-14 | -0.70 | 0.21 | 0.73 | TRUE |
27 | GTEx | Esophagus Mucosa | CCDC47 | 0.12 | 0.00 | lasso | 5 | 0.00 | 3.7e-01 | 12.7 | 6.7 | 2.0e-11 | 0.65 | 0.07 | 0.34 | FALSE |
28 | GTEx | Esophagus Mucosa | DDX42 | 0.08 | 0.06 | lasso | 3 | 0.09 | 1.3e-06 | 12.7 | -11.1 | 1.6e-28 | -0.87 | 0.33 | 0.65 | FALSE |
29 | GTEx | Esophagus Mucosa | MAP3K3 | 0.05 | 0.01 | enet | 11 | 0.02 | 1.8e-02 | 9.6 | 10.3 | 5.5e-25 | 0.78 | 0.03 | 0.91 | FALSE |
30 | GTEx | Esophagus Mucosa | STRADA | 0.05 | 0.07 | lasso | 2 | 0.05 | 1.9e-04 | -9.7 | -9.6 | 1.0e-21 | -0.39 | 0.30 | 0.06 | FALSE |
31 | GTEx | Esophagus Muscularis | PSMC5 | 0.12 | 0.08 | lasso | 3 | 0.07 | 3.8e-05 | -10.6 | -9.6 | 7.1e-22 | -0.32 | 0.52 | 0.04 | FALSE |
32 | GTEx | Esophagus Muscularis | DCAF7 | 0.08 | 0.06 | lasso | 7 | 0.05 | 6.7e-04 | 12.8 | 12.8 | 1.6e-37 | 0.90 | 0.16 | 0.77 | FALSE |
33 | GTEx | Esophagus Muscularis | MAP3K3 | 0.07 | 0.02 | enet | 8 | 0.02 | 3.0e-02 | 12.7 | 9.3 | 1.6e-20 | 0.80 | 0.30 | 0.44 | FALSE |
34 | GTEx | Heart Atrial Appendage | CYB561 | 0.19 | 0.01 | enet | 28 | 0.06 | 1.3e-03 | 2.1 | 5.4 | 5.7e-08 | 0.41 | 0.05 | 0.32 | TRUE |
35 | GTEx | Lung | TEX2 | 0.04 | 0.02 | enet | 13 | 0.01 | 5.0e-02 | 2.5 | 6.5 | 5.8e-11 | 0.48 | 0.13 | 0.17 | FALSE |
36 | GTEx | Lung | DDX42 | 0.06 | 0.04 | enet | 7 | 0.04 | 5.8e-04 | -2.1 | -6.7 | 1.9e-11 | -0.73 | 0.45 | 0.45 | FALSE |
37 | GTEx | Lung | MAP3K3 | 0.07 | 0.07 | lasso | 2 | 0.06 | 2.8e-05 | 12.3 | 12.4 | 3.6e-35 | 0.89 | 0.39 | 0.58 | FALSE |
38 | GTEx | Muscle Skeletal | PSMC5 | 0.04 | 0.02 | lasso | 2 | 0.02 | 3.1e-03 | 9.6 | 7.4 | 1.7e-13 | 0.70 | 0.48 | 0.06 | TRUE |
39 | GTEx | Muscle Skeletal | SMARCD2 | 0.13 | 0.03 | lasso | 5 | 0.04 | 1.3e-04 | -9.8 | -7.3 | 2.8e-13 | -0.20 | 0.84 | 0.01 | FALSE |
40 | GTEx | Nerve Tibial | MAP3K3 | 0.07 | 0.10 | lasso | 2 | 0.08 | 4.1e-06 | 12.7 | 12.7 | 1.1e-36 | 0.90 | 0.60 | 0.38 | FALSE |
41 | GTEx | Pancreas | FTSJ3 | 0.19 | 0.28 | enet | 44 | 0.31 | 1.7e-13 | -2.1 | 7.0 | 3.4e-12 | 0.72 | 0.98 | 0.02 | FALSE |
42 | GTEx | Pancreas | DDX42 | 0.17 | 0.18 | lasso | 3 | 0.16 | 3.6e-07 | 12.6 | -11.1 | 1.5e-28 | -0.88 | 0.81 | 0.18 | FALSE |
43 | GTEx | Pancreas | MAP3K3 | 0.10 | 0.08 | lasso | 4 | 0.07 | 9.0e-04 | 12.7 | 10.5 | 1.3e-25 | 0.81 | 0.07 | 0.58 | FALSE |
44 | GTEx | Pituitary | MAP3K3 | 0.11 | 0.07 | lasso | 6 | 0.04 | 3.5e-02 | 12.6 | 12.1 | 1.2e-33 | 0.89 | 0.04 | 0.71 | FALSE |
45 | GTEx | Skin Not Sun Exposed Suprapubic | DDX42 | 0.17 | 0.10 | lasso | 9 | 0.10 | 2.4e-06 | -2.1 | -6.9 | 4.7e-12 | -0.72 | 0.29 | 0.71 | FALSE |
46 | GTEx | Skin Not Sun Exposed Suprapubic | MAP3K3 | 0.12 | 0.13 | enet | 10 | 0.15 | 1.8e-08 | 12.7 | 12.9 | 5.8e-38 | 0.92 | 0.14 | 0.86 | FALSE |
47 | GTEx | Skin Sun Exposed Lower leg | DDX42 | 0.07 | 0.04 | lasso | 4 | 0.05 | 2.5e-05 | 13.3 | -11.5 | 1.1e-30 | -0.92 | 0.12 | 0.88 | FALSE |
