Best TWAS P=1.67e-59 · Best GWAS P=7.05e-222 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 | ABCF3 | 0.05 | 0.00 | blup | 494 | 0.01 | 1.6e-02 | -8.311 | 16.3 | 1.7e-59 | -0.27 | 0.14 | 0.03 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | ECE2 | 0.24 | 0.20 | bslmm | 542 | 0.19 | 1.6e-22 | -10.334 | -9.3 | 1.2e-20 | 0.27 | 1.00 | 0.00 | TRUE |
3 | GTEx | Adipose Subcutaneous | YEATS2-AS1 | 0.08 | 0.02 | lasso | 10 | 0.01 | 3.3e-02 | -11.567 | 10.5 | 8.3e-26 | -0.15 | 0.44 | 0.03 | TRUE |
4 | GTEx | Adrenal Gland | EIF2B5 | 0.14 | -0.01 | enet | 36 | 0.02 | 5.3e-02 | -12.940 | -9.7 | 3.1e-22 | 0.20 | 0.10 | 0.17 | TRUE |
5 | GTEx | Artery Aorta | ABCF3 | 0.17 | 0.18 | lasso | 3 | 0.15 | 2.0e-08 | -8.516 | -8.3 | 1.2e-16 | 0.13 | 1.00 | 0.00 | TRUE |
6 | GTEx | Artery Tibial | AP2M1 | 0.12 | 0.06 | lasso | 6 | 0.05 | 1.5e-04 | -8.457 | -8.4 | 3.8e-17 | 0.08 | 0.83 | 0.02 | FALSE |
7 | GTEx | Artery Tibial | MAP6D1 | 0.13 | 0.07 | enet | 15 | 0.07 | 5.1e-06 | 8.874 | -11.4 | 4.4e-30 | 0.19 | 1.00 | 0.00 | FALSE |
8 | GTEx | Brain Caudate basal ganglia | YEATS2-AS1 | 0.20 | 0.05 | lasso | 3 | 0.02 | 1.1e-01 | 11.259 | 12.9 | 2.5e-38 | -0.16 | 0.13 | 0.14 | FALSE |
9 | GTEx | Brain Cerebellar Hemisphere | MAP6D1 | 0.20 | 0.03 | lasso | 6 | 0.06 | 1.0e-02 | 9.965 | -9.3 | 1.9e-20 | 0.18 | 0.21 | 0.05 | FALSE |
10 | GTEx | Brain Cerebellar Hemisphere | YEATS2-AS1 | 0.20 | 0.16 | lasso | 5 | 0.16 | 6.2e-05 | 8.583 | 8.6 | 8.8e-18 | -0.18 | 0.52 | 0.08 | TRUE |
11 | GTEx | Brain Cerebellum | ABCC5 | 0.18 | 0.18 | lasso | 5 | 0.13 | 1.4e-04 | 11.384 | 11.9 | 1.2e-32 | -0.10 | 0.34 | 0.05 | FALSE |
12 | GTEx | Brain Cerebellum | MAP6D1 | 0.38 | 0.27 | enet | 38 | 0.34 | 1.0e-10 | 9.912 | -7.3 | 3.3e-13 | 0.03 | 0.98 | 0.00 | FALSE |
13 | GTEx | Brain Cerebellum | YEATS2-AS1 | 0.48 | 0.48 | lasso | 10 | 0.47 | 8.0e-16 | 9.912 | 10.0 | 1.6e-23 | -0.14 | 1.00 | 0.00 | FALSE |
14 | GTEx | Brain Cortex | VPS8 | 0.29 | 0.07 | enet | 54 | 0.02 | 1.1e-01 | -1.776 | 9.5 | 1.7e-21 | -0.28 | 0.08 | 0.13 | TRUE |
15 | GTEx | Brain Putamen basal ganglia | ECE2 | 0.38 | 0.03 | enet | 22 | 0.11 | 1.4e-03 | -10.386 | -5.3 | 1.1e-07 | -0.03 | 0.09 | 0.05 | TRUE |
16 | GTEx | Cells Transformed fibroblasts | MAP6D1 | 0.09 | 0.03 | lasso | 6 | 0.03 | 2.0e-03 | 9.157 | 6.5 | 6.1e-11 | -0.10 | 0.74 | 0.02 | TRUE |
17 | GTEx | Colon Transverse | YEATS2 | 0.27 | 0.02 | lasso | 6 | 0.04 | 7.5e-03 | 1.827 | -6.8 | 9.3e-12 | 0.08 | 0.07 | 0.07 | FALSE |
