Best TWAS P=1.24e-29 · Best GWAS P=2.48e-25 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 | 10.09 | 9.9 | 5.0e-23 | -0.48 | 0.08 | 0.90 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | PLEKHM1P | 0.24 | 0.26 | lasso | 6 | 0.27 | 8.0e-33 | 8.28 | -8.5 | 1.5e-17 | -0.03 | 0.01 | 0.99 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | SMARCD2 | 0.03 | 0.03 | blup | 330 | 0.03 | 1.1e-04 | 10.38 | 8.2 | 2.4e-16 | -0.22 | 0.04 | 0.95 | TRUE |
4 | CommonMind | Brain Pre-frontal Cortex | TCAM1P | 0.05 | 0.03 | enet | 8 | 0.04 | 4.1e-06 | -9.96 | 5.2 | 2.1e-07 | -0.62 | 0.70 | 0.29 | FALSE |
5 | GTEx | Adipose Subcutaneous | CD79B | 0.15 | 0.16 | enet | 9 | 0.17 | 3.5e-14 | -10.38 | 11.3 | 1.2e-29 | -0.98 | 0.00 | 1.00 | TRUE |
6 | GTEx | Adipose Subcutaneous | MAP3K3 | 0.09 | 0.07 | lasso | 6 | 0.07 | 3.5e-06 | 9.91 | 9.7 | 3.1e-22 | -0.33 | 0.08 | 0.92 | FALSE |
7 | GTEx | Adipose Visceral Omentum | CD79B | 0.15 | 0.00 | lasso | 6 | 0.02 | 4.1e-02 | -10.38 | 9.0 | 1.8e-19 | -0.90 | 0.01 | 0.94 | FALSE |
8 | GTEx | Adipose Visceral Omentum | MAP3K3 | 0.10 | 0.04 | enet | 12 | 0.05 | 9.0e-04 | 10.08 | 7.7 | 1.2e-14 | -0.33 | 0.07 | 0.80 | FALSE |
9 | GTEx | Artery Aorta | CYB561 | 0.07 | 0.04 | enet | 21 | 0.06 | 4.7e-04 | -3.31 | 5.2 | 1.9e-07 | -0.05 | 0.15 | 0.08 | FALSE |
10 | GTEx | Artery Tibial | DDX42 | 0.13 | 0.14 | lasso | 5 | 0.15 | 9.1e-12 | 10.08 | -7.8 | 7.5e-15 | 0.12 | 0.09 | 0.91 | FALSE |
11 | GTEx | Artery Tibial | MAP3K3 | 0.05 | 0.07 | lasso | 5 | 0.07 | 2.9e-06 | 9.67 | 10.0 | 1.9e-23 | -0.39 | 0.13 | 0.84 | FALSE |
12 | GTEx | Brain Hippocampus | CYB561 | 0.33 | 0.24 | enet | 29 | 0.27 | 4.3e-07 | -3.34 | 6.0 | 2.0e-09 | -0.06 | 0.58 | 0.05 | TRUE |
13 | GTEx | Brain Hypothalamus | CYB561 | 0.24 | 0.22 | enet | 19 | 0.08 | 5.6e-03 | -3.39 | 5.3 | 9.5e-08 | -0.04 | 0.32 | 0.07 | FALSE |
14 | GTEx | Brain Hypothalamus | DDX42 | 0.15 | 0.18 | lasso | 3 | 0.09 | 4.2e-03 | 10.38 | -8.3 | 7.1e-17 | 0.20 | 0.04 | 0.73 | FALSE |
15 | GTEx | Brain Nucleus accumbens basal ganglia | DDX42 | 0.23 | 0.04 | lasso | 12 | 0.07 | 8.1e-03 | 10.08 | -10.0 | 1.4e-23 | 0.32 | 0.08 | 0.61 | FALSE |
16 | GTEx | Breast Mammary Tissue | MAP3K3 | 0.10 | 0.11 | lasso | 8 | 0.08 | 8.9e-05 | 10.09 | 10.1 | 7.4e-24 | -0.36 | 0.12 | 0.88 | FALSE |
17 | GTEx | Breast Mammary Tissue (Male) | MAP3K3 | 0.12 | 0.14 | lasso | 2 | 0.07 | 1.2e-02 | 9.79 | 7.8 | 7.8e-15 | -0.12 | 0.07 | 0.58 | FALSE |
