Best TWAS P=1.51e-21 · Best GWAS P=6.81e-20 conditioned to 0.0385
# | 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 | 4.2 | 5.7 | 9.5e-09 | -0.12 | 0.99 | 0.01 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | TRPM7 | 0.06 | 0.03 | bslmm | 416 | 0.06 | 2.8e-08 | -4.0 | -6.9 | 5.5e-12 | 0.25 | 0.16 | 0.84 | FALSE |
3 | GTEx | Artery Tibial | USP8 | 0.14 | 0.06 | lasso | 6 | 0.11 | 3.3e-09 | 2.6 | -5.8 | 6.0e-09 | 0.50 | 0.74 | 0.18 | FALSE |
4 | GTEx | Artery Tibial | SPPL2A | 0.12 | 0.05 | enet | 14 | 0.12 | 1.1e-09 | -4.9 | -5.9 | 4.4e-09 | 0.22 | 0.14 | 0.86 | FALSE |
5 | GTEx | Brain Cerebellar Hemisphere | TRPM7 | 0.28 | 0.06 | enet | 17 | 0.03 | 7.0e-02 | 5.3 | 6.0 | 2.1e-09 | -0.72 | 0.14 | 0.49 | TRUE |
6 | GTEx | Brain Cerebellum | TRPM7 | 0.17 | 0.14 | lasso | 3 | 0.13 | 1.3e-04 | 5.3 | 5.3 | 1.2e-07 | -0.61 | 0.30 | 0.25 | FALSE |
7 | GTEx | Breast Mammary Tissue | USP8 | 0.15 | 0.05 | lasso | 7 | 0.09 | 2.2e-05 | 3.6 | -7.0 | 2.3e-12 | 0.53 | 0.09 | 0.42 | FALSE |
8 | GTEx | Breast Mammary Tissue (Male) | USP8 | 0.05 | -0.01 | enet | 9 | -0.01 | 5.6e-01 | 3.3 | -7.8 | 8.7e-15 | 0.64 | 0.04 | 0.16 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | SPPL2A | 0.28 | 0.11 | enet | 23 | 0.31 | 9.9e-24 | -1.4 | -5.2 | 1.9e-07 | 0.04 | 0.14 | 0.86 | FALSE |
10 | GTEx | Esophagus Muscularis | USP8 | 0.13 | 0.00 | enet | 37 | 0.08 | 2.5e-05 | -6.6 | -7.7 | 1.5e-14 | 0.32 | 0.10 | 0.56 | FALSE |
11 | GTEx | Esophagus Muscularis | SPPL2A | 0.19 | 0.13 | lasso | 5 | 0.11 | 2.8e-07 | -9.0 | -8.8 | 1.1e-18 | 0.61 | 0.02 | 0.98 | FALSE |
12 | GTEx | Heart Atrial Appendage | SPPL2A | 0.07 | 0.10 | lasso | 3 | 0.09 | 6.5e-05 | -9.0 | -9.3 | 1.1e-20 | 0.71 | 0.04 | 0.90 | FALSE |
13 | GTEx | Lung | SPPL2A | 0.08 | 0.08 | lasso | 4 | 0.07 | 6.0e-06 | -8.9 | -9.5 | 1.5e-21 | 0.38 | 0.06 | 0.92 | TRUE |
14 | GTEx | Muscle Skeletal | TRPM7 | 0.08 | 0.05 | lasso | 7 | 0.07 | 4.4e-07 | 5.3 | 5.6 | 2.1e-08 | -0.64 | 0.42 | 0.56 | FALSE |
15 | GTEx | Muscle Skeletal | SPPL2A | 0.09 | 0.04 | lasso | 5 | 0.06 | 1.4e-06 | -9.0 | -6.6 | 4.0e-11 | 0.28 | 0.02 | 0.98 | FALSE |
16 | GTEx | Nerve Tibial | SPPL2A | 0.12 | 0.10 | lasso | 4 | 0.09 | 4.8e-07 | -9.0 | -8.7 | 3.6e-18 | 0.58 | 0.02 | 0.98 | FALSE |
