Best TWAS P=2.28e-21 · Best GWAS P=4.55e-16 conditioned to 0.000559
# | 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 | EXOSC10 | 0.06 | 0.08 | lasso | 2 | 0.07 | 6.8e-09 | 7.75 | 7.9 | 2.1e-15 | 0.03 | 0.02 | 0.98 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | MTOR | 0.13 | 0.15 | lasso | 4 | 0.15 | 5.6e-18 | 7.94 | 7.7 | 1.2e-14 | 0.02 | 0.00 | 1.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | DFFA | 0.11 | 0.08 | enet | 8 | 0.06 | 1.3e-05 | 5.07 | -6.0 | 2.6e-09 | -0.21 | 0.83 | 0.02 | FALSE |
4 | GTEx | Adipose Subcutaneous | EXOSC10 | 0.17 | 0.00 | lasso | 3 | 0.00 | 1.8e-01 | 7.45 | 7.7 | 1.7e-14 | 0.09 | 0.04 | 0.22 | FALSE |
5 | GTEx | Adipose Visceral Omentum | PEX14 | 0.11 | 0.08 | lasso | 2 | 0.07 | 2.2e-04 | -5.10 | -5.2 | 2.7e-07 | -0.16 | 0.81 | 0.01 | FALSE |
6 | GTEx | Adipose Visceral Omentum | RP4-635E18.7 | 0.19 | 0.08 | lasso | 6 | 0.05 | 9.0e-04 | 7.74 | 7.5 | 7.7e-14 | 0.03 | 0.02 | 0.96 | FALSE |
7 | GTEx | Adrenal Gland | PGD | 0.15 | 0.10 | lasso | 2 | 0.02 | 4.3e-02 | 6.15 | 6.2 | 7.7e-10 | 0.30 | 0.20 | 0.10 | FALSE |
8 | GTEx | Artery Tibial | VAMP3 | 0.20 | 0.05 | enet | 22 | 0.11 | 5.8e-09 | -4.50 | -5.2 | 1.8e-07 | 0.03 | 0.90 | 0.03 | FALSE |
9 | GTEx | Brain Cerebellar Hemisphere | EXOSC10 | 0.23 | 0.10 | lasso | 3 | 0.12 | 6.4e-04 | 7.49 | 7.0 | 2.1e-12 | 0.06 | 0.06 | 0.68 | FALSE |
10 | GTEx | Brain Cerebellum | H6PD | 0.69 | 0.40 | lasso | 9 | 0.42 | 6.8e-14 | 4.65 | -5.1 | 3.0e-07 | -0.01 | 0.95 | 0.04 | FALSE |
11 | GTEx | Brain Cerebellum | EXOSC10 | 0.33 | 0.16 | lasso | 6 | 0.18 | 3.8e-06 | 7.44 | 7.7 | 1.9e-14 | 0.02 | 0.06 | 0.92 | FALSE |
12 | GTEx | Brain Cerebellum | RP4-635E18.7 | 0.17 | 0.17 | lasso | 5 | 0.09 | 1.3e-03 | 7.44 | 7.1 | 1.3e-12 | 0.03 | 0.05 | 0.87 | FALSE |
13 | GTEx | Brain Cortex | RP4-635E18.7 | 0.17 | 0.05 | lasso | 4 | 0.07 | 6.4e-03 | 7.95 | 8.0 | 1.7e-15 | 0.02 | 0.02 | 0.90 | FALSE |
14 | GTEx | Breast Mammary Tissue (Male) | RP5-1115A15.1 | 0.18 | 0.07 | lasso | 3 | 0.06 | 1.7e-02 | 6.25 | -5.9 | 3.2e-09 | 0.00 | 0.05 | 0.10 | TRUE |
15 | GTEx | Cells EBV-transformed lymphocytes | PGD | 0.17 | 0.14 | lasso | 6 | 0.08 | 1.7e-03 | 6.45 | 8.0 | 9.8e-16 | 0.54 | 0.23 | 0.41 | TRUE |
16 | GTEx | Cells Transformed fibroblasts | PGD | 0.47 | 0.56 | enet | 15 | 0.55 | 7.5e-49 | 6.16 | 6.3 | 3.7e-10 | 0.31 | 1.00 | 0.00 | FALSE |
17 | GTEx | Colon Transverse | DFFA | 0.13 | 0.01 | enet | 7 | 0.01 | 9.0e-02 | 5.98 | -6.4 | 1.8e-10 | -0.56 | 0.07 | 0.48 | FALSE |
18 | GTEx | Esophagus Mucosa | DFFA | 0.11 | 0.00 | lasso | 2 | 0.00 | 1.6e-01 | 5.21 | -5.8 | 6.3e-09 | -0.16 | 0.12 | 0.14 | FALSE |
19 | GTEx | Esophagus Muscularis | DFFA | 0.12 | 0.00 | enet | 27 | 0.01 | 6.3e-02 | 4.60 | -5.2 | 2.3e-07 | -0.40 | 0.17 | 0.19 | FALSE |
