Best TWAS P=1.88e-24 · Best GWAS P=1.04e-79 conditioned to 4.41e-76
# | 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 | ECE2 | 0.24 | 0.20 | bslmm | 542 | 0.19 | 1.6e-22 | 6.7 | 7.3 | 3.5e-13 | 0.04 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | KLHL24 | 0.42 | 0.60 | bslmm | 493 | 0.66 | 4.5e-107 | -6.0 | -6.4 | 2.0e-10 | -0.03 | 1.00 | 0.00 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | SENP2 | 0.21 | 0.18 | enet | 33 | 0.19 | 4.2e-22 | -7.1 | 8.3 | 7.7e-17 | -0.11 | 1.00 | 0.00 | TRUE |
4 | GTEx | Adipose Subcutaneous | KLHL24 | 0.15 | 0.10 | lasso | 6 | 0.10 | 1.4e-08 | -6.2 | 5.5 | 4.6e-08 | 0.02 | 1.00 | 0.00 | FALSE |
5 | GTEx | Artery Tibial | PSMD2 | 0.13 | 0.09 | lasso | 5 | 0.08 | 1.3e-06 | -5.6 | 5.8 | 7.3e-09 | 0.03 | 0.86 | 0.04 | FALSE |
6 | GTEx | Artery Tibial | MAP6D1 | 0.13 | 0.07 | enet | 15 | 0.07 | 5.1e-06 | 7.7 | -8.2 | 3.8e-16 | -0.03 | 1.00 | 0.00 | FALSE |
7 | GTEx | Artery Tibial | YEATS2-AS1 | 0.07 | 0.00 | lasso | 4 | 0.00 | 7.5e-01 | -4.3 | 8.6 | 1.1e-17 | 0.04 | 0.10 | 0.04 | FALSE |
8 | GTEx | Brain Caudate basal ganglia | KLHL24 | 0.22 | 0.21 | lasso | 3 | 0.19 | 3.5e-06 | -6.2 | 6.1 | 9.4e-10 | 0.02 | 0.58 | 0.10 | FALSE |
9 | GTEx | Brain Caudate basal ganglia | MAP6D1 | 0.14 | 0.06 | lasso | 7 | 0.02 | 9.9e-02 | 7.8 | -7.1 | 1.2e-12 | 0.00 | 0.17 | 0.05 | FALSE |
10 | GTEx | Brain Caudate basal ganglia | YEATS2-AS1 | 0.20 | 0.05 | lasso | 3 | 0.02 | 1.1e-01 | 5.3 | 7.5 | 5.9e-14 | 0.09 | 0.14 | 0.06 | FALSE |
11 | GTEx | Brain Cerebellar Hemisphere | MAP6D1 | 0.20 | 0.03 | lasso | 6 | 0.06 | 1.0e-02 | 7.7 | -9.3 | 2.1e-20 | -0.05 | 0.21 | 0.05 | FALSE |
12 | GTEx | Brain Cerebellar Hemisphere | YEATS2-AS1 | 0.20 | 0.16 | lasso | 5 | 0.16 | 6.2e-05 | 7.7 | 6.4 | 1.2e-10 | 0.04 | 0.56 | 0.03 | FALSE |
13 | GTEx | Brain Cerebellum | KLHL24 | 0.52 | 0.14 | enet | 26 | 0.16 | 1.9e-05 | -6.2 | 6.9 | 3.9e-12 | 0.01 | 0.62 | 0.24 | FALSE |
14 | GTEx | Brain Cerebellum | MAP6D1 | 0.38 | 0.27 | enet | 38 | 0.34 | 1.0e-10 | 7.8 | -10.2 | 1.9e-24 | 0.02 | 0.98 | 0.00 | TRUE |
15 | GTEx | Brain Cerebellum | YEATS2-AS1 | 0.48 | 0.48 | lasso | 10 | 0.47 | 8.0e-16 | 7.8 | 7.8 | 4.9e-15 | 0.00 | 1.00 | 0.00 | FALSE |
