Best TWAS P=1.31e-43 · Best GWAS P=2.53e-46 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 | GMCL1 | 0.06 | 0.09 | lasso | 2 | 0.09 | 1.5e-10 | -5.1 | 5.1 | 3.0e-07 | 0.05 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | ZNF638 | 0.06 | 0.01 | bslmm | 559 | 0.02 | 1.8e-03 | 14.2 | 8.8 | 1.5e-18 | 0.69 | 0.01 | 0.96 | FALSE |
3 | GTEx | Adipose Subcutaneous | ZNF638 | 0.09 | 0.02 | lasso | 3 | 0.01 | 2.9e-02 | 5.1 | 5.3 | 1.1e-07 | 0.34 | 0.16 | 0.57 | FALSE |
4 | GTEx | Adipose Subcutaneous | GMCL1 | 0.03 | 0.04 | enet | 5 | 0.02 | 1.0e-02 | -5.7 | -6.3 | 3.2e-10 | -0.06 | 0.52 | 0.12 | FALSE |
5 | GTEx | Adipose Subcutaneous | PAIP2B | 0.14 | 0.06 | enet | 23 | 0.05 | 8.7e-05 | 6.5 | 6.4 | 1.3e-10 | 0.37 | 0.94 | 0.02 | FALSE |
6 | GTEx | Artery Aorta | ZNF638 | 0.25 | 0.07 | enet | 20 | 0.10 | 5.2e-06 | 14.2 | 13.8 | 1.3e-43 | 0.98 | 0.01 | 0.99 | TRUE |
7 | GTEx | Artery Aorta | PCYOX1 | 0.12 | 0.04 | lasso | 3 | 0.02 | 1.6e-02 | -5.8 | -5.8 | 5.1e-09 | 0.01 | 0.23 | 0.38 | FALSE |
8 | GTEx | Artery Aorta | PAIP2B | 0.09 | 0.02 | lasso | 3 | 0.02 | 3.0e-02 | 6.8 | 7.1 | 9.1e-13 | 0.59 | 0.28 | 0.04 | FALSE |
9 | GTEx | Artery Tibial | ZNF638 | 0.10 | 0.06 | enet | 13 | 0.07 | 2.4e-06 | 14.2 | 12.7 | 3.5e-37 | 0.88 | 0.01 | 0.99 | FALSE |
10 | GTEx | Artery Tibial | PCYOX1 | 0.22 | 0.18 | lasso | 4 | 0.17 | 1.3e-13 | -5.8 | -5.8 | 5.4e-09 | 0.02 | 1.00 | 0.00 | FALSE |
11 | GTEx | Artery Tibial | PAIP2B | 0.10 | 0.05 | lasso | 5 | 0.05 | 5.5e-05 | 6.2 | 6.2 | 6.9e-10 | 0.37 | 0.87 | 0.00 | FALSE |
12 | GTEx | Artery Tibial | PPP3R1 | 0.25 | 0.22 | lasso | 4 | 0.26 | 5.4e-20 | -7.8 | -7.8 | 6.2e-15 | -0.04 | 0.00 | 1.00 | FALSE |
13 | GTEx | Artery Tibial | RP11-474G23.2 | 0.17 | 0.14 | lasso | 3 | 0.12 | 2.3e-09 | -7.8 | -7.9 | 2.4e-15 | -0.05 | 0.00 | 1.00 | TRUE |
14 | GTEx | Brain Cerebellum | GMCL1 | 0.13 | 0.11 | lasso | 3 | 0.10 | 5.1e-04 | -5.1 | 5.4 | 6.7e-08 | 0.07 | 0.16 | 0.22 | TRUE |
15 | GTEx | Cells EBV-transformed lymphocytes | FAM136A | 0.31 | 0.12 | lasso | 7 | 0.16 | 5.6e-06 | 6.0 | 7.4 | 1.8e-13 | 0.02 | 0.61 | 0.24 | TRUE |
16 | GTEx | Cells Transformed fibroblasts | FAM136A | 0.22 | 0.17 | lasso | 5 | 0.14 | 6.2e-11 | -5.6 | 5.8 | 5.9e-09 | 0.00 | 0.54 | 0.46 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | NFU1 | 0.10 | 0.07 | lasso | 2 | 0.03 | 2.0e-03 | 5.9 | -5.9 | 3.5e-09 | 0.05 | 0.48 | 0.04 | FALSE |