20 | GTEx | Liver | PEX14 | 0.31 | 0.02 | enet | 10 | -0.01 | 6.2e-01 | 4.78 | -5.7 | 1.3e-08 | -0.22 | 0.06 | 0.27 | FALSE |
21 | GTEx | Lung | KIF1B | 0.09 | 0.11 | lasso | 2 | 0.10 | 7.8e-08 | 6.44 | 6.4 | 1.3e-10 | 0.32 | 0.99 | 0.01 | FALSE |
22 | GTEx | Lung | EXOSC10 | 0.11 | 0.07 | lasso | 4 | 0.05 | 1.2e-04 | 7.42 | 7.3 | 2.8e-13 | 0.02 | 0.12 | 0.86 | FALSE |
23 | GTEx | Muscle Skeletal | PGD | 0.14 | 0.15 | enet | 9 | 0.16 | 2.1e-15 | 6.15 | 6.2 | 4.5e-10 | 0.30 | 1.00 | 0.00 | FALSE |
24 | GTEx | Skin Sun Exposed Lower leg | PGD | 0.08 | 0.06 | lasso | 5 | 0.06 | 1.3e-05 | -7.31 | 7.5 | 9.6e-14 | 0.28 | 0.49 | 0.39 | FALSE |
25 | GTEx | Thyroid | DFFA | 0.06 | 0.07 | enet | 5 | 0.04 | 8.1e-04 | -5.07 | -6.1 | 1.4e-09 | -0.30 | 0.21 | 0.41 | FALSE |
26 | GTEx | Thyroid | RP4-635E18.7 | 0.07 | 0.02 | lasso | 2 | 0.01 | 5.5e-02 | 7.42 | 7.1 | 1.1e-12 | 0.00 | 0.04 | 0.80 | FALSE |
27 | GTEx | Whole Blood | MTOR | 0.16 | 0.06 | enet | 18 | 0.07 | 5.1e-07 | 7.30 | 6.2 | 7.8e-10 | 0.04 | 0.27 | 0.73 | FALSE |
28 | METSIM | Adipose | EXOSC10 | 0.05 | 0.06 | lasso | 1 | 0.05 | 3.5e-08 | 5.61 | 5.6 | 2.1e-08 | 0.00 | 0.07 | 0.93 | FALSE |
29 | METSIM | Adipose | MTOR | 0.04 | 0.02 | bslmm | 434 | 0.02 | 1.5e-04 | 7.94 | 7.3 | 2.2e-13 | 0.04 | 0.02 | 0.98 | FALSE |
30 | NTR | Blood | H6PD | 0.10 | 0.08 | bslmm | 435 | 0.08 | 3.1e-23 | 4.65 | -5.4 | 6.6e-08 | 0.00 | 1.00 | 0.00 | FALSE |
31 | NTR | Blood | KIF1B | 0.11 | 0.08 | enet | 11 | 0.09 | 3.7e-28 | 8.12 | 6.7 | 2.7e-11 | 0.95 | 0.00 | 1.00 | FALSE |
32 | NTR | Blood | PARK7 | 0.02 | 0.01 | lasso | 3 | 0.01 | 1.4e-05 | 5.49 | 5.8 | 6.4e-09 | -0.02 | 0.80 | 0.19 | FALSE |
33 | ROSMAP | Brain Pre-frontal Cortex | RBP7 | 0.08 | 0.00 | bslmm | 301 | 0.01 | 4.9e-03 | 2.70 | 5.1 | 2.9e-07 | 0.11 | 0.05 | 0.06 | TRUE |
34 | ROSMAP | Brain Pre-frontal Cortex | EXOSC10 | 0.06 | 0.06 | lasso | 2 | 0.06 | 4.9e-08 | 7.75 | 7.7 | 1.7e-14 | 0.03 | 0.06 | 0.94 | FALSE |
35 | ROSMAP | Brain Pre-frontal Cortex | MTOR | 0.07 | 0.05 | bslmm | 423 | 0.04 | 2.0e-06 | 7.94 | 8.3 | 7.3e-17 | 0.02 | 0.01 | 0.99 | TRUE |
36 | ROSMAP | Brain Pre-frontal Cortex | RP4-635E18.7 | 0.23 | 0.09 | enet | 24 | 0.24 | 3.8e-30 | 6.98 | 5.5 | 3.5e-08 | 0.03 | 0.10 | 0.90 | FALSE |
37 | ROSMAP | Brain Pre-frontal Cortex | RP11-431K24.1 | 0.16 | 0.16 | bslmm | 384 | 0.17 | 3.1e-21 | -5.12 | -5.2 | 1.7e-07 | 0.05 | 1.00 | 0.00 | FALSE |
38 | YFS | Blood | KIF1B | 0.30 | 0.26 | enet | 49 | 0.29 | 7.8e-97 | 8.12 | 5.8 | 5.0e-09 | 0.91 | 0.00 | 1.00 | FALSE |
39 | YFS | Blood | PARK7 | 0.08 | 0.11 | lasso | 6 | 0.11 | 4.4e-34 | 5.49 | 5.5 | 2.9e-08 | -0.01 | 0.99 | 0.01 | FALSE |