18 | GTEx | Breast Mammary Tissue (Female) | CD79B | 0.04 | 0.07 | lasso | 2 | 0.03 | 4.2e-02 | -9.99 | 9.6 | 6.0e-22 | -0.70 | 0.03 | 0.41 | FALSE |
19 | GTEx | Breast Mammary Tissue (Female) | DCAF7 | 0.10 | 0.02 | lasso | 3 | 0.00 | 4.4e-01 | 8.85 | 8.8 | 2.2e-18 | -0.28 | 0.06 | 0.26 | FALSE |
20 | GTEx | Breast Mammary Tissue (Female) | MAP3K3 | 0.07 | 0.01 | lasso | 1 | 0.00 | 4.1e-01 | 9.94 | 9.9 | 2.9e-23 | -0.35 | 0.04 | 0.28 | FALSE |
21 | GTEx | Cells EBV-transformed lymphocytes | DDX42 | 0.11 | 0.14 | lasso | 2 | 0.12 | 1.3e-04 | 9.96 | -10.0 | 2.4e-23 | 0.35 | 0.11 | 0.68 | FALSE |
22 | GTEx | Cells Transformed fibroblasts | PSMC5 | 0.19 | 0.09 | lasso | 5 | 0.10 | 7.1e-08 | -9.16 | -8.5 | 2.1e-17 | 0.69 | 0.68 | 0.30 | FALSE |
23 | GTEx | Cells Transformed fibroblasts | ICAM2 | 0.17 | 0.06 | lasso | 5 | 0.09 | 5.6e-07 | 3.34 | -5.9 | 2.8e-09 | 0.30 | 0.94 | 0.00 | TRUE |
24 | GTEx | Cells Transformed fibroblasts | SMURF2 | 0.17 | 0.13 | enet | 8 | 0.13 | 3.7e-10 | 8.15 | 8.4 | 5.6e-17 | 0.04 | 0.02 | 0.98 | FALSE |
25 | GTEx | Colon Sigmoid | CD79B | 0.17 | 0.00 | lasso | 9 | 0.08 | 9.7e-04 | 9.96 | 6.7 | 2.2e-11 | -0.22 | 0.06 | 0.44 | FALSE |
26 | GTEx | Colon Transverse | DDX42 | 0.19 | 0.07 | lasso | 4 | 0.11 | 4.4e-06 | -0.88 | -5.3 | 1.0e-07 | -0.03 | 0.23 | 0.71 | FALSE |
27 | GTEx | Esophagus Mucosa | CCDC47 | 0.12 | 0.00 | lasso | 5 | 0.00 | 3.7e-01 | 9.96 | 5.3 | 1.4e-07 | -0.04 | 0.08 | 0.25 | TRUE |
28 | GTEx | Esophagus Mucosa | DDX42 | 0.08 | 0.06 | lasso | 3 | 0.09 | 1.3e-06 | 10.04 | -8.4 | 5.9e-17 | 0.18 | 0.10 | 0.89 | FALSE |
29 | GTEx | Esophagus Mucosa | MAP3K3 | 0.05 | 0.01 | enet | 11 | 0.02 | 1.8e-02 | 6.24 | 8.4 | 3.7e-17 | -0.28 | 0.06 | 0.79 | FALSE |
30 | GTEx | Esophagus Mucosa | STRADA | 0.05 | 0.07 | lasso | 2 | 0.05 | 1.9e-04 | -9.14 | -9.1 | 1.1e-19 | 0.74 | 0.22 | 0.31 | FALSE |
31 | GTEx | Esophagus Muscularis | PSMC5 | 0.12 | 0.08 | lasso | 3 | 0.07 | 3.8e-05 | -9.69 | -9.3 | 1.5e-20 | 0.73 | 0.46 | 0.13 | FALSE |
32 | GTEx | Esophagus Muscularis | DCAF7 | 0.08 | 0.06 | lasso | 7 | 0.05 | 6.7e-04 | 10.04 | 10.1 | 7.3e-24 | -0.34 | 0.11 | 0.85 | FALSE |
33 | GTEx | Esophagus Muscularis | MAP3K3 | 0.07 | 0.02 | enet | 8 | 0.02 | 3.0e-02 | 9.94 | 6.2 | 5.3e-10 | -0.03 | 0.16 | 0.70 | FALSE |