17 | METSIM | Adipose | SPPL2A | 0.11 | 0.03 | blup | 426 | 0.08 | 1.5e-12 | 1.2 | -5.6 | 2.3e-08 | 0.07 | 0.40 | 0.60 | FALSE |
18 | NTR | Blood | AP4E1 | 0.02 | 0.00 | blup | 499 | 0.01 | 7.7e-05 | 5.8 | -5.6 | 1.8e-08 | 0.53 | 0.24 | 0.25 | FALSE |
19 | YFS | Blood | USP8 | 0.02 | 0.01 | blup | 426 | 0.01 | 2.4e-05 | -7.9 | -8.1 | 5.0e-16 | 0.77 | 0.06 | 0.92 | FALSE |
20 | The Cancer Genome Atlas | Breast Invasive Carcinoma | AP4E1 | 0.02 | 0.02 | lasso | 3 | 0.01 | 9.5e-04 | -8.9 | -9.0 | 2.2e-19 | 0.28 | 0.01 | 0.98 | FALSE |
21 | The Cancer Genome Atlas | Breast Invasive Carcinoma | LOC100132724 | 0.02 | 0.01 | lasso | 3 | 0.01 | 1.6e-03 | -8.2 | -6.9 | 4.8e-12 | 0.11 | 0.05 | 0.71 | FALSE |
22 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SPPL2A | 0.14 | 0.03 | lasso | 6 | 0.08 | 1.5e-16 | -9.1 | -6.5 | 1.1e-10 | 0.25 | 0.01 | 0.99 | FALSE |
23 | The Cancer Genome Atlas | Colon Adenocarcinoma | SPPL2A | 0.12 | 0.05 | blup | 39 | 0.04 | 2.6e-03 | -9.0 | -6.2 | 5.5e-10 | 0.21 | 0.01 | 0.77 | FALSE |
24 | The Cancer Genome Atlas | Glioblastoma Multiforme | SPPL2A | 0.22 | 0.13 | lasso | 1 | 0.09 | 9.4e-04 | -9.1 | -9.1 | 8.8e-20 | 0.67 | 0.01 | 0.77 | FALSE |
25 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | AP4E1 | 0.04 | 0.01 | enet | 20 | 0.02 | 2.2e-03 | -8.7 | -7.2 | 6.8e-13 | 0.40 | 0.02 | 0.79 | FALSE |
26 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TNFAIP8L3 | 0.03 | 0.00 | blup | 41 | 0.01 | 8.3e-03 | -4.0 | -5.3 | 9.0e-08 | 0.10 | 0.01 | 0.33 | FALSE |
27 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LOC100132724 | 0.03 | 0.01 | blup | 31 | 0.01 | 1.9e-02 | -8.8 | -9.0 | 2.9e-19 | 0.48 | 0.01 | 0.88 | FALSE |
28 | The Cancer Genome Atlas | Lung Adenocarcinoma | SPPL2A | 0.07 | 0.06 | lasso | 2 | 0.05 | 9.3e-07 | -9.0 | -9.1 | 1.3e-19 | 0.67 | 0.01 | 0.99 | FALSE |
29 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | SPPL2A | 0.43 | 0.35 | enet | 9 | 0.34 | 2.1e-14 | -9.0 | -9.0 | 1.8e-19 | 0.62 | 0.01 | 0.99 | FALSE |
30 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SPPL2A | 0.32 | 0.07 | enet | 9 | 0.16 | 2.2e-16 | -9.1 | -6.4 | 1.3e-10 | 0.11 | 0.01 | 0.99 | FALSE |
31 | The Cancer Genome Atlas | Thyroid Carcinoma | SPPL2A | 0.25 | 0.17 | blup | 39 | 0.24 | 7.3e-23 | -9.1 | -6.7 | 2.6e-11 | 0.22 | 0.01 | 0.99 | FALSE |