Best TWAS P=2.98e-99 · Best GWAS P=9.2e-189 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 | DLEU7 | 0.05 | 0.00 | blup | 581 | 0.02 | 1.6e-03 | 3.162 | 10.3 | 5.5e-25 | -0.35 | 0.10 | 0.03 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | EBPL | 0.34 | 0.16 | bslmm | 399 | 0.33 | 2.5e-41 | 2.538 | -12.4 | 4.0e-35 | 0.08 | 1.00 | 0.00 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | LRCH1 | 0.07 | 0.00 | blup | 661 | 0.01 | 5.6e-03 | 0.567 | -6.2 | 4.0e-10 | -0.04 | 0.13 | 0.14 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | PHF11 | 0.05 | 0.02 | bslmm | 404 | 0.02 | 6.7e-04 | 0.017 | -6.7 | 1.7e-11 | -0.16 | 0.49 | 0.11 | FALSE |
5 | CommonMind | Brain Pre-frontal Cortex | RCBTB1 | 0.14 | 0.13 | lasso | 2 | 0.11 | 1.3e-13 | -6.041 | 5.9 | 3.5e-09 | -0.03 | 1.00 | 0.00 | FALSE |
6 | CommonMind | Brain Pre-frontal Cortex | SPRYD7 | 0.07 | 0.06 | lasso | 3 | 0.07 | 1.5e-08 | -0.909 | -6.2 | 4.3e-10 | 0.30 | 1.00 | 0.00 | FALSE |
7 | CommonMind | Brain Pre-frontal Cortex | TRIM13 | 0.15 | 0.04 | lasso | 5 | 0.12 | 1.1e-14 | 20.768 | -16.6 | 9.2e-62 | 0.35 | 1.00 | 0.00 | FALSE |
8 | GTEx | Adipose Subcutaneous | EBPL | 0.45 | 0.29 | enet | 37 | 0.39 | 1.5e-33 | 2.538 | -8.6 | 5.5e-18 | 0.10 | 1.00 | 0.00 | FALSE |
9 | GTEx | Adipose Subcutaneous | LRCH1 | 0.07 | 0.05 | lasso | 3 | 0.05 | 3.9e-05 | -5.669 | -6.8 | 1.0e-11 | -0.01 | 0.65 | 0.32 | TRUE |
10 | GTEx | Adipose Visceral Omentum | EBPL | 0.27 | 0.03 | enet | 17 | 0.20 | 1.4e-10 | 16.099 | -11.9 | 1.2e-32 | 0.16 | 0.77 | 0.14 | FALSE |
11 | GTEx | Adipose Visceral Omentum | RB1 | 0.08 | 0.01 | lasso | 6 | 0.02 | 3.3e-02 | 7.988 | -8.1 | 7.6e-16 | -0.07 | 0.04 | 0.71 | FALSE |
12 | GTEx | Artery Aorta | EBPL | 0.43 | 0.20 | enet | 78 | 0.28 | 8.1e-16 | 13.622 | -12.5 | 5.9e-36 | 0.17 | 0.99 | 0.01 | FALSE |
13 | GTEx | Artery Coronary | EBPL | 0.48 | 0.03 | enet | 99 | 0.12 | 9.7e-05 | 16.099 | -11.1 | 9.4e-29 | 0.09 | 0.17 | 0.44 | FALSE |
14 | GTEx | Artery Tibial | EBPL | 0.55 | 0.32 | enet | 28 | 0.46 | 4.5e-40 | 2.538 | -9.4 | 5.6e-21 | 0.08 | 1.00 | 0.00 | FALSE |
15 | GTEx | Brain Caudate basal ganglia | EBPL | 0.41 | 0.06 | lasso | 7 | 0.12 | 2.1e-04 | 13.394 | -10.6 | 2.2e-26 | 0.02 | 0.12 | 0.08 | FALSE |