16 | GTEx | Brain Cortex | KLHL24 | 0.21 | 0.15 | lasso | 3 | 0.07 | 6.1e-03 | -6.2 | 5.3 | 8.7e-08 | 0.02 | 0.34 | 0.05 | FALSE |
17 | GTEx | Brain Frontal Cortex BA9 | KLHL24 | 0.36 | 0.23 | lasso | 6 | 0.15 | 9.3e-05 | -6.0 | 5.8 | 6.4e-09 | 0.01 | 0.62 | 0.07 | FALSE |
18 | GTEx | Brain Nucleus accumbens basal ganglia | MAP6D1 | 0.19 | 0.00 | enet | 24 | 0.00 | 2.8e-01 | -3.6 | -7.0 | 2.5e-12 | -0.07 | 0.12 | 0.11 | FALSE |
19 | GTEx | Brain Putamen basal ganglia | ECE2 | 0.38 | 0.03 | enet | 22 | 0.11 | 1.4e-03 | 6.7 | 5.5 | 5.1e-08 | 0.00 | 0.07 | 0.24 | FALSE |
20 | GTEx | Breast Mammary Tissue | KLHL24 | 0.25 | 0.13 | lasso | 5 | 0.11 | 3.4e-06 | -6.2 | 6.6 | 5.3e-11 | 0.02 | 0.92 | 0.07 | FALSE |
21 | GTEx | Breast Mammary Tissue | SENP2 | 0.21 | 0.00 | enet | 19 | 0.05 | 1.7e-03 | -3.4 | -8.8 | 1.7e-18 | -0.12 | 0.06 | 0.04 | FALSE |
22 | GTEx | Breast Mammary Tissue (Female) | KLHL24 | 0.25 | 0.19 | lasso | 14 | 0.16 | 2.3e-05 | -7.6 | 7.8 | 6.8e-15 | -0.01 | 0.22 | 0.52 | FALSE |
23 | GTEx | Breast Mammary Tissue (Female) | SENP2 | 0.29 | 0.07 | enet | 27 | 0.12 | 1.6e-04 | -3.4 | -8.9 | 4.7e-19 | -0.17 | 0.05 | 0.08 | TRUE |
24 | GTEx | Cells EBV-transformed lymphocytes | PARL | 0.25 | 0.00 | lasso | 4 | -0.01 | 6.2e-01 | -7.6 | -8.7 | 3.6e-18 | 0.01 | 0.11 | 0.08 | FALSE |
25 | GTEx | Cells Transformed fibroblasts | MAP6D1 | 0.09 | 0.03 | lasso | 6 | 0.03 | 2.0e-03 | 7.2 | 8.1 | 7.4e-16 | -0.01 | 0.75 | 0.01 | FALSE |
26 | GTEx | Colon Transverse | YEATS2-AS1 | 0.24 | 0.01 | lasso | 6 | 0.01 | 6.7e-02 | 7.8 | 5.6 | 2.6e-08 | 0.05 | 0.11 | 0.16 | FALSE |
27 | GTEx | Esophagus Mucosa | MAP6D1 | 0.08 | 0.07 | lasso | 11 | 0.07 | 3.4e-05 | 7.7 | 7.7 | 1.4e-14 | 0.00 | 1.00 | 0.00 | FALSE |
28 | GTEx | Esophagus Muscularis | KLHL24 | 0.10 | 0.12 | lasso | 1 | 0.09 | 4.4e-06 | -6.2 | 6.2 | 6.4e-10 | 0.03 | 0.98 | 0.01 | FALSE |
29 | GTEx | Muscle Skeletal | YEATS2-AS1 | 0.07 | 0.08 | lasso | 7 | 0.06 | 1.6e-06 | 7.8 | 7.8 | 5.2e-15 | 0.00 | 1.00 | 0.00 | FALSE |
30 | GTEx | Nerve Tibial | KLHL24 | 0.08 | 0.06 | lasso | 3 | 0.05 | 1.5e-04 | -6.0 | 5.9 | 3.2e-09 | 0.02 | 0.67 | 0.03 | FALSE |
