Best TWAS P=2.68e-45 · Best GWAS P=7.41e-44 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 | TNFAIP8L3 | 0.12 | 0.07 | blup | 462 | 0.09 | 1.2e-10 | -12.864 | -14.1 | 2.7e-45 | 0.29 | 1.00 | 0.00 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | TRPM7 | 0.06 | 0.03 | bslmm | 416 | 0.06 | 2.8e-08 | 6.074 | 8.1 | 6.3e-16 | -0.06 | 0.94 | 0.01 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | USP8 | 0.07 | 0.00 | bslmm | 425 | 0.02 | 5.0e-04 | 5.565 | -6.0 | 1.5e-09 | 0.09 | 0.08 | 0.18 | TRUE |
4 | GTEx | Artery Aorta | SPPL2A | 0.22 | 0.03 | enet | 39 | 0.11 | 1.2e-06 | 9.150 | 10.2 | 1.8e-24 | -0.12 | 0.78 | 0.03 | FALSE |
5 | GTEx | Artery Coronary | GLDN | 0.14 | 0.00 | lasso | 6 | 0.00 | 2.7e-01 | 7.416 | 5.2 | 2.5e-07 | -0.12 | 0.10 | 0.05 | FALSE |
6 | GTEx | Artery Tibial | SPPL2A | 0.12 | 0.05 | enet | 14 | 0.12 | 1.1e-09 | 9.129 | 6.2 | 4.8e-10 | -0.01 | 0.98 | 0.00 | FALSE |
7 | GTEx | Artery Tibial | GLDN | 0.10 | 0.02 | lasso | 6 | 0.05 | 1.2e-04 | -10.246 | 6.9 | 6.3e-12 | 0.14 | 0.51 | 0.04 | TRUE |
8 | GTEx | Brain Cerebellar Hemisphere | TRPM7 | 0.28 | 0.06 | enet | 17 | 0.03 | 7.0e-02 | -7.041 | -8.0 | 1.3e-15 | 0.15 | 0.26 | 0.06 | FALSE |
9 | GTEx | Brain Cerebellum | TRPM7 | 0.17 | 0.14 | lasso | 3 | 0.13 | 1.3e-04 | -7.002 | -7.0 | 1.8e-12 | 0.13 | 0.38 | 0.05 | TRUE |
10 | GTEx | Brain Putamen basal ganglia | LYSMD2 | 0.18 | 0.04 | lasso | 4 | 0.01 | 1.4e-01 | -8.572 | -8.1 | 8.4e-16 | 0.66 | 0.07 | 0.24 | FALSE |
11 | GTEx | Breast Mammary Tissue | RP11-707P17.2 | 0.10 | 0.02 | lasso | 4 | 0.00 | 1.9e-01 | 0.490 | -5.6 | 2.3e-08 | 0.44 | 0.10 | 0.61 | FALSE |
12 | GTEx | Breast Mammary Tissue (Male) | SPPL2A | 0.36 | -0.01 | enet | 13 | 0.09 | 4.3e-03 | -3.992 | 6.2 | 6.4e-10 | -0.05 | 0.07 | 0.05 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | AP4E1 | 0.11 | 0.00 | enet | 33 | 0.00 | 1.4e-01 | 9.136 | 8.1 | 6.7e-16 | -0.05 | 0.18 | 0.03 | TRUE |
14 | GTEx | Cells Transformed fibroblasts | SPPL2A | 0.28 | 0.11 | enet | 23 | 0.31 | 9.9e-24 | 0.925 | 5.1 | 3.0e-07 | -0.01 | 1.00 | 0.00 | FALSE |
15 | GTEx | Colon Transverse | SPPL2A | 0.11 | 0.00 | enet | 8 | 0.02 | 5.2e-02 | -1.515 | 7.9 | 3.2e-15 | 0.02 | 0.09 | 0.05 | FALSE |
16 | GTEx | Esophagus Mucosa | RP11-562A8.5 | 0.08 | 0.02 | enet | 7 | 0.05 | 2.4e-04 | 5.941 | -5.9 | 3.2e-09 | 0.09 | 0.30 | 0.07 | FALSE |
17 | GTEx | Esophagus Muscularis | SPPL2A | 0.19 | 0.13 | lasso | 5 | 0.11 | 2.8e-07 | 6.232 | 6.0 | 1.6e-09 | -0.07 | 1.00 | 0.00 | FALSE |
18 | GTEx | Heart Atrial Appendage | SPPL2A | 0.07 | 0.10 | lasso | 3 | 0.09 | 6.5e-05 | 6.232 | 5.5 | 4.3e-08 | -0.05 | 0.40 | 0.03 | FALSE |
