Best TWAS P=1.88e-69 · Best GWAS P=1.08e-71 conditioned to 7.55e-09
# | 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 | -16.38 | 17.6 | 1.9e-69 | -0.92 | 0.01 | 0.99 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | TBRG4 | 0.23 | 0.21 | enet | 27 | 0.22 | 5.6e-27 | -5.64 | -6.3 | 3.1e-10 | 0.12 | 1.00 | 0.00 | FALSE |
3 | GTEx | Artery Aorta | H2AFV | 0.10 | 0.08 | lasso | 2 | 0.06 | 1.9e-04 | 14.67 | 14.7 | 1.0e-48 | -0.72 | 0.42 | 0.07 | FALSE |
4 | GTEx | Artery Tibial | TBRG4 | 0.11 | 0.06 | enet | 12 | 0.08 | 1.6e-06 | -4.90 | -6.4 | 1.5e-10 | 0.16 | 0.97 | 0.00 | FALSE |
5 | GTEx | Brain Hypothalamus | AC004453.8 | 0.54 | 0.13 | lasso | 7 | 0.16 | 1.8e-04 | -0.67 | -8.3 | 7.5e-17 | 0.52 | 0.05 | 0.20 | FALSE |
6 | GTEx | Brain Hypothalamus | TMED4 | 0.37 | -0.01 | enet | 36 | -0.01 | 6.3e-01 | -16.33 | 11.9 | 9.3e-33 | -0.45 | 0.04 | 0.27 | FALSE |
7 | GTEx | Cells EBV-transformed lymphocytes | TBRG4 | 0.42 | 0.26 | lasso | 9 | 0.30 | 2.1e-10 | -5.64 | -5.2 | 2.4e-07 | 0.13 | 0.85 | 0.01 | FALSE |
8 | GTEx | Cells Transformed fibroblasts | ZMIZ2 | 0.12 | 0.09 | lasso | 4 | 0.06 | 2.3e-05 | -9.04 | -9.0 | 2.5e-19 | 0.40 | 0.62 | 0.27 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | TBRG4 | 0.13 | 0.13 | lasso | 1 | 0.12 | 5.7e-09 | -5.64 | -5.6 | 1.8e-08 | 0.09 | 1.00 | 0.00 | FALSE |
10 | GTEx | Cells Transformed fibroblasts | NACAD | 0.13 | 0.11 | lasso | 9 | 0.11 | 1.2e-08 | -5.42 | 6.0 | 2.4e-09 | -0.18 | 0.98 | 0.01 | FALSE |
11 | GTEx | Esophagus Mucosa | TBRG4 | 0.12 | 0.07 | lasso | 9 | 0.08 | 3.6e-06 | -5.64 | -6.5 | 6.1e-11 | 0.11 | 0.92 | 0.00 | FALSE |
12 | GTEx | Lung | TBRG4 | 0.11 | 0.08 | lasso | 4 | 0.08 | 6.4e-07 | -5.07 | -5.2 | 2.0e-07 | 0.15 | 0.99 | 0.00 | FALSE |
13 | GTEx | Lung | DDX56 | 0.15 | 0.03 | enet | 17 | 0.08 | 1.6e-06 | -2.45 | -10.3 | 6.0e-25 | 0.53 | 0.15 | 0.79 | FALSE |
14 | GTEx | Lung | NACAD | 0.07 | 0.02 | lasso | 4 | 0.02 | 1.1e-02 | -4.94 | 5.9 | 3.8e-09 | -0.13 | 0.13 | 0.03 | FALSE |
15 | GTEx | Muscle Skeletal | CCM2 | 0.09 | 0.09 | lasso | 2 | 0.06 | 7.3e-07 | -5.22 | -5.2 | 2.3e-07 | 0.17 | 1.00 | 0.00 | FALSE |
16 | GTEx | Nerve Tibial | ZMIZ2 | 0.12 | 0.06 | lasso | 5 | 0.06 | 5.1e-05 | -6.35 | 9.0 | 2.6e-19 | -0.40 | 0.70 | 0.02 | FALSE |
17 | GTEx | Stomach | SNORA5C | 0.14 | 0.00 | enet | 21 | 0.02 | 2.5e-02 | -17.88 | -9.7 | 2.3e-22 | 0.67 | 0.02 | 0.77 | FALSE |
18 | GTEx | Testis | H2AFV | 0.22 | 0.06 | lasso | 4 | 0.05 | 3.2e-03 | -16.38 | -17.4 | 1.2e-67 | 0.91 | 0.02 | 0.94 | FALSE |
19 | GTEx | Testis | TBRG4 | 0.32 | 0.27 | enet | 13 | 0.21 | 8.7e-10 | -4.90 | -5.5 | 4.2e-08 | 0.21 | 1.00 | 0.00 | FALSE |
20 | GTEx | Thyroid | H2AFV | 0.15 | 0.04 | lasso | 6 | 0.08 | 1.8e-06 | 14.67 | 13.9 | 5.2e-44 | -0.66 | 0.06 | 0.88 | FALSE |
21 | GTEx | Thyroid | TBRG4 | 0.15 | 0.06 | enet | 14 | 0.08 | 9.1e-07 | -5.07 | -7.0 | 1.8e-12 | 0.17 | 0.99 | 0.00 | TRUE |
22 | METSIM | Adipose | TBRG4 | 0.05 | 0.04 | lasso | 2 | 0.04 | 3.1e-06 | -5.64 | -5.6 | 1.8e-08 | 0.09 | 0.97 | 0.00 | FALSE |
