Best TWAS P=6.65e-17 · Best GWAS P=2.53e-23 conditioned to NaN
# | 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 | -4.6 | 6.0 | 1.5e-09 | -0.40 | 0.11 | 0.07 | FALSE |
2 | GTEx | Adipose Visceral Omentum | MAP3K11 | 0.08 | 0.08 | lasso | 4 | 0.05 | 1.7e-03 | 6.8 | 7.1 | 1.7e-12 | -0.58 | 0.48 | 0.09 | FALSE |
3 | GTEx | Artery Aorta | MAP3K11 | 0.15 | 0.15 | lasso | 4 | 0.13 | 1.8e-07 | 6.0 | 5.7 | 1.5e-08 | -0.45 | 1.00 | 0.00 | FALSE |
4 | GTEx | Artery Aorta | SART1 | 0.08 | 0.00 | enet | 23 | 0.00 | 2.1e-01 | -5.3 | 5.7 | 1.4e-08 | -0.43 | 0.07 | 0.20 | FALSE |
5 | GTEx | Artery Tibial | EFEMP2 | 0.11 | 0.07 | lasso | 8 | 0.05 | 1.3e-04 | 8.1 | -7.4 | 1.1e-13 | 0.53 | 0.85 | 0.10 | FALSE |
6 | GTEx | Artery Tibial | BANF1 | 0.05 | 0.05 | lasso | 5 | 0.06 | 3.4e-05 | -7.1 | 7.1 | 1.4e-12 | -0.48 | 0.46 | 0.04 | FALSE |
7 | GTEx | Artery Tibial | EIF1AD | 0.11 | 0.00 | enet | 26 | 0.01 | 9.4e-02 | 8.1 | -5.4 | 5.3e-08 | 0.48 | 0.08 | 0.16 | TRUE |
8 | GTEx | Brain Cerebellar Hemisphere | EFEMP2 | 0.35 | 0.15 | enet | 5 | 0.09 | 2.2e-03 | -7.0 | -6.7 | 1.8e-11 | 0.48 | 0.33 | 0.09 | TRUE |
9 | GTEx | Brain Cerebellum | EFEMP2 | 0.45 | 0.40 | enet | 8 | 0.39 | 1.6e-12 | -6.6 | -6.1 | 8.0e-10 | 0.46 | 1.00 | 0.00 | FALSE |
10 | GTEx | Breast Mammary Tissue | FIBP | 0.07 | 0.00 | lasso | 4 | 0.01 | 9.7e-02 | 3.6 | -6.3 | 2.4e-10 | 0.50 | 0.08 | 0.43 | FALSE |
11 | GTEx | Breast Mammary Tissue (Male) | MAP3K11 | 0.23 | 0.09 | lasso | 4 | 0.02 | 1.4e-01 | 4.8 | 5.4 | 6.4e-08 | -0.44 | 0.09 | 0.10 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | EFEMP2 | 0.06 | 0.06 | lasso | 3 | 0.07 | 7.8e-06 | -5.8 | -5.3 | 1.0e-07 | 0.40 | 0.78 | 0.04 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | EIF1AD | 0.28 | 0.20 | lasso | 8 | 0.21 | 1.8e-15 | -5.5 | -6.2 | 7.1e-10 | 0.41 | 1.00 | 0.00 | FALSE |
14 | GTEx | Colon Sigmoid | CTSW | 0.11 | 0.06 | lasso | 3 | 0.07 | 1.4e-03 | -6.6 | 6.8 | 1.0e-11 | -0.47 | 0.24 | 0.04 | FALSE |
15 | GTEx | Colon Sigmoid | MAP3K11 | 0.23 | 0.05 | enet | 8 | 0.08 | 6.5e-04 | 6.0 | 6.6 | 4.9e-11 | -0.58 | 0.37 | 0.42 | FALSE |
16 | GTEx | Esophagus Gastroesophageal Junction | MAP3K11 | 0.31 | 0.27 | enet | 42 | 0.26 | 4.9e-10 | 4.3 | 5.3 | 1.5e-07 | -0.27 | 0.97 | 0.01 | FALSE |
17 | GTEx | Esophagus Mucosa | EIF1AD | 0.15 | 0.12 | lasso | 4 | 0.10 | 3.2e-07 | -6.0 | -6.0 | 2.7e-09 | 0.40 | 0.99 | 0.00 | FALSE |
18 | GTEx | Esophagus Muscularis | EIF1AD | 0.26 | 0.03 | enet | 50 | 0.10 | 6.6e-07 | -5.5 | -5.4 | 6.3e-08 | 0.33 | 0.34 | 0.10 | FALSE |