19 | GTEx | Heart Left Ventricle | TNFAIP8L3 | 0.11 | 0.02 | enet | 12 | 0.01 | 1.4e-01 | -8.572 | -6.9 | 4.7e-12 | 0.80 | 0.04 | 0.71 | TRUE |
20 | GTEx | Lung | SPPL2A | 0.08 | 0.08 | lasso | 4 | 0.07 | 6.0e-06 | 9.465 | 10.0 | 1.8e-23 | -0.11 | 0.77 | 0.01 | FALSE |
21 | GTEx | Muscle Skeletal | AP4E1 | 0.17 | 0.08 | lasso | 9 | 0.11 | 9.1e-11 | -9.868 | -6.1 | 9.3e-10 | 0.20 | 1.00 | 0.00 | FALSE |
22 | GTEx | Muscle Skeletal | TRPM7 | 0.08 | 0.05 | lasso | 7 | 0.07 | 4.4e-07 | -7.002 | -7.7 | 1.5e-14 | 0.19 | 0.79 | 0.17 | FALSE |
23 | GTEx | Muscle Skeletal | SPPL2A | 0.09 | 0.04 | lasso | 5 | 0.06 | 1.4e-06 | 6.193 | 5.6 | 1.8e-08 | -0.05 | 0.98 | 0.00 | FALSE |
24 | GTEx | Nerve Tibial | SPPL2A | 0.12 | 0.10 | lasso | 4 | 0.09 | 4.8e-07 | 6.193 | 7.9 | 3.9e-15 | -0.07 | 1.00 | 0.00 | TRUE |
25 | GTEx | Nerve Tibial | GLDN | 0.10 | 0.06 | lasso | 4 | 0.04 | 4.7e-04 | -11.764 | 11.0 | 4.5e-28 | -0.44 | 0.57 | 0.08 | FALSE |
26 | GTEx | Pancreas | TMOD2 | 0.23 | 0.02 | enet | 36 | 0.03 | 1.3e-02 | -0.095 | 5.4 | 8.2e-08 | -0.14 | 0.11 | 0.08 | FALSE |
27 | GTEx | Testis | USP8 | 0.16 | 0.12 | lasso | 2 | 0.10 | 3.4e-05 | 5.884 | 6.3 | 2.2e-10 | -0.11 | 0.53 | 0.04 | TRUE |
28 | GTEx | Vagina | CTD-3110H11.1 | 0.61 | 0.34 | enet | 59 | 0.43 | 3.7e-11 | 0.277 | 5.8 | 5.1e-09 | -0.09 | 0.90 | 0.02 | TRUE |
29 | METSIM | Adipose | SPPL2A | 0.11 | 0.03 | blup | 426 | 0.08 | 1.5e-12 | 1.475 | 6.0 | 2.3e-09 | 0.09 | 1.00 | 0.00 | FALSE |
30 | METSIM | Adipose | TRPM7 | 0.05 | 0.00 | blup | 414 | 0.03 | 7.1e-05 | 7.717 | 5.8 | 5.8e-09 | -0.19 | 0.10 | 0.25 | FALSE |
31 | YFS | Blood | AP4E1 | 0.08 | 0.05 | lasso | 7 | 0.07 | 1.1e-22 | 2.740 | 6.7 | 2.9e-11 | -0.22 | 1.00 | 0.00 | FALSE |
32 | YFS | Blood | LYSMD2 | 0.07 | 0.00 | blup | 461 | 0.02 | 1.6e-06 | -2.114 | 7.7 | 1.3e-14 | -0.41 | 0.44 | 0.05 | FALSE |
33 | The Cancer Genome Atlas | Breast Invasive Carcinoma | AP4E1 | 0.02 | 0.02 | lasso | 3 | 0.01 | 9.5e-04 | 9.465 | 9.9 | 4.0e-23 | -0.11 | 0.59 | 0.01 | FALSE |
34 | The Cancer Genome Atlas | Breast Invasive Carcinoma | LOC100132724 | 0.02 | 0.01 | lasso | 3 | 0.01 | 1.6e-03 | 9.434 | 7.5 | 4.3e-14 | -0.07 | 0.16 | 0.02 | FALSE |
35 | The Cancer Genome Atlas | Colon Adenocarcinoma | SPPL2A | 0.12 | 0.05 | blup | 39 | 0.04 | 2.6e-03 | 6.193 | 6.6 | 3.4e-11 | -0.10 | 0.04 | 0.10 | FALSE |
36 | The Cancer Genome Atlas | Esophageal Carcinoma | TRPM7 | 0.19 | 0.02 | enet | 14 | 0.06 | 7.3e-03 | 9.124 | 6.7 | 2.7e-11 | -0.08 | 0.08 | 0.38 | FALSE |
37 | The Cancer Genome Atlas | Glioblastoma Multiforme | SPPL2A | 0.22 | 0.13 | lasso | 1 | 0.09 | 9.4e-04 | 6.229 | 6.2 | 4.7e-10 | -0.08 | 0.03 | 0.05 | FALSE |