48 | GTEx | Skin Sun Exposed Lower leg | MAP3K3 | 0.08 | 0.08 | lasso | 3 | 0.08 | 6.8e-07 | 12.7 | 12.5 | 8.3e-36 | 0.90 | 0.88 | 0.09 | FALSE |
49 | GTEx | Small Intestine Terminal Ileum | FTSJ3 | 0.29 | 0.23 | enet | 50 | 0.22 | 1.3e-05 | -2.1 | 6.1 | 1.3e-09 | 0.62 | 0.55 | 0.35 | FALSE |
50 | GTEx | Spleen | FTSJ3 | 0.19 | 0.07 | lasso | 3 | 0.06 | 1.2e-02 | 11.3 | 8.9 | 7.2e-19 | 0.79 | 0.27 | 0.31 | FALSE |
51 | GTEx | Spleen | MAP3K3 | 0.21 | 0.14 | lasso | 10 | 0.10 | 1.4e-03 | 12.7 | 12.5 | 4.9e-36 | 0.89 | 0.25 | 0.49 | FALSE |
52 | GTEx | Stomach | DCAF7 | 0.24 | 0.00 | enet | 33 | 0.08 | 1.2e-04 | 3.2 | 8.9 | 7.2e-19 | 0.37 | 0.03 | 0.65 | FALSE |
53 | GTEx | Testis | PSMC5 | 0.14 | 0.13 | lasso | 6 | 0.14 | 6.0e-07 | 13.3 | -13.0 | 2.2e-38 | -0.91 | 0.19 | 0.80 | FALSE |
54 | GTEx | Testis | CCDC47 | 0.17 | 0.06 | enet | 28 | 0.09 | 1.0e-04 | -10.4 | 6.6 | 4.8e-11 | 0.13 | 0.16 | 0.73 | FALSE |
55 | GTEx | Testis | TEX2 | 0.22 | 0.03 | enet | 17 | 0.06 | 1.3e-03 | 1.9 | 6.0 | 1.5e-09 | 0.22 | 0.26 | 0.05 | FALSE |
56 | GTEx | Whole Blood | CCDC47 | 0.05 | 0.00 | lasso | 5 | 0.01 | 9.8e-02 | 1.3 | -9.7 | 3.5e-22 | -0.66 | 0.03 | 0.64 | FALSE |
57 | METSIM | Adipose | CD79B | 0.04 | 0.01 | lasso | 5 | 0.01 | 4.3e-03 | -4.2 | 7.2 | 4.1e-13 | 0.40 | 0.15 | 0.47 | FALSE |
58 | METSIM | Adipose | RP11-214C8.2 | 0.03 | 0.00 | blup | 304 | 0.01 | 4.2e-03 | -3.0 | -6.0 | 2.1e-09 | -0.14 | 0.25 | 0.03 | FALSE |
59 | NTR | Blood | LIMD2 | 0.04 | 0.03 | blup | 304 | 0.03 | 2.2e-10 | 13.3 | -10.6 | 3.5e-26 | -0.78 | 0.35 | 0.65 | FALSE |
60 | NTR | Blood | MAP3K3 | 0.02 | 0.01 | lasso | 2 | 0.01 | 2.0e-04 | 13.3 | -13.3 | 2.0e-40 | -0.89 | 0.45 | 0.55 | FALSE |
61 | YFS | Blood | AXIN2 | 0.20 | 0.05 | enet | 34 | 0.10 | 5.1e-31 | 5.1 | -5.9 | 3.6e-09 | 0.00 | 1.00 | 0.00 | TRUE |
62 | YFS | Blood | ICAM2 | 0.06 | 0.03 | enet | 21 | 0.04 | 1.3e-11 | 3.9 | -7.1 | 1.1e-12 | -0.11 | 1.00 | 0.00 | FALSE |
63 | YFS | Blood | LIMD2 | 0.03 | 0.03 | enet | 11 | 0.03 | 3.6e-11 | 11.2 | -11.5 | 1.9e-30 | -0.77 | 0.91 | 0.09 | FALSE |
64 | YFS | Blood | SMARCD2 | 0.03 | 0.04 | lasso | 7 | 0.05 | 7.6e-15 | 13.3 | 10.1 | 8.4e-24 | 0.88 | 0.64 | 0.36 | TRUE |
65 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CD79B | 0.02 | 0.02 | lasso | 2 | 0.01 | 3.0e-03 | -13.8 | 13.4 | 3.6e-41 | 0.37 | 0.02 | 0.59 | FALSE |
66 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FTSJ3 | 0.07 | 0.09 | blup | 30 | 0.10 | 1.6e-19 | -2.1 | 5.6 | 1.8e-08 | 0.68 | 1.00 | 0.00 | FALSE |
67 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SCN4A | 0.04 | 0.01 | blup | 39 | 0.03 | 1.4e-07 | -13.8 | -13.6 | 5.4e-42 | -0.33 | 0.03 | 0.95 | FALSE |
