Best TWAS P=3.58e-62 · Best GWAS P=2.39e-57 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 | 12.87 | 12.4 | 4.3e-35 | -0.49 | 0.69 | 0.11 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | SMARCD2 | 0.03 | 0.03 | blup | 330 | 0.03 | 1.1e-04 | 13.11 | 10.0 | 2.1e-23 | -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 | -13.44 | 7.4 | 1.6e-13 | -0.62 | 0.83 | 0.16 | FALSE |
4 | GTEx | Adipose Subcutaneous | CD79B | 0.15 | 0.16 | enet | 9 | 0.17 | 3.5e-14 | -15.59 | 16.6 | 3.6e-62 | -0.98 | 0.00 | 1.00 | TRUE |
5 | GTEx | Adipose Subcutaneous | MAP3K3 | 0.09 | 0.07 | lasso | 6 | 0.07 | 3.5e-06 | 12.93 | 12.5 | 4.9e-36 | -0.34 | 1.00 | 0.00 | FALSE |
6 | GTEx | Adipose Visceral Omentum | CD79B | 0.15 | 0.00 | lasso | 6 | 0.02 | 4.1e-02 | -15.59 | 13.5 | 1.1e-41 | -0.89 | 0.03 | 0.78 | FALSE |
7 | GTEx | Adipose Visceral Omentum | MAP3K3 | 0.10 | 0.04 | enet | 12 | 0.05 | 9.0e-04 | 12.88 | 12.6 | 1.1e-36 | -0.34 | 0.31 | 0.08 | FALSE |
8 | GTEx | Artery Tibial | DDX42 | 0.13 | 0.14 | lasso | 5 | 0.15 | 9.1e-12 | 12.88 | -9.4 | 4.0e-21 | 0.13 | 1.00 | 0.00 | FALSE |
9 | GTEx | Artery Tibial | MAP3K3 | 0.05 | 0.07 | lasso | 5 | 0.07 | 2.9e-06 | 12.76 | 12.8 | 2.1e-37 | -0.39 | 0.83 | 0.02 | FALSE |
10 | GTEx | Brain Hypothalamus | DDX42 | 0.15 | 0.18 | lasso | 3 | 0.09 | 4.2e-03 | 13.11 | -10.1 | 6.9e-24 | 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 | 12.86 | -11.6 | 2.9e-31 | 0.33 | 0.20 | 0.05 | FALSE |
12 | GTEx | Brain Putamen basal ganglia | DDX42 | 0.16 | 0.04 | lasso | 4 | 0.06 | 1.5e-02 | -1.32 | -5.2 | 2.3e-07 | 0.03 | 0.11 | 0.05 | FALSE |
13 | GTEx | Breast Mammary Tissue | PSMC5 | 0.10 | 0.00 | enet | 24 | 0.00 | 4.5e-01 | 5.53 | -6.7 | 1.7e-11 | 0.46 | 0.13 | 0.10 | FALSE |
14 | GTEx | Breast Mammary Tissue | DCAF7 | 0.08 | 0.00 | enet | 18 | 0.05 | 1.1e-03 | 8.91 | 8.5 | 1.7e-17 | -0.14 | 0.09 | 0.07 | FALSE |
15 | GTEx | Breast Mammary Tissue | MAP3K3 | 0.10 | 0.11 | lasso | 8 | 0.08 | 8.9e-05 | 12.87 | 13.0 | 1.6e-38 | -0.36 | 0.95 | 0.00 | FALSE |
16 | GTEx | Breast Mammary Tissue (Male) | MAP3K3 | 0.12 | 0.14 | lasso | 2 | 0.07 | 1.2e-02 | 12.66 | 9.9 | 6.4e-23 | -0.13 | 0.15 | 0.07 | FALSE |
17 | GTEx | Breast Mammary Tissue (Female) | CD79B | 0.04 | 0.07 | lasso | 2 | 0.03 | 4.2e-02 | -14.25 | 14.0 | 8.8e-45 | -0.70 | 0.04 | 0.25 | FALSE |
18 | GTEx | Breast Mammary Tissue (Female) | DCAF7 | 0.10 | 0.02 | lasso | 3 | 0.00 | 4.4e-01 | 11.50 | 11.6 | 2.4e-31 | -0.29 | 0.07 | 0.06 | FALSE |
