Best TWAS P=4.27e-18 · Best GWAS P=1.96e-17 conditioned to 0.0649
# | 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 | DDX4 | 0.08 | 0.07 | bslmm | 390 | 0.08 | 1.7e-10 | 8.1 | -8.2 | 1.6e-16 | -0.85 | 0.03 | 0.97 | FALSE |
2 | GTEx | Adipose Subcutaneous | SETD9 | 0.15 | 0.14 | lasso | 10 | 0.16 | 3.0e-13 | -4.9 | 5.2 | 1.6e-07 | 0.00 | 0.80 | 0.20 | FALSE |
3 | GTEx | Adipose Subcutaneous | SLC38A9 | 0.11 | 0.00 | enet | 24 | 0.00 | 6.5e-01 | 8.3 | -5.2 | 2.0e-07 | -0.49 | 0.04 | 0.21 | FALSE |
4 | GTEx | Adipose Visceral Omentum | SETD9 | 0.16 | 0.20 | lasso | 8 | 0.16 | 6.8e-09 | -4.5 | 5.4 | 5.4e-08 | 0.00 | 0.50 | 0.50 | FALSE |
5 | GTEx | Adrenal Gland | SETD9 | 0.39 | 0.29 | lasso | 8 | 0.35 | 1.6e-13 | -4.5 | 5.2 | 2.3e-07 | -0.04 | 0.81 | 0.19 | FALSE |
6 | GTEx | Brain Cerebellum | SLC38A9 | 0.26 | 0.13 | lasso | 4 | 0.10 | 7.4e-04 | 8.3 | 8.3 | 1.4e-16 | 0.84 | 0.02 | 0.95 | FALSE |
7 | GTEx | Brain Hippocampus | GZMA | 0.32 | 0.00 | lasso | 6 | 0.02 | 1.3e-01 | 4.9 | 6.3 | 2.2e-10 | 0.37 | 0.08 | 0.19 | FALSE |
8 | GTEx | Brain Putamen basal ganglia | SETD9 | 0.23 | 0.15 | lasso | 3 | 0.14 | 2.9e-04 | -4.8 | 5.3 | 1.0e-07 | -0.06 | 0.07 | 0.69 | FALSE |
9 | GTEx | Breast Mammary Tissue | SETD9 | 0.30 | 0.38 | lasso | 4 | 0.38 | 8.2e-21 | -4.5 | 5.1 | 2.8e-07 | 0.00 | 0.93 | 0.07 | FALSE |
10 | GTEx | Breast Mammary Tissue (Female) | SETD9 | 0.21 | 0.12 | lasso | 11 | 0.16 | 1.4e-05 | -5.2 | 5.7 | 1.5e-08 | 0.00 | 0.05 | 0.91 | FALSE |
11 | GTEx | Breast Mammary Tissue (Female) | GPX8 | 0.04 | 0.00 | lasso | 2 | 0.03 | 5.0e-02 | 8.1 | -7.4 | 1.9e-13 | -0.89 | 0.05 | 0.25 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | SETD9 | 0.31 | 0.42 | lasso | 6 | 0.47 | 5.7e-39 | -4.5 | 5.3 | 1.1e-07 | -0.02 | 0.92 | 0.08 | FALSE |
13 | GTEx | Colon Sigmoid | SETD9 | 0.49 | 0.49 | lasso | 14 | 0.53 | 7.9e-22 | -4.1 | 5.2 | 2.1e-07 | 0.00 | 0.95 | 0.04 | FALSE |
14 | GTEx | Colon Transverse | SETD9 | 0.47 | 0.42 | lasso | 10 | 0.43 | 4.0e-22 | -4.5 | 5.3 | 1.4e-07 | -0.02 | 0.91 | 0.09 | FALSE |
15 | GTEx | Esophagus Mucosa | SETD9 | 0.47 | 0.55 | lasso | 9 | 0.58 | 1.3e-47 | -4.5 | 5.2 | 1.6e-07 | -0.02 | 0.93 | 0.07 | FALSE |
16 | GTEx | Skin Sun Exposed Lower leg | SETD9 | 0.40 | 0.44 | lasso | 15 | 0.46 | 1.8e-42 | -4.5 | 5.2 | 2.3e-07 | -0.01 | 0.93 | 0.07 | FALSE |
17 | GTEx | Stomach | SETD9 | 0.35 | 0.31 | lasso | 8 | 0.38 | 1.9e-19 | -4.5 | 5.4 | 8.0e-08 | -0.03 | 0.76 | 0.24 | FALSE |
18 | GTEx | Uterus | SETD9 | 0.31 | 0.15 | lasso | 8 | 0.19 | 1.2e-04 | -4.5 | 5.4 | 7.1e-08 | 0.01 | 0.22 | 0.27 | FALSE |
19 | ROSMAP | Brain Pre-frontal Cortex | DDX4 | 0.07 | 0.08 | lasso | 2 | 0.07 | 1.5e-09 | 8.1 | -8.2 | 2.0e-16 | -0.79 | 0.07 | 0.93 | FALSE |
