Best TWAS P=1.91e-09 · Best GWAS P=2.27e-09 conditioned to 0.303
# | 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 | SPATA5L1 | 0.12 | 0.24 | lasso | 7 | 0.24 | 6.8e-29 | -5.2 | -5.2 | 1.5e-07 | 0.72 | 0.31 | 0.69 | FALSE |
2 | GTEx | Adipose Subcutaneous | SPATA5L1 | 0.15 | 0.21 | enet | 19 | 0.21 | 2.4e-17 | -5.2 | -5.6 | 2.4e-08 | 0.82 | 0.30 | 0.70 | FALSE |
3 | GTEx | Adipose Visceral Omentum | SPATA5L1 | 0.15 | 0.14 | enet | 21 | 0.13 | 3.0e-07 | -5.2 | -5.3 | 1.0e-07 | 0.76 | 0.30 | 0.70 | FALSE |
4 | GTEx | Adrenal Gland | SPATA5L1 | 0.16 | 0.21 | lasso | 3 | 0.18 | 6.3e-07 | -5.0 | -5.1 | 2.8e-07 | 0.71 | 0.30 | 0.67 | FALSE |
5 | GTEx | Artery Aorta | SPATA5L1 | 0.24 | 0.30 | enet | 13 | 0.29 | 2.1e-16 | -5.2 | -5.2 | 1.7e-07 | 0.73 | 0.30 | 0.70 | FALSE |
6 | GTEx | Artery Coronary | SPATA5L1 | 0.26 | 0.30 | lasso | 3 | 0.28 | 3.8e-10 | -5.2 | -5.2 | 1.7e-07 | 0.72 | 0.30 | 0.70 | FALSE |
7 | GTEx | Artery Tibial | SPATA5L1 | 0.21 | 0.21 | enet | 20 | 0.22 | 4.6e-17 | -5.2 | -5.2 | 2.4e-07 | 0.68 | 0.29 | 0.71 | FALSE |
8 | GTEx | Breast Mammary Tissue | SPATA5L1 | 0.31 | 0.17 | lasso | 7 | 0.18 | 2.4e-09 | -5.2 | -5.1 | 2.8e-07 | 0.70 | 0.30 | 0.70 | FALSE |
9 | GTEx | Cells EBV-transformed lymphocytes | SPATA5L1 | 0.17 | 0.18 | enet | 18 | 0.18 | 2.1e-06 | -5.2 | -5.2 | 2.0e-07 | 0.70 | 0.27 | 0.62 | FALSE |
10 | GTEx | Cells Transformed fibroblasts | SPATA5L1 | 0.30 | 0.41 | lasso | 5 | 0.41 | 9.7e-33 | -5.2 | -5.2 | 1.8e-07 | 0.73 | 0.30 | 0.70 | FALSE |
11 | GTEx | Colon Sigmoid | SPATA5L1 | 0.17 | 0.21 | lasso | 3 | 0.18 | 6.4e-07 | -5.2 | -5.2 | 2.0e-07 | 0.72 | 0.29 | 0.70 | FALSE |
12 | GTEx | Colon Transverse | SPATA5L1 | 0.19 | 0.16 | lasso | 2 | 0.14 | 2.7e-07 | -5.2 | -5.2 | 2.3e-07 | 0.73 | 0.30 | 0.69 | FALSE |
13 | GTEx | Esophagus Gastroesophageal Junction | SPATA5L1 | 0.18 | 0.20 | lasso | 10 | 0.14 | 8.2e-06 | -5.2 | -5.2 | 2.2e-07 | 0.73 | 0.31 | 0.67 | FALSE |
14 | GTEx | Esophagus Mucosa | SPATA5L1 | 0.17 | 0.14 | enet | 21 | 0.15 | 5.0e-10 | -5.2 | -5.4 | 5.3e-08 | 0.75 | 0.30 | 0.70 | FALSE |
15 | GTEx | Esophagus Mucosa | GATM | 0.10 | 0.04 | enet | 20 | 0.10 | 5.7e-07 | -4.9 | 5.5 | 3.2e-08 | -0.89 | 0.06 | 0.94 | FALSE |
16 | GTEx | Esophagus Muscularis | SPATA5L1 | 0.24 | 0.24 | lasso | 4 | 0.24 | 4.7e-15 | -5.2 | -5.2 | 1.7e-07 | 0.74 | 0.30 | 0.70 | FALSE |
17 | GTEx | Heart Atrial Appendage | SPATA5L1 | 0.15 | 0.10 | lasso | 5 | 0.06 | 1.4e-03 | -5.2 | -5.3 | 1.1e-07 | 0.72 | 0.18 | 0.71 | FALSE |
18 | GTEx | Heart Left Ventricle | SPATA5L1 | 0.10 | 0.09 | enet | 9 | 0.06 | 4.3e-04 | -5.2 | -5.3 | 1.3e-07 | 0.72 | 0.27 | 0.66 | FALSE |
19 | GTEx | Lung | GATM | 0.04 | 0.04 | lasso | 2 | 0.02 | 8.2e-03 | -5.2 | 5.2 | 2.1e-07 | -0.89 | 0.05 | 0.82 | FALSE |