18 | GTEx | Colon Transverse | YEATS2-AS1 | 0.24 | 0.01 | lasso | 6 | 0.01 | 6.7e-02 | 9.912 | 7.3 | 2.0e-13 | -0.13 | 0.13 | 0.04 | FALSE |
19 | GTEx | Esophagus Mucosa | ABCC5 | 0.13 | 0.10 | lasso | 5 | 0.09 | 1.8e-06 | -12.977 | -13.1 | 3.5e-39 | 0.12 | 1.00 | 0.00 | FALSE |
20 | GTEx | Esophagus Mucosa | MAP6D1 | 0.08 | 0.07 | lasso | 11 | 0.07 | 3.4e-05 | 9.979 | 9.8 | 1.2e-22 | -0.14 | 1.00 | 0.00 | FALSE |
21 | GTEx | Esophagus Mucosa | YEATS2-AS1 | 0.09 | 0.02 | enet | 25 | 0.06 | 1.4e-04 | 8.782 | 12.5 | 6.5e-36 | -0.16 | 0.89 | 0.01 | FALSE |
22 | GTEx | Heart Left Ventricle | AP2M1 | 0.10 | 0.06 | enet | 15 | 0.03 | 9.7e-03 | -9.199 | -10.3 | 6.6e-25 | 0.06 | 0.65 | 0.03 | FALSE |
23 | GTEx | Lung | MAGEF1 | 0.14 | 0.07 | lasso | 6 | 0.07 | 2.7e-06 | -1.994 | 8.1 | 5.1e-16 | -0.26 | 0.60 | 0.37 | TRUE |
24 | GTEx | Lung | YEATS2-AS1 | 0.13 | 0.03 | enet | 27 | 0.07 | 3.3e-06 | -11.064 | 7.2 | 7.5e-13 | -0.14 | 0.60 | 0.04 | FALSE |
25 | GTEx | Muscle Skeletal | ABCF3 | 0.10 | 0.07 | lasso | 4 | 0.09 | 3.7e-09 | -7.407 | -6.0 | 2.0e-09 | 0.00 | 1.00 | 0.00 | FALSE |
26 | GTEx | Muscle Skeletal | YEATS2-AS1 | 0.07 | 0.08 | lasso | 7 | 0.06 | 1.6e-06 | 9.912 | 9.9 | 3.6e-23 | -0.14 | 1.00 | 0.00 | FALSE |
27 | GTEx | Nerve Tibial | ABCF3 | 0.13 | 0.11 | lasso | 4 | 0.09 | 6.1e-07 | -8.516 | -8.8 | 1.3e-18 | 0.14 | 0.96 | 0.00 | FALSE |
28 | GTEx | Nerve Tibial | YEATS2-AS1 | 0.08 | 0.07 | lasso | 4 | 0.04 | 5.3e-04 | 9.912 | 10.0 | 2.4e-23 | -0.14 | 0.84 | 0.01 | FALSE |
29 | GTEx | Pancreas | ECE2 | 0.26 | 0.04 | enet | 24 | 0.09 | 1.2e-04 | -10.368 | -14.5 | 6.8e-48 | 0.25 | 0.16 | 0.05 | TRUE |
30 | GTEx | Pituitary | ECE2 | 0.52 | 0.30 | lasso | 7 | 0.23 | 1.5e-06 | -10.386 | -7.7 | 1.4e-14 | 0.32 | 0.49 | 0.04 | TRUE |
31 | GTEx | Skin Not Sun Exposed Suprapubic | ABCC5 | 0.12 | 0.01 | lasso | 3 | 0.01 | 8.4e-02 | 9.919 | 7.5 | 4.3e-14 | -0.12 | 0.12 | 0.04 | FALSE |
32 | GTEx | Skin Not Sun Exposed Suprapubic | MAP6D1 | 0.16 | 0.08 | enet | 30 | 0.06 | 4.8e-04 | 9.982 | 8.4 | 2.8e-17 | -0.12 | 0.98 | 0.00 | FALSE |
33 | GTEx | Skin Not Sun Exposed Suprapubic | YEATS2-AS1 | 0.21 | 0.21 | enet | 18 | 0.21 | 1.2e-11 | 9.979 | 9.7 | 2.1e-22 | -0.15 | 1.00 | 0.00 | FALSE |
34 | GTEx | Skin Sun Exposed Lower leg | ABCF3 | 0.13 | 0.08 | lasso | 4 | 0.11 | 1.6e-09 | -1.632 | -5.3 | 1.4e-07 | -0.01 | 0.99 | 0.00 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | MAP6D1 | 0.07 | 0.02 | lasso | 5 | 0.03 | 2.7e-03 | 9.997 | 8.1 | 7.4e-16 | -0.10 | 0.40 | 0.03 | FALSE |
