Best TWAS P=7.48e-33 · Best GWAS P=4.53e-29 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 | ATG16L2 | 0.08 | 0.03 | enet | 13 | 0.05 | 1.7e-06 | -7.9 | 7.8 | 4.9e-15 | 0.04 | 0.99 | 0.00 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | RELT | 0.06 | 0.02 | blup | 318 | 0.04 | 4.1e-06 | 9.9 | 6.9 | 6.0e-12 | 0.71 | 0.03 | 0.95 | TRUE |
3 | CommonMind | Brain Pre-frontal Cortex | STARD10 | 0.06 | 0.02 | blup | 349 | 0.02 | 1.7e-03 | -3.2 | -6.5 | 5.9e-11 | 0.02 | 0.11 | 0.83 | FALSE |
4 | GTEx | Adipose Subcutaneous | STARD10 | 0.22 | 0.16 | enet | 16 | 0.17 | 6.7e-14 | -6.0 | -8.2 | 2.0e-16 | -0.04 | 0.18 | 0.82 | FALSE |
5 | GTEx | Adipose Visceral Omentum | STARD10 | 0.12 | 0.09 | enet | 10 | 0.15 | 2.8e-08 | -7.7 | -7.8 | 5.1e-15 | -0.03 | 0.02 | 0.98 | FALSE |
6 | GTEx | Adrenal Gland | ARAP1-AS1 | 0.16 | -0.01 | lasso | 10 | 0.00 | 4.1e-01 | -7.1 | 7.4 | 1.0e-13 | 0.02 | 0.03 | 0.39 | TRUE |
7 | GTEx | Artery Coronary | PAAF1 | 0.41 | 0.00 | lasso | 9 | 0.04 | 1.4e-02 | -3.6 | 5.6 | 1.8e-08 | 0.34 | 0.04 | 0.11 | FALSE |
8 | GTEx | Artery Coronary | STARD10 | 0.26 | 0.08 | enet | 9 | 0.08 | 1.1e-03 | -3.2 | -5.5 | 4.0e-08 | 0.00 | 0.12 | 0.60 | FALSE |
9 | GTEx | Artery Tibial | ARAP1 | 0.12 | 0.00 | lasso | 6 | 0.00 | 1.7e-01 | 5.0 | -6.0 | 2.2e-09 | -0.07 | 0.09 | 0.16 | FALSE |
10 | GTEx | Artery Tibial | STARD10 | 0.19 | 0.10 | enet | 16 | 0.12 | 9.9e-10 | -3.2 | -7.4 | 2.0e-13 | -0.03 | 0.23 | 0.77 | FALSE |
11 | GTEx | Brain Cerebellar Hemisphere | PDE2A | 0.22 | 0.05 | enet | 17 | 0.10 | 1.3e-03 | -4.3 | -6.4 | 2.0e-10 | 0.01 | 0.01 | 0.92 | FALSE |
12 | GTEx | Brain Cerebellum | PDE2A | 0.26 | 0.20 | lasso | 3 | 0.21 | 8.8e-07 | -4.3 | -5.9 | 2.8e-09 | 0.01 | 0.08 | 0.85 | FALSE |
13 | GTEx | Brain Hippocampus | STARD10 | 0.36 | 0.19 | enet | 16 | 0.27 | 5.1e-07 | -3.2 | -6.0 | 2.1e-09 | -0.01 | 0.19 | 0.22 | FALSE |
14 | GTEx | Brain Hypothalamus | STARD10 | 0.22 | 0.08 | lasso | 7 | 0.09 | 4.0e-03 | -7.2 | -5.5 | 3.2e-08 | -0.04 | 0.05 | 0.29 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | STARD10 | 0.16 | 0.06 | lasso | 7 | 0.09 | 2.0e-07 | -7.2 | -7.2 | 8.6e-13 | -0.01 | 0.06 | 0.94 | FALSE |
16 | GTEx | Esophagus Mucosa | ARAP1 | 0.27 | 0.25 | lasso | 5 | 0.26 | 2.6e-17 | 6.8 | 6.4 | 1.3e-10 | 0.07 | 0.96 | 0.04 | FALSE |
17 | GTEx | Esophagus Mucosa | ARAP1-AS2 | 0.12 | 0.08 | lasso | 6 | 0.08 | 3.1e-06 | 6.8 | 6.4 | 1.2e-10 | 0.09 | 0.33 | 0.38 | FALSE |
18 | GTEx | Esophagus Mucosa | ARAP1-AS1 | 0.15 | 0.12 | enet | 7 | 0.13 | 4.1e-09 | 6.8 | 6.6 | 5.4e-11 | 0.09 | 0.96 | 0.04 | FALSE |
