Best TWAS P=1.97e-15 · Best GWAS P=5.61e-15 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 | CFL1 | 0.04 | 0.00 | bslmm | 350 | 0.02 | 3.3e-03 | -2.2 | 6.4 | 1.3e-10 | -0.70 | 0.05 | 0.58 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | EIF1AD | 0.09 | 0.05 | enet | 13 | 0.06 | 2.7e-08 | 3.6 | -6.6 | 3.2e-11 | 0.63 | 0.34 | 0.66 | FALSE |
3 | GTEx | Adipose Subcutaneous | BANF1 | 0.13 | 0.05 | lasso | 8 | 0.07 | 1.0e-06 | -7.2 | 7.3 | 2.4e-13 | -0.87 | 0.09 | 0.91 | FALSE |
4 | GTEx | Adrenal Gland | AP001266.1 | 0.15 | 0.00 | enet | 2 | 0.00 | 4.1e-01 | 5.2 | -5.2 | 2.2e-07 | 0.67 | 0.05 | 0.09 | FALSE |
5 | GTEx | Artery Aorta | SART1 | 0.08 | 0.00 | enet | 23 | 0.00 | 2.1e-01 | -6.8 | 6.5 | 9.3e-11 | -0.79 | 0.04 | 0.57 | FALSE |
6 | GTEx | Artery Tibial | EFEMP2 | 0.11 | 0.07 | lasso | 8 | 0.05 | 1.3e-04 | 5.2 | -6.0 | 2.5e-09 | 0.71 | 0.31 | 0.67 | FALSE |
7 | GTEx | Artery Tibial | BANF1 | 0.05 | 0.05 | lasso | 5 | 0.06 | 3.4e-05 | -6.2 | 7.0 | 2.3e-12 | -0.83 | 0.06 | 0.88 | FALSE |
8 | GTEx | Brain Cerebellar Hemisphere | EFEMP2 | 0.35 | 0.15 | enet | 5 | 0.09 | 2.2e-03 | -6.2 | -5.2 | 1.8e-07 | 0.66 | 0.28 | 0.24 | FALSE |
9 | GTEx | Brain Cerebellum | EFEMP2 | 0.45 | 0.40 | enet | 8 | 0.39 | 1.6e-12 | -6.4 | -5.4 | 7.0e-08 | 0.66 | 0.98 | 0.02 | FALSE |
10 | GTEx | Cells Transformed fibroblasts | CFL1 | 0.06 | 0.02 | enet | 12 | 0.01 | 1.1e-01 | -6.6 | 6.0 | 1.8e-09 | -0.53 | 0.40 | 0.16 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | BANF1 | 0.24 | 0.08 | enet | 20 | 0.12 | 4.6e-09 | -7.2 | 5.4 | 7.9e-08 | -0.74 | 0.08 | 0.92 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | EIF1AD | 0.28 | 0.20 | lasso | 8 | 0.21 | 1.8e-15 | -7.4 | -7.9 | 3.5e-15 | 0.93 | 0.04 | 0.96 | FALSE |
13 | GTEx | Colon Sigmoid | CTSW | 0.11 | 0.06 | lasso | 3 | 0.07 | 1.4e-03 | -6.4 | 6.2 | 6.1e-10 | -0.69 | 0.10 | 0.61 | FALSE |
14 | GTEx | Esophagus Mucosa | BANF1 | 0.19 | 0.10 | enet | 17 | 0.15 | 1.8e-10 | -7.4 | 5.5 | 2.9e-08 | -0.70 | 0.08 | 0.92 | FALSE |
15 | GTEx | Esophagus Mucosa | EIF1AD | 0.15 | 0.12 | lasso | 4 | 0.10 | 3.2e-07 | -7.7 | -7.7 | 1.5e-14 | 0.98 | 0.00 | 1.00 | FALSE |
16 | GTEx | Esophagus Muscularis | FIBP | 0.11 | 0.04 | lasso | 4 | 0.04 | 1.2e-03 | -6.6 | -5.7 | 1.4e-08 | 0.53 | 0.62 | 0.12 | FALSE |
17 | GTEx | Heart Atrial Appendage | EIF1AD | 0.09 | 0.01 | enet | 25 | 0.01 | 1.7e-01 | 2.0 | -6.3 | 3.0e-10 | 0.50 | 0.06 | 0.13 | FALSE |
18 | GTEx | Lung | CFL1 | 0.04 | 0.02 | lasso | 10 | 0.01 | 5.8e-02 | -7.4 | 7.9 | 2.1e-15 | -0.90 | 0.05 | 0.87 | FALSE |
19 | GTEx | Lung | BANF1 | 0.11 | 0.03 | lasso | 6 | 0.07 | 6.5e-06 | 5.2 | 6.1 | 8.0e-10 | -0.76 | 0.30 | 0.68 | FALSE |