19 | GTEx | Breast Mammary Tissue (Female) | MAP3K3 | 0.07 | 0.01 | lasso | 1 | 0.00 | 4.1e-01 | 12.90 | 12.9 | 4.5e-38 | -0.36 | 0.05 | 0.12 | FALSE |
20 | GTEx | Cells EBV-transformed lymphocytes | DDX42 | 0.11 | 0.14 | lasso | 2 | 0.12 | 1.3e-04 | 12.88 | -12.9 | 5.8e-38 | 0.36 | 0.33 | 0.04 | FALSE |
21 | GTEx | Cells Transformed fibroblasts | CD79B | 0.20 | 0.00 | lasso | 4 | 0.00 | 4.3e-01 | -1.97 | -7.5 | 7.2e-14 | 0.32 | 0.11 | 0.08 | FALSE |
22 | GTEx | Cells Transformed fibroblasts | PSMC5 | 0.19 | 0.09 | lasso | 5 | 0.10 | 7.1e-08 | -13.48 | -12.2 | 4.3e-34 | 0.68 | 0.44 | 0.55 | FALSE |
23 | GTEx | Cells Transformed fibroblasts | ICAM2 | 0.17 | 0.06 | lasso | 5 | 0.09 | 5.6e-07 | 4.52 | -6.1 | 8.5e-10 | 0.29 | 0.94 | 0.00 | FALSE |
24 | GTEx | Colon Sigmoid | CD79B | 0.17 | 0.00 | lasso | 9 | 0.08 | 9.7e-04 | 12.91 | 9.2 | 2.8e-20 | -0.23 | 0.09 | 0.08 | FALSE |
25 | GTEx | Colon Sigmoid | CEP112 | 0.18 | 0.01 | enet | 22 | 0.02 | 5.0e-02 | -8.63 | 6.9 | 5.0e-12 | 0.07 | 0.11 | 0.13 | FALSE |
26 | GTEx | Colon Transverse | DDX42 | 0.19 | 0.07 | lasso | 4 | 0.11 | 4.4e-06 | -0.22 | -6.0 | 1.7e-09 | -0.02 | 0.77 | 0.01 | TRUE |
27 | GTEx | Esophagus Mucosa | PSMC5 | 0.11 | 0.09 | lasso | 4 | 0.14 | 1.1e-09 | 1.23 | -7.4 | 1.8e-13 | 0.58 | 0.99 | 0.00 | FALSE |
28 | GTEx | Esophagus Mucosa | CCDC47 | 0.12 | 0.00 | lasso | 5 | 0.00 | 3.7e-01 | 12.88 | 5.5 | 3.6e-08 | -0.05 | 0.10 | 0.04 | FALSE |
29 | GTEx | Esophagus Mucosa | DDX42 | 0.08 | 0.06 | lasso | 3 | 0.09 | 1.3e-06 | 12.91 | -10.5 | 8.4e-26 | 0.19 | 0.96 | 0.00 | FALSE |
30 | GTEx | Esophagus Mucosa | MAP3K3 | 0.05 | 0.01 | enet | 11 | 0.02 | 1.8e-02 | 8.97 | 10.6 | 4.7e-26 | -0.29 | 0.29 | 0.03 | FALSE |
31 | GTEx | Esophagus Mucosa | STRADA | 0.05 | 0.07 | lasso | 2 | 0.05 | 1.9e-04 | -13.57 | -13.5 | 1.7e-41 | 0.74 | 0.23 | 0.28 | TRUE |
32 | GTEx | Esophagus Muscularis | PSMC5 | 0.12 | 0.08 | lasso | 3 | 0.07 | 3.8e-05 | -14.00 | -13.0 | 1.2e-38 | 0.74 | 0.44 | 0.18 | FALSE |
33 | GTEx | Esophagus Muscularis | DCAF7 | 0.08 | 0.06 | lasso | 7 | 0.05 | 6.7e-04 | 12.82 | 12.9 | 4.4e-38 | -0.35 | 0.68 | 0.02 | FALSE |
34 | GTEx | Esophagus Muscularis | MAP3K3 | 0.07 | 0.02 | enet | 8 | 0.02 | 3.0e-02 | 12.86 | 8.0 | 1.9e-15 | -0.04 | 0.52 | 0.02 | FALSE |
35 | GTEx | Heart Atrial Appendage | CYB561 | 0.19 | 0.01 | enet | 28 | 0.06 | 1.3e-03 | -2.64 | 7.2 | 4.2e-13 | -0.28 | 0.06 | 0.26 | FALSE |
36 | GTEx | Heart Atrial Appendage | PRKCA | 0.25 | 0.21 | enet | 13 | 0.25 | 1.2e-11 | -8.63 | 8.1 | 8.5e-16 | -0.01 | 0.01 | 0.99 | TRUE |