19 | GTEx | Esophagus Muscularis | STARD10 | 0.20 | 0.13 | lasso | 9 | 0.14 | 9.7e-09 | -7.3 | -8.6 | 5.8e-18 | -0.02 | 0.20 | 0.80 | TRUE |
20 | GTEx | Heart Atrial Appendage | STARD10 | 0.21 | 0.04 | enet | 23 | 0.05 | 4.1e-03 | 7.8 | -8.7 | 2.5e-18 | -0.03 | 0.01 | 0.98 | FALSE |
21 | GTEx | Heart Atrial Appendage | RP11-707G14.1 | 0.09 | 0.01 | enet | 10 | 0.05 | 2.1e-03 | 4.8 | 5.3 | 1.3e-07 | 0.30 | 0.08 | 0.05 | TRUE |
22 | GTEx | Heart Left Ventricle | STARD10 | 0.21 | 0.08 | enet | 24 | 0.07 | 1.6e-04 | -7.7 | -6.8 | 8.6e-12 | -0.05 | 0.04 | 0.94 | FALSE |
23 | GTEx | Liver | CLPB | 0.25 | 0.05 | lasso | 5 | 0.02 | 7.1e-02 | 6.9 | 7.4 | 1.1e-13 | -0.03 | 0.04 | 0.16 | TRUE |
24 | GTEx | Ovary | ATG16L2 | 0.69 | -0.01 | lasso | 18 | 0.05 | 2.0e-02 | 5.3 | 7.2 | 5.3e-13 | 0.05 | 0.04 | 0.06 | TRUE |
25 | GTEx | Pituitary | ATG16L2 | 0.24 | 0.24 | lasso | 3 | 0.15 | 1.1e-04 | -6.0 | 5.6 | 1.9e-08 | 0.03 | 0.20 | 0.05 | FALSE |
26 | GTEx | Pituitary | PDE2A | 0.25 | 0.19 | lasso | 5 | 0.17 | 4.1e-05 | 5.8 | 5.9 | 4.9e-09 | 0.01 | 0.04 | 0.77 | FALSE |
27 | GTEx | Pituitary | RP11-169D4.2 | 0.19 | 0.20 | lasso | 2 | 0.16 | 7.3e-05 | 5.8 | 5.7 | 1.4e-08 | 0.02 | 0.05 | 0.62 | FALSE |
28 | GTEx | Skin Not Sun Exposed Suprapubic | ARAP1 | 0.24 | 0.20 | lasso | 4 | 0.16 | 3.6e-09 | 6.8 | 6.6 | 3.6e-11 | 0.07 | 0.95 | 0.05 | FALSE |
29 | GTEx | Skin Not Sun Exposed Suprapubic | ARAP1-AS2 | 0.20 | 0.08 | lasso | 5 | 0.05 | 1.5e-03 | 5.5 | 7.3 | 2.9e-13 | 0.08 | 0.32 | 0.48 | FALSE |
30 | GTEx | Skin Not Sun Exposed Suprapubic | ARAP1-AS1 | 0.14 | 0.13 | lasso | 4 | 0.07 | 9.1e-05 | 6.8 | 7.1 | 1.7e-12 | 0.06 | 0.69 | 0.25 | FALSE |
31 | GTEx | Skin Sun Exposed Lower leg | ARAP1 | 0.21 | 0.13 | lasso | 7 | 0.13 | 1.2e-10 | 6.8 | 6.1 | 8.9e-10 | 0.08 | 0.96 | 0.04 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | ARAP1-AS1 | 0.18 | 0.07 | lasso | 7 | 0.06 | 1.0e-05 | 6.8 | 6.1 | 8.2e-10 | 0.08 | 0.83 | 0.03 | FALSE |
33 | GTEx | Spleen | RP11-809N8.4 | 0.33 | 0.03 | lasso | 4 | 0.03 | 5.5e-02 | 5.9 | 8.2 | 2.1e-16 | 0.77 | 0.02 | 0.70 | FALSE |
34 | GTEx | Thyroid | STARD10 | 0.19 | 0.08 | enet | 18 | 0.13 | 2.4e-10 | -3.2 | -6.4 | 1.7e-10 | -0.01 | 0.50 | 0.50 | FALSE |
35 | GTEx | Whole Blood | FAM168A | 0.06 | 0.04 | lasso | 3 | 0.02 | 4.6e-03 | 10.2 | 10.2 | 2.5e-24 | 0.92 | 0.29 | 0.58 | TRUE |
36 | GTEx | Whole Blood | ARHGEF17 | 0.15 | 0.16 | lasso | 3 | 0.16 | 8.6e-15 | 11.0 | 11.3 | 1.2e-29 | 0.97 | 0.00 | 1.00 | FALSE |
37 | GTEx | Whole Blood | STARD10 | 0.13 | 0.09 | lasso | 6 | 0.07 | 8.6e-07 | -7.9 | -6.9 | 5.7e-12 | 0.12 | 0.01 | 0.99 | FALSE |
38 | GTEx | Whole Blood | RP11-809N8.4 | 0.08 | 0.06 | lasso | 2 | 0.04 | 6.5e-05 | 6.7 | 7.3 | 3.1e-13 | 0.70 | 0.62 | 0.30 | FALSE |