19 | GTEx | Esophagus Muscularis | AP001266.1 | 0.11 | 0.01 | enet | 17 | 0.03 | 6.1e-03 | 4.0 | 5.7 | 1.3e-08 | -0.39 | 0.14 | 0.27 | FALSE |
20 | GTEx | Lung | CFL1 | 0.04 | 0.02 | lasso | 10 | 0.01 | 5.8e-02 | -5.5 | 6.1 | 1.2e-09 | -0.40 | 0.38 | 0.02 | TRUE |
21 | GTEx | Skin Sun Exposed Lower leg | EIF1AD | 0.08 | 0.07 | lasso | 4 | 0.07 | 3.6e-06 | 4.7 | -6.2 | 5.8e-10 | 0.41 | 0.98 | 0.00 | FALSE |
22 | GTEx | Stomach | MAP3K11 | 0.09 | 0.02 | lasso | 3 | 0.04 | 4.4e-03 | 4.3 | 6.5 | 1.0e-10 | -0.47 | 0.20 | 0.06 | FALSE |
23 | GTEx | Thyroid | PACS1 | 0.09 | 0.04 | enet | 16 | 0.09 | 2.8e-07 | 5.5 | 6.5 | 6.3e-11 | -0.34 | 0.76 | 0.04 | FALSE |
24 | GTEx | Thyroid | BANF1 | 0.10 | 0.05 | enet | 17 | 0.06 | 4.5e-05 | -5.5 | 5.9 | 3.9e-09 | -0.34 | 0.99 | 0.00 | FALSE |
25 | GTEx | Thyroid | PCNXL3 | 0.07 | 0.05 | lasso | 4 | 0.03 | 2.2e-03 | 6.0 | 5.9 | 4.2e-09 | -0.48 | 0.39 | 0.06 | TRUE |
26 | METSIM | Adipose | BANF1 | 0.10 | 0.06 | bslmm | 343 | 0.07 | 4.9e-10 | -5.5 | 5.4 | 7.3e-08 | -0.32 | 1.00 | 0.00 | FALSE |
27 | METSIM | Adipose | EFEMP2 | 0.07 | 0.05 | lasso | 8 | 0.04 | 4.2e-06 | -8.1 | -8.2 | 1.8e-16 | 0.50 | 1.00 | 0.00 | FALSE |
28 | NTR | Blood | BANF1 | 0.03 | 0.00 | enet | 10 | 0.02 | 1.1e-06 | 4.7 | 5.3 | 1.0e-07 | -0.36 | 0.18 | 0.06 | TRUE |
29 | ROSMAP | Brain Pre-frontal Cortex | EFEMP2 | 0.08 | 0.09 | enet | 13 | 0.09 | 6.8e-12 | 7.5 | -7.0 | 2.2e-12 | 0.49 | 1.00 | 0.00 | FALSE |
30 | ROSMAP | Brain Pre-frontal Cortex | OVOL1 | 0.16 | 0.24 | lasso | 2 | 0.24 | 1.3e-30 | 6.8 | 6.7 | 1.6e-11 | -0.61 | 1.00 | 0.00 | FALSE |
31 | YFS | Blood | EFEMP2 | 0.12 | 0.07 | bslmm | 348 | 0.13 | 4.3e-41 | -7.1 | -7.0 | 2.7e-12 | 0.36 | 1.00 | 0.00 | TRUE |
32 | YFS | Blood | MUS81 | 0.04 | 0.02 | blup | 348 | 0.04 | 6.3e-12 | -6.6 | 7.0 | 1.9e-12 | -0.47 | 1.00 | 0.00 | FALSE |
33 | The Cancer Genome Atlas | Breast Invasive Carcinoma | EFEMP2 | 0.04 | 0.02 | lasso | 5 | 0.02 | 1.4e-05 | -7.4 | -7.3 | 2.0e-13 | 0.47 | 0.09 | 0.90 | FALSE |
34 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FIBP | 0.03 | 0.03 | blup | 45 | 0.03 | 2.6e-07 | -7.4 | -5.7 | 1.4e-08 | 0.42 | 0.28 | 0.72 | FALSE |
35 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | EIF1AD | 0.07 | 0.07 | enet | 5 | 0.05 | 1.5e-03 | -5.5 | -5.6 | 2.3e-08 | 0.35 | 0.01 | 0.96 | FALSE |
36 | The Cancer Genome Atlas | Glioblastoma Multiforme | DKFZp761E198 | 0.14 | 0.00 | blup | 39 | 0.05 | 1.4e-02 | 4.0 | 6.0 | 2.5e-09 | -0.58 | 0.01 | 0.24 | TRUE |
37 | The Cancer Genome Atlas | Glioblastoma Multiforme | SNX32 | 0.13 | 0.05 | blup | 60 | 0.09 | 1.1e-03 | -1.4 | -5.1 | 2.9e-07 | 0.41 | 0.13 | 0.06 | TRUE |
