Best TWAS P=2.48e-12 · Best GWAS P=6.73e-14 conditioned to 0.00288
# | 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 | ATP5G1 | 0.07 | 0.05 | lasso | 3 | 0.06 | 4.7e-08 | -5.8 | 6.5 | 7.4e-11 | -0.56 | 0.93 | 0.06 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | CDK5RAP3 | 0.15 | 0.12 | bslmm | 392 | 0.14 | 3.6e-16 | 5.6 | -5.1 | 3.0e-07 | 0.08 | 0.74 | 0.26 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | SNF8 | 0.08 | 0.07 | lasso | 5 | 0.08 | 9.3e-10 | -5.6 | 6.8 | 8.3e-12 | -0.74 | 0.09 | 0.91 | TRUE |
4 | GTEx | Artery Aorta | SNF8 | 0.12 | 0.12 | lasso | 6 | 0.10 | 2.3e-06 | -5.4 | 5.6 | 2.2e-08 | -0.58 | 0.71 | 0.19 | FALSE |
5 | GTEx | Artery Aorta | AC091133.1 | 0.10 | 0.07 | lasso | 5 | 0.07 | 1.2e-04 | -5.4 | 5.9 | 3.9e-09 | -0.59 | 0.35 | 0.38 | FALSE |
6 | GTEx | Brain Cerebellum | ATP5G1 | 0.22 | 0.26 | lasso | 3 | 0.24 | 8.2e-08 | -5.4 | 5.3 | 1.1e-07 | -0.55 | 0.82 | 0.10 | FALSE |
7 | GTEx | Brain Cortex | ATP5G1 | 0.16 | 0.15 | lasso | 2 | 0.14 | 1.3e-04 | -5.4 | 5.5 | 5.1e-08 | -0.55 | 0.15 | 0.22 | FALSE |
8 | GTEx | Brain Nucleus accumbens basal ganglia | CDK5RAP3 | 0.21 | 0.04 | lasso | 4 | 0.02 | 7.2e-02 | 5.9 | -5.3 | 9.5e-08 | 0.08 | 0.08 | 0.37 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | SNF8 | 0.12 | 0.10 | lasso | 3 | 0.12 | 5.1e-09 | -5.4 | 5.9 | 3.3e-09 | -0.59 | 0.98 | 0.02 | FALSE |
10 | GTEx | Cells Transformed fibroblasts | AC091133.1 | 0.14 | 0.07 | enet | 22 | 0.09 | 1.9e-07 | -5.4 | 5.4 | 6.8e-08 | -0.56 | 0.86 | 0.10 | FALSE |
11 | GTEx | Esophagus Mucosa | NFE2L1 | 0.07 | 0.02 | lasso | 4 | 0.01 | 8.6e-02 | -5.3 | -5.2 | 1.9e-07 | 0.07 | 0.32 | 0.03 | FALSE |
12 | GTEx | Esophagus Muscularis | COPZ2 | 0.14 | 0.04 | lasso | 5 | 0.06 | 1.3e-04 | 2.9 | 5.7 | 1.3e-08 | -0.04 | 0.18 | 0.04 | FALSE |
13 | GTEx | Esophagus Muscularis | ATP5G1 | 0.09 | 0.06 | lasso | 5 | 0.05 | 4.5e-04 | -5.4 | 5.5 | 4.8e-08 | -0.56 | 0.17 | 0.49 | FALSE |
14 | GTEx | Esophagus Muscularis | SNF8 | 0.08 | 0.03 | lasso | 3 | 0.01 | 5.7e-02 | -6.1 | 5.8 | 4.8e-09 | -0.63 | 0.03 | 0.72 | FALSE |
15 | GTEx | Heart Atrial Appendage | CDK5RAP3 | 0.13 | 0.00 | enet | 18 | 0.04 | 5.1e-03 | 1.9 | -5.4 | 5.7e-08 | 0.07 | 0.09 | 0.05 | FALSE |
16 | GTEx | Heart Atrial Appendage | ATP5G1 | 0.22 | 0.10 | enet | 6 | 0.13 | 1.3e-06 | -5.4 | 5.5 | 3.2e-08 | -0.57 | 0.94 | 0.02 | FALSE |
17 | GTEx | Heart Left Ventricle | ATP5G1 | 0.24 | 0.22 | lasso | 4 | 0.22 | 9.3e-12 | -6.0 | 6.7 | 1.6e-11 | -0.57 | 0.98 | 0.02 | FALSE |
18 | GTEx | Muscle Skeletal | UBE2Z | 0.06 | 0.02 | lasso | 8 | 0.03 | 9.8e-04 | -6.0 | 6.2 | 7.9e-10 | -0.64 | 0.31 | 0.61 | FALSE |
19 | GTEx | Muscle Skeletal | AC003665.1 | 0.05 | 0.03 | enet | 8 | 0.03 | 1.4e-03 | 4.6 | 5.4 | 5.7e-08 | -0.10 | 0.12 | 0.72 | FALSE |
20 | GTEx | Nerve Tibial | UBE2Z | 0.12 | 0.04 | enet | 16 | 0.05 | 1.5e-04 | -5.4 | 5.2 | 2.0e-07 | -0.52 | 0.88 | 0.02 | FALSE |
21 | GTEx | Ovary | ATP5G1 | 0.15 | 0.08 | enet | 13 | 0.09 | 2.8e-03 | -5.2 | 5.9 | 2.8e-09 | -0.62 | 0.06 | 0.74 | FALSE |
