Best TWAS P=1.16e-19 · Best GWAS P=1.78e-20 conditioned to 0.296
# | 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 | D2HGDH | 0.29 | 0.12 | enet | 6 | 0.14 | 1.2e-16 | -9.3 | 9.1 | 1.2e-19 | -0.92 | 0.00 | 1.00 | TRUE |
2 | GTEx | Adipose Subcutaneous | D2HGDH | 0.43 | 0.28 | lasso | 7 | 0.28 | 3.0e-23 | 6.7 | 7.0 | 2.7e-12 | -0.80 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | AC114730.7 | 0.42 | 0.24 | lasso | 6 | 0.22 | 4.9e-18 | 6.7 | 7.0 | 3.1e-12 | -0.81 | 0.99 | 0.01 | FALSE |
4 | GTEx | Adipose Visceral Omentum | D2HGDH | 0.52 | 0.26 | lasso | 4 | 0.27 | 2.3e-14 | 6.7 | 6.0 | 2.3e-09 | -0.70 | 0.96 | 0.04 | FALSE |
5 | GTEx | Adipose Visceral Omentum | AC114730.7 | 0.43 | 0.22 | lasso | 3 | 0.23 | 5.0e-12 | 6.7 | 6.3 | 2.1e-10 | -0.73 | 0.97 | 0.03 | FALSE |
6 | GTEx | Adrenal Gland | D2HGDH | 0.39 | 0.32 | lasso | 1 | 0.31 | 1.3e-11 | 6.7 | 6.7 | 1.8e-11 | -0.75 | 0.37 | 0.63 | FALSE |
7 | GTEx | Adrenal Gland | AC114730.7 | 0.29 | 0.27 | lasso | 1 | 0.23 | 6.8e-09 | 6.7 | 6.7 | 1.8e-11 | -0.75 | 0.59 | 0.40 | FALSE |
8 | GTEx | Adrenal Gland | AC093642.3 | 0.31 | 0.17 | enet | 41 | 0.10 | 1.8e-04 | -5.1 | -6.9 | 4.5e-12 | 0.38 | 0.17 | 0.37 | FALSE |
9 | GTEx | Artery Aorta | D2HGDH | 0.23 | 0.15 | lasso | 2 | 0.15 | 1.1e-08 | 6.7 | 6.4 | 1.4e-10 | -0.75 | 0.25 | 0.75 | FALSE |
10 | GTEx | Artery Tibial | D2HGDH | 0.50 | 0.32 | lasso | 7 | 0.31 | 7.7e-25 | 6.7 | 6.8 | 1.5e-11 | -0.75 | 1.00 | 0.00 | FALSE |
11 | GTEx | Artery Tibial | AC114730.8 | 0.15 | 0.12 | lasso | 1 | 0.12 | 2.6e-09 | 6.7 | 6.7 | 1.8e-11 | -0.75 | 0.85 | 0.14 | FALSE |
12 | GTEx | Artery Tibial | AC114730.7 | 0.40 | 0.27 | lasso | 5 | 0.26 | 1.7e-20 | 6.7 | 6.8 | 1.1e-11 | -0.75 | 1.00 | 0.00 | FALSE |
13 | GTEx | Brain Cerebellar Hemisphere | AC114730.7 | 0.54 | 0.37 | lasso | 2 | 0.36 | 3.5e-10 | 6.4 | 7.3 | 2.0e-13 | -0.85 | 0.15 | 0.85 | FALSE |
14 | GTEx | Brain Cerebellum | D2HGDH | 0.55 | 0.32 | lasso | 5 | 0.29 | 2.9e-09 | 6.4 | 6.7 | 1.8e-11 | -0.77 | 0.41 | 0.58 | FALSE |
15 | GTEx | Brain Cerebellum | AC114730.7 | 0.58 | 0.40 | lasso | 5 | 0.42 | 6.9e-14 | 6.4 | 6.5 | 7.0e-11 | -0.77 | 0.68 | 0.32 | FALSE |
16 | GTEx | Brain Cortex | D2HGDH | 0.56 | 0.31 | enet | 26 | 0.38 | 1.9e-11 | 6.4 | 6.5 | 7.2e-11 | -0.78 | 0.03 | 0.97 | FALSE |
17 | GTEx | Brain Cortex | AC114730.7 | 0.42 | 0.30 | enet | 22 | 0.33 | 8.3e-10 | 6.7 | 6.8 | 1.5e-11 | -0.68 | 0.28 | 0.66 | FALSE |