36 | GTEx | Skin Sun Exposed Lower leg | YEATS2-AS1 | 0.14 | 0.16 | lasso | 2 | 0.16 | 7.8e-13 | 8.782 | 9.1 | 9.5e-20 | -0.14 | 1.00 | 0.00 | FALSE |
37 | GTEx | Testis | CLCN2 | 0.15 | -0.01 | enet | 18 | 0.02 | 4.3e-02 | 1.020 | 10.8 | 2.3e-27 | -0.35 | 0.03 | 0.70 | FALSE |
38 | GTEx | Testis | YEATS2-AS1 | 0.15 | -0.01 | enet | 20 | 0.04 | 5.8e-03 | -12.077 | 7.1 | 1.5e-12 | -0.12 | 0.12 | 0.05 | TRUE |
39 | GTEx | Whole Blood | ABCC5 | 0.10 | 0.08 | lasso | 4 | 0.08 | 9.9e-08 | 14.805 | -14.7 | 6.6e-49 | 0.14 | 1.00 | 0.00 | FALSE |
40 | GTEx | Whole Blood | PARL | 0.15 | 0.12 | enet | 5 | 0.12 | 1.4e-11 | -10.031 | 9.0 | 1.5e-19 | -0.16 | 1.00 | 0.00 | FALSE |
41 | METSIM | Adipose | ABCF3 | 0.19 | 0.14 | enet | 20 | 0.16 | 1.8e-22 | -7.884 | -9.2 | 2.2e-20 | 0.11 | 1.00 | 0.00 | FALSE |
42 | METSIM | Adipose | KLHL6 | 0.06 | 0.00 | bslmm | 480 | 0.02 | 1.4e-03 | -5.562 | -10.3 | 1.1e-24 | 0.07 | 0.09 | 0.08 | FALSE |
43 | METSIM | Adipose | MAP6D1 | 0.06 | 0.05 | bslmm | 473 | 0.06 | 2.3e-09 | -11.265 | -13.3 | 3.5e-40 | 0.20 | 1.00 | 0.00 | FALSE |
44 | NTR | Blood | ABCC5 | 0.08 | 0.11 | enet | 26 | 0.11 | 6.8e-33 | 14.805 | -15.0 | 1.4e-50 | 0.14 | 1.00 | 0.00 | FALSE |
45 | YFS | Blood | ABCC5 | 0.25 | 0.37 | enet | 48 | 0.42 | 8.9e-154 | 14.805 | -14.3 | 2.3e-46 | 0.15 | 1.00 | 0.00 | FALSE |
46 | YFS | Blood | AP2M1 | 0.09 | 0.06 | lasso | 5 | 0.10 | 6.3e-31 | 7.502 | -10.3 | 1.0e-24 | 0.14 | 1.00 | 0.00 | FALSE |
47 | YFS | Blood | DVL3 | 0.04 | 0.00 | bslmm | 487 | 0.02 | 2.7e-07 | -13.421 | -10.5 | 7.4e-26 | 0.15 | 0.55 | 0.01 | FALSE |
48 | YFS | Blood | KLHL6 | 0.06 | 0.04 | enet | 23 | 0.04 | 1.3e-13 | 7.785 | -12.6 | 3.7e-36 | 0.17 | 1.00 | 0.00 | FALSE |
49 | YFS | Blood | MAP6D1 | 0.25 | 0.23 | enet | 42 | 0.32 | 5.3e-107 | 8.234 | -6.6 | 3.1e-11 | 0.06 | 1.00 | 0.00 | TRUE |
50 | YFS | Blood | PARL | 0.13 | 0.08 | lasso | 4 | 0.08 | 2.3e-25 | -8.051 | 6.1 | 1.1e-09 | -0.12 | 1.00 | 0.00 | FALSE |
51 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | ABCC5 | 0.05 | 0.04 | enet | 8 | 0.03 | 7.0e-04 | -13.097 | -7.6 | 2.7e-14 | 0.03 | 0.44 | 0.12 | FALSE |
52 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ABCF3 | 0.04 | 0.00 | enet | 10 | 0.02 | 1.2e-04 | -1.695 | -8.2 | 3.5e-16 | 0.00 | 0.26 | 0.31 | FALSE |
