Best TWAS P=2.8e-16 · Best GWAS P=5.92e-16 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 | ANAPC4 | 0.11 | 0.06 | bslmm | 562 | 0.09 | 6.4e-11 | -7.5 | -5.9 | 3.1e-09 | 0.82 | 0.01 | 0.99 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | SEPSECS | 0.04 | 0.04 | lasso | 4 | 0.03 | 2.9e-04 | -5.3 | -5.4 | 7.5e-08 | 0.67 | 0.31 | 0.34 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | ZCCHC4 | 0.07 | 0.01 | blup | 568 | 0.02 | 3.1e-03 | -7.7 | -5.8 | 8.3e-09 | 0.67 | 0.13 | 0.76 | FALSE |
4 | GTEx | Adipose Subcutaneous | ANAPC4 | 0.32 | 0.40 | lasso | 13 | 0.40 | 7.3e-35 | -7.8 | -7.8 | 6.4e-15 | 0.97 | 0.02 | 0.98 | FALSE |
5 | GTEx | Artery Aorta | ANAPC4 | 0.40 | 0.43 | lasso | 5 | 0.42 | 5.4e-25 | -7.8 | -7.8 | 6.8e-15 | 0.97 | 0.03 | 0.97 | FALSE |
6 | GTEx | Artery Coronary | ANAPC4 | 0.42 | 0.11 | lasso | 14 | 0.08 | 9.7e-04 | -7.7 | -6.1 | 1.1e-09 | 0.81 | 0.01 | 0.99 | FALSE |
7 | GTEx | Artery Tibial | ANAPC4 | 0.37 | 0.42 | enet | 48 | 0.46 | 1.0e-39 | -7.8 | -7.9 | 2.3e-15 | 0.92 | 0.03 | 0.97 | FALSE |
8 | GTEx | Brain Caudate basal ganglia | ANAPC4 | 0.35 | 0.10 | lasso | 8 | 0.04 | 2.2e-02 | -2.7 | -5.4 | 6.1e-08 | 0.72 | 0.13 | 0.76 | FALSE |
9 | GTEx | Brain Cerebellar Hemisphere | ANAPC4 | 0.44 | 0.14 | enet | 33 | 0.27 | 1.7e-07 | -7.6 | -5.6 | 2.4e-08 | 0.75 | 0.07 | 0.87 | FALSE |
10 | GTEx | Brain Cerebellum | PI4K2B | 0.29 | 0.13 | enet | 5 | 0.11 | 4.3e-04 | -6.0 | -5.6 | 1.8e-08 | 0.76 | 0.06 | 0.89 | FALSE |
11 | GTEx | Brain Cortex | ANAPC4 | 0.33 | 0.24 | enet | 23 | 0.26 | 7.5e-08 | -7.5 | -7.3 | 3.1e-13 | 0.87 | 0.02 | 0.98 | FALSE |
12 | GTEx | Brain Nucleus accumbens basal ganglia | ANAPC4 | 0.41 | 0.15 | enet | 30 | 0.20 | 4.2e-06 | -7.6 | -6.9 | 6.5e-12 | 0.81 | 0.08 | 0.90 | FALSE |
13 | GTEx | Brain Putamen basal ganglia | ANAPC4 | 0.25 | 0.03 | lasso | 7 | 0.04 | 3.6e-02 | -7.6 | -7.4 | 1.7e-13 | 0.89 | 0.06 | 0.54 | FALSE |
14 | GTEx | Breast Mammary Tissue | ANAPC4 | 0.49 | 0.42 | lasso | 8 | 0.42 | 1.5e-23 | -7.8 | -8.2 | 2.8e-16 | 0.96 | 0.03 | 0.97 | TRUE |
15 | GTEx | Breast Mammary Tissue (Male) | ANAPC4 | 0.49 | 0.30 | enet | 14 | 0.26 | 8.6e-07 | -7.8 | -6.8 | 8.8e-12 | 0.87 | 0.03 | 0.94 | FALSE |
16 | GTEx | Breast Mammary Tissue (Female) | ANAPC4 | 0.30 | 0.28 | lasso | 8 | 0.19 | 2.2e-06 | -7.8 | -7.7 | 1.0e-14 | 0.97 | 0.02 | 0.97 | FALSE |
17 | GTEx | Cells EBV-transformed lymphocytes | ZCCHC4 | 0.38 | 0.13 | lasso | 10 | 0.12 | 1.0e-04 | -7.6 | -6.6 | 3.3e-11 | 0.81 | 0.17 | 0.69 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | ANAPC4 | 0.14 | 0.20 | lasso | 8 | 0.19 | 2.3e-14 | -7.8 | -7.8 | 6.5e-15 | 0.97 | 0.01 | 0.99 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | ZCCHC4 | 0.13 | 0.03 | enet | 13 | 0.05 | 1.0e-04 | -3.3 | -6.0 | 1.5e-09 | 0.72 | 0.39 | 0.52 | FALSE |