16 | GTEx | Brain Cerebellar Hemisphere | EBPL | 0.54 | 0.32 | enet | 17 | 0.34 | 1.2e-09 | 2.538 | -12.5 | 7.6e-36 | 0.12 | 0.62 | 0.07 | FALSE |
17 | GTEx | Brain Cerebellum | EBPL | 0.50 | 0.30 | enet | 23 | 0.36 | 1.8e-11 | 16.099 | -14.5 | 5.9e-48 | 0.07 | 0.86 | 0.02 | FALSE |
18 | GTEx | Brain Cortex | EBPL | 0.36 | 0.08 | enet | 24 | 0.14 | 1.5e-04 | 16.099 | -12.3 | 1.3e-34 | 0.15 | 0.19 | 0.10 | FALSE |
19 | GTEx | Brain Frontal Cortex BA9 | EBPL | 0.50 | 0.20 | enet | 18 | 0.34 | 7.0e-10 | 2.538 | -11.2 | 3.5e-29 | 0.05 | 0.33 | 0.31 | FALSE |
20 | GTEx | Brain Nucleus accumbens basal ganglia | EBPL | 0.25 | 0.11 | enet | 21 | 0.11 | 7.9e-04 | 13.661 | -12.1 | 1.1e-33 | 0.14 | 0.11 | 0.22 | FALSE |
21 | GTEx | Brain Putamen basal ganglia | EBPL | 0.31 | -0.01 | enet | 18 | 0.05 | 2.9e-02 | 13.661 | -14.4 | 1.0e-46 | 0.11 | 0.04 | 0.43 | TRUE |
22 | GTEx | Breast Mammary Tissue | EBPL | 0.21 | 0.15 | enet | 20 | 0.17 | 2.8e-09 | -5.493 | -10.1 | 5.4e-24 | 0.17 | 0.91 | 0.04 | FALSE |
23 | GTEx | Breast Mammary Tissue (Male) | EBPL | 0.20 | 0.05 | enet | 6 | 0.03 | 7.9e-02 | 2.425 | -10.7 | 1.5e-26 | 0.17 | 0.04 | 0.18 | FALSE |
24 | GTEx | Breast Mammary Tissue (Male) | RNASEH2B | 0.06 | -0.01 | enet | 25 | -0.01 | 5.4e-01 | -0.233 | 7.8 | 5.4e-15 | -0.04 | 0.05 | 0.09 | TRUE |
25 | GTEx | Cells EBV-transformed lymphocytes | EBPL | 0.41 | 0.36 | lasso | 10 | 0.37 | 3.8e-13 | -5.493 | -8.4 | 4.8e-17 | 0.07 | 0.99 | 0.00 | FALSE |
26 | GTEx | Cells EBV-transformed lymphocytes | LRCH1 | 0.39 | -0.01 | lasso | 11 | -0.01 | 6.6e-01 | 0.671 | 5.7 | 1.6e-08 | -0.01 | 0.06 | 0.09 | FALSE |
27 | GTEx | Cells Transformed fibroblasts | EBPL | 0.29 | 0.17 | lasso | 3 | 0.22 | 1.8e-16 | -5.493 | -11.4 | 3.2e-30 | 0.06 | 1.00 | 0.00 | FALSE |
28 | GTEx | Cells Transformed fibroblasts | LRCH1 | 0.11 | 0.00 | enet | 14 | 0.02 | 1.9e-02 | -7.081 | -6.1 | 8.9e-10 | 0.04 | 0.20 | 0.08 | FALSE |
29 | GTEx | Cells Transformed fibroblasts | RCBTB1 | 0.20 | 0.12 | lasso | 8 | 0.11 | 1.4e-08 | -3.123 | 5.2 | 2.0e-07 | -0.05 | 0.99 | 0.00 | FALSE |
30 | GTEx | Cells Transformed fibroblasts | RB1 | 0.08 | 0.01 | enet | 9 | 0.00 | 1.4e-01 | 8.096 | -7.4 | 1.2e-13 | -0.08 | 0.03 | 0.64 | FALSE |