20 | GTEx | Skin Not Sun Exposed Suprapubic | EIF1AD | 0.14 | 0.12 | lasso | 3 | 0.10 | 2.8e-06 | 5.2 | -5.3 | 8.6e-08 | 0.69 | 0.12 | 0.86 | FALSE |
21 | GTEx | Skin Sun Exposed Lower leg | EIF1AD | 0.08 | 0.07 | lasso | 4 | 0.07 | 3.6e-06 | 5.2 | -6.8 | 1.1e-11 | 0.86 | 0.03 | 0.97 | FALSE |
22 | GTEx | Spleen | CTD-3074O7.5 | 0.29 | 0.03 | enet | 27 | 0.05 | 2.6e-02 | 1.7 | -7.3 | 3.2e-13 | 0.60 | 0.03 | 0.42 | FALSE |
23 | GTEx | Thyroid | BANF1 | 0.10 | 0.05 | enet | 17 | 0.06 | 4.5e-05 | -7.3 | 6.9 | 5.1e-12 | -0.93 | 0.04 | 0.96 | FALSE |
24 | GTEx | Whole Blood | CTSW | 0.08 | 0.01 | enet | 11 | 0.04 | 5.4e-05 | -2.7 | 5.3 | 1.2e-07 | -0.65 | 0.77 | 0.15 | FALSE |
25 | METSIM | Adipose | EFEMP2 | 0.07 | 0.05 | lasso | 8 | 0.04 | 4.2e-06 | -6.2 | -6.5 | 8.3e-11 | 0.78 | 0.11 | 0.89 | FALSE |
26 | METSIM | Adipose | SART1 | 0.08 | 0.05 | enet | 26 | 0.05 | 1.1e-07 | -7.3 | 5.5 | 3.9e-08 | -0.76 | 0.05 | 0.95 | FALSE |
27 | NTR | Blood | BANF1 | 0.03 | 0.00 | enet | 10 | 0.02 | 1.1e-06 | 5.2 | 6.2 | 4.8e-10 | -0.57 | 0.14 | 0.30 | FALSE |
28 | ROSMAP | Brain Pre-frontal Cortex | EFEMP2 | 0.08 | 0.09 | enet | 13 | 0.09 | 6.8e-12 | 5.9 | -6.7 | 2.8e-11 | 0.78 | 0.84 | 0.16 | FALSE |
29 | ROSMAP | Brain Pre-frontal Cortex | BANF1 | 0.05 | 0.02 | blup | 325 | 0.03 | 2.4e-04 | -7.8 | 5.9 | 3.3e-09 | -0.74 | 0.01 | 0.98 | FALSE |
30 | YFS | Blood | BANF1 | 0.14 | 0.19 | bslmm | 342 | 0.21 | 8.3e-67 | -7.2 | 6.1 | 8.5e-10 | -0.85 | 0.17 | 0.83 | FALSE |
31 | YFS | Blood | EFEMP2 | 0.12 | 0.07 | bslmm | 348 | 0.13 | 4.3e-41 | -6.2 | -6.3 | 3.5e-10 | 0.45 | 1.00 | 0.00 | FALSE |
32 | YFS | Blood | MUS81 | 0.04 | 0.02 | blup | 348 | 0.04 | 6.3e-12 | -6.4 | 5.6 | 2.3e-08 | -0.67 | 0.92 | 0.08 | FALSE |
33 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | EIF1AD | 0.09 | 0.06 | blup | 42 | 0.07 | 3.2e-06 | -7.8 | -7.5 | 6.6e-14 | 0.93 | 0.00 | 1.00 | FALSE |
34 | The Cancer Genome Atlas | Breast Invasive Carcinoma | EFEMP2 | 0.04 | 0.02 | lasso | 5 | 0.02 | 1.4e-05 | -6.3 | -5.7 | 1.5e-08 | 0.73 | 0.14 | 0.84 | FALSE |
35 | The Cancer Genome Atlas | Breast Invasive Carcinoma | EIF1AD | 0.02 | 0.03 | blup | 42 | 0.03 | 4.3e-07 | -7.3 | -7.1 | 1.1e-12 | 0.94 | 0.01 | 0.99 | FALSE |
36 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FIBP | 0.03 | 0.03 | blup | 45 | 0.03 | 2.6e-07 | -6.3 | -6.2 | 5.4e-10 | 0.73 | 0.09 | 0.91 | FALSE |
37 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | EIF1AD | 0.07 | 0.07 | enet | 5 | 0.05 | 1.5e-03 | -7.4 | -7.5 | 4.3e-14 | 0.95 | 0.01 | 0.97 | FALSE |
38 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | TSGA10IP | 0.19 | 0.01 | lasso | 5 | 0.02 | 2.2e-02 | -7.3 | 6.7 | 2.5e-11 | -0.85 | 0.01 | 0.83 | FALSE |