38 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | GLDN | 0.04 | 0.02 | blup | 108 | 0.01 | 2.1e-02 | -4.753 | -6.5 | 8.1e-11 | 0.36 | 0.16 | 0.09 | FALSE |
39 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | USP8 | 0.05 | 0.01 | blup | 59 | 0.02 | 1.8e-03 | 3.056 | -6.2 | 5.1e-10 | 0.12 | 0.02 | 0.76 | FALSE |
40 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | AP4E1 | 0.04 | 0.01 | enet | 20 | 0.02 | 2.2e-03 | 10.694 | 11.9 | 1.2e-32 | -0.22 | 0.01 | 0.85 | TRUE |
41 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TNFAIP8L3 | 0.03 | 0.00 | blup | 41 | 0.01 | 8.3e-03 | 7.717 | 10.6 | 4.3e-26 | -0.28 | 0.01 | 0.28 | FALSE |
42 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | USP8 | 0.07 | 0.05 | lasso | 3 | 0.06 | 4.2e-04 | 5.917 | -6.3 | 3.0e-10 | 0.11 | 0.14 | 0.44 | FALSE |
43 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LOC100132724 | 0.03 | 0.01 | blup | 31 | 0.01 | 1.9e-02 | 10.634 | 11.1 | 2.1e-28 | -0.14 | 0.07 | 0.07 | FALSE |
44 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TRPM7 | 0.03 | 0.04 | lasso | 1 | 0.03 | 9.2e-05 | 9.124 | 9.1 | 7.2e-20 | -0.13 | 0.09 | 0.88 | FALSE |
45 | The Cancer Genome Atlas | Brain Lower Grade Glioma | USP8 | 0.03 | 0.01 | lasso | 4 | 0.01 | 3.2e-02 | 5.080 | -5.9 | 4.0e-09 | 0.09 | 0.06 | 0.13 | FALSE |
46 | The Cancer Genome Atlas | Lung Adenocarcinoma | SPPL2A | 0.07 | 0.06 | lasso | 2 | 0.05 | 9.3e-07 | 6.232 | 6.2 | 4.3e-10 | -0.08 | 0.96 | 0.00 | FALSE |
47 | The Cancer Genome Atlas | Lung Adenocarcinoma | USP8 | 0.02 | 0.02 | enet | 4 | 0.02 | 9.9e-04 | 6.116 | -6.5 | 6.1e-11 | 0.10 | 0.06 | 0.77 | FALSE |
48 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | USP8 | 0.07 | 0.03 | lasso | 5 | 0.01 | 1.5e-01 | -7.002 | -6.7 | 1.7e-11 | 0.11 | 0.02 | 0.40 | FALSE |
49 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | SPPL2A | 0.43 | 0.35 | enet | 9 | 0.34 | 2.1e-14 | 6.193 | 6.6 | 3.2e-11 | -0.07 | 1.00 | 0.00 | FALSE |
50 | The Cancer Genome Atlas | Prostate Adenocarcinoma | AP4E1 | 0.09 | 0.01 | enet | 8 | 0.03 | 6.5e-04 | -12.857 | 13.0 | 1.2e-38 | -0.32 | 0.00 | 0.98 | TRUE |
51 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TRPM7 | 0.03 | 0.03 | lasso | 2 | 0.03 | 3.4e-04 | -6.939 | 7.0 | 2.1e-12 | -0.13 | 0.06 | 0.89 | FALSE |
52 | The Cancer Genome Atlas | Thyroid Carcinoma | SPPL2A | 0.25 | 0.17 | blup | 39 | 0.24 | 7.3e-23 | 6.229 | 5.7 | 1.2e-08 | -0.03 | 1.00 | 0.00 | FALSE |
53 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | USP8 | 0.16 | 0.13 | lasso | 7 | 0.10 | 9.2e-04 | 5.693 | -5.7 | 1.1e-08 | 0.13 | 0.09 | 0.17 | FALSE |