23 | NTR | Blood | ZMIZ2 | 0.08 | 0.06 | enet | 17 | 0.06 | 1.5e-18 | 16.04 | -14.4 | 6.3e-47 | 0.72 | 1.00 | 0.00 | FALSE |
24 | ROSMAP | Brain Pre-frontal Cortex | ZMIZ2 | 0.10 | 0.06 | enet | 15 | 0.07 | 1.3e-09 | 14.70 | 9.9 | 4.0e-23 | -0.39 | 1.00 | 0.00 | FALSE |
25 | ROSMAP | Brain Pre-frontal Cortex | TBRG4 | 0.18 | 0.19 | lasso | 6 | 0.22 | 3.8e-27 | -4.90 | -6.1 | 1.1e-09 | 0.13 | 1.00 | 0.00 | FALSE |
26 | YFS | Blood | DDX56 | 0.04 | 0.03 | enet | 38 | 0.04 | 1.6e-12 | -2.14 | -5.3 | 9.7e-08 | 0.18 | 1.00 | 0.00 | FALSE |
27 | YFS | Blood | TMED4 | 0.13 | 0.12 | lasso | 13 | 0.15 | 1.3e-45 | 4.88 | -5.8 | 9.1e-09 | 0.18 | 1.00 | 0.00 | TRUE |
28 | The Cancer Genome Atlas | Breast Invasive Carcinoma | H2AFV | 0.05 | 0.04 | blup | 40 | 0.04 | 4.5e-08 | 14.70 | 12.6 | 1.6e-36 | -0.62 | 0.71 | 0.29 | FALSE |
29 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NACAD | 0.02 | 0.02 | blup | 56 | 0.00 | 1.1e-01 | -5.05 | 5.3 | 1.2e-07 | -0.14 | 0.09 | 0.20 | FALSE |
30 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TBRG4 | 0.03 | 0.03 | lasso | 3 | 0.02 | 1.2e-05 | -5.64 | -5.7 | 9.8e-09 | 0.10 | 0.20 | 0.76 | FALSE |
31 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C7orf40 | 0.03 | 0.02 | enet | 4 | 0.02 | 2.4e-03 | -7.88 | 6.8 | 1.0e-11 | -0.15 | 0.00 | 0.81 | FALSE |
32 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DBNL | 0.23 | 0.07 | enet | 9 | 0.10 | 2.6e-11 | 4.70 | -5.5 | 3.7e-08 | 0.08 | 0.00 | 0.98 | TRUE |
33 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TBRG4 | 0.05 | 0.01 | blup | 61 | 0.03 | 6.8e-04 | -3.91 | -6.9 | 5.6e-12 | 0.18 | 0.10 | 0.73 | FALSE |
34 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PPIA | 0.05 | 0.02 | enet | 5 | 0.03 | 7.7e-05 | -12.04 | -10.1 | 7.9e-24 | 0.61 | 0.03 | 0.47 | FALSE |
35 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C7orf40 | 0.07 | 0.00 | blup | 29 | 0.01 | 9.0e-03 | -0.20 | 5.3 | 9.0e-08 | -0.10 | 0.03 | 0.18 | TRUE |
36 | The Cancer Genome Atlas | Prostate Adenocarcinoma | DBNL | 0.30 | 0.07 | lasso | 5 | 0.13 | 1.6e-13 | 4.70 | -5.1 | 2.7e-07 | 0.06 | 0.00 | 0.98 | FALSE |
37 | The Cancer Genome Atlas | Prostate Adenocarcinoma | DDX56 | 0.03 | 0.02 | blup | 44 | 0.02 | 2.0e-03 | 4.94 | -5.2 | 2.2e-07 | 0.11 | 0.08 | 0.84 | FALSE |
38 | The Cancer Genome Atlas | Prostate Adenocarcinoma | H2AFV | 0.08 | 0.03 | enet | 11 | 0.06 | 1.9e-06 | 14.70 | 12.8 | 1.2e-37 | -0.67 | 0.04 | 0.75 | FALSE |
39 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TBRG4 | 0.08 | 0.09 | lasso | 6 | 0.10 | 1.5e-10 | -5.64 | -5.8 | 6.0e-09 | 0.13 | 1.00 | 0.00 | FALSE |
40 | The Cancer Genome Atlas | Thyroid Carcinoma | H2AFV | 0.15 | 0.14 | lasso | 3 | 0.14 | 1.3e-13 | 14.67 | 15.7 | 2.4e-55 | -0.79 | 0.90 | 0.10 | FALSE |
41 | The Cancer Genome Atlas | Thyroid Carcinoma | TBRG4 | 0.09 | 0.09 | blup | 61 | 0.09 | 3.2e-09 | -5.64 | -6.6 | 3.1e-11 | 0.14 | 0.30 | 0.70 | FALSE |
42 | The Cancer Genome Atlas | Thyroid Carcinoma | ZMIZ2 | 0.06 | 0.03 | blup | 35 | 0.03 | 3.8e-04 | 11.59 | 15.9 | 3.0e-57 | -0.87 | 0.02 | 0.97 | FALSE |