37 | GTEx | Heart Left Ventricle | PRKCA | 0.42 | 0.24 | enet | 40 | 0.26 | 4.0e-14 | -8.63 | 7.7 | 1.9e-14 | -0.02 | 0.01 | 0.99 | FALSE |
38 | GTEx | Lung | PSMC5 | 0.04 | 0.00 | enet | 5 | 0.01 | 4.1e-02 | 1.23 | -7.5 | 6.0e-14 | 0.59 | 0.35 | 0.05 | FALSE |
39 | GTEx | Lung | TEX2 | 0.04 | 0.02 | enet | 13 | 0.01 | 5.0e-02 | 1.31 | 5.5 | 3.0e-08 | -0.08 | 0.15 | 0.03 | FALSE |
40 | GTEx | Lung | MAP3K3 | 0.07 | 0.07 | lasso | 2 | 0.06 | 2.8e-05 | 12.66 | 12.7 | 8.6e-37 | -0.36 | 0.94 | 0.01 | FALSE |
41 | GTEx | Muscle Skeletal | PSMC5 | 0.04 | 0.02 | lasso | 2 | 0.02 | 3.1e-03 | 9.07 | 5.2 | 1.9e-07 | 0.04 | 0.49 | 0.02 | TRUE |
42 | GTEx | Muscle Skeletal | SMARCD2 | 0.13 | 0.03 | lasso | 5 | 0.04 | 1.3e-04 | -13.48 | -9.9 | 3.9e-23 | 0.59 | 0.78 | 0.08 | FALSE |
43 | GTEx | Nerve Tibial | MAP3K3 | 0.07 | 0.10 | lasso | 2 | 0.08 | 4.1e-06 | 12.86 | 12.9 | 7.3e-38 | -0.35 | 0.95 | 0.02 | FALSE |
44 | GTEx | Pancreas | DDX42 | 0.17 | 0.18 | lasso | 3 | 0.16 | 3.6e-07 | 12.90 | -10.4 | 2.3e-25 | 0.20 | 0.99 | 0.00 | FALSE |
45 | GTEx | Pancreas | MAP3K3 | 0.10 | 0.08 | lasso | 4 | 0.07 | 9.0e-04 | 12.87 | 10.0 | 9.9e-24 | -0.27 | 0.14 | 0.16 | FALSE |
46 | GTEx | Pituitary | MAP3K3 | 0.11 | 0.07 | lasso | 6 | 0.04 | 3.5e-02 | 12.90 | 11.8 | 3.2e-32 | -0.28 | 0.13 | 0.05 | FALSE |
47 | GTEx | Skin Not Sun Exposed Suprapubic | MAP3K3 | 0.12 | 0.13 | enet | 10 | 0.15 | 1.8e-08 | 12.87 | 12.9 | 3.1e-38 | -0.36 | 1.00 | 0.00 | FALSE |
48 | GTEx | Skin Sun Exposed Lower leg | PSMC5 | 0.07 | 0.02 | enet | 23 | 0.02 | 1.6e-02 | 3.74 | -7.8 | 5.7e-15 | 0.54 | 0.23 | 0.06 | FALSE |
49 | GTEx | Skin Sun Exposed Lower leg | DDX42 | 0.07 | 0.04 | lasso | 4 | 0.05 | 2.5e-05 | 12.99 | -10.6 | 2.8e-26 | 0.22 | 0.99 | 0.00 | FALSE |
50 | GTEx | Skin Sun Exposed Lower leg | MAP3K3 | 0.08 | 0.08 | lasso | 3 | 0.08 | 6.8e-07 | 12.87 | 12.8 | 2.7e-37 | -0.34 | 0.96 | 0.00 | FALSE |
51 | GTEx | Spleen | FTSJ3 | 0.19 | 0.07 | lasso | 3 | 0.06 | 1.2e-02 | 11.66 | 7.5 | 7.8e-14 | -0.03 | 0.35 | 0.10 | FALSE |
52 | GTEx | Spleen | MAP3K3 | 0.21 | 0.14 | lasso | 10 | 0.10 | 1.4e-03 | 12.86 | 12.8 | 2.3e-37 | -0.34 | 0.46 | 0.05 | FALSE |
53 | GTEx | Stomach | DCAF7 | 0.24 | 0.00 | enet | 33 | 0.08 | 1.2e-04 | 4.64 | 11.7 | 1.0e-31 | -0.18 | 0.08 | 0.04 | FALSE |
54 | GTEx | Testis | PSMC5 | 0.14 | 0.13 | lasso | 6 | 0.14 | 6.0e-07 | 12.99 | -13.1 | 5.2e-39 | 0.37 | 0.89 | 0.06 | FALSE |
55 | GTEx | Testis | CCDC47 | 0.17 | 0.06 | enet | 28 | 0.09 | 1.0e-04 | -13.93 | 8.9 | 8.0e-19 | -0.68 | 0.02 | 0.97 | FALSE |
