Best TWAS P=5.32e-43 · Best GWAS P=7.3e-41 conditioned to 1
# | 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 | 9.55 | 8.8 | 1.8e-18 | -0.49 | 0.68 | 0.12 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | SMARCD2 | 0.03 | 0.03 | blup | 330 | 0.03 | 1.1e-04 | 10.52 | 7.8 | 4.7e-15 | -0.24 | 0.78 | 0.02 | TRUE |
3 | CommonMind | Brain Pre-frontal Cortex | TCAM1P | 0.05 | 0.03 | enet | 8 | 0.04 | 4.1e-06 | -11.34 | 6.5 | 1.1e-10 | -0.62 | 0.83 | 0.16 | FALSE |
4 | GTEx | Adipose Subcutaneous | CD79B | 0.15 | 0.16 | enet | 9 | 0.17 | 3.5e-14 | -13.18 | 13.7 | 5.3e-43 | -0.98 | 0.00 | 1.00 | TRUE |
5 | GTEx | Adipose Subcutaneous | MAP3K3 | 0.09 | 0.07 | lasso | 6 | 0.07 | 3.5e-06 | 9.57 | 9.4 | 5.1e-21 | -0.34 | 1.00 | 0.00 | FALSE |
6 | GTEx | Adipose Visceral Omentum | CD79B | 0.15 | 0.00 | lasso | 6 | 0.02 | 4.1e-02 | -13.18 | 12.1 | 1.3e-33 | -0.89 | 0.02 | 0.88 | FALSE |
7 | GTEx | Adipose Visceral Omentum | MAP3K3 | 0.10 | 0.04 | enet | 12 | 0.05 | 9.0e-04 | 9.55 | 7.2 | 4.7e-13 | -0.34 | 0.31 | 0.09 | FALSE |
8 | GTEx | Artery Tibial | DDX42 | 0.13 | 0.14 | lasso | 5 | 0.15 | 9.1e-12 | 9.55 | -6.7 | 2.2e-11 | 0.13 | 1.00 | 0.00 | FALSE |
9 | GTEx | Artery Tibial | MAP3K3 | 0.05 | 0.07 | lasso | 5 | 0.07 | 2.9e-06 | 10.28 | 10.3 | 9.9e-25 | -0.39 | 0.83 | 0.02 | FALSE |
10 | GTEx | Brain Hypothalamus | DDX42 | 0.15 | 0.18 | lasso | 3 | 0.09 | 4.2e-03 | 10.52 | -7.8 | 4.1e-15 | 0.21 | 0.14 | 0.06 | FALSE |
11 | GTEx | Brain Nucleus accumbens basal ganglia | DDX42 | 0.23 | 0.04 | lasso | 12 | 0.07 | 8.1e-03 | 9.52 | -8.5 | 2.2e-17 | 0.33 | 0.20 | 0.05 | FALSE |
12 | GTEx | Breast Mammary Tissue | MAP3K3 | 0.10 | 0.11 | lasso | 8 | 0.08 | 8.9e-05 | 9.55 | 9.5 | 2.2e-21 | -0.36 | 0.95 | 0.00 | FALSE |
13 | GTEx | Breast Mammary Tissue (Male) | MAP3K3 | 0.12 | 0.14 | lasso | 2 | 0.07 | 1.2e-02 | 8.99 | 6.8 | 9.2e-12 | -0.13 | 0.15 | 0.06 | FALSE |
14 | GTEx | Breast Mammary Tissue (Female) | CD79B | 0.04 | 0.07 | lasso | 2 | 0.03 | 4.2e-02 | -11.69 | 11.0 | 4.6e-28 | -0.70 | 0.04 | 0.30 | FALSE |
15 | GTEx | Breast Mammary Tissue (Female) | DCAF7 | 0.10 | 0.02 | lasso | 3 | 0.00 | 4.4e-01 | 8.18 | 8.2 | 1.7e-16 | -0.29 | 0.07 | 0.06 | FALSE |
16 | GTEx | Breast Mammary Tissue (Female) | MAP3K3 | 0.07 | 0.01 | lasso | 1 | 0.00 | 4.1e-01 | 9.56 | 9.6 | 1.1e-21 | -0.36 | 0.05 | 0.13 | FALSE |