34 | GTEx | Heart Atrial Appendage | CYB561 | 0.19 | 0.01 | enet | 28 | 0.06 | 1.3e-03 | -1.88 | 7.1 | 9.9e-13 | -0.28 | 0.06 | 0.24 | FALSE |
35 | GTEx | Lung | PSMC5 | 0.04 | 0.00 | enet | 5 | 0.01 | 4.1e-02 | -0.25 | -5.2 | 2.5e-07 | 0.59 | 0.34 | 0.08 | FALSE |
36 | GTEx | Lung | MAP3K3 | 0.07 | 0.07 | lasso | 2 | 0.06 | 2.8e-05 | 9.79 | 9.8 | 1.1e-22 | -0.35 | 0.11 | 0.88 | FALSE |
37 | GTEx | Muscle Skeletal | SMARCD2 | 0.13 | 0.03 | lasso | 5 | 0.04 | 1.3e-04 | -9.18 | -7.6 | 3.0e-14 | 0.59 | 0.78 | 0.08 | FALSE |
38 | GTEx | Nerve Tibial | MAP3K3 | 0.07 | 0.10 | lasso | 2 | 0.08 | 4.1e-06 | 10.08 | 10.1 | 6.6e-24 | -0.34 | 0.11 | 0.89 | FALSE |
39 | GTEx | Pancreas | DDX42 | 0.17 | 0.18 | lasso | 3 | 0.16 | 3.6e-07 | 9.94 | -8.3 | 7.1e-17 | 0.19 | 0.15 | 0.84 | FALSE |
40 | GTEx | Pancreas | MAP3K3 | 0.10 | 0.08 | lasso | 4 | 0.07 | 9.0e-04 | 10.09 | 8.8 | 9.7e-19 | -0.27 | 0.07 | 0.59 | FALSE |
41 | GTEx | Pancreas | MILR1 | 0.18 | 0.01 | lasso | 7 | 0.03 | 1.3e-02 | 8.25 | 5.2 | 1.5e-07 | 0.05 | 0.08 | 0.06 | FALSE |
42 | GTEx | Pituitary | MAP3K3 | 0.11 | 0.07 | lasso | 6 | 0.04 | 3.5e-02 | 9.94 | 8.9 | 5.5e-19 | -0.27 | 0.07 | 0.50 | FALSE |
43 | GTEx | Skin Not Sun Exposed Suprapubic | MAP3K3 | 0.12 | 0.13 | enet | 10 | 0.15 | 1.8e-08 | 10.09 | 10.1 | 8.4e-24 | -0.35 | 0.09 | 0.91 | FALSE |
44 | GTEx | Skin Sun Exposed Lower leg | DDX42 | 0.07 | 0.04 | lasso | 4 | 0.05 | 2.5e-05 | 10.31 | -8.7 | 3.0e-18 | 0.21 | 0.05 | 0.94 | FALSE |
45 | GTEx | Skin Sun Exposed Lower leg | MAP3K3 | 0.08 | 0.08 | lasso | 3 | 0.08 | 6.8e-07 | 10.09 | 9.7 | 3.0e-22 | -0.33 | 0.11 | 0.89 | FALSE |
46 | GTEx | Skin Sun Exposed Lower leg | hsa-mir-6080 | 0.11 | 0.10 | lasso | 2 | 0.08 | 1.7e-07 | 8.19 | -8.5 | 1.6e-17 | -0.04 | 0.02 | 0.98 | FALSE |
47 | GTEx | Spleen | FTSJ3 | 0.19 | 0.07 | lasso | 3 | 0.06 | 1.2e-02 | 9.11 | 6.4 | 1.5e-10 | -0.02 | 0.22 | 0.44 | FALSE |
48 | GTEx | Spleen | MAP3K3 | 0.21 | 0.14 | lasso | 10 | 0.10 | 1.4e-03 | 10.08 | 10.0 | 1.6e-23 | -0.33 | 0.09 | 0.81 | FALSE |
49 | GTEx | Stomach | DCAF7 | 0.24 | 0.00 | enet | 33 | 0.08 | 1.2e-04 | 1.30 | 6.2 | 5.8e-10 | -0.18 | 0.05 | 0.41 | FALSE |
50 | GTEx | Testis | PSMC5 | 0.14 | 0.13 | lasso | 6 | 0.14 | 6.0e-07 | 10.31 | -10.3 | 1.2e-24 | 0.36 | 0.06 | 0.94 | FALSE |
51 | GTEx | Testis | CCDC47 | 0.17 | 0.06 | enet | 28 | 0.09 | 1.0e-04 | -9.56 | 5.7 | 1.2e-08 | -0.67 | 0.04 | 0.93 | FALSE |