31 | GTEx | Colon Sigmoid | SETDB2 | 0.28 | 0.00 | enet | 56 | 0.07 | 2.5e-03 | -1.059 | 5.3 | 1.2e-07 | -0.10 | 0.07 | 0.05 | FALSE |
32 | GTEx | Colon Transverse | EBPL | 0.24 | 0.19 | enet | 13 | 0.11 | 8.8e-06 | -5.493 | -10.0 | 1.0e-23 | 0.09 | 0.97 | 0.01 | FALSE |
33 | GTEx | Esophagus Gastroesophageal Junction | EBPL | 0.27 | 0.24 | enet | 14 | 0.26 | 4.6e-10 | 13.394 | -14.2 | 1.5e-45 | 0.02 | 0.97 | 0.03 | FALSE |
34 | GTEx | Esophagus Muscularis | CDADC1 | 0.15 | 0.00 | enet | 20 | 0.00 | 2.3e-01 | 2.270 | -8.1 | 8.3e-16 | -0.10 | 0.06 | 0.04 | TRUE |
35 | GTEx | Esophagus Muscularis | EBPL | 0.39 | 0.16 | enet | 36 | 0.29 | 9.2e-18 | 13.622 | -13.0 | 1.0e-38 | 0.04 | 1.00 | 0.00 | FALSE |
36 | GTEx | Heart Atrial Appendage | EBPL | 0.17 | 0.04 | lasso | 5 | 0.05 | 2.2e-03 | 16.099 | -12.6 | 3.7e-36 | 0.10 | 0.12 | 0.57 | FALSE |
37 | GTEx | Muscle Skeletal | CDADC1 | 0.10 | 0.04 | enet | 10 | 0.02 | 1.6e-03 | 2.203 | 5.8 | 6.9e-09 | -0.03 | 0.80 | 0.02 | TRUE |
38 | GTEx | Muscle Skeletal | RCBTB1 | 0.19 | 0.11 | enet | 43 | 0.14 | 1.7e-13 | -5.578 | -5.6 | 2.5e-08 | 0.02 | 1.00 | 0.00 | FALSE |
39 | GTEx | Nerve Tibial | EBPL | 0.33 | 0.09 | enet | 25 | 0.27 | 4.6e-19 | 13.394 | -11.5 | 1.1e-30 | 0.13 | 1.00 | 0.00 | FALSE |
40 | GTEx | Nerve Tibial | LRCH1 | 0.12 | 0.03 | enet | 12 | 0.02 | 1.0e-02 | -6.849 | -6.2 | 6.5e-10 | -0.08 | 0.59 | 0.03 | FALSE |
41 | GTEx | Nerve Tibial | DLEU2 | 0.11 | 0.05 | lasso | 3 | 0.02 | 7.8e-03 | 20.994 | 21.1 | 3.0e-99 | -0.17 | 0.51 | 0.02 | TRUE |
42 | GTEx | Pancreas | EBPL | 0.18 | 0.10 | enet | 5 | 0.09 | 1.6e-04 | 16.099 | -14.7 | 1.2e-48 | 0.10 | 0.36 | 0.08 | TRUE |
43 | GTEx | Pancreas | SUCLA2 | 0.18 | 0.08 | enet | 25 | 0.05 | 2.8e-03 | 5.207 | -6.5 | 8.2e-11 | 0.00 | 0.04 | 0.41 | FALSE |
44 | GTEx | Pituitary | EBPL | 0.44 | 0.32 | enet | 29 | 0.37 | 3.1e-10 | 13.622 | -13.1 | 2.3e-39 | -0.03 | 0.71 | 0.24 | FALSE |
45 | GTEx | Pituitary | RB1 | 0.30 | 0.06 | enet | 29 | 0.09 | 2.3e-03 | 8.220 | -5.5 | 3.1e-08 | -0.04 | 0.03 | 0.73 | FALSE |
46 | GTEx | Skin Not Sun Exposed Suprapubic | EBPL | 0.34 | 0.26 | enet | 12 | 0.30 | 4.0e-17 | 13.622 | -12.0 | 4.6e-33 | -0.02 | 1.00 | 0.00 | FALSE |