39 | The Cancer Genome Atlas | Glioblastoma Multiforme | SNX32 | 0.13 | 0.05 | blup | 60 | 0.09 | 1.1e-03 | -2.7 | -5.5 | 3.6e-08 | 0.63 | 0.03 | 0.79 | FALSE |
40 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | BANF1 | 0.03 | 0.04 | lasso | 4 | 0.03 | 1.4e-04 | -7.8 | 7.8 | 9.0e-15 | -0.99 | 0.01 | 0.99 | FALSE |
41 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | EIF1AD | 0.03 | 0.02 | blup | 42 | 0.02 | 1.5e-03 | -7.4 | -7.3 | 2.7e-13 | 0.92 | 0.02 | 0.94 | FALSE |
42 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | FIBP | 0.04 | 0.02 | blup | 45 | 0.04 | 4.0e-05 | -2.7 | -5.3 | 1.2e-07 | 0.53 | 0.33 | 0.42 | FALSE |
43 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | EIF1AD | 0.06 | 0.04 | lasso | 3 | 0.05 | 1.3e-03 | -7.2 | -7.6 | 3.2e-14 | 0.97 | 0.01 | 0.98 | FALSE |
44 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C11orf68 | 0.03 | 0.03 | lasso | 3 | 0.03 | 1.1e-04 | -6.8 | 6.8 | 7.5e-12 | -0.86 | 0.05 | 0.57 | FALSE |
45 | The Cancer Genome Atlas | Brain Lower Grade Glioma | EFEMP2 | 0.01 | 0.00 | blup | 45 | 0.01 | 3.0e-02 | -5.0 | -5.4 | 6.1e-08 | 0.63 | 0.02 | 0.47 | FALSE |
46 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | EIF1AD | 0.10 | 0.09 | enet | 6 | 0.08 | 9.5e-05 | -7.8 | -6.8 | 9.3e-12 | 0.93 | 0.00 | 0.98 | FALSE |
47 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | BANF1 | 0.06 | 0.02 | blup | 44 | 0.04 | 1.7e-05 | -7.3 | 6.7 | 1.8e-11 | -0.71 | 0.01 | 0.90 | FALSE |
48 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | EIF1AD | 0.03 | 0.00 | blup | 42 | 0.01 | 2.5e-02 | -0.3 | -5.5 | 4.2e-08 | 0.82 | 0.01 | 0.49 | FALSE |
49 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | EIF1AD | 0.11 | 0.15 | enet | 14 | 0.14 | 2.9e-06 | -7.8 | -7.9 | 2.0e-15 | 0.98 | 0.00 | 0.99 | TRUE |
50 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | BANF1 | 0.08 | 0.07 | lasso | 4 | 0.06 | 1.8e-03 | 5.4 | 5.8 | 5.3e-09 | -0.69 | 0.02 | 0.69 | FALSE |
51 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | DRAP1 | 0.09 | 0.10 | enet | 12 | 0.09 | 1.8e-04 | -7.8 | 7.1 | 1.1e-12 | -0.94 | 0.00 | 0.94 | FALSE |
52 | The Cancer Genome Atlas | Prostate Adenocarcinoma | EIF1AD | 0.08 | 0.10 | enet | 3 | 0.09 | 6.0e-10 | -7.8 | -7.6 | 3.2e-14 | 1.00 | 0.00 | 1.00 | FALSE |
53 | The Cancer Genome Atlas | Soft Tissue Sarcoma | EIF1AD | 0.05 | 0.06 | blup | 42 | 0.02 | 1.3e-02 | -7.4 | -7.7 | 1.4e-14 | 0.98 | 0.01 | 0.95 | FALSE |
54 | The Cancer Genome Atlas | Thyroid Carcinoma | CATSPER1 | 0.03 | 0.01 | blup | 41 | 0.02 | 3.4e-03 | -7.3 | 5.4 | 5.7e-08 | -0.78 | 0.01 | 0.81 | FALSE |
55 | The Cancer Genome Atlas | Thyroid Carcinoma | TSGA10IP | 0.04 | 0.01 | blup | 44 | 0.02 | 1.1e-02 | 5.2 | 5.9 | 4.0e-09 | -0.78 | 0.01 | 0.51 | FALSE |