56 | GTEx | Testis | TEX2 | 0.22 | 0.03 | enet | 17 | 0.06 | 1.3e-03 | 2.01 | 6.0 | 2.3e-09 | -0.24 | 0.27 | 0.04 | TRUE |
57 | GTEx | Whole Blood | CCDC47 | 0.05 | 0.00 | lasso | 5 | 0.01 | 9.8e-02 | 0.34 | -8.3 | 1.2e-16 | 0.28 | 0.07 | 0.08 | FALSE |
58 | METSIM | Adipose | CD79B | 0.04 | 0.01 | lasso | 5 | 0.01 | 4.3e-03 | -5.96 | 9.6 | 5.8e-22 | -0.56 | 0.03 | 0.88 | FALSE |
59 | METSIM | Adipose | RP11-214C8.2 | 0.03 | 0.00 | blup | 304 | 0.01 | 4.2e-03 | -0.89 | -7.0 | 2.3e-12 | 0.48 | 0.23 | 0.11 | FALSE |
60 | NTR | Blood | LIMD2 | 0.04 | 0.03 | blup | 304 | 0.03 | 2.2e-10 | 12.81 | -11.7 | 7.5e-32 | 0.42 | 1.00 | 0.00 | FALSE |
61 | NTR | Blood | MAP3K3 | 0.02 | 0.01 | lasso | 2 | 0.01 | 2.0e-04 | 12.81 | -13.3 | 2.3e-40 | 0.39 | 0.99 | 0.00 | FALSE |
62 | YFS | Blood | AXIN2 | 0.20 | 0.05 | enet | 34 | 0.10 | 5.1e-31 | 6.80 | -9.2 | 2.2e-20 | 0.01 | 1.00 | 0.00 | TRUE |
63 | YFS | Blood | ICAM2 | 0.06 | 0.03 | enet | 21 | 0.04 | 1.3e-11 | 4.22 | -7.3 | 2.6e-13 | 0.35 | 1.00 | 0.00 | FALSE |
64 | YFS | Blood | LIMD2 | 0.03 | 0.03 | enet | 11 | 0.03 | 3.6e-11 | 11.50 | -11.9 | 1.9e-32 | 0.42 | 1.00 | 0.00 | FALSE |
65 | YFS | Blood | SMARCD2 | 0.03 | 0.04 | lasso | 7 | 0.05 | 7.6e-15 | 12.99 | 8.7 | 2.5e-18 | -0.10 | 1.00 | 0.00 | TRUE |
66 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CD79B | 0.02 | 0.02 | lasso | 2 | 0.01 | 3.0e-03 | -15.96 | 15.7 | 3.3e-55 | -0.99 | 0.00 | 0.94 | FALSE |
67 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SCN4A | 0.04 | 0.01 | blup | 39 | 0.03 | 1.4e-07 | -15.96 | -14.5 | 1.0e-47 | 0.74 | 0.00 | 1.00 | FALSE |
68 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CSH2 | 0.09 | 0.01 | blup | 37 | 0.08 | 5.7e-05 | 1.32 | 7.4 | 1.5e-13 | -0.66 | 0.42 | 0.25 | FALSE |
69 | The Cancer Genome Atlas | Colon Adenocarcinoma | TCAM1P | 0.05 | 0.03 | blup | 26 | 0.05 | 6.0e-04 | 2.65 | 7.6 | 2.4e-14 | -0.63 | 0.03 | 0.79 | FALSE |
70 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | STRADA | 0.05 | 0.03 | lasso | 1 | 0.02 | 1.7e-03 | -13.48 | -13.5 | 2.1e-41 | 0.75 | 0.00 | 0.89 | FALSE |
71 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DDX42 | 0.04 | 0.02 | blup | 51 | 0.03 | 3.9e-04 | 12.99 | -7.9 | 3.5e-15 | 0.07 | 0.24 | 0.02 | FALSE |
72 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PRKCA | 0.13 | 0.06 | lasso | 6 | 0.05 | 7.5e-06 | 5.36 | 5.4 | 6.9e-08 | 0.03 | 1.00 | 0.00 | FALSE |