47 | GTEx | Skin Sun Exposed Lower leg | EBPL | 0.28 | 0.21 | lasso | 5 | 0.20 | 2.5e-16 | 13.556 | -14.3 | 1.1e-46 | 0.02 | 1.00 | 0.00 | FALSE |
48 | GTEx | Small Intestine Terminal Ileum | EBPL | 0.39 | 0.10 | lasso | 8 | 0.14 | 4.3e-04 | -5.493 | -6.8 | 9.9e-12 | 0.06 | 0.07 | 0.11 | FALSE |
49 | GTEx | Small Intestine Terminal Ileum | RNASEH2B | 0.57 | 0.01 | enet | 40 | 0.11 | 2.4e-03 | -1.868 | 6.4 | 1.4e-10 | -0.18 | 0.05 | 0.18 | TRUE |
50 | GTEx | Small Intestine Terminal Ileum | RCBTB1 | 0.29 | 0.12 | lasso | 4 | 0.10 | 3.4e-03 | 0.913 | 5.8 | 5.0e-09 | 0.07 | 0.08 | 0.21 | FALSE |
51 | GTEx | Spleen | EBPL | 0.58 | 0.33 | enet | 28 | 0.35 | 7.1e-10 | -5.493 | -7.7 | 1.9e-14 | 0.01 | 0.71 | 0.03 | FALSE |
52 | GTEx | Spleen | RCBTB1 | 0.37 | 0.02 | lasso | 5 | 0.04 | 3.5e-02 | 1.510 | -12.3 | 9.9e-35 | 0.03 | 0.04 | 0.10 | FALSE |
53 | GTEx | Stomach | EBPL | 0.25 | 0.17 | enet | 10 | 0.20 | 7.0e-10 | 2.538 | -8.8 | 9.7e-19 | 0.07 | 0.98 | 0.00 | FALSE |
54 | GTEx | Testis | EBPL | 0.33 | 0.17 | lasso | 6 | 0.24 | 8.4e-11 | 13.658 | -16.1 | 4.3e-58 | 0.05 | 0.99 | 0.01 | TRUE |
55 | GTEx | Testis | RCBTB1 | 0.17 | 0.03 | lasso | 2 | 0.07 | 5.6e-04 | -4.097 | -5.3 | 1.1e-07 | -0.06 | 0.34 | 0.04 | FALSE |
56 | GTEx | Thyroid | EBPL | 0.36 | 0.14 | enet | 33 | 0.30 | 5.1e-23 | 13.394 | -15.7 | 2.1e-55 | 0.12 | 1.00 | 0.00 | TRUE |
57 | METSIM | Adipose | EBPL | 0.32 | 0.12 | lasso | 7 | 0.27 | 1.4e-39 | 13.658 | -11.3 | 1.2e-29 | 0.04 | 1.00 | 0.00 | FALSE |
58 | METSIM | Adipose | LRCH1 | 0.04 | 0.03 | lasso | 4 | 0.03 | 1.2e-05 | -5.460 | -6.8 | 1.4e-11 | -0.01 | 0.99 | 0.01 | FALSE |
59 | NTR | Blood | DLEU7 | 0.07 | 0.02 | enet | 22 | 0.06 | 1.3e-19 | -10.295 | -16.8 | 1.1e-63 | 0.63 | 0.52 | 0.48 | TRUE |
60 | NTR | Blood | EBPL | 0.07 | 0.03 | blup | 401 | 0.04 | 3.8e-13 | 2.538 | -9.1 | 8.2e-20 | 0.07 | 1.00 | 0.00 | FALSE |
61 | NTR | Blood | ITM2B | 0.02 | 0.02 | enet | 7 | 0.02 | 1.5e-07 | 8.096 | 8.1 | 5.0e-16 | 0.05 | 0.04 | 0.96 | TRUE |
62 | ROSMAP | Brain Pre-frontal Cortex | EBPL | 0.43 | 0.28 | lasso | 8 | 0.43 | 7.3e-60 | 13.394 | -12.5 | 1.2e-35 | 0.04 | 1.00 | 0.00 | FALSE |