31 | GTEx | Nerve Tibial | YEATS2-AS1 | 0.08 | 0.07 | lasso | 4 | 0.04 | 5.3e-04 | 7.8 | 7.8 | 6.7e-15 | 0.00 | 0.84 | 0.01 | FALSE |
32 | GTEx | Pituitary | ECE2 | 0.52 | 0.30 | lasso | 7 | 0.23 | 1.5e-06 | 6.7 | 5.4 | 5.5e-08 | 0.03 | 0.34 | 0.32 | FALSE |
33 | GTEx | Skin Not Sun Exposed Suprapubic | ABCC5 | 0.12 | 0.01 | lasso | 3 | 0.01 | 8.4e-02 | 7.8 | 7.2 | 5.8e-13 | 0.01 | 0.12 | 0.06 | FALSE |
34 | GTEx | Skin Not Sun Exposed Suprapubic | KLHL24 | 0.16 | 0.01 | enet | 23 | 0.00 | 1.9e-01 | -6.2 | 5.9 | 3.5e-09 | 0.04 | 0.14 | 0.21 | FALSE |
35 | GTEx | Skin Not Sun Exposed Suprapubic | MAP6D1 | 0.16 | 0.08 | enet | 30 | 0.06 | 4.8e-04 | 7.7 | 5.5 | 3.4e-08 | -0.01 | 0.98 | 0.00 | FALSE |
36 | GTEx | Skin Not Sun Exposed Suprapubic | YEATS2-AS1 | 0.21 | 0.21 | enet | 18 | 0.21 | 1.2e-11 | 7.7 | 7.3 | 3.0e-13 | 0.00 | 1.00 | 0.00 | FALSE |
37 | GTEx | Skin Sun Exposed Lower leg | KLHL24 | 0.09 | 0.06 | lasso | 10 | 0.05 | 9.5e-05 | -6.2 | 6.0 | 1.9e-09 | 0.03 | 0.84 | 0.02 | FALSE |
38 | GTEx | Skin Sun Exposed Lower leg | ABCF3 | 0.13 | 0.08 | lasso | 4 | 0.11 | 1.6e-09 | 4.5 | 5.8 | 6.2e-09 | 0.05 | 0.96 | 0.03 | FALSE |
39 | GTEx | Skin Sun Exposed Lower leg | PSMD2 | 0.13 | 0.14 | lasso | 4 | 0.15 | 1.4e-12 | -5.6 | 5.6 | 2.5e-08 | 0.04 | 1.00 | 0.00 | FALSE |
40 | GTEx | Skin Sun Exposed Lower leg | MAP6D1 | 0.07 | 0.02 | lasso | 5 | 0.03 | 2.7e-03 | 7.7 | 6.2 | 4.4e-10 | -0.03 | 0.40 | 0.03 | FALSE |
41 | GTEx | Skin Sun Exposed Lower leg | YEATS2-AS1 | 0.14 | 0.16 | lasso | 2 | 0.16 | 7.8e-13 | 7.8 | 7.8 | 5.1e-15 | 0.00 | 1.00 | 0.00 | FALSE |
42 | GTEx | Testis | KLHL24 | 0.17 | 0.10 | lasso | 4 | 0.10 | 4.0e-05 | -6.2 | 6.2 | 6.5e-10 | 0.03 | 0.86 | 0.02 | FALSE |
43 | METSIM | Adipose | SENP2 | 0.06 | 0.04 | lasso | 5 | 0.03 | 6.2e-06 | -7.2 | -6.4 | 1.2e-10 | 0.01 | 0.99 | 0.00 | FALSE |
44 | YFS | Blood | DVL3 | 0.04 | 0.00 | bslmm | 487 | 0.02 | 2.7e-07 | -3.6 | -8.8 | 1.8e-18 | -0.08 | 0.55 | 0.01 | FALSE |
45 | YFS | Blood | KLHL24 | 0.02 | 0.01 | lasso | 2 | 0.01 | 1.4e-03 | -4.5 | 5.2 | 2.3e-07 | 0.05 | 0.89 | 0.00 | FALSE |