20 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | C5orf35 | 0.21 | 0.28 | lasso | 7 | 0.31 | 8.0e-27 | -4.5 | 5.2 | 1.5e-07 | -0.01 | 0.87 | 0.13 | FALSE |
21 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C5orf35 | 0.29 | 0.42 | lasso | 8 | 0.46 | 3.0e-107 | -4.5 | 5.5 | 3.8e-08 | -0.02 | 0.87 | 0.13 | FALSE |
22 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PPAP2A | 0.06 | 0.03 | lasso | 1 | 0.03 | 1.1e-06 | 8.3 | -8.3 | 7.8e-17 | -0.78 | 0.00 | 1.00 | FALSE |
23 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C5orf35 | 0.24 | 0.35 | lasso | 11 | 0.37 | 1.9e-43 | -4.5 | 5.4 | 5.9e-08 | -0.02 | 0.87 | 0.13 | FALSE |
24 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C5orf35 | 0.35 | 0.46 | lasso | 5 | 0.48 | 7.8e-62 | -4.5 | 5.3 | 1.1e-07 | -0.02 | 0.87 | 0.13 | FALSE |
25 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | C5orf35 | 0.27 | 0.30 | lasso | 6 | 0.36 | 1.4e-21 | -4.5 | 5.7 | 1.5e-08 | -0.02 | 0.80 | 0.20 | FALSE |
26 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SLC38A9 | 0.04 | 0.02 | enet | 7 | 0.03 | 6.6e-03 | 8.1 | 7.6 | 3.0e-14 | 0.86 | 0.02 | 0.75 | FALSE |
27 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C5orf35 | 0.28 | 0.39 | lasso | 5 | 0.40 | 2.1e-48 | -4.5 | 5.1 | 3.1e-07 | -0.02 | 0.87 | 0.13 | FALSE |
28 | The Cancer Genome Atlas | Lung Adenocarcinoma | C5orf35 | 0.42 | 0.45 | enet | 17 | 0.50 | 3.2e-67 | -4.5 | 5.4 | 6.8e-08 | 0.00 | 0.87 | 0.13 | FALSE |
29 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C5orf35 | 0.21 | 0.29 | lasso | 11 | 0.33 | 1.3e-38 | -4.5 | 5.1 | 2.8e-07 | -0.03 | 0.87 | 0.13 | FALSE |
30 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | C5orf35 | 0.33 | 0.35 | enet | 22 | 0.36 | 4.9e-16 | -4.5 | 5.2 | 1.6e-07 | -0.02 | 0.84 | 0.16 | FALSE |
31 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C5orf35 | 0.44 | 0.58 | lasso | 9 | 0.60 | 1.4e-78 | -4.5 | 5.1 | 2.7e-07 | -0.01 | 0.87 | 0.13 | FALSE |
32 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | C5orf35 | 0.23 | 0.08 | blup | 58 | 0.17 | 2.5e-05 | -5.7 | 5.9 | 3.0e-09 | -0.05 | 0.03 | 0.95 | TRUE |
33 | The Cancer Genome Atlas | Stomach Adenocarcinoma | C5orf35 | 0.32 | 0.40 | enet | 19 | 0.44 | 4.8e-35 | -4.5 | 5.2 | 2.2e-07 | -0.02 | 0.89 | 0.11 | FALSE |
34 | The Cancer Genome Atlas | Thyroid Carcinoma | C5orf35 | 0.46 | 0.61 | lasso | 14 | 0.63 | 1.5e-79 | -4.5 | 5.1 | 2.9e-07 | -0.02 | 0.87 | 0.13 | FALSE |
35 | The Cancer Genome Atlas | Thyroid Carcinoma | SLC38A9 | 0.03 | 0.04 | blup | 52 | 0.04 | 2.0e-04 | 8.4 | 8.7 | 4.3e-18 | 0.95 | 0.02 | 0.98 | TRUE |
36 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | C5orf35 | 0.38 | 0.05 | blup | 58 | 0.06 | 7.0e-03 | -4.6 | 5.6 | 2.4e-08 | -0.02 | 0.04 | 0.69 | FALSE |