63 | YFS | Blood | DLEU1 | 0.13 | 0.12 | lasso | 10 | 0.16 | 7.4e-49 | -1.251 | -5.3 | 1.2e-07 | -0.22 | 1.00 | 0.00 | TRUE |
64 | YFS | Blood | EBPL | 0.52 | 0.36 | lasso | 8 | 0.48 | 4.8e-183 | -5.493 | -7.3 | 2.8e-13 | 0.03 | 1.00 | 0.00 | FALSE |
65 | YFS | Blood | KPNA3 | 0.04 | 0.02 | bslmm | 427 | 0.02 | 1.4e-08 | 1.008 | 7.3 | 2.3e-13 | -0.14 | 1.00 | 0.00 | FALSE |
66 | The Cancer Genome Atlas | Breast Invasive Carcinoma | DLEU2 | 0.05 | 0.01 | enet | 15 | 0.02 | 2.0e-05 | -5.566 | 7.5 | 7.5e-14 | -0.08 | 0.06 | 0.24 | FALSE |
67 | The Cancer Genome Atlas | Breast Invasive Carcinoma | EBPL | 0.07 | 0.03 | enet | 11 | 0.06 | 2.1e-12 | 13.661 | -11.3 | 9.1e-30 | 0.05 | 0.06 | 0.94 | FALSE |
68 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RNASEH2B | 0.22 | 0.01 | blup | 78 | 0.07 | 2.0e-13 | 4.271 | -5.4 | 7.5e-08 | -0.04 | 0.02 | 0.69 | TRUE |
69 | The Cancer Genome Atlas | Colon Adenocarcinoma | EBPL | 0.20 | 0.04 | blup | 59 | 0.11 | 6.8e-07 | -5.493 | -10.9 | 7.1e-28 | 0.14 | 0.60 | 0.24 | FALSE |
70 | The Cancer Genome Atlas | Glioblastoma Multiforme | EBPL | 0.45 | 0.24 | blup | 59 | 0.24 | 5.3e-08 | -5.493 | -6.8 | 1.1e-11 | 0.09 | 0.35 | 0.26 | FALSE |
71 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | DLEU7 | 0.11 | 0.00 | enet | 36 | 0.03 | 1.8e-04 | 3.858 | -6.8 | 1.5e-11 | 0.09 | 0.01 | 0.06 | TRUE |
72 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DLEU2 | 0.08 | 0.02 | lasso | 2 | 0.01 | 1.6e-02 | -10.735 | 13.5 | 1.8e-41 | 0.01 | 0.13 | 0.25 | FALSE |
73 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | EBPL | 0.21 | 0.14 | enet | 15 | 0.19 | 3.6e-21 | -5.493 | -11.0 | 2.4e-28 | 0.12 | 1.00 | 0.00 | TRUE |
74 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SUCLA2 | 0.06 | 0.02 | blup | 61 | 0.03 | 1.1e-04 | 5.806 | -5.4 | 5.4e-08 | -0.05 | 0.01 | 0.98 | TRUE |
75 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | CYSLTR2 | 0.05 | 0.04 | lasso | 5 | 0.04 | 3.1e-03 | 6.420 | -6.7 | 2.2e-11 | -0.04 | 0.05 | 0.45 | FALSE |
76 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | DLEU1 | 0.13 | 0.04 | lasso | 3 | 0.04 | 2.6e-03 | 13.255 | -11.1 | 7.6e-29 | -0.04 | 0.24 | 0.03 | FALSE |
