Best TWAS P=8.12e-36 · Best GWAS P=1.98e-47 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 | H2AFV | 0.14 | 0.08 | lasso | 8 | 0.08 | 1.8e-10 | -6.78 | 8.1 | 7.0e-16 | -0.19 | 1.00 | 0.00 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | NACAD | 0.05 | 0.01 | blup | 436 | 0.01 | 7.8e-03 | -3.59 | -6.1 | 1.0e-09 | 0.45 | 0.26 | 0.07 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | TBRG4 | 0.23 | 0.21 | enet | 27 | 0.22 | 5.6e-27 | -8.35 | -9.0 | 2.4e-19 | 0.56 | 1.00 | 0.00 | TRUE |
4 | GTEx | Adipose Subcutaneous | TBRG4 | 0.13 | 0.08 | lasso | 2 | 0.04 | 2.5e-04 | -5.25 | -5.3 | 1.1e-07 | 0.44 | 0.78 | 0.10 | FALSE |
5 | GTEx | Adipose Visceral Omentum | SNORA5C | 0.25 | -0.01 | lasso | 8 | 0.00 | 3.2e-01 | -0.67 | -5.1 | 2.8e-07 | 0.32 | 0.06 | 0.06 | FALSE |
6 | GTEx | Artery Aorta | H2AFV | 0.10 | 0.08 | lasso | 2 | 0.06 | 1.9e-04 | 5.24 | 5.2 | 1.6e-07 | -0.21 | 0.43 | 0.05 | FALSE |
7 | GTEx | Artery Aorta | TBRG4 | 0.19 | 0.01 | enet | 21 | 0.03 | 1.1e-02 | -6.42 | -7.4 | 1.4e-13 | 0.52 | 0.05 | 0.48 | FALSE |
8 | GTEx | Artery Tibial | TBRG4 | 0.11 | 0.06 | enet | 12 | 0.08 | 1.6e-06 | -5.25 | -7.8 | 4.8e-15 | 0.58 | 0.40 | 0.58 | FALSE |
9 | GTEx | Brain Hypothalamus | TMED4 | 0.37 | -0.01 | enet | 36 | -0.01 | 6.3e-01 | -8.01 | 6.1 | 1.2e-09 | -0.15 | 0.04 | 0.05 | FALSE |
10 | GTEx | Cells EBV-transformed lymphocytes | TBRG4 | 0.42 | 0.26 | lasso | 9 | 0.30 | 2.1e-10 | -8.35 | -7.8 | 7.3e-15 | 0.56 | 0.63 | 0.27 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | ZMIZ2 | 0.12 | 0.09 | lasso | 4 | 0.06 | 2.3e-05 | -5.28 | -5.7 | 1.0e-08 | 0.02 | 0.84 | 0.02 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | TBRG4 | 0.13 | 0.13 | lasso | 1 | 0.12 | 5.7e-09 | -8.35 | -8.3 | 7.1e-17 | 0.59 | 0.99 | 0.00 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | NACAD | 0.13 | 0.11 | lasso | 9 | 0.11 | 1.2e-08 | -6.77 | 7.2 | 8.2e-13 | -0.56 | 0.69 | 0.31 | TRUE |
14 | GTEx | Esophagus Mucosa | TBRG4 | 0.12 | 0.07 | lasso | 9 | 0.08 | 3.6e-06 | -8.35 | -10.2 | 3.1e-24 | 0.72 | 0.08 | 0.92 | FALSE |
15 | GTEx | Lung | TBRG4 | 0.11 | 0.08 | lasso | 4 | 0.08 | 6.4e-07 | -5.33 | -5.6 | 1.8e-08 | 0.47 | 0.93 | 0.06 | FALSE |
16 | GTEx | Lung | NACAD | 0.07 | 0.02 | lasso | 4 | 0.02 | 1.1e-02 | -6.42 | 7.8 | 7.6e-15 | -0.59 | 0.10 | 0.28 | FALSE |
17 | GTEx | Lung | CCM2 | 0.10 | 0.06 | lasso | 6 | 0.04 | 3.6e-04 | -6.77 | -5.2 | 1.5e-07 | 0.43 | 0.72 | 0.05 | TRUE |
18 | GTEx | Muscle Skeletal | CCM2 | 0.09 | 0.09 | lasso | 2 | 0.06 | 7.3e-07 | -6.60 | -6.5 | 9.1e-11 | 0.51 | 1.00 | 0.00 | FALSE |
19 | GTEx | Nerve Tibial | TBRG4 | 0.13 | 0.14 | lasso | 1 | 0.12 | 5.6e-09 | -5.25 | -5.2 | 1.5e-07 | 0.44 | 1.00 | 0.00 | FALSE |
20 | GTEx | Spleen | TBRG4 | 0.35 | 0.00 | enet | 37 | 0.01 | 2.1e-01 | -8.35 | -5.6 | 1.7e-08 | 0.51 | 0.05 | 0.31 | FALSE |
21 | GTEx | Testis | H2AFV | 0.22 | 0.06 | lasso | 4 | 0.05 | 3.2e-03 | -6.78 | -7.3 | 2.3e-13 | 0.18 | 0.35 | 0.03 | FALSE |
22 | GTEx | Testis | TBRG4 | 0.32 | 0.27 | enet | 13 | 0.21 | 8.7e-10 | -5.25 | -5.2 | 2.5e-07 | 0.39 | 1.00 | 0.00 | FALSE |