53 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | MAP6D1 | 0.07 | 0.06 | blup | 55 | 0.06 | 9.4e-04 | 10.021 | 10.0 | 1.8e-23 | -0.14 | 0.57 | 0.10 | FALSE |
54 | The Cancer Genome Atlas | Glioblastoma Multiforme | MAP6D1 | 0.20 | 0.05 | enet | 27 | 0.05 | 1.0e-02 | 9.993 | 5.7 | 1.1e-08 | -0.08 | 0.06 | 0.16 | TRUE |
55 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MAP6D1 | 0.04 | 0.01 | blup | 55 | 0.04 | 4.0e-05 | 9.025 | 9.8 | 1.5e-22 | -0.15 | 0.71 | 0.06 | FALSE |
56 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CLCN2 | 0.06 | 0.03 | blup | 55 | 0.04 | 5.0e-05 | 1.015 | 6.2 | 6.4e-10 | -0.34 | 0.61 | 0.15 | TRUE |
57 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ECE2 | 0.04 | 0.02 | blup | 61 | 0.03 | 3.5e-04 | -10.386 | -13.0 | 2.1e-38 | 0.40 | 0.32 | 0.43 | FALSE |
58 | The Cancer Genome Atlas | Brain Lower Grade Glioma | KLHL6 | 0.06 | 0.05 | enet | 7 | 0.05 | 4.3e-06 | 7.608 | 8.0 | 1.6e-15 | -0.07 | 0.56 | 0.38 | TRUE |
59 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MAP6D1 | 0.03 | 0.04 | enet | 17 | 0.05 | 1.8e-06 | 10.384 | 11.2 | 3.8e-29 | -0.09 | 0.77 | 0.19 | FALSE |
60 | The Cancer Genome Atlas | Lung Adenocarcinoma | IGF2BP2 | 0.03 | 0.02 | lasso | 1 | 0.01 | 5.5e-02 | -10.049 | 10.0 | 9.3e-24 | 0.00 | 0.04 | 0.28 | TRUE |
61 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | AP2M1 | 0.04 | 0.01 | blup | 53 | 0.02 | 3.3e-03 | -11.296 | -11.0 | 5.0e-28 | 0.21 | 0.05 | 0.07 | FALSE |
62 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | CAMK2N2 | 0.04 | 0.01 | enet | 8 | 0.03 | 3.9e-04 | -0.069 | -5.6 | 2.0e-08 | 0.09 | 0.10 | 0.33 | FALSE |
63 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ABCC5 | 0.04 | 0.03 | enet | 9 | 0.03 | 5.5e-04 | 9.709 | -12.4 | 4.1e-35 | 0.13 | 0.54 | 0.14 | FALSE |
64 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PSMD2 | 0.07 | 0.03 | blup | 51 | 0.04 | 7.5e-05 | 6.838 | 5.8 | 4.8e-09 | -0.45 | 0.95 | 0.00 | FALSE |
65 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | VWA5B2 | 0.10 | 0.04 | blup | 51 | 0.04 | 1.8e-02 | -1.815 | 6.7 | 2.3e-11 | -0.12 | 0.04 | 0.09 | FALSE |
66 | The Cancer Genome Atlas | Thyroid Carcinoma | ABCF3 | 0.05 | 0.02 | lasso | 9 | 0.01 | 1.4e-02 | -7.407 | -5.4 | 7.1e-08 | 0.02 | 0.35 | 0.29 | FALSE |
67 | The Cancer Genome Atlas | Thyroid Carcinoma | MAP6D1 | 0.14 | 0.03 | enet | 10 | 0.07 | 2.6e-07 | -10.430 | 9.8 | 7.0e-23 | -0.06 | 0.79 | 0.14 | FALSE |