77 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | EBPL | 0.27 | 0.16 | blup | 59 | 0.22 | 1.0e-12 | -5.493 | -13.6 | 6.3e-42 | 0.12 | 0.29 | 0.71 | FALSE |
78 | The Cancer Genome Atlas | Brain Lower Grade Glioma | EBPL | 0.22 | 0.12 | enet | 7 | 0.18 | 2.5e-20 | 2.538 | -11.3 | 8.4e-30 | 0.07 | 0.88 | 0.12 | FALSE |
79 | The Cancer Genome Atlas | Lung Adenocarcinoma | EBPL | 0.07 | 0.02 | blup | 59 | 0.03 | 8.9e-05 | 2.538 | -10.2 | 1.6e-24 | 0.13 | 0.02 | 0.81 | FALSE |
80 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | DLEU2 | 0.03 | 0.01 | blup | 61 | 0.02 | 2.4e-03 | 20.666 | 20.0 | 2.6e-89 | -0.20 | 0.01 | 0.96 | FALSE |
81 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | EBPL | 0.21 | 0.09 | enet | 10 | 0.13 | 4.9e-06 | 16.099 | -12.1 | 8.3e-34 | 0.11 | 0.00 | 1.00 | TRUE |
82 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | EBPL | 0.28 | 0.18 | blup | 59 | 0.19 | 4.3e-08 | 13.661 | -13.7 | 8.9e-43 | 0.13 | 0.01 | 0.98 | FALSE |
83 | The Cancer Genome Atlas | Prostate Adenocarcinoma | EBPL | 0.08 | 0.01 | blup | 59 | 0.04 | 6.4e-05 | 13.661 | -13.0 | 2.0e-38 | 0.12 | 0.01 | 0.89 | FALSE |
84 | The Cancer Genome Atlas | Rectum Adenocarcinoma | GUCY1B2 | 0.43 | 0.00 | blup | 104 | 0.14 | 3.2e-04 | -1.636 | 5.7 | 1.5e-08 | 0.02 | 0.02 | 0.10 | TRUE |
85 | The Cancer Genome Atlas | Soft Tissue Sarcoma | EBPL | 0.11 | 0.01 | enet | 10 | 0.03 | 4.9e-03 | -6.476 | -6.1 | 1.2e-09 | 0.10 | 0.05 | 0.09 | FALSE |
86 | The Cancer Genome Atlas | Stomach Adenocarcinoma | EBPL | 0.10 | 0.07 | enet | 7 | 0.08 | 2.8e-06 | 16.099 | -13.0 | 1.7e-38 | 0.17 | 0.00 | 1.00 | FALSE |
87 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | RCBTB1 | 0.13 | 0.07 | lasso | 4 | 0.08 | 1.2e-03 | -5.619 | -6.2 | 5.8e-10 | 0.02 | 0.06 | 0.69 | TRUE |
88 | The Cancer Genome Atlas | Thyroid Carcinoma | CYSLTR2 | 0.04 | 0.03 | blup | 82 | 0.05 | 2.3e-05 | 6.750 | 7.1 | 1.2e-12 | 0.05 | 0.02 | 0.98 | FALSE |
89 | The Cancer Genome Atlas | Thyroid Carcinoma | EBPL | 0.28 | 0.10 | enet | 17 | 0.26 | 7.7e-25 | -5.493 | -11.3 | 9.1e-30 | 0.04 | 0.24 | 0.76 | FALSE |
90 | The Cancer Genome Atlas | Thyroid Carcinoma | TRIM13 | 0.04 | 0.00 | blup | 26 | 0.02 | 8.5e-03 | 21.017 | -16.3 | 1.4e-59 | 0.01 | 0.00 | 0.46 | FALSE |