18 | GTEx | Colon Transverse | PCYOX1 | 0.13 | 0.01 | lasso | 3 | 0.00 | 2.7e-01 | -7.1 | -7.2 | 4.9e-13 | 0.00 | 0.13 | 0.43 | FALSE |
19 | GTEx | Esophagus Muscularis | PCYOX1 | 0.18 | 0.16 | enet | 14 | 0.15 | 1.9e-09 | -4.3 | -5.2 | 2.2e-07 | -0.02 | 0.88 | 0.12 | FALSE |
20 | GTEx | Esophagus Muscularis | PAIP2B | 0.16 | 0.07 | lasso | 6 | 0.03 | 3.5e-03 | 6.4 | 6.8 | 1.5e-11 | 0.35 | 0.56 | 0.02 | FALSE |
21 | GTEx | Heart Left Ventricle | FAM136A | 0.17 | 0.09 | enet | 22 | 0.09 | 2.0e-05 | -5.5 | 5.9 | 2.8e-09 | 0.00 | 0.76 | 0.09 | FALSE |
22 | GTEx | Lung | PAIP2B | 0.10 | 0.07 | lasso | 8 | 0.06 | 1.7e-05 | 6.0 | 6.3 | 2.9e-10 | 0.35 | 0.95 | 0.00 | FALSE |
23 | GTEx | Muscle Skeletal | MCEE | 0.10 | 0.06 | enet | 8 | 0.06 | 1.7e-06 | -5.1 | -5.2 | 2.0e-07 | -0.36 | 0.99 | 0.00 | FALSE |
24 | GTEx | Nerve Tibial | PAIP2B | 0.11 | 0.08 | lasso | 7 | 0.07 | 5.5e-06 | 6.1 | 6.4 | 1.6e-10 | 0.36 | 0.94 | 0.02 | FALSE |
25 | GTEx | Nerve Tibial | GFPT1 | 0.13 | 0.01 | lasso | 4 | 0.02 | 1.8e-02 | -3.0 | 5.2 | 1.9e-07 | -0.10 | 0.23 | 0.15 | FALSE |
26 | GTEx | Pancreas | PAIP2B | 0.18 | 0.03 | lasso | 2 | 0.01 | 1.1e-01 | 6.0 | 6.3 | 3.9e-10 | 0.38 | 0.20 | 0.04 | FALSE |
27 | GTEx | Skin Sun Exposed Lower leg | PAIP2B | 0.14 | 0.07 | enet | 39 | 0.07 | 3.0e-06 | 10.3 | 8.7 | 2.7e-18 | 0.66 | 0.39 | 0.56 | TRUE |
28 | GTEx | Small Intestine Terminal Ileum | GFPT1 | 0.24 | 0.01 | enet | 19 | 0.03 | 8.5e-02 | -3.6 | 6.2 | 6.6e-10 | -0.07 | 0.08 | 0.07 | TRUE |
29 | GTEx | Stomach | PAIP2B | 0.14 | 0.13 | lasso | 1 | 0.09 | 2.8e-05 | 5.8 | 5.8 | 7.1e-09 | 0.39 | 0.63 | 0.02 | TRUE |
30 | GTEx | Testis | MCEE | 0.17 | 0.10 | enet | 14 | 0.16 | 2.0e-07 | 4.5 | 5.5 | 3.8e-08 | 0.29 | 0.76 | 0.03 | FALSE |
31 | GTEx | Thyroid | ZNF638 | 0.11 | 0.04 | enet | 13 | 0.06 | 1.3e-05 | 5.1 | 7.2 | 5.4e-13 | 0.66 | 0.08 | 0.91 | FALSE |
32 | GTEx | Thyroid | PAIP2B | 0.11 | 0.06 | lasso | 4 | 0.04 | 5.4e-04 | 6.0 | 6.5 | 5.8e-11 | 0.37 | 0.43 | 0.26 | FALSE |
33 | GTEx | Thyroid | PCBP1-AS1 | 0.11 | 0.07 | lasso | 3 | 0.07 | 6.6e-06 | -6.4 | 6.6 | 3.0e-11 | 0.00 | 0.81 | 0.05 | FALSE |
