Best TWAS P=4.29e-44 · Best GWAS P=4.34e-54 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 | COG6 | 0.14 | 0.06 | enet | 35 | 0.07 | 2.6e-09 | 3.5 | -5.2 | 2.6e-07 | 0.01 | 0.89 | 0.02 | TRUE |
2 | GTEx | Adipose Subcutaneous | COG6 | 0.20 | 0.16 | lasso | 4 | 0.14 | 3.1e-11 | -7.9 | 8.2 | 2.6e-16 | -0.04 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | CYCSP34 | 0.08 | 0.03 | lasso | 7 | 0.02 | 1.0e-02 | -8.6 | 8.4 | 6.5e-17 | 0.12 | 0.26 | 0.08 | FALSE |
4 | GTEx | Adipose Visceral Omentum | COG6 | 0.13 | 0.12 | enet | 13 | 0.13 | 2.9e-07 | -8.1 | 7.4 | 1.8e-13 | -0.02 | 0.90 | 0.05 | FALSE |
5 | GTEx | Artery Aorta | COG6 | 0.31 | 0.23 | enet | 15 | 0.28 | 9.4e-16 | -8.1 | 7.0 | 2.1e-12 | -0.02 | 1.00 | 0.00 | TRUE |
6 | GTEx | Artery Tibial | COG6 | 0.15 | 0.11 | lasso | 4 | 0.12 | 8.1e-10 | -8.2 | 8.6 | 1.0e-17 | -0.04 | 0.93 | 0.07 | FALSE |
7 | GTEx | Artery Tibial | CYCSP34 | 0.09 | 0.02 | lasso | 7 | 0.04 | 4.6e-04 | -9.3 | 8.5 | 1.8e-17 | 0.05 | 0.76 | 0.01 | FALSE |
8 | GTEx | Brain Caudate basal ganglia | CYCSP34 | 0.21 | 0.11 | lasso | 2 | 0.13 | 1.2e-04 | -9.9 | 10.0 | 1.9e-23 | 0.26 | 0.31 | 0.10 | FALSE |
9 | GTEx | Brain Cerebellar Hemisphere | TPTE2P5 | 0.39 | 0.27 | lasso | 4 | 0.19 | 1.6e-05 | -9.5 | 9.3 | 1.1e-20 | 0.18 | 0.70 | 0.02 | FALSE |
10 | GTEx | Brain Cerebellar Hemisphere | CYCSP34 | 0.37 | 0.29 | lasso | 6 | 0.25 | 4.8e-07 | -9.5 | 9.4 | 6.4e-21 | 0.18 | 0.89 | 0.01 | FALSE |
11 | GTEx | Brain Cerebellum | CYCSP34 | 0.39 | 0.27 | lasso | 9 | 0.29 | 3.1e-09 | -9.5 | 10.7 | 1.3e-26 | 0.24 | 0.97 | 0.00 | FALSE |
12 | GTEx | Brain Cortex | CYCSP34 | 0.35 | 0.06 | enet | 34 | 0.10 | 1.1e-03 | -9.5 | 7.4 | 9.7e-14 | 0.12 | 0.15 | 0.04 | FALSE |
13 | GTEx | Brain Frontal Cortex BA9 | TPTE2P5 | 0.22 | -0.01 | lasso | 3 | -0.01 | 5.4e-01 | -10.1 | 10.7 | 6.0e-27 | 0.22 | 0.04 | 0.31 | FALSE |
14 | GTEx | Brain Hippocampus | COG6 | 0.29 | 0.18 | lasso | 2 | 0.11 | 1.5e-03 | -8.1 | 7.8 | 7.3e-15 | -0.03 | 0.14 | 0.55 | FALSE |
15 | GTEx | Brain Hippocampus | CYCSP34 | 0.16 | 0.25 | lasso | 2 | 0.22 | 6.1e-06 | -8.6 | 8.7 | 4.3e-18 | 0.16 | 0.40 | 0.04 | FALSE |
16 | GTEx | Brain Nucleus accumbens basal ganglia | CYCSP34 | 0.20 | 0.03 | lasso | 6 | 0.11 | 5.6e-04 | -9.9 | 5.3 | 9.8e-08 | 0.11 | 0.13 | 0.05 | FALSE |
17 | GTEx | Brain Putamen basal ganglia | CYCSP34 | 0.40 | 0.04 | enet | 17 | 0.22 | 6.9e-06 | -9.5 | 7.7 | 1.8e-14 | 0.17 | 0.14 | 0.05 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | COG6 | 0.44 | 0.41 | lasso | 3 | 0.40 | 1.2e-31 | -7.9 | 8.0 | 1.7e-15 | -0.04 | 1.00 | 0.00 | FALSE |