73 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SCN4A | 0.05 | 0.01 | blup | 41 | 0.04 | 2.2e-05 | 3.63 | -10.2 | 3.1e-24 | 0.66 | 0.02 | 0.92 | FALSE |
74 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | STRADA | 0.07 | 0.01 | blup | 57 | 0.03 | 5.5e-04 | 3.74 | 10.8 | 2.3e-27 | -0.70 | 0.01 | 0.92 | FALSE |
75 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PSMC5 | 0.13 | 0.06 | blup | 27 | 0.07 | 7.2e-05 | 1.43 | 5.3 | 1.1e-07 | 0.09 | 0.40 | 0.02 | TRUE |
76 | The Cancer Genome Atlas | Brain Lower Grade Glioma | DDX42 | 0.06 | 0.04 | blup | 51 | 0.06 | 7.9e-08 | 1.21 | -6.3 | 2.1e-10 | -0.05 | 0.99 | 0.00 | FALSE |
77 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SMARCD2 | 0.08 | 0.04 | blup | 28 | 0.04 | 5.1e-05 | 12.99 | 11.3 | 1.1e-29 | -0.26 | 0.61 | 0.03 | FALSE |
78 | The Cancer Genome Atlas | Brain Lower Grade Glioma | STRADA | 0.03 | 0.00 | blup | 57 | 0.01 | 5.2e-02 | -13.48 | 12.5 | 1.0e-35 | -0.73 | 0.01 | 0.77 | FALSE |
79 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TCAM1P | 0.02 | 0.03 | blup | 26 | 0.02 | 9.4e-04 | 1.55 | 7.7 | 1.7e-14 | -0.62 | 0.02 | 0.63 | FALSE |
80 | The Cancer Genome Atlas | Lung Adenocarcinoma | SMARCD2 | 0.04 | 0.02 | blup | 28 | 0.01 | 1.6e-02 | 12.88 | 10.6 | 2.1e-26 | -0.21 | 0.02 | 0.04 | FALSE |
81 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | FTSJ3 | 0.30 | 0.12 | enet | 10 | 0.18 | 6.7e-08 | 1.32 | -6.1 | 1.0e-09 | 0.53 | 0.16 | 0.84 | FALSE |
82 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | PSMC5 | 0.12 | 0.05 | enet | 19 | 0.07 | 6.2e-04 | -13.93 | -8.1 | 4.2e-16 | 0.53 | 0.01 | 0.86 | FALSE |
83 | The Cancer Genome Atlas | Prostate Adenocarcinoma | DDX42 | 0.07 | 0.07 | enet | 11 | 0.07 | 9.2e-08 | 12.87 | -9.5 | 3.1e-21 | 0.14 | 0.99 | 0.00 | FALSE |
84 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PSMC5 | 0.04 | 0.03 | lasso | 1 | 0.03 | 5.6e-04 | -13.93 | -13.9 | 4.0e-44 | 0.76 | 0.00 | 0.97 | FALSE |
85 | The Cancer Genome Atlas | Stomach Adenocarcinoma | DDX42 | 0.04 | 0.02 | blup | 51 | 0.04 | 5.2e-04 | 12.93 | -6.2 | 5.0e-10 | -0.05 | 0.10 | 0.03 | FALSE |
86 | The Cancer Genome Atlas | Thyroid Carcinoma | MAP3K3 | 0.02 | 0.02 | blup | 52 | 0.01 | 1.4e-02 | 12.66 | 11.8 | 3.6e-32 | -0.27 | 0.07 | 0.06 | FALSE |
87 | The Cancer Genome Atlas | Thyroid Carcinoma | SCN4A | 0.04 | 0.01 | blup | 41 | 0.02 | 5.7e-03 | 3.63 | -6.5 | 1.1e-10 | 0.21 | 0.02 | 0.04 | FALSE |
88 | The Cancer Genome Atlas | Thyroid Carcinoma | TCAM1P | 0.07 | 0.07 | blup | 26 | 0.08 | 2.8e-08 | 1.48 | 7.5 | 6.8e-14 | -0.61 | 0.08 | 0.92 | FALSE |