52 | GTEx | Vagina | SMURF2 | 0.32 | 0.00 | enet | 1 | 0.06 | 1.4e-02 | 6.23 | 6.2 | 4.7e-10 | 0.02 | 0.03 | 0.20 | FALSE |
53 | METSIM | Adipose | CD79B | 0.04 | 0.01 | lasso | 5 | 0.01 | 4.3e-03 | -4.86 | 7.5 | 8.5e-14 | -0.56 | 0.04 | 0.87 | FALSE |
54 | METSIM | Adipose | RP11-214C8.2 | 0.03 | 0.00 | blup | 304 | 0.01 | 4.2e-03 | -3.43 | -6.4 | 1.4e-10 | 0.48 | 0.24 | 0.07 | FALSE |
55 | NTR | Blood | LIMD2 | 0.04 | 0.03 | blup | 304 | 0.03 | 2.2e-10 | 9.75 | -7.3 | 2.8e-13 | 0.41 | 0.17 | 0.83 | FALSE |
56 | NTR | Blood | MAP3K3 | 0.02 | 0.01 | lasso | 2 | 0.01 | 2.0e-04 | 9.75 | -9.8 | 7.4e-23 | 0.38 | 0.46 | 0.53 | FALSE |
57 | YFS | Blood | AXIN2 | 0.20 | 0.05 | enet | 34 | 0.10 | 5.1e-31 | 5.48 | -5.6 | 2.2e-08 | 0.01 | 0.01 | 0.99 | TRUE |
58 | YFS | Blood | ICAM2 | 0.06 | 0.03 | enet | 21 | 0.04 | 1.3e-11 | 3.28 | -6.2 | 4.1e-10 | 0.35 | 1.00 | 0.00 | FALSE |
59 | YFS | Blood | LIMD2 | 0.03 | 0.03 | enet | 11 | 0.03 | 3.6e-11 | 8.85 | -9.1 | 8.5e-20 | 0.42 | 0.56 | 0.44 | FALSE |
60 | YFS | Blood | SMARCD2 | 0.03 | 0.04 | lasso | 7 | 0.05 | 7.6e-15 | 10.31 | 7.4 | 1.7e-13 | -0.09 | 0.09 | 0.91 | TRUE |
61 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CD79B | 0.02 | 0.02 | lasso | 2 | 0.01 | 3.0e-03 | -10.33 | 10.3 | 9.3e-25 | -0.98 | 0.00 | 0.86 | FALSE |
62 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PLEKHM1P | 0.01 | 0.01 | enet | 7 | 0.01 | 1.9e-02 | 8.35 | -6.5 | 7.8e-11 | -0.03 | 0.00 | 0.81 | FALSE |
63 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SCN4A | 0.04 | 0.01 | blup | 39 | 0.03 | 1.4e-07 | -10.33 | -10.2 | 3.1e-24 | 0.75 | 0.05 | 0.92 | FALSE |
64 | The Cancer Genome Atlas | Glioblastoma Multiforme | PLEKHM1P | 0.08 | 0.04 | blup | 7 | 0.04 | 2.7e-02 | 8.24 | -8.4 | 5.5e-17 | -0.04 | 0.00 | 0.46 | FALSE |
65 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | STRADA | 0.05 | 0.03 | lasso | 1 | 0.02 | 1.7e-03 | -9.16 | -9.2 | 5.1e-20 | 0.74 | 0.04 | 0.07 | FALSE |
66 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DDX42 | 0.04 | 0.02 | blup | 51 | 0.03 | 3.9e-04 | 10.31 | -6.8 | 7.3e-12 | 0.06 | 0.01 | 0.97 | FALSE |
67 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PLEKHM1P | 0.08 | 0.03 | enet | 4 | 0.04 | 4.0e-05 | 8.28 | -7.9 | 3.1e-15 | -0.06 | 0.01 | 0.95 | FALSE |
68 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SCN4A | 0.05 | 0.01 | blup | 41 | 0.04 | 2.2e-05 | 3.19 | -7.2 | 8.9e-13 | 0.67 | 0.08 | 0.66 | FALSE |