34 | METSIM | Adipose | ASPRV1 | 0.05 | 0.06 | lasso | 3 | 0.06 | 2.6e-09 | -6.2 | 6.2 | 6.0e-10 | 0.01 | 0.98 | 0.02 | FALSE |
35 | METSIM | Adipose | GFPT1 | 0.07 | 0.06 | blup | 460 | 0.08 | 1.0e-11 | -3.1 | 5.5 | 3.6e-08 | -0.09 | 1.00 | 0.00 | TRUE |
36 | METSIM | Adipose | PAIP2B | 0.05 | 0.03 | lasso | 9 | 0.03 | 5.0e-05 | 10.3 | 9.9 | 5.5e-23 | 0.75 | 0.59 | 0.34 | FALSE |
37 | NTR | Blood | PAIP2B | 0.03 | 0.02 | lasso | 5 | 0.01 | 1.2e-04 | -2.9 | -5.4 | 7.2e-08 | -0.38 | 0.90 | 0.02 | TRUE |
38 | ROSMAP | Brain Pre-frontal Cortex | CYP26B1 | 0.04 | 0.02 | blup | 334 | 0.02 | 9.3e-04 | 3.5 | 5.8 | 5.3e-09 | -0.01 | 0.66 | 0.12 | TRUE |
39 | ROSMAP | Brain Pre-frontal Cortex | GMCL1 | 0.16 | 0.17 | lasso | 9 | 0.18 | 1.5e-22 | -5.1 | 5.2 | 1.5e-07 | 0.04 | 1.00 | 0.00 | FALSE |
40 | ROSMAP | Brain Pre-frontal Cortex | PAIP2B | 0.07 | 0.04 | blup | 342 | 0.04 | 5.6e-06 | 6.3 | 6.1 | 1.2e-09 | 0.31 | 0.94 | 0.00 | FALSE |
41 | ROSMAP | Brain Pre-frontal Cortex | SNRPG | 0.03 | 0.01 | blup | 225 | 0.02 | 2.7e-03 | 6.0 | 6.4 | 1.9e-10 | 0.02 | 0.18 | 0.35 | FALSE |
42 | ROSMAP | Brain Pre-frontal Cortex | PCBP1-AS1 | 0.08 | 0.10 | bslmm | 313 | 0.10 | 1.8e-12 | -6.3 | 6.5 | 7.8e-11 | 0.00 | 0.97 | 0.03 | FALSE |
43 | ROSMAP | Brain Pre-frontal Cortex | ASPRV1 | 0.06 | 0.04 | bslmm | 311 | 0.06 | 8.7e-08 | -6.3 | 5.7 | 1.6e-08 | 0.02 | 0.97 | 0.03 | TRUE |
44 | YFS | Blood | ASPRV1 | 0.10 | 0.10 | blup | 342 | 0.13 | 7.7e-40 | -6.4 | 6.6 | 5.5e-11 | -0.01 | 0.98 | 0.02 | TRUE |
45 | YFS | Blood | DYSF | 0.02 | 0.01 | blup | 563 | 0.01 | 1.1e-03 | 8.1 | 5.9 | 4.5e-09 | 0.26 | 0.22 | 0.03 | TRUE |
46 | YFS | Blood | MCEE | 0.07 | 0.05 | enet | 23 | 0.06 | 2.5e-19 | -5.1 | -5.9 | 3.4e-09 | -0.41 | 1.00 | 0.00 | FALSE |
47 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ANXA4 | 0.01 | 0.01 | blup | 58 | 0.01 | 2.3e-03 | 5.0 | 5.3 | 1.4e-07 | 0.02 | 0.02 | 0.82 | FALSE |
48 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FAM136A | 0.03 | 0.04 | lasso | 2 | 0.03 | 1.3e-07 | -5.6 | 5.6 | 2.4e-08 | 0.00 | 0.03 | 0.97 | FALSE |
49 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MCEE | 0.03 | 0.00 | blup | 66 | 0.01 | 1.5e-03 | 3.9 | -5.4 | 7.4e-08 | -0.35 | 0.10 | 0.08 | FALSE |
50 | The Cancer Genome Atlas | Colon Adenocarcinoma | FAM136A | 0.10 | 0.12 | lasso | 2 | 0.12 | 3.0e-07 | -5.6 | 5.6 | 2.5e-08 | 0.00 | 0.02 | 0.98 | FALSE |