39 | GTEx | Whole Blood | RP11-800A3.7 | 0.19 | 0.11 | enet | 10 | 0.12 | 2.0e-11 | 11.0 | 11.9 | 7.5e-33 | 0.85 | 0.00 | 1.00 | TRUE |
40 | METSIM | Adipose | PLEKHB1 | 0.06 | 0.01 | blup | 336 | 0.02 | 1.6e-03 | -3.2 | -5.3 | 1.3e-07 | -0.11 | 0.56 | 0.02 | TRUE |
41 | METSIM | Adipose | STARD10 | 0.08 | 0.04 | blup | 326 | 0.03 | 8.5e-06 | -6.0 | -7.0 | 3.3e-12 | 0.00 | 0.14 | 0.85 | FALSE |
42 | NTR | Blood | RELT | 0.04 | 0.05 | lasso | 5 | 0.04 | 1.8e-13 | 6.2 | 7.1 | 1.1e-12 | 0.66 | 0.98 | 0.02 | FALSE |
43 | ROSMAP | Brain Pre-frontal Cortex | FAM168A | 0.03 | 0.02 | bslmm | 358 | 0.02 | 2.6e-03 | 10.2 | -10.3 | 7.2e-25 | -0.83 | 0.08 | 0.87 | FALSE |
44 | YFS | Blood | ARAP1 | 0.02 | 0.01 | lasso | 1 | 0.01 | 2.3e-03 | 5.3 | 5.3 | 1.0e-07 | 0.00 | 0.10 | 0.23 | FALSE |
45 | YFS | Blood | ARHGEF17 | 0.09 | 0.17 | lasso | 5 | 0.17 | 1.4e-53 | 11.2 | 11.1 | 1.7e-28 | 0.99 | 0.00 | 1.00 | TRUE |
46 | YFS | Blood | ATG16L2 | 0.01 | 0.00 | blup | 319 | 0.00 | 6.3e-02 | 6.3 | 9.4 | 6.3e-21 | 0.25 | 0.05 | 0.10 | TRUE |
47 | YFS | Blood | STARD10 | 0.33 | 0.28 | bslmm | 322 | 0.37 | 4.8e-129 | -6.0 | -8.8 | 2.1e-18 | -0.05 | 1.00 | 0.00 | TRUE |
48 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PDE2A | 0.02 | 0.02 | lasso | 2 | 0.02 | 2.0e-04 | 5.8 | -5.8 | 7.0e-09 | -0.01 | 0.18 | 0.32 | FALSE |
49 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | RELT | 0.06 | 0.07 | blup | 35 | 0.08 | 3.5e-09 | 6.6 | 8.3 | 1.1e-16 | 0.78 | 0.88 | 0.12 | FALSE |
50 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | STARD10 | 0.03 | 0.01 | blup | 44 | 0.01 | 9.3e-03 | -6.0 | -8.5 | 2.8e-17 | -0.05 | 0.02 | 0.41 | FALSE |
51 | The Cancer Genome Atlas | Brain Lower Grade Glioma | STARD10 | 0.04 | 0.01 | blup | 45 | 0.02 | 2.1e-03 | -6.0 | -7.5 | 7.2e-14 | -0.01 | 0.03 | 0.84 | FALSE |
52 | The Cancer Genome Atlas | Lung Adenocarcinoma | ATG16L2 | 0.02 | 0.01 | blup | 29 | 0.02 | 9.7e-04 | -3.2 | 6.7 | 2.2e-11 | -0.01 | 0.02 | 0.35 | FALSE |
53 | The Cancer Genome Atlas | Prostate Adenocarcinoma | FCHSD2 | 0.06 | 0.03 | blup | 74 | 0.01 | 2.8e-02 | -7.3 | -5.3 | 1.4e-07 | -0.01 | 0.02 | 0.92 | FALSE |
54 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PDE2A | 0.06 | 0.01 | lasso | 5 | 0.01 | 4.4e-02 | -5.1 | -5.7 | 1.0e-08 | 0.07 | 0.09 | 0.08 | TRUE |
55 | The Cancer Genome Atlas | Stomach Adenocarcinoma | ARHGEF17 | 0.04 | 0.03 | blup | 54 | 0.02 | 1.2e-02 | 10.8 | 10.2 | 2.4e-24 | 0.91 | 0.01 | 0.86 | FALSE |
56 | The Cancer Genome Atlas | Thyroid Carcinoma | ATG16L2 | 0.08 | 0.10 | enet | 11 | 0.07 | 1.1e-07 | -7.9 | 6.8 | 1.1e-11 | 0.01 | 0.00 | 1.00 | FALSE |