19 | GTEx | Esophagus Mucosa | CYCSP34 | 0.10 | 0.02 | enet | 30 | 0.03 | 5.8e-03 | -2.5 | -5.5 | 4.2e-08 | -0.47 | 0.17 | 0.54 | FALSE |
20 | GTEx | Esophagus Muscularis | COG6 | 0.21 | 0.19 | lasso | 3 | 0.19 | 1.6e-11 | -8.1 | 8.2 | 2.5e-16 | -0.03 | 1.00 | 0.00 | FALSE |
21 | GTEx | Heart Atrial Appendage | COG6 | 0.15 | 0.06 | lasso | 5 | 0.02 | 2.8e-02 | -8.1 | 7.9 | 2.2e-15 | -0.02 | 0.40 | 0.16 | FALSE |
22 | GTEx | Heart Left Ventricle | COG6 | 0.22 | 0.16 | lasso | 6 | 0.15 | 3.4e-08 | -8.0 | 9.3 | 1.2e-20 | -0.02 | 0.16 | 0.84 | TRUE |
23 | GTEx | Lung | COG6 | 0.10 | 0.04 | enet | 13 | 0.06 | 2.5e-05 | -7.9 | 7.9 | 2.7e-15 | -0.04 | 0.77 | 0.15 | FALSE |
24 | GTEx | Muscle Skeletal | COG6 | 0.41 | 0.40 | enet | 25 | 0.45 | 8.6e-49 | -7.9 | 8.6 | 7.5e-18 | -0.04 | 1.00 | 0.00 | FALSE |
25 | GTEx | Nerve Tibial | COG6 | 0.20 | 0.18 | lasso | 3 | 0.18 | 1.0e-12 | -7.9 | 8.0 | 9.4e-16 | -0.04 | 1.00 | 0.00 | FALSE |
26 | GTEx | Nerve Tibial | CYCSP34 | 0.05 | 0.01 | lasso | 4 | 0.02 | 2.8e-02 | -9.5 | 10.5 | 9.4e-26 | 0.18 | 0.29 | 0.05 | FALSE |
27 | GTEx | Pituitary | TPTE2P5 | 0.28 | 0.10 | lasso | 13 | 0.10 | 1.8e-03 | -9.6 | 9.6 | 6.0e-22 | 0.17 | 0.23 | 0.05 | FALSE |
28 | GTEx | Small Intestine Terminal Ileum | CYCSP34 | 0.25 | 0.07 | lasso | 3 | 0.05 | 3.0e-02 | -9.2 | 7.8 | 8.6e-15 | 0.00 | 0.09 | 0.06 | FALSE |
29 | GTEx | Spleen | CYCSP34 | 0.32 | 0.07 | lasso | 4 | 0.06 | 1.2e-02 | -11.1 | 11.2 | 6.2e-29 | 0.28 | 0.08 | 0.19 | TRUE |
30 | GTEx | Testis | AKAP11 | 0.15 | 0.03 | enet | 13 | 0.09 | 6.4e-05 | -0.4 | -5.5 | 3.0e-08 | 0.03 | 0.14 | 0.57 | TRUE |
31 | GTEx | Testis | COG6 | 0.43 | 0.37 | enet | 37 | 0.37 | 2.2e-17 | 6.1 | 8.2 | 2.8e-16 | -0.06 | 1.00 | 0.00 | FALSE |
32 | GTEx | Testis | CYCSP34 | 0.09 | 0.05 | lasso | 3 | 0.05 | 2.0e-03 | -9.6 | 5.7 | 1.2e-08 | -0.06 | 0.33 | 0.03 | TRUE |
33 | GTEx | Thyroid | TPTE2P5 | 0.17 | 0.00 | enet | 36 | 0.01 | 3.4e-02 | 13.9 | -6.7 | 1.6e-11 | -0.41 | 0.11 | 0.14 | FALSE |
34 | GTEx | Whole Blood | COG6 | 0.10 | 0.07 | lasso | 4 | 0.08 | 7.0e-08 | -7.9 | 8.5 | 1.8e-17 | -0.04 | 0.78 | 0.19 | FALSE |
35 | METSIM | Adipose | COG6 | 0.07 | 0.06 | enet | 8 | 0.06 | 8.1e-10 | -7.9 | 8.7 | 4.4e-18 | -0.03 | 0.76 | 0.24 | FALSE |
36 | METSIM | Adipose | ELF1 | 0.04 | 0.02 | bslmm | 386 | 0.02 | 1.1e-03 | 1.1 | 6.3 | 2.3e-10 | 0.32 | 0.16 | 0.03 | FALSE |
37 | YFS | Blood | FOXO1 | 0.02 | 0.02 | lasso | 4 | 0.02 | 3.3e-08 | -3.3 | 10.4 | 3.0e-25 | 0.38 | 0.65 | 0.22 | TRUE |
38 | YFS | Blood | MRPS31 | 0.05 | 0.02 | blup | 387 | 0.03 | 6.5e-11 | 12.6 | -12.6 | 1.7e-36 | -0.75 | 0.23 | 0.77 | FALSE |