38 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | BANF1 | 0.03 | 0.04 | lasso | 4 | 0.03 | 1.4e-04 | -6.0 | 5.9 | 3.1e-09 | -0.38 | 0.01 | 0.99 | FALSE |
39 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | EIF1AD | 0.03 | 0.02 | blup | 42 | 0.02 | 1.5e-03 | -5.5 | -6.0 | 1.5e-09 | 0.35 | 0.01 | 0.94 | TRUE |
40 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | DKFZp761E198 | 0.11 | 0.02 | blup | 39 | 0.03 | 4.6e-03 | -5.9 | -6.4 | 1.2e-10 | 0.47 | 0.05 | 0.21 | FALSE |
41 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | EIF1AD | 0.06 | 0.04 | lasso | 3 | 0.05 | 1.3e-03 | -5.6 | -6.0 | 2.5e-09 | 0.38 | 0.01 | 0.98 | FALSE |
42 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C11orf68 | 0.03 | 0.03 | lasso | 3 | 0.03 | 1.1e-04 | -5.3 | 6.3 | 3.4e-10 | -0.37 | 0.01 | 0.91 | TRUE |
43 | The Cancer Genome Atlas | Brain Lower Grade Glioma | DKFZp761E198 | 0.09 | 0.06 | lasso | 3 | 0.07 | 2.3e-08 | 4.0 | 5.3 | 1.4e-07 | -0.58 | 0.69 | 0.29 | FALSE |
44 | The Cancer Genome Atlas | Brain Lower Grade Glioma | OVOL1 | 0.03 | 0.03 | blup | 36 | 0.02 | 8.3e-04 | 6.8 | 8.4 | 6.6e-17 | -0.74 | 0.03 | 0.82 | TRUE |
45 | The Cancer Genome Atlas | Lung Adenocarcinoma | BANF1 | 0.03 | 0.00 | blup | 44 | 0.02 | 3.9e-03 | -6.0 | 5.4 | 6.9e-08 | -0.29 | 0.01 | 0.76 | FALSE |
46 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | EIF1AD | 0.03 | 0.00 | blup | 42 | 0.01 | 2.5e-02 | -2.1 | -5.2 | 2.2e-07 | 0.30 | 0.01 | 0.49 | FALSE |
47 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | EIF1AD | 0.11 | 0.15 | enet | 14 | 0.14 | 2.9e-06 | -6.0 | -5.9 | 3.5e-09 | 0.40 | 0.00 | 0.99 | FALSE |
48 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SNX32 | 0.40 | 0.17 | blup | 60 | 0.22 | 1.3e-09 | -3.1 | -5.4 | 5.4e-08 | 0.35 | 0.98 | 0.00 | FALSE |
49 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | DRAP1 | 0.09 | 0.10 | enet | 12 | 0.09 | 1.8e-04 | -6.0 | 5.6 | 1.7e-08 | -0.41 | 0.05 | 0.34 | FALSE |
50 | The Cancer Genome Atlas | Prostate Adenocarcinoma | EIF1AD | 0.08 | 0.10 | enet | 3 | 0.09 | 6.0e-10 | -6.0 | -6.0 | 2.3e-09 | 0.39 | 0.00 | 1.00 | FALSE |
51 | The Cancer Genome Atlas | Soft Tissue Sarcoma | EIF1AD | 0.05 | 0.06 | blup | 42 | 0.02 | 1.3e-02 | -5.4 | -5.6 | 2.0e-08 | 0.37 | 0.01 | 0.94 | FALSE |
52 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | RNASEH2C | 0.10 | 0.01 | blup | 32 | 0.05 | 7.9e-03 | -3.7 | -6.4 | 1.4e-10 | 0.57 | 0.01 | 0.26 | FALSE |
53 | The Cancer Genome Atlas | Thyroid Carcinoma | DKFZp761E198 | 0.06 | 0.05 | blup | 39 | 0.05 | 3.0e-05 | 4.0 | 5.9 | 4.7e-09 | -0.56 | 0.26 | 0.41 | FALSE |