46 | YFS | Blood | MAP6D1 | 0.25 | 0.23 | enet | 42 | 0.32 | 5.3e-107 | 6.1 | -6.0 | 1.6e-09 | 0.04 | 1.00 | 0.00 | FALSE |
47 | YFS | Blood | SENP2 | 0.11 | 0.14 | enet | 42 | 0.15 | 9.8e-47 | -7.2 | -5.7 | 9.9e-09 | 0.10 | 1.00 | 0.00 | FALSE |
48 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | MAP6D1 | 0.07 | 0.06 | blup | 55 | 0.06 | 9.4e-04 | 7.7 | 8.6 | 5.4e-18 | 0.01 | 0.02 | 0.97 | FALSE |
49 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MAP6D1 | 0.04 | 0.01 | blup | 55 | 0.04 | 4.0e-05 | 7.0 | 8.9 | 3.7e-19 | 0.04 | 0.03 | 0.96 | FALSE |
50 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ECE2 | 0.04 | 0.02 | blup | 61 | 0.03 | 3.5e-04 | 6.7 | 5.4 | 5.9e-08 | 0.02 | 0.54 | 0.02 | FALSE |
51 | The Cancer Genome Atlas | Brain Lower Grade Glioma | KLHL24 | 0.05 | 0.05 | blup | 53 | 0.05 | 1.1e-06 | -6.0 | 7.2 | 4.6e-13 | 0.02 | 0.04 | 0.96 | FALSE |
52 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MAP6D1 | 0.03 | 0.04 | enet | 17 | 0.05 | 1.8e-06 | 6.2 | 6.3 | 2.4e-10 | 0.02 | 0.02 | 0.98 | FALSE |
53 | The Cancer Genome Atlas | Lung Adenocarcinoma | PSMD2 | 0.09 | 0.02 | blup | 50 | 0.05 | 1.2e-06 | -10.5 | 9.0 | 1.6e-19 | 0.06 | 0.00 | 0.99 | TRUE |
54 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PSMD2 | 0.05 | 0.00 | enet | 10 | 0.01 | 3.6e-02 | 6.7 | 5.5 | 3.1e-08 | -0.02 | 0.01 | 0.07 | FALSE |
55 | The Cancer Genome Atlas | Prostate Adenocarcinoma | KLHL24 | 0.03 | 0.04 | enet | 5 | 0.04 | 5.1e-05 | -6.1 | 7.2 | 5.5e-13 | 0.04 | 0.03 | 0.96 | FALSE |
56 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | KLHL24 | 0.16 | 0.16 | blup | 53 | 0.21 | 4.3e-08 | -6.1 | 7.1 | 1.1e-12 | 0.03 | 0.03 | 0.97 | FALSE |
57 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | VWA5B2 | 0.10 | 0.04 | blup | 51 | 0.04 | 1.8e-02 | 4.5 | -6.7 | 1.6e-11 | -0.04 | 0.03 | 0.33 | FALSE |
58 | The Cancer Genome Atlas | Thyroid Carcinoma | KLHL24 | 0.10 | 0.09 | blup | 53 | 0.09 | 1.7e-09 | -6.3 | 7.1 | 1.6e-12 | 0.02 | 0.03 | 0.97 | FALSE |
59 | The Cancer Genome Atlas | Thyroid Carcinoma | MAP6D1 | 0.14 | 0.03 | enet | 10 | 0.07 | 2.6e-07 | -6.5 | 9.2 | 3.9e-20 | 0.04 | 0.06 | 0.94 | FALSE |