18 | GTEx | Brain Frontal Cortex BA9 | D2HGDH | 0.42 | 0.23 | lasso | 4 | 0.26 | 1.7e-07 | 6.4 | 7.9 | 3.9e-15 | -0.90 | 0.01 | 0.98 | FALSE |
19 | GTEx | Brain Frontal Cortex BA9 | AC114730.7 | 0.36 | 0.22 | lasso | 4 | 0.19 | 1.2e-05 | 6.4 | 6.4 | 1.2e-10 | -0.75 | 0.28 | 0.43 | FALSE |
20 | GTEx | Brain Hypothalamus | D2HGDH | 0.64 | 0.24 | lasso | 10 | 0.16 | 1.1e-04 | 7.2 | 6.9 | 4.2e-12 | -0.74 | 0.10 | 0.85 | FALSE |
21 | GTEx | Brain Hypothalamus | AC114730.7 | 0.55 | 0.21 | enet | 17 | 0.22 | 8.6e-06 | 7.2 | 6.9 | 4.6e-12 | -0.73 | 0.18 | 0.39 | FALSE |
22 | GTEx | Brain Nucleus accumbens basal ganglia | D2HGDH | 0.54 | 0.43 | lasso | 1 | 0.41 | 3.3e-12 | 6.7 | 6.7 | 1.8e-11 | -0.75 | 0.70 | 0.30 | FALSE |
23 | GTEx | Brain Nucleus accumbens basal ganglia | AC114730.7 | 0.42 | 0.25 | lasso | 4 | 0.26 | 1.2e-07 | 6.7 | 6.7 | 2.9e-11 | -0.76 | 0.54 | 0.31 | FALSE |
24 | GTEx | Brain Putamen basal ganglia | D2HGDH | 0.46 | 0.20 | enet | 15 | 0.30 | 6.7e-08 | 6.7 | 6.1 | 1.0e-09 | -0.73 | 0.01 | 0.95 | FALSE |
25 | GTEx | Brain Putamen basal ganglia | AC114730.7 | 0.39 | 0.24 | enet | 24 | 0.26 | 6.4e-07 | 6.4 | 5.1 | 2.8e-07 | -0.62 | 0.04 | 0.86 | FALSE |
26 | GTEx | Breast Mammary Tissue | D2HGDH | 0.31 | 0.19 | enet | 5 | 0.19 | 2.8e-10 | 6.7 | 6.4 | 1.3e-10 | -0.76 | 0.99 | 0.01 | FALSE |
27 | GTEx | Breast Mammary Tissue | AC114730.7 | 0.27 | 0.18 | enet | 8 | 0.18 | 1.9e-09 | 6.7 | 6.4 | 1.5e-10 | -0.75 | 0.98 | 0.02 | FALSE |
28 | GTEx | Breast Mammary Tissue (Male) | D2HGDH | 0.43 | 0.24 | lasso | 6 | 0.20 | 1.9e-05 | 6.7 | 7.5 | 5.0e-14 | -0.83 | 0.02 | 0.89 | FALSE |
29 | GTEx | Breast Mammary Tissue (Male) | AC114730.7 | 0.30 | 0.17 | lasso | 3 | 0.20 | 2.8e-05 | 6.7 | 8.0 | 1.2e-15 | -0.88 | 0.01 | 0.92 | FALSE |
30 | GTEx | Cells EBV-transformed lymphocytes | D2HGDH | 0.23 | 0.26 | lasso | 1 | 0.24 | 1.9e-08 | 6.7 | 6.7 | 1.8e-11 | -0.75 | 0.35 | 0.57 | FALSE |
31 | GTEx | Cells Transformed fibroblasts | D2HGDH | 0.44 | 0.27 | lasso | 11 | 0.30 | 1.2e-22 | 6.4 | 7.6 | 2.1e-14 | -0.86 | 0.97 | 0.03 | FALSE |
32 | GTEx | Cells Transformed fibroblasts | AC114730.8 | 0.32 | 0.12 | lasso | 4 | 0.16 | 4.5e-12 | 7.2 | 8.5 | 1.4e-17 | -0.89 | 0.01 | 0.99 | FALSE |
33 | GTEx | Cells Transformed fibroblasts | AC114730.7 | 0.27 | 0.17 | lasso | 4 | 0.16 | 3.6e-12 | 6.4 | 6.5 | 1.0e-10 | -0.77 | 0.99 | 0.01 | TRUE |