20 | GTEx | Muscle Skeletal | SPATA5L1 | 0.10 | 0.12 | lasso | 6 | 0.10 | 1.9e-10 | -5.2 | -5.3 | 1.4e-07 | 0.73 | 0.31 | 0.68 | FALSE |
21 | GTEx | Muscle Skeletal | GATM | 0.13 | 0.10 | lasso | 6 | 0.11 | 9.3e-11 | -5.2 | -5.2 | 2.3e-07 | 0.72 | 0.30 | 0.70 | FALSE |
22 | GTEx | Nerve Tibial | SPATA5L1 | 0.20 | 0.33 | lasso | 10 | 0.33 | 5.3e-24 | -5.2 | -5.2 | 1.9e-07 | 0.72 | 0.30 | 0.70 | FALSE |
23 | GTEx | Nerve Tibial | GATM | 0.07 | 0.04 | lasso | 2 | 0.08 | 1.9e-06 | 2.2 | 5.2 | 1.8e-07 | -0.49 | 0.23 | 0.54 | FALSE |
24 | GTEx | Skin Sun Exposed Lower leg | SPATA5L1 | 0.07 | 0.10 | lasso | 4 | 0.10 | 2.4e-08 | -5.2 | -5.2 | 1.7e-07 | 0.72 | 0.30 | 0.70 | FALSE |
25 | GTEx | Skin Sun Exposed Lower leg | GATM | 0.11 | 0.11 | lasso | 7 | 0.11 | 3.5e-09 | -5.2 | 5.4 | 8.4e-08 | -0.72 | 0.31 | 0.69 | FALSE |
26 | GTEx | Small Intestine Terminal Ileum | SPATA5L1 | 0.23 | 0.26 | lasso | 1 | 0.26 | 1.6e-06 | -5.2 | -5.2 | 1.7e-07 | 0.72 | 0.19 | 0.48 | FALSE |
27 | GTEx | Spleen | SPATA5L1 | 0.27 | 0.19 | lasso | 1 | 0.15 | 9.8e-05 | -5.2 | -5.2 | 1.7e-07 | 0.72 | 0.18 | 0.43 | FALSE |
28 | GTEx | Thyroid | SPATA5L1 | 0.19 | 0.23 | lasso | 6 | 0.23 | 1.6e-17 | -5.2 | -5.2 | 2.7e-07 | 0.71 | 0.31 | 0.69 | FALSE |
29 | GTEx | Thyroid | GATM | 0.14 | 0.13 | lasso | 5 | 0.17 | 8.4e-13 | -5.2 | 5.9 | 3.9e-09 | -0.91 | 0.04 | 0.96 | FALSE |
30 | GTEx | Whole Blood | SPATA5L1 | 0.24 | 0.26 | lasso | 5 | 0.26 | 2.4e-24 | -5.2 | -5.2 | 2.6e-07 | 0.71 | 0.29 | 0.71 | FALSE |
31 | METSIM | Adipose | GATM | 0.11 | 0.22 | lasso | 12 | 0.22 | 6.7e-33 | -5.1 | 5.3 | 1.5e-07 | -0.75 | 0.30 | 0.70 | FALSE |
32 | METSIM | Adipose | SPATA5L1 | 0.16 | 0.26 | lasso | 20 | 0.25 | 2.0e-37 | -5.2 | -5.2 | 2.3e-07 | 0.73 | 0.31 | 0.69 | FALSE |
33 | NTR | Blood | GATM | 0.03 | 0.02 | lasso | 7 | 0.02 | 8.3e-08 | -5.2 | 5.4 | 8.5e-08 | -0.76 | 0.25 | 0.75 | FALSE |
34 | NTR | Blood | SPATA5L1 | 0.05 | 0.08 | lasso | 11 | 0.08 | 1.6e-25 | -5.2 | -5.2 | 2.1e-07 | 0.76 | 0.34 | 0.66 | FALSE |
35 | YFS | Blood | GATM | 0.03 | 0.05 | lasso | 19 | 0.06 | 4.1e-19 | -5.8 | 6.0 | 1.9e-09 | -0.94 | 0.01 | 0.99 | TRUE |
36 | YFS | Blood | SPATA5L1 | 0.21 | 0.45 | lasso | 16 | 0.45 | 7.5e-166 | -5.1 | -5.2 | 2.7e-07 | 0.74 | 0.36 | 0.64 | FALSE |
37 | The Cancer Genome Atlas | Breast Invasive Carcinoma | GATM | 0.02 | 0.03 | lasso | 3 | 0.02 | 7.3e-06 | -5.2 | 5.2 | 1.8e-07 | -0.73 | 0.29 | 0.70 | FALSE |
38 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SPATA5L1 | 0.05 | 0.08 | lasso | 2 | 0.07 | 7.6e-15 | -5.1 | -5.1 | 2.8e-07 | 0.73 | 0.20 | 0.80 | FALSE |
39 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | SPATA5L1 | 0.08 | 0.01 | blup | 33 | 0.03 | 1.2e-02 | -5.0 | -5.6 | 2.2e-08 | 0.89 | 0.01 | 0.67 | FALSE |