17 | GTEx | Cells EBV-transformed lymphocytes | DDX42 | 0.11 | 0.14 | lasso | 2 | 0.12 | 1.3e-04 | 9.52 | -9.5 | 1.7e-21 | 0.36 | 0.33 | 0.04 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | CD79B | 0.20 | 0.00 | lasso | 4 | 0.00 | 4.3e-01 | -2.50 | -5.9 | 3.7e-09 | 0.32 | 0.11 | 0.08 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | PSMC5 | 0.19 | 0.09 | lasso | 5 | 0.10 | 7.1e-08 | -10.83 | -9.5 | 2.4e-21 | 0.68 | 0.46 | 0.53 | FALSE |
20 | GTEx | Colon Sigmoid | CD79B | 0.17 | 0.00 | lasso | 9 | 0.08 | 9.7e-04 | 9.58 | 5.9 | 3.3e-09 | -0.23 | 0.09 | 0.09 | TRUE |
21 | GTEx | Esophagus Mucosa | PSMC5 | 0.11 | 0.09 | lasso | 4 | 0.14 | 1.1e-09 | 1.68 | -6.3 | 3.0e-10 | 0.58 | 0.99 | 0.01 | FALSE |
22 | GTEx | Esophagus Mucosa | DDX42 | 0.08 | 0.06 | lasso | 3 | 0.09 | 1.3e-06 | 9.60 | -7.6 | 4.1e-14 | 0.19 | 0.96 | 0.00 | FALSE |
23 | GTEx | Esophagus Mucosa | MAP3K3 | 0.05 | 0.01 | enet | 11 | 0.02 | 1.8e-02 | 5.78 | 7.0 | 2.2e-12 | -0.29 | 0.29 | 0.03 | FALSE |
24 | GTEx | Esophagus Mucosa | STRADA | 0.05 | 0.07 | lasso | 2 | 0.05 | 1.9e-04 | -10.90 | -10.8 | 2.3e-27 | 0.74 | 0.22 | 0.31 | FALSE |
25 | GTEx | Esophagus Muscularis | PSMC5 | 0.12 | 0.08 | lasso | 3 | 0.07 | 3.8e-05 | -11.45 | -10.2 | 1.6e-24 | 0.74 | 0.45 | 0.16 | FALSE |
26 | GTEx | Esophagus Muscularis | DCAF7 | 0.08 | 0.06 | lasso | 7 | 0.05 | 6.7e-04 | 9.57 | 9.6 | 8.1e-22 | -0.35 | 0.68 | 0.02 | FALSE |
27 | GTEx | Esophagus Muscularis | MAP3K3 | 0.07 | 0.02 | enet | 8 | 0.02 | 3.0e-02 | 9.51 | 5.9 | 4.7e-09 | -0.04 | 0.52 | 0.02 | FALSE |
28 | GTEx | Heart Atrial Appendage | CYB561 | 0.19 | 0.01 | enet | 28 | 0.06 | 1.3e-03 | 1.37 | 5.3 | 9.2e-08 | -0.28 | 0.06 | 0.26 | TRUE |
29 | GTEx | Lung | PSMC5 | 0.04 | 0.00 | enet | 5 | 0.01 | 4.1e-02 | 1.68 | -6.5 | 5.8e-11 | 0.59 | 0.35 | 0.06 | TRUE |
30 | GTEx | Lung | TEX2 | 0.04 | 0.02 | enet | 13 | 0.01 | 5.0e-02 | 2.33 | 5.6 | 1.7e-08 | -0.08 | 0.15 | 0.03 | TRUE |
31 | GTEx | Lung | MAP3K3 | 0.07 | 0.07 | lasso | 2 | 0.06 | 2.8e-05 | 8.99 | 9.0 | 2.3e-19 | -0.36 | 0.94 | 0.01 | FALSE |
32 | GTEx | Muscle Skeletal | SMARCD2 | 0.13 | 0.03 | lasso | 5 | 0.04 | 1.3e-04 | -10.77 | -8.1 | 4.3e-16 | 0.59 | 0.78 | 0.08 | FALSE |
33 | GTEx | Nerve Tibial | MAP3K3 | 0.07 | 0.10 | lasso | 2 | 0.08 | 4.1e-06 | 9.52 | 9.5 | 1.7e-21 | -0.35 | 0.95 | 0.02 | FALSE |
34 | GTEx | Pancreas | DDX42 | 0.17 | 0.18 | lasso | 3 | 0.16 | 3.6e-07 | 9.56 | -7.5 | 7.1e-14 | 0.20 | 0.99 | 0.00 | FALSE |
35 | GTEx | Pancreas | MAP3K3 | 0.10 | 0.08 | lasso | 4 | 0.07 | 9.0e-04 | 9.55 | 8.0 | 1.1e-15 | -0.27 | 0.14 | 0.16 | FALSE |
36 | GTEx | Pituitary | MAP3K3 | 0.11 | 0.07 | lasso | 6 | 0.04 | 3.5e-02 | 9.56 | 8.6 | 9.8e-18 | -0.28 | 0.13 | 0.05 | FALSE |