39 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | SUGT1L1 | 0.10 | 0.00 | blup | 58 | 0.04 | 3.9e-04 | -9.9 | 11.9 | 1.7e-32 | 0.58 | 0.01 | 0.55 | FALSE |
40 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SUGT1L1 | 0.09 | 0.06 | lasso | 7 | 0.09 | 8.4e-18 | -1.8 | 9.4 | 7.7e-21 | 0.67 | 0.01 | 0.99 | FALSE |
41 | The Cancer Genome Atlas | Glioblastoma Multiforme | COG6 | 0.24 | 0.20 | lasso | 5 | 0.16 | 1.2e-05 | -8.1 | 7.8 | 6.4e-15 | -0.03 | 0.36 | 0.40 | FALSE |
42 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SUGT1L1 | 0.06 | 0.01 | blup | 58 | 0.03 | 1.9e-04 | 14.0 | 13.9 | 4.3e-44 | 0.68 | 0.00 | 0.98 | TRUE |
43 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | COG6 | 0.04 | 0.03 | blup | 99 | 0.03 | 1.9e-04 | 5.8 | 7.9 | 2.5e-15 | -0.01 | 0.56 | 0.20 | FALSE |
44 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SUGT1L1 | 0.29 | 0.23 | lasso | 8 | 0.25 | 1.7e-28 | -1.8 | 7.6 | 2.7e-14 | 0.65 | 0.98 | 0.02 | FALSE |
45 | The Cancer Genome Atlas | Brain Lower Grade Glioma | COG6 | 0.13 | 0.15 | lasso | 14 | 0.19 | 1.1e-20 | -8.0 | 8.5 | 2.8e-17 | -0.04 | 1.00 | 0.00 | FALSE |
46 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SUGT1L1 | 0.32 | 0.22 | blup | 59 | 0.27 | 1.3e-30 | -1.8 | 8.8 | 1.6e-18 | 0.62 | 1.00 | 0.00 | TRUE |
47 | The Cancer Genome Atlas | Lung Adenocarcinoma | SUGT1L1 | 0.12 | 0.02 | blup | 58 | 0.05 | 1.4e-06 | 12.6 | 12.1 | 8.0e-34 | 0.65 | 0.00 | 0.99 | FALSE |
48 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | SUGT1L1 | 0.09 | 0.03 | blup | 58 | 0.07 | 2.4e-05 | -1.7 | 6.5 | 5.9e-11 | 0.59 | 0.02 | 0.85 | FALSE |
49 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SUGT1L1 | 0.34 | 0.15 | enet | 17 | 0.17 | 9.3e-08 | -1.9 | 7.2 | 8.9e-13 | 0.57 | 0.26 | 0.66 | FALSE |
50 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | SUGT1L1 | 0.22 | 0.07 | lasso | 11 | 0.13 | 9.4e-06 | 14.0 | 9.4 | 4.2e-21 | 0.73 | 0.01 | 0.96 | FALSE |
51 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SUGT1L1 | 0.21 | 0.11 | lasso | 9 | 0.16 | 5.7e-16 | -1.8 | 8.6 | 5.7e-18 | 0.69 | 0.02 | 0.98 | FALSE |
52 | The Cancer Genome Atlas | Stomach Adenocarcinoma | SUGT1L1 | 0.09 | 0.06 | blup | 59 | 0.06 | 5.4e-05 | 14.0 | 10.9 | 9.4e-28 | 0.72 | 0.00 | 1.00 | FALSE |
53 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | SUGT1L1 | 0.17 | 0.02 | blup | 58 | 0.05 | 1.0e-02 | 3.1 | 6.2 | 4.9e-10 | 0.52 | 0.02 | 0.15 | TRUE |
54 | The Cancer Genome Atlas | Thyroid Carcinoma | AKAP11 | 0.07 | 0.09 | lasso | 3 | 0.08 | 3.7e-08 | -5.3 | 5.3 | 1.1e-07 | -0.05 | 0.02 | 0.98 | TRUE |