22 | GTEx | Pancreas | CDK5RAP3 | 0.11 | -0.01 | lasso | 4 | 0.02 | 5.1e-02 | 4.6 | -5.8 | 6.1e-09 | 0.06 | 0.09 | 0.18 | FALSE |
23 | GTEx | Pancreas | RP11-6N17.9 | 0.15 | 0.04 | lasso | 5 | 0.04 | 9.3e-03 | -3.0 | -6.2 | 5.4e-10 | 0.08 | 0.13 | 0.17 | FALSE |
24 | GTEx | Skin Not Sun Exposed Suprapubic | UBE2Z | 0.11 | 0.07 | lasso | 6 | 0.04 | 1.8e-03 | -6.1 | 6.2 | 6.7e-10 | -0.61 | 0.10 | 0.12 | FALSE |
25 | GTEx | Skin Sun Exposed Lower leg | UBE2Z | 0.14 | 0.11 | lasso | 9 | 0.14 | 6.3e-12 | -5.4 | 6.0 | 1.9e-09 | -0.59 | 0.99 | 0.01 | FALSE |
26 | GTEx | Stomach | RP11-6N17.9 | 0.13 | 0.02 | lasso | 6 | 0.04 | 8.0e-03 | 5.1 | -6.3 | 3.4e-10 | 0.05 | 0.12 | 0.69 | FALSE |
27 | GTEx | Testis | SNF8 | 0.23 | 0.11 | lasso | 5 | 0.08 | 1.6e-04 | -5.4 | 5.5 | 4.3e-08 | -0.56 | 0.67 | 0.10 | FALSE |
28 | GTEx | Testis | RP11-6N17.4 | 0.14 | 0.02 | lasso | 10 | 0.02 | 4.8e-02 | 5.9 | 5.8 | 5.7e-09 | -0.06 | 0.17 | 0.67 | FALSE |
29 | GTEx | Thyroid | SNF8 | 0.11 | 0.08 | lasso | 3 | 0.07 | 2.5e-06 | -5.5 | 5.8 | 5.8e-09 | -0.56 | 0.89 | 0.08 | FALSE |
30 | GTEx | Thyroid | RP11-6N17.10 | 0.19 | 0.12 | lasso | 5 | 0.13 | 3.0e-10 | -3.3 | -5.6 | 2.3e-08 | 0.12 | 1.00 | 0.00 | FALSE |
31 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CBX1 | 0.03 | 0.01 | lasso | 3 | 0.01 | 8.7e-03 | 5.9 | -5.4 | 8.2e-08 | 0.08 | 0.01 | 0.82 | FALSE |
32 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CALCOCO2 | 0.03 | 0.00 | blup | 50 | 0.01 | 1.9e-02 | 4.5 | 6.0 | 1.8e-09 | -0.54 | 0.02 | 0.82 | FALSE |
33 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SNF8 | 0.11 | 0.12 | lasso | 4 | 0.12 | 1.4e-13 | -5.6 | 5.7 | 1.3e-08 | -0.60 | 0.35 | 0.65 | FALSE |
34 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TTLL6 | 0.03 | 0.00 | blup | 59 | 0.02 | 2.7e-03 | -4.6 | -5.5 | 3.4e-08 | 0.51 | 0.02 | 0.81 | FALSE |
35 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SNX11 | 0.06 | 0.06 | lasso | 3 | 0.05 | 2.8e-06 | -5.3 | 5.3 | 1.2e-07 | -0.06 | 0.35 | 0.62 | FALSE |
36 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CBX1 | 0.03 | 0.04 | lasso | 4 | 0.04 | 3.7e-05 | 6.0 | -5.9 | 4.2e-09 | 0.07 | 0.01 | 0.99 | FALSE |
37 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CDK5RAP3 | 0.06 | 0.00 | blup | 62 | 0.03 | 1.0e-03 | -5.5 | -7.0 | 2.5e-12 | 0.06 | 0.01 | 0.80 | TRUE |
38 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SNF8 | 0.05 | 0.06 | blup | 47 | 0.06 | 1.0e-06 | -6.1 | 5.5 | 3.7e-08 | -0.62 | 0.08 | 0.92 | FALSE |
39 | The Cancer Genome Atlas | Thyroid Carcinoma | CALCOCO2 | 0.07 | 0.05 | enet | 9 | 0.06 | 1.3e-06 | -6.1 | 5.7 | 1.5e-08 | -0.42 | 0.01 | 0.99 | FALSE |
40 | The Cancer Genome Atlas | Thyroid Carcinoma | SNF8 | 0.16 | 0.18 | lasso | 7 | 0.18 | 5.9e-17 | -5.4 | 5.5 | 4.5e-08 | -0.58 | 0.36 | 0.64 | FALSE |
41 | The Cancer Genome Atlas | Thyroid Carcinoma | UBE2Z | 0.13 | 0.09 | lasso | 4 | 0.12 | 2.7e-11 | -5.4 | 5.8 | 8.5e-09 | -0.58 | 0.14 | 0.86 | FALSE |