20 | GTEx | Colon Sigmoid | ANAPC4 | 0.28 | 0.27 | enet | 12 | 0.24 | 5.7e-09 | -7.5 | -7.7 | 1.4e-14 | 0.95 | 0.04 | 0.96 | FALSE |
21 | GTEx | Colon Transverse | ANAPC4 | 0.36 | 0.38 | lasso | 8 | 0.41 | 5.5e-21 | -7.8 | -7.5 | 7.6e-14 | 0.96 | 0.03 | 0.97 | FALSE |
22 | GTEx | Esophagus Gastroesophageal Junction | ANAPC4 | 0.26 | 0.22 | enet | 21 | 0.20 | 8.3e-08 | -7.8 | -7.5 | 4.6e-14 | 0.93 | 0.02 | 0.98 | FALSE |
23 | GTEx | Esophagus Mucosa | ANAPC4 | 0.33 | 0.23 | lasso | 10 | 0.21 | 4.6e-14 | -7.8 | -7.8 | 7.3e-15 | 0.97 | 0.02 | 0.98 | FALSE |
24 | GTEx | Esophagus Muscularis | PI4K2B | 0.14 | 0.05 | lasso | 7 | 0.05 | 4.2e-04 | -4.7 | -5.8 | 7.6e-09 | 0.66 | 0.45 | 0.49 | FALSE |
25 | GTEx | Esophagus Muscularis | ANAPC4 | 0.37 | 0.40 | lasso | 8 | 0.39 | 2.4e-25 | -7.8 | -7.8 | 6.5e-15 | 0.96 | 0.02 | 0.98 | FALSE |
26 | GTEx | Heart Atrial Appendage | ANAPC4 | 0.18 | 0.12 | lasso | 9 | 0.10 | 3.4e-05 | -7.8 | -7.7 | 1.4e-14 | 0.97 | 0.01 | 0.99 | FALSE |
27 | GTEx | Heart Left Ventricle | ANAPC4 | 0.13 | 0.10 | lasso | 7 | 0.07 | 1.6e-04 | -7.9 | -7.9 | 2.8e-15 | 0.98 | 0.01 | 0.98 | FALSE |
28 | GTEx | Liver | ANAPC4 | 0.25 | 0.14 | enet | 16 | 0.02 | 1.1e-01 | -7.8 | -6.6 | 3.2e-11 | 0.78 | 0.02 | 0.90 | FALSE |
29 | GTEx | Lung | ANAPC4 | 0.14 | 0.14 | enet | 11 | 0.13 | 4.4e-10 | -7.5 | -7.7 | 1.0e-14 | 0.95 | 0.04 | 0.96 | FALSE |
30 | GTEx | Muscle Skeletal | ANAPC4 | 0.24 | 0.24 | lasso | 6 | 0.32 | 1.3e-32 | -7.8 | -6.5 | 7.4e-11 | 0.89 | 0.03 | 0.97 | FALSE |
31 | GTEx | Muscle Skeletal | ZCCHC4 | 0.13 | 0.11 | lasso | 4 | 0.11 | 2.7e-11 | -7.2 | -7.1 | 8.8e-13 | 0.85 | 0.19 | 0.81 | FALSE |
32 | GTEx | Nerve Tibial | ANAPC4 | 0.35 | 0.43 | enet | 14 | 0.43 | 4.3e-33 | -7.8 | -7.7 | 1.1e-14 | 0.96 | 0.03 | 0.97 | FALSE |
33 | GTEx | Pancreas | ANAPC4 | 0.35 | 0.21 | lasso | 13 | 0.19 | 1.8e-08 | -7.5 | -7.6 | 2.3e-14 | 0.90 | 0.03 | 0.97 | FALSE |
34 | GTEx | Pituitary | ANAPC4 | 0.38 | 0.12 | lasso | 7 | 0.07 | 8.8e-03 | -7.9 | -7.9 | 2.5e-15 | 0.94 | 0.02 | 0.93 | FALSE |
35 | GTEx | Prostate | ANAPC4 | 0.28 | 0.12 | enet | 11 | 0.12 | 5.2e-04 | -7.8 | -6.3 | 3.9e-10 | 0.86 | 0.02 | 0.95 | FALSE |
36 | GTEx | Skin Not Sun Exposed Suprapubic | ANAPC4 | 0.40 | 0.45 | enet | 28 | 0.44 | 1.5e-26 | -7.8 | -7.3 | 3.8e-13 | 0.94 | 0.03 | 0.97 | FALSE |
37 | GTEx | Skin Sun Exposed Lower leg | ANAPC4 | 0.27 | 0.34 | enet | 23 | 0.34 | 4.4e-29 | -7.8 | -7.7 | 1.1e-14 | 0.95 | 0.03 | 0.97 | FALSE |
38 | GTEx | Spleen | ANAPC4 | 0.41 | 0.28 | enet | 14 | 0.36 | 3.2e-10 | -6.1 | -7.4 | 1.4e-13 | 0.94 | 0.01 | 0.99 | FALSE |
39 | GTEx | Stomach | ANAPC4 | 0.28 | 0.34 | lasso | 5 | 0.32 | 5.1e-16 | -7.8 | -7.8 | 4.6e-15 | 0.97 | 0.02 | 0.98 | FALSE |