40 | YFS | Blood | SPSB1 | 0.03 | 0.03 | bslmm | 425 | 0.03 | 1.5e-09 | 5.06 | 5.5 | 2.9e-08 | 0.04 | 1.00 | 0.00 | FALSE |
41 | YFS | Blood | UBE4B | 0.03 | 0.01 | bslmm | 373 | 0.02 | 3.1e-06 | 4.89 | -7.2 | 8.7e-13 | 0.00 | 0.13 | 0.87 | TRUE |
42 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | APITD1 | 0.07 | 0.01 | enet | 12 | 0.04 | 4.6e-04 | -0.68 | 6.2 | 7.1e-10 | 0.38 | 0.02 | 0.11 | FALSE |
43 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PGD | 0.04 | 0.02 | blup | 52 | 0.03 | 2.6e-03 | 6.06 | 5.2 | 2.2e-07 | 0.32 | 0.10 | 0.08 | FALSE |
44 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ERRFI1 | 0.01 | 0.01 | blup | 27 | 0.00 | 4.3e-02 | 5.49 | -6.0 | 1.8e-09 | 0.02 | 0.01 | 0.83 | FALSE |
45 | The Cancer Genome Atlas | Breast Invasive Carcinoma | KIF1B | 0.05 | 0.01 | blup | 108 | 0.01 | 9.4e-04 | 6.06 | 5.5 | 4.6e-08 | 0.35 | 0.31 | 0.11 | FALSE |
46 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PARK7 | 0.03 | 0.03 | enet | 3 | 0.02 | 1.3e-03 | 5.97 | 6.2 | 5.9e-10 | -0.03 | 0.00 | 0.94 | TRUE |
47 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MTOR | 0.02 | 0.02 | blup | 54 | 0.02 | 5.4e-03 | 7.36 | 7.6 | 3.3e-14 | 0.05 | 0.06 | 0.69 | FALSE |
48 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MTOR | 0.03 | 0.01 | blup | 54 | 0.02 | 5.9e-03 | 7.35 | 7.2 | 4.1e-13 | 0.05 | 0.03 | 0.73 | FALSE |
49 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | MASP2 | 0.05 | 0.03 | blup | 30 | 0.04 | 6.0e-03 | 1.86 | -6.0 | 2.0e-09 | -0.05 | 0.02 | 0.58 | FALSE |
50 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | PEX14 | 0.08 | 0.01 | enet | 8 | 0.05 | 3.1e-03 | -5.38 | -5.6 | 1.9e-08 | -0.29 | 0.03 | 0.51 | FALSE |
51 | The Cancer Genome Atlas | Lung Adenocarcinoma | PARK7 | 0.03 | 0.03 | lasso | 1 | 0.02 | 5.0e-03 | 5.49 | 5.5 | 4.0e-08 | -0.01 | 0.01 | 0.76 | FALSE |
52 | The Cancer Genome Atlas | Lung Adenocarcinoma | PGD | 0.04 | 0.06 | lasso | 9 | 0.06 | 3.9e-07 | 6.03 | 6.1 | 9.6e-10 | 0.30 | 0.98 | 0.01 | FALSE |
53 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | PGD | 0.07 | 0.00 | enet | 5 | 0.04 | 1.0e-02 | 4.63 | 5.5 | 3.3e-08 | 0.22 | 0.04 | 0.04 | FALSE |
54 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | H6PD | 0.31 | 0.06 | blup | 64 | 0.14 | 3.8e-06 | 4.66 | -9.5 | 2.3e-21 | -0.05 | 0.01 | 0.88 | TRUE |
55 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | PGD | 0.09 | 0.02 | blup | 52 | 0.05 | 6.0e-03 | 4.68 | 6.5 | 9.9e-11 | 0.34 | 0.03 | 0.13 | FALSE |
56 | The Cancer Genome Atlas | Stomach Adenocarcinoma | PGD | 0.05 | 0.04 | blup | 51 | 0.03 | 2.8e-03 | 6.15 | 5.8 | 6.6e-09 | 0.34 | 0.16 | 0.19 | FALSE |
57 | The Cancer Genome Atlas | Thyroid Carcinoma | PGD | 0.06 | 0.05 | enet | 10 | 0.03 | 7.7e-04 | 6.15 | 6.4 | 1.2e-10 | 0.28 | 0.74 | 0.04 | FALSE |