34 | GTEx | Colon Transverse | D2HGDH | 0.48 | 0.27 | lasso | 4 | 0.25 | 2.8e-12 | 7.2 | 7.8 | 5.1e-15 | -0.80 | 0.34 | 0.66 | FALSE |
35 | GTEx | Colon Transverse | AC114730.7 | 0.53 | 0.26 | enet | 26 | 0.24 | 1.1e-11 | 7.2 | 6.2 | 6.4e-10 | -0.71 | 0.78 | 0.22 | FALSE |
36 | GTEx | Esophagus Mucosa | D2HGDH | 0.34 | 0.21 | enet | 7 | 0.22 | 8.7e-15 | 7.2 | 7.2 | 8.3e-13 | -0.82 | 0.61 | 0.39 | FALSE |
37 | GTEx | Esophagus Mucosa | AC114730.7 | 0.31 | 0.18 | enet | 6 | 0.18 | 2.3e-12 | 6.7 | 7.4 | 1.0e-13 | -0.81 | 0.38 | 0.62 | FALSE |
38 | GTEx | Esophagus Muscularis | D2HGDH | 0.21 | 0.19 | lasso | 2 | 0.18 | 7.0e-11 | 6.7 | 6.7 | 1.8e-11 | -0.75 | 0.94 | 0.06 | FALSE |
39 | GTEx | Heart Left Ventricle | D2HGDH | 0.23 | 0.12 | enet | 14 | 0.17 | 3.7e-09 | 6.7 | 7.5 | 8.1e-14 | -0.83 | 0.02 | 0.98 | FALSE |
40 | GTEx | Muscle Skeletal | D2HGDH | 0.26 | 0.11 | lasso | 2 | 0.14 | 3.0e-13 | -9.3 | 9.0 | 3.3e-19 | -0.94 | 0.00 | 1.00 | FALSE |
41 | GTEx | Muscle Skeletal | AC114730.7 | 0.17 | 0.09 | lasso | 2 | 0.09 | 9.5e-09 | 7.2 | 7.1 | 1.1e-12 | -0.75 | 0.86 | 0.14 | FALSE |
42 | GTEx | Nerve Tibial | AC114730.8 | 0.26 | 0.10 | lasso | 4 | 0.07 | 1.0e-05 | 6.7 | 7.0 | 2.3e-12 | -0.76 | 0.27 | 0.71 | FALSE |
43 | GTEx | Pancreas | D2HGDH | 0.48 | 0.32 | lasso | 11 | 0.31 | 1.4e-13 | 6.7 | 7.1 | 1.6e-12 | -0.74 | 0.77 | 0.23 | FALSE |
44 | GTEx | Pancreas | AC114730.8 | 0.20 | 0.15 | lasso | 3 | 0.14 | 1.7e-06 | 6.7 | 6.8 | 1.3e-11 | -0.73 | 0.07 | 0.81 | FALSE |
45 | GTEx | Pancreas | AC114730.7 | 0.36 | 0.25 | lasso | 4 | 0.25 | 6.4e-11 | 6.7 | 6.4 | 1.2e-10 | -0.73 | 0.71 | 0.29 | FALSE |
46 | GTEx | Pituitary | D2HGDH | 0.42 | 0.30 | enet | 27 | 0.28 | 8.7e-08 | 6.4 | 5.4 | 7.8e-08 | -0.66 | 0.31 | 0.54 | FALSE |
47 | GTEx | Pituitary | AC114730.7 | 0.49 | 0.32 | enet | 20 | 0.34 | 1.7e-09 | 6.4 | 5.2 | 2.4e-07 | -0.63 | 0.36 | 0.55 | FALSE |
48 | GTEx | Prostate | RP11-341N2.1 | 0.42 | 0.10 | enet | 22 | 0.30 | 2.1e-08 | -2.9 | -5.1 | 2.7e-07 | 0.38 | 0.06 | 0.09 | FALSE |
49 | GTEx | Skin Not Sun Exposed Suprapubic | D2HGDH | 0.37 | 0.17 | lasso | 2 | 0.18 | 6.1e-10 | 6.7 | 6.7 | 2.5e-11 | -0.76 | 0.95 | 0.05 | FALSE |
50 | GTEx | Skin Not Sun Exposed Suprapubic | AC114730.7 | 0.35 | 0.19 | lasso | 2 | 0.18 | 5.3e-10 | 6.7 | 6.7 | 2.0e-11 | -0.75 | 0.96 | 0.04 | FALSE |
51 | GTEx | Skin Sun Exposed Lower leg | D2HGDH | 0.38 | 0.25 | lasso | 6 | 0.25 | 1.3e-20 | 6.7 | 6.8 | 1.4e-11 | -0.78 | 1.00 | 0.00 | FALSE |