37 | GTEx | Skin Not Sun Exposed Suprapubic | MAP3K3 | 0.12 | 0.13 | enet | 10 | 0.15 | 1.8e-08 | 9.55 | 9.7 | 3.7e-22 | -0.36 | 1.00 | 0.00 | FALSE |
38 | GTEx | Skin Sun Exposed Lower leg | PSMC5 | 0.07 | 0.02 | enet | 23 | 0.02 | 1.6e-02 | 2.72 | -6.0 | 2.3e-09 | 0.54 | 0.23 | 0.06 | FALSE |
39 | GTEx | Skin Sun Exposed Lower leg | DDX42 | 0.07 | 0.04 | lasso | 4 | 0.05 | 2.5e-05 | 9.79 | -7.7 | 1.0e-14 | 0.22 | 0.99 | 0.00 | FALSE |
40 | GTEx | Skin Sun Exposed Lower leg | MAP3K3 | 0.08 | 0.08 | lasso | 3 | 0.08 | 6.8e-07 | 9.55 | 9.6 | 1.1e-21 | -0.34 | 0.96 | 0.00 | FALSE |
41 | GTEx | Spleen | MAP3K3 | 0.21 | 0.14 | lasso | 10 | 0.10 | 1.4e-03 | 9.52 | 9.3 | 9.9e-21 | -0.34 | 0.46 | 0.05 | FALSE |
42 | GTEx | Stomach | DCAF7 | 0.24 | 0.00 | enet | 33 | 0.08 | 1.2e-04 | 2.12 | 5.5 | 3.6e-08 | -0.18 | 0.08 | 0.04 | FALSE |
43 | GTEx | Testis | PSMC5 | 0.14 | 0.13 | lasso | 6 | 0.14 | 6.0e-07 | 9.79 | -9.7 | 2.0e-22 | 0.37 | 0.89 | 0.06 | FALSE |
44 | GTEx | Testis | CCDC47 | 0.17 | 0.06 | enet | 28 | 0.09 | 1.0e-04 | -11.30 | 6.3 | 2.7e-10 | -0.68 | 0.02 | 0.97 | FALSE |
45 | GTEx | Whole Blood | CCDC47 | 0.05 | 0.00 | lasso | 5 | 0.01 | 9.8e-02 | -0.59 | -6.0 | 1.6e-09 | 0.28 | 0.07 | 0.07 | FALSE |
46 | METSIM | Adipose | CD79B | 0.04 | 0.01 | lasso | 5 | 0.01 | 4.3e-03 | -4.03 | 6.5 | 6.0e-11 | -0.56 | 0.03 | 0.89 | FALSE |
47 | METSIM | Adipose | RP11-214C8.2 | 0.03 | 0.00 | blup | 304 | 0.01 | 4.2e-03 | -0.40 | -5.4 | 7.3e-08 | 0.48 | 0.23 | 0.11 | FALSE |
48 | NTR | Blood | LIMD2 | 0.04 | 0.03 | blup | 304 | 0.03 | 2.2e-10 | 10.32 | -8.7 | 3.7e-18 | 0.42 | 1.00 | 0.00 | FALSE |
49 | NTR | Blood | MAP3K3 | 0.02 | 0.01 | lasso | 2 | 0.01 | 2.0e-04 | 10.32 | -10.4 | 3.4e-25 | 0.39 | 0.99 | 0.00 | FALSE |
50 | YFS | Blood | AXIN2 | 0.20 | 0.05 | enet | 34 | 0.10 | 5.1e-31 | 4.88 | -6.4 | 2.1e-10 | 0.01 | 1.00 | 0.00 | TRUE |
51 | YFS | Blood | LIMD2 | 0.03 | 0.03 | enet | 11 | 0.03 | 3.6e-11 | 8.18 | -9.0 | 1.6e-19 | 0.42 | 1.00 | 0.00 | FALSE |
52 | YFS | Blood | SMARCD2 | 0.03 | 0.04 | lasso | 7 | 0.05 | 7.6e-15 | 9.79 | 6.1 | 9.4e-10 | -0.10 | 1.00 | 0.00 | TRUE |
53 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CD79B | 0.02 | 0.02 | lasso | 2 | 0.01 | 3.0e-03 | -13.39 | 13.0 | 8.6e-39 | -0.99 | 0.00 | 0.94 | FALSE |
54 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SCN4A | 0.04 | 0.01 | blup | 39 | 0.03 | 1.4e-07 | -13.39 | -11.0 | 3.0e-28 | 0.74 | 0.00 | 1.00 | FALSE |