68 | The Cancer Genome Atlas | Colon Adenocarcinoma | DDX42 | 0.04 | 0.01 | blup | 51 | 0.02 | 1.6e-02 | -2.1 | -6.0 | 1.6e-09 | -0.66 | 0.06 | 0.38 | TRUE |
69 | The Cancer Genome Atlas | Colon Adenocarcinoma | FTSJ3 | 0.16 | 0.17 | blup | 30 | 0.18 | 1.9e-10 | -2.1 | 6.8 | 7.6e-12 | 0.73 | 0.70 | 0.30 | FALSE |
70 | The Cancer Genome Atlas | Glioblastoma Multiforme | FTSJ3 | 0.25 | 0.22 | blup | 30 | 0.24 | 8.7e-08 | -1.7 | 5.7 | 1.0e-08 | 0.68 | 0.17 | 0.80 | FALSE |
71 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | STRADA | 0.05 | 0.03 | lasso | 1 | 0.02 | 1.7e-03 | -9.8 | -9.8 | 1.1e-22 | -0.39 | 0.04 | 0.07 | FALSE |
72 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DDX42 | 0.04 | 0.02 | blup | 51 | 0.03 | 3.9e-04 | 13.3 | -9.5 | 2.7e-21 | -0.84 | 0.01 | 0.97 | FALSE |
73 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SCN4A | 0.05 | 0.01 | blup | 41 | 0.04 | 2.2e-05 | 4.7 | -8.8 | 1.9e-18 | 0.08 | 0.12 | 0.49 | FALSE |
74 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | STRADA | 0.07 | 0.01 | blup | 57 | 0.03 | 5.5e-04 | 1.2 | 7.0 | 2.6e-12 | 0.13 | 0.10 | 0.03 | FALSE |
75 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PSMC5 | 0.13 | 0.06 | blup | 27 | 0.07 | 7.2e-05 | -2.1 | 7.4 | 1.3e-13 | 0.74 | 0.26 | 0.36 | FALSE |
76 | The Cancer Genome Atlas | Brain Lower Grade Glioma | DDX42 | 0.06 | 0.04 | blup | 51 | 0.06 | 7.9e-08 | -2.1 | -8.2 | 2.0e-16 | -0.76 | 0.08 | 0.92 | FALSE |
77 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SMARCD2 | 0.08 | 0.04 | blup | 28 | 0.04 | 5.1e-05 | 13.3 | 12.0 | 4.3e-33 | 0.92 | 0.00 | 1.00 | FALSE |
78 | The Cancer Genome Atlas | Brain Lower Grade Glioma | STRADA | 0.03 | 0.00 | blup | 57 | 0.01 | 5.2e-02 | -9.8 | 8.5 | 1.7e-17 | 0.23 | 0.03 | 0.04 | FALSE |
79 | The Cancer Genome Atlas | Lung Adenocarcinoma | SMARCD2 | 0.04 | 0.02 | blup | 28 | 0.01 | 1.6e-02 | 12.7 | 11.5 | 1.9e-30 | 0.90 | 0.00 | 0.78 | FALSE |
80 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | FTSJ3 | 0.13 | 0.13 | blup | 30 | 0.13 | 5.0e-15 | -2.1 | 6.5 | 9.6e-11 | 0.71 | 0.99 | 0.01 | FALSE |
81 | The Cancer Genome Atlas | Prostate Adenocarcinoma | DDX42 | 0.07 | 0.07 | enet | 11 | 0.07 | 9.2e-08 | 12.7 | -10.5 | 1.4e-25 | -0.86 | 0.19 | 0.81 | FALSE |
82 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PSMC5 | 0.04 | 0.03 | lasso | 1 | 0.03 | 5.6e-04 | -10.4 | -10.4 | 1.5e-25 | -0.39 | 0.16 | 0.03 | FALSE |
83 | The Cancer Genome Atlas | Stomach Adenocarcinoma | DDX42 | 0.04 | 0.02 | blup | 51 | 0.04 | 5.2e-04 | 12.7 | -8.2 | 3.4e-16 | -0.77 | 0.02 | 0.80 | FALSE |
84 | The Cancer Genome Atlas | Thyroid Carcinoma | MAP3K3 | 0.02 | 0.02 | blup | 52 | 0.01 | 1.4e-02 | 12.3 | 12.0 | 5.7e-33 | 0.89 | 0.02 | 0.74 | FALSE |
85 | The Cancer Genome Atlas | Thyroid Carcinoma | SCN4A | 0.04 | 0.01 | blup | 41 | 0.02 | 5.7e-03 | 4.7 | -7.8 | 7.5e-15 | -0.23 | 0.02 | 0.04 | FALSE |