69 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | STRADA | 0.07 | 0.01 | blup | 57 | 0.03 | 5.5e-04 | 2.23 | 7.1 | 1.2e-12 | -0.71 | 0.10 | 0.03 | FALSE |
70 | The Cancer Genome Atlas | Brain Lower Grade Glioma | DDX42 | 0.06 | 0.04 | blup | 51 | 0.06 | 7.9e-08 | -0.28 | -5.4 | 6.0e-08 | -0.06 | 0.08 | 0.92 | FALSE |
71 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SMARCD2 | 0.08 | 0.04 | blup | 28 | 0.04 | 5.1e-05 | 10.31 | 9.1 | 8.1e-20 | -0.25 | 0.00 | 1.00 | FALSE |
72 | The Cancer Genome Atlas | Brain Lower Grade Glioma | STRADA | 0.03 | 0.00 | blup | 57 | 0.01 | 5.2e-02 | -9.16 | 8.3 | 1.5e-16 | -0.74 | 0.03 | 0.04 | FALSE |
73 | The Cancer Genome Atlas | Lung Adenocarcinoma | PLEKHM1P | 0.02 | 0.01 | blup | 7 | 0.02 | 4.7e-03 | 8.35 | -7.9 | 2.0e-15 | -0.02 | 0.00 | 0.73 | FALSE |
74 | The Cancer Genome Atlas | Lung Adenocarcinoma | SMARCD2 | 0.04 | 0.02 | blup | 28 | 0.01 | 1.6e-02 | 9.96 | 8.6 | 9.0e-18 | -0.20 | 0.00 | 0.78 | FALSE |
75 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SMURF2 | 0.10 | 0.01 | blup | 14 | 0.05 | 5.5e-03 | 7.14 | 6.1 | 1.0e-09 | 0.04 | 0.00 | 0.80 | FALSE |
76 | The Cancer Genome Atlas | Prostate Adenocarcinoma | DDX42 | 0.07 | 0.07 | enet | 11 | 0.07 | 9.2e-08 | 9.94 | -7.7 | 1.2e-14 | 0.13 | 0.04 | 0.96 | FALSE |
77 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ICAM2 | 0.03 | 0.03 | blup | 35 | 0.02 | 7.2e-03 | -3.90 | -5.3 | 1.2e-07 | 0.24 | 0.07 | 0.12 | FALSE |
78 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PLEKHM1P | 0.02 | 0.02 | blup | 7 | 0.02 | 6.7e-03 | 8.35 | -8.6 | 6.1e-18 | -0.02 | 0.00 | 0.83 | FALSE |
79 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PSMC5 | 0.04 | 0.03 | lasso | 1 | 0.03 | 5.6e-04 | -9.56 | -9.6 | 1.1e-21 | 0.76 | 0.15 | 0.13 | TRUE |
80 | The Cancer Genome Atlas | Stomach Adenocarcinoma | DDX42 | 0.04 | 0.02 | blup | 51 | 0.04 | 5.2e-04 | 9.91 | -5.4 | 6.0e-08 | -0.06 | 0.02 | 0.79 | FALSE |
81 | The Cancer Genome Atlas | Thyroid Carcinoma | MAP3K3 | 0.02 | 0.02 | blup | 52 | 0.01 | 1.4e-02 | 9.79 | 9.3 | 9.4e-21 | -0.26 | 0.02 | 0.75 | FALSE |
82 | The Cancer Genome Atlas | Thyroid Carcinoma | PLEKHM1P | 0.04 | 0.03 | blup | 7 | 0.05 | 1.2e-05 | 8.28 | -8.9 | 3.9e-19 | -0.03 | 0.01 | 0.99 | TRUE |
83 | The Cancer Genome Atlas | Thyroid Carcinoma | SCN4A | 0.04 | 0.01 | blup | 41 | 0.02 | 5.7e-03 | 3.19 | -5.4 | 6.2e-08 | 0.21 | 0.02 | 0.03 | FALSE |