51 | The Cancer Genome Atlas | Esophageal Carcinoma | ZNF638 | 0.12 | 0.08 | lasso | 1 | 0.07 | 2.2e-03 | 9.7 | 9.7 | 4.3e-22 | 0.76 | 0.05 | 0.65 | TRUE |
52 | The Cancer Genome Atlas | Glioblastoma Multiforme | CYP26B1 | 0.19 | 0.01 | lasso | 4 | 0.00 | 3.6e-01 | 3.4 | 5.3 | 1.4e-07 | 0.03 | 0.03 | 0.10 | FALSE |
53 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | GMCL1 | 0.03 | 0.03 | blup | 46 | 0.02 | 5.7e-03 | -5.1 | -5.2 | 2.2e-07 | -0.04 | 0.04 | 0.87 | FALSE |
54 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | FAM136A | 0.04 | 0.03 | blup | 42 | 0.04 | 6.0e-05 | -5.8 | 5.2 | 2.1e-07 | -0.01 | 0.01 | 0.99 | TRUE |
55 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FAM136A | 0.07 | 0.03 | lasso | 3 | 0.04 | 1.6e-03 | -4.3 | 5.4 | 7.8e-08 | -0.02 | 0.02 | 0.75 | FALSE |
56 | The Cancer Genome Atlas | Brain Lower Grade Glioma | WDR92 | 0.04 | 0.01 | blup | 49 | 0.01 | 7.9e-03 | -7.8 | -5.7 | 1.6e-08 | -0.03 | 0.00 | 0.94 | FALSE |
57 | The Cancer Genome Atlas | Lung Adenocarcinoma | FAM136A | 0.04 | 0.03 | blup | 42 | 0.03 | 1.2e-04 | -5.6 | 6.0 | 1.7e-09 | 0.01 | 0.01 | 0.98 | FALSE |
58 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | ASPRV1 | 0.08 | 0.06 | enet | 14 | 0.06 | 2.4e-03 | -6.6 | 6.3 | 4.0e-10 | 0.01 | 0.19 | 0.16 | FALSE |
59 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ASPRV1 | 0.02 | 0.02 | blup | 58 | 0.02 | 5.4e-03 | -6.1 | 7.1 | 9.7e-13 | 0.01 | 0.21 | 0.07 | FALSE |
60 | The Cancer Genome Atlas | Soft Tissue Sarcoma | FAM136A | 0.08 | 0.02 | enet | 4 | 0.03 | 8.7e-03 | 4.8 | 6.0 | 2.7e-09 | -0.01 | 0.02 | 0.50 | FALSE |
61 | The Cancer Genome Atlas | Stomach Adenocarcinoma | FAM136A | 0.04 | 0.04 | lasso | 4 | 0.04 | 8.5e-04 | -5.8 | 5.9 | 3.0e-09 | -0.01 | 0.01 | 0.92 | FALSE |
62 | The Cancer Genome Atlas | Thyroid Carcinoma | ASPRV1 | 0.06 | 0.04 | blup | 58 | 0.03 | 4.2e-04 | -6.2 | 5.6 | 2.3e-08 | 0.00 | 0.84 | 0.04 | FALSE |
63 | The Cancer Genome Atlas | Thyroid Carcinoma | FAM136A | 0.05 | 0.04 | lasso | 3 | 0.04 | 4.5e-05 | -5.6 | 5.8 | 5.7e-09 | 0.00 | 0.01 | 0.98 | FALSE |
64 | The Cancer Genome Atlas | Thyroid Carcinoma | ZNF638 | 0.08 | 0.05 | enet | 10 | 0.05 | 5.6e-06 | 14.2 | 12.2 | 2.8e-34 | 0.88 | 0.01 | 0.99 | FALSE |