55 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CSH2 | 0.09 | 0.01 | blup | 37 | 0.08 | 5.7e-05 | 1.78 | 6.7 | 2.5e-11 | -0.66 | 0.42 | 0.26 | FALSE |
56 | The Cancer Genome Atlas | Colon Adenocarcinoma | TCAM1P | 0.05 | 0.03 | blup | 26 | 0.05 | 6.0e-04 | 2.90 | 6.8 | 1.2e-11 | -0.63 | 0.03 | 0.80 | FALSE |
57 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | STRADA | 0.05 | 0.03 | lasso | 1 | 0.02 | 1.7e-03 | -10.83 | -10.8 | 2.4e-27 | 0.75 | 0.00 | 0.90 | FALSE |
58 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DDX42 | 0.04 | 0.02 | blup | 51 | 0.03 | 3.9e-04 | 9.79 | -5.6 | 2.3e-08 | 0.07 | 0.24 | 0.02 | FALSE |
59 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SCN4A | 0.05 | 0.01 | blup | 41 | 0.04 | 2.2e-05 | 2.84 | -7.6 | 4.1e-14 | 0.66 | 0.02 | 0.93 | TRUE |
60 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | STRADA | 0.07 | 0.01 | blup | 57 | 0.03 | 5.5e-04 | 2.72 | 8.7 | 2.5e-18 | -0.70 | 0.01 | 0.91 | FALSE |
61 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SMARCD2 | 0.08 | 0.04 | blup | 28 | 0.04 | 5.1e-05 | 9.79 | 8.4 | 4.0e-17 | -0.26 | 0.61 | 0.03 | FALSE |
62 | The Cancer Genome Atlas | Brain Lower Grade Glioma | STRADA | 0.03 | 0.00 | blup | 57 | 0.01 | 5.2e-02 | -10.83 | 10.0 | 1.3e-23 | -0.73 | 0.00 | 0.79 | FALSE |
63 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TCAM1P | 0.02 | 0.03 | blup | 26 | 0.02 | 9.4e-04 | 2.06 | 6.7 | 2.3e-11 | -0.62 | 0.03 | 0.62 | FALSE |
64 | The Cancer Genome Atlas | Lung Adenocarcinoma | SMARCD2 | 0.04 | 0.02 | blup | 28 | 0.01 | 1.6e-02 | 9.52 | 7.7 | 1.2e-14 | -0.21 | 0.02 | 0.05 | FALSE |
65 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | FTSJ3 | 0.30 | 0.12 | enet | 10 | 0.18 | 6.7e-08 | 1.81 | -5.2 | 1.8e-07 | 0.53 | 0.18 | 0.81 | FALSE |
66 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | PSMC5 | 0.12 | 0.05 | enet | 19 | 0.07 | 6.2e-04 | -11.30 | -6.6 | 3.0e-11 | 0.53 | 0.01 | 0.84 | FALSE |
67 | The Cancer Genome Atlas | Prostate Adenocarcinoma | DDX42 | 0.07 | 0.07 | enet | 11 | 0.07 | 9.2e-08 | 9.56 | -6.7 | 1.9e-11 | 0.14 | 0.99 | 0.00 | FALSE |
68 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PSMC5 | 0.04 | 0.03 | lasso | 1 | 0.03 | 5.6e-04 | -11.30 | -11.3 | 1.3e-29 | 0.76 | 0.01 | 0.96 | FALSE |
69 | The Cancer Genome Atlas | Thyroid Carcinoma | MAP3K3 | 0.02 | 0.02 | blup | 52 | 0.01 | 1.4e-02 | 8.99 | 8.6 | 1.2e-17 | -0.27 | 0.07 | 0.06 | FALSE |
70 | The Cancer Genome Atlas | Thyroid Carcinoma | TCAM1P | 0.07 | 0.07 | blup | 26 | 0.08 | 2.8e-08 | 1.97 | 6.6 | 4.6e-11 | -0.61 | 0.11 | 0.89 | FALSE |