40 | GTEx | Testis | ANAPC4 | 0.12 | 0.10 | lasso | 5 | 0.08 | 2.3e-04 | -7.8 | -7.7 | 1.1e-14 | 0.97 | 0.02 | 0.96 | FALSE |
41 | GTEx | Thyroid | ANAPC4 | 0.27 | 0.23 | lasso | 14 | 0.26 | 8.0e-20 | -7.8 | -7.5 | 5.1e-14 | 0.93 | 0.03 | 0.97 | FALSE |
42 | METSIM | Adipose | ANAPC4 | 0.19 | 0.28 | bslmm | 552 | 0.28 | 3.5e-42 | -7.8 | -7.0 | 2.3e-12 | 0.94 | 0.02 | 0.98 | FALSE |
43 | ROSMAP | Brain Pre-frontal Cortex | ANAPC4 | 0.19 | 0.27 | lasso | 11 | 0.27 | 3.5e-35 | -7.8 | -7.6 | 2.3e-14 | 0.96 | 0.02 | 0.98 | FALSE |
44 | ROSMAP | Brain Pre-frontal Cortex | RBPJ | 0.10 | 0.02 | bslmm | 469 | 0.05 | 5.3e-07 | 3.9 | 6.7 | 2.5e-11 | 0.03 | 0.08 | 0.90 | TRUE |
45 | ROSMAP | Brain Pre-frontal Cortex | ZCCHC4 | 0.04 | 0.01 | blup | 560 | 0.01 | 1.8e-02 | -4.7 | -5.9 | 3.1e-09 | 0.75 | 0.10 | 0.51 | FALSE |
46 | YFS | Blood | ANAPC4 | 0.22 | 0.28 | bslmm | 530 | 0.32 | 4.5e-109 | -7.8 | -7.1 | 1.1e-12 | 0.91 | 0.03 | 0.97 | FALSE |
47 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ZCCHC4 | 0.02 | 0.01 | blup | 83 | 0.00 | 4.5e-02 | -7.2 | -7.0 | 3.0e-12 | 0.88 | 0.10 | 0.84 | FALSE |
48 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ANAPC4 | 0.03 | 0.05 | enet | 10 | 0.04 | 1.9e-05 | -7.8 | -7.4 | 1.8e-13 | 0.90 | 0.02 | 0.98 | FALSE |
49 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | ANAPC4 | 0.14 | 0.12 | enet | 11 | 0.09 | 4.5e-06 | -7.8 | -6.6 | 5.3e-11 | 0.83 | 0.02 | 0.97 | FALSE |
50 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ANAPC4 | 0.07 | 0.01 | blup | 69 | 0.03 | 2.9e-04 | -7.8 | -5.7 | 1.3e-08 | 0.76 | 0.01 | 0.98 | FALSE |
51 | The Cancer Genome Atlas | Lung Adenocarcinoma | ZCCHC4 | 0.07 | 0.02 | blup | 83 | 0.05 | 2.6e-06 | -3.7 | -5.6 | 2.0e-08 | 0.74 | 0.09 | 0.88 | FALSE |
52 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ANAPC4 | 0.05 | 0.00 | blup | 69 | 0.01 | 7.5e-03 | -7.0 | -7.1 | 1.3e-12 | 0.85 | 0.01 | 0.94 | FALSE |
53 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | ANAPC4 | 0.10 | 0.04 | lasso | 5 | 0.06 | 1.1e-03 | -7.0 | -7.4 | 1.1e-13 | 0.93 | 0.03 | 0.64 | FALSE |
54 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ANAPC4 | 0.08 | 0.04 | blup | 69 | 0.05 | 1.3e-05 | -7.5 | -5.4 | 7.0e-08 | 0.75 | 0.06 | 0.83 | FALSE |
55 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ZCCHC4 | 0.08 | 0.06 | enet | 13 | 0.08 | 3.4e-09 | -7.2 | -6.3 | 3.1e-10 | 0.81 | 0.23 | 0.77 | FALSE |
56 | The Cancer Genome Atlas | Thyroid Carcinoma | ANAPC4 | 0.06 | 0.02 | lasso | 3 | 0.03 | 1.1e-03 | -3.3 | -5.3 | 1.5e-07 | 0.68 | 0.12 | 0.24 | FALSE |
57 | The Cancer Genome Atlas | Thyroid Carcinoma | ZCCHC4 | 0.07 | 0.06 | enet | 12 | 0.09 | 1.7e-09 | -7.6 | -6.7 | 1.8e-11 | 0.84 | 0.13 | 0.87 | FALSE |