23 | GTEx | Testis | SNHG15 | 0.26 | 0.13 | enet | 17 | 0.18 | 2.0e-08 | -12.06 | 11.0 | 6.1e-28 | -0.71 | 0.04 | 0.96 | FALSE |
24 | GTEx | Thyroid | H2AFV | 0.15 | 0.04 | lasso | 6 | 0.08 | 1.8e-06 | 5.24 | 6.1 | 1.2e-09 | -0.18 | 0.43 | 0.02 | FALSE |
25 | GTEx | Thyroid | TBRG4 | 0.15 | 0.06 | enet | 14 | 0.08 | 9.1e-07 | -5.33 | -9.4 | 6.7e-21 | 0.72 | 0.86 | 0.14 | FALSE |
26 | METSIM | Adipose | OGDH | 0.04 | 0.00 | blup | 443 | 0.01 | 8.2e-03 | -1.10 | 5.4 | 7.1e-08 | -0.44 | 0.17 | 0.33 | FALSE |
27 | METSIM | Adipose | TBRG4 | 0.05 | 0.04 | lasso | 2 | 0.04 | 3.1e-06 | -8.35 | -8.3 | 7.1e-17 | 0.59 | 0.83 | 0.15 | FALSE |
28 | NTR | Blood | ZMIZ2 | 0.08 | 0.06 | enet | 17 | 0.06 | 1.5e-18 | 8.19 | -7.3 | 2.5e-13 | 0.17 | 1.00 | 0.00 | FALSE |
29 | ROSMAP | Brain Pre-frontal Cortex | TBRG4 | 0.18 | 0.19 | lasso | 6 | 0.22 | 3.8e-27 | -5.25 | -7.9 | 3.6e-15 | 0.58 | 1.00 | 0.00 | FALSE |
30 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NACAD | 0.02 | 0.02 | blup | 56 | 0.00 | 1.1e-01 | -5.36 | 6.7 | 1.6e-11 | -0.52 | 0.08 | 0.21 | FALSE |
31 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TBRG4 | 0.03 | 0.03 | lasso | 3 | 0.02 | 1.2e-05 | -8.35 | -8.2 | 3.1e-16 | 0.59 | 0.15 | 0.81 | TRUE |
32 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C7orf40 | 0.03 | 0.02 | enet | 4 | 0.02 | 2.4e-03 | -13.26 | 12.5 | 8.1e-36 | -0.89 | 0.02 | 0.41 | TRUE |
33 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TBRG4 | 0.05 | 0.01 | blup | 61 | 0.03 | 6.8e-04 | -3.59 | -8.5 | 1.6e-17 | 0.63 | 0.10 | 0.71 | FALSE |
34 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PPIA | 0.05 | 0.02 | enet | 5 | 0.03 | 7.7e-05 | -6.37 | -5.5 | 4.9e-08 | -0.05 | 0.02 | 0.72 | FALSE |
35 | The Cancer Genome Atlas | Lung Adenocarcinoma | C7orf40 | 0.04 | 0.03 | blup | 29 | 0.02 | 1.9e-03 | 2.75 | 7.7 | 2.1e-14 | -0.43 | 0.14 | 0.07 | FALSE |
36 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C7orf40 | 0.07 | 0.00 | blup | 29 | 0.01 | 9.0e-03 | 2.75 | 8.1 | 6.6e-16 | -0.52 | 0.03 | 0.18 | FALSE |
37 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TBRG4 | 0.08 | 0.03 | blup | 61 | 0.03 | 7.5e-05 | -8.35 | -8.3 | 9.2e-17 | 0.57 | 0.03 | 0.82 | FALSE |
38 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C7orf40 | 0.15 | 0.05 | blup | 29 | 0.08 | 1.6e-08 | 2.85 | 7.1 | 1.1e-12 | -0.41 | 1.00 | 0.00 | FALSE |
39 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TBRG4 | 0.08 | 0.09 | lasso | 6 | 0.10 | 1.5e-10 | -8.35 | -7.4 | 1.3e-13 | 0.56 | 1.00 | 0.00 | FALSE |
40 | The Cancer Genome Atlas | Thyroid Carcinoma | H2AFV | 0.15 | 0.14 | lasso | 3 | 0.14 | 1.3e-13 | 5.24 | 5.8 | 6.7e-09 | -0.21 | 0.89 | 0.11 | FALSE |
41 | The Cancer Genome Atlas | Thyroid Carcinoma | TBRG4 | 0.09 | 0.09 | blup | 61 | 0.09 | 3.2e-09 | -8.35 | -10.2 | 3.0e-24 | 0.75 | 0.23 | 0.77 | FALSE |
42 | The Cancer Genome Atlas | Thyroid Carcinoma | ZMIZ2 | 0.06 | 0.03 | blup | 35 | 0.03 | 3.8e-04 | 5.13 | 7.4 | 1.5e-13 | -0.16 | 0.02 | 0.97 | FALSE |