52 | GTEx | Skin Sun Exposed Lower leg | AC114730.7 | 0.35 | 0.28 | lasso | 3 | 0.28 | 6.2e-23 | 6.7 | 6.4 | 2.0e-10 | -0.75 | 1.00 | 0.00 | FALSE |
53 | GTEx | Spleen | AC114730.7 | 0.31 | 0.22 | lasso | 3 | 0.20 | 6.3e-06 | 6.7 | 6.6 | 3.9e-11 | -0.76 | 0.16 | 0.48 | FALSE |
54 | GTEx | Testis | D2HGDH | 0.64 | 0.39 | enet | 20 | 0.42 | 4.5e-20 | 6.7 | 6.4 | 2.0e-10 | -0.72 | 0.99 | 0.01 | FALSE |
55 | GTEx | Testis | AC114730.8 | 0.18 | 0.04 | enet | 57 | 0.03 | 2.1e-02 | 6.7 | 5.2 | 1.7e-07 | -0.45 | 0.01 | 0.87 | FALSE |
56 | GTEx | Testis | AC114730.7 | 0.53 | 0.30 | enet | 17 | 0.29 | 3.3e-13 | 6.7 | 6.5 | 1.2e-10 | -0.71 | 0.99 | 0.01 | FALSE |
57 | GTEx | Thyroid | D2HGDH | 0.42 | 0.30 | lasso | 5 | 0.30 | 2.3e-23 | 6.7 | 6.7 | 2.7e-11 | -0.75 | 1.00 | 0.00 | FALSE |
58 | GTEx | Thyroid | AC114730.8 | 0.17 | 0.10 | lasso | 2 | 0.10 | 2.6e-08 | 6.7 | 6.7 | 1.8e-11 | -0.75 | 0.94 | 0.05 | FALSE |
59 | GTEx | Thyroid | AC114730.7 | 0.35 | 0.26 | lasso | 3 | 0.26 | 5.0e-20 | 6.7 | 6.8 | 1.3e-11 | -0.75 | 1.00 | 0.00 | FALSE |
60 | GTEx | Uterus | AC093642.3 | 0.35 | -0.01 | enet | 25 | 0.07 | 1.8e-02 | -4.7 | -7.5 | 7.6e-14 | 0.46 | 0.02 | 0.28 | FALSE |
61 | GTEx | Whole Blood | D2HGDH | 0.12 | 0.08 | lasso | 3 | 0.08 | 5.7e-08 | 7.2 | 7.8 | 7.7e-15 | -0.81 | 0.09 | 0.91 | FALSE |
62 | GTEx | Whole Blood | AC114730.7 | 0.11 | 0.08 | lasso | 3 | 0.08 | 4.1e-08 | 6.7 | 7.4 | 1.8e-13 | -0.80 | 0.12 | 0.88 | FALSE |
63 | METSIM | Adipose | PDCD1 | 0.05 | 0.00 | blup | 171 | 0.02 | 1.9e-03 | -9.3 | -5.5 | 5.0e-08 | 0.44 | 0.00 | 0.92 | FALSE |
64 | ROSMAP | Brain Pre-frontal Cortex | GAL3ST2 | 0.10 | 0.09 | lasso | 1 | 0.08 | 5.8e-11 | 7.2 | -7.2 | 7.0e-13 | 0.73 | 1.00 | 0.00 | FALSE |
65 | ROSMAP | Brain Pre-frontal Cortex | D2HGDH | 0.44 | 0.33 | lasso | 6 | 0.35 | 2.1e-46 | 7.2 | 7.1 | 1.1e-12 | -0.74 | 1.00 | 0.00 | FALSE |
66 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GAL3ST2 | 0.05 | 0.00 | enet | 7 | 0.03 | 8.1e-05 | 7.2 | -5.1 | 3.0e-07 | 0.52 | 0.01 | 0.64 | FALSE |
67 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | D2HGDH | 0.06 | 0.02 | blup | 28 | 0.04 | 1.3e-05 | -9.3 | 6.4 | 1.4e-10 | -0.86 | 0.00 | 1.00 | FALSE |
68 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GAL3ST2 | 0.03 | 0.03 | enet | 3 | 0.03 | 8.9e-04 | 7.2 | -7.0 | 3.0e-12 | 0.76 | 0.03 | 0.75 | FALSE |