40 | The Cancer Genome Atlas | Colon Adenocarcinoma | GATM | 0.35 | 0.18 | blup | 41 | 0.18 | 2.4e-10 | -5.8 | 5.7 | 1.2e-08 | -0.95 | 0.01 | 0.99 | FALSE |
41 | The Cancer Genome Atlas | Glioblastoma Multiforme | SPATA5L1 | 0.13 | 0.10 | enet | 8 | 0.06 | 5.0e-03 | -5.2 | -5.2 | 1.8e-07 | 0.73 | 0.07 | 0.39 | FALSE |
42 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | GATM | 0.02 | 0.01 | blup | 41 | 0.01 | 1.0e-02 | -5.1 | 5.8 | 8.5e-09 | -0.88 | 0.04 | 0.78 | FALSE |
43 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SLC28A2 | 0.03 | 0.04 | blup | 55 | 0.03 | 7.3e-03 | -5.3 | 5.2 | 2.2e-07 | -0.89 | 0.03 | 0.58 | FALSE |
44 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SPATA5L1 | 0.12 | 0.17 | lasso | 7 | 0.15 | 3.7e-09 | -5.2 | -5.2 | 1.7e-07 | 0.72 | 0.19 | 0.81 | FALSE |
45 | The Cancer Genome Atlas | Brain Lower Grade Glioma | GATM | 0.02 | 0.02 | enet | 8 | 0.02 | 1.8e-03 | -5.2 | 5.2 | 2.2e-07 | -0.73 | 0.19 | 0.55 | FALSE |
46 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SPATA5L1 | 0.10 | 0.18 | enet | 15 | 0.18 | 2.7e-20 | -5.2 | -5.2 | 2.0e-07 | 0.73 | 0.19 | 0.81 | FALSE |
47 | The Cancer Genome Atlas | Lung Adenocarcinoma | GATM | 0.04 | 0.01 | blup | 41 | 0.02 | 1.8e-03 | -5.7 | 6.0 | 2.0e-09 | -0.97 | 0.01 | 0.85 | FALSE |
48 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | GATM | 0.02 | 0.01 | blup | 41 | 0.02 | 5.1e-03 | -5.2 | 5.9 | 4.2e-09 | -0.88 | 0.02 | 0.74 | FALSE |
49 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | SPATA5L1 | 0.06 | 0.09 | enet | 6 | 0.08 | 5.2e-06 | -5.2 | -5.2 | 1.8e-07 | 0.73 | 0.14 | 0.85 | FALSE |
50 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SPATA5L1 | 0.13 | 0.21 | lasso | 7 | 0.20 | 1.1e-08 | -5.2 | -5.2 | 2.0e-07 | 0.73 | 0.18 | 0.82 | FALSE |
51 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | GATM | 0.09 | 0.10 | lasso | 1 | 0.09 | 1.6e-04 | -5.5 | 5.5 | 3.0e-08 | -0.75 | 0.14 | 0.55 | FALSE |
52 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | SPATA5L1 | 0.12 | 0.11 | enet | 14 | 0.11 | 3.1e-05 | -5.2 | -5.2 | 2.0e-07 | 0.73 | 0.12 | 0.76 | FALSE |
53 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GATM | 0.03 | 0.03 | blup | 41 | 0.04 | 7.3e-05 | -5.2 | 5.8 | 5.4e-09 | -0.86 | 0.07 | 0.91 | FALSE |
54 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SPATA5L1 | 0.14 | 0.21 | lasso | 2 | 0.21 | 1.5e-21 | -5.2 | -5.2 | 2.5e-07 | 0.73 | 0.20 | 0.80 | FALSE |
55 | The Cancer Genome Atlas | Soft Tissue Sarcoma | SPATA5L1 | 0.05 | 0.07 | enet | 6 | 0.05 | 7.2e-04 | -5.1 | -5.2 | 1.8e-07 | 0.73 | 0.15 | 0.78 | FALSE |
56 | The Cancer Genome Atlas | Stomach Adenocarcinoma | SPATA5L1 | 0.05 | 0.06 | blup | 33 | 0.06 | 2.9e-05 | -5.2 | -5.3 | 1.3e-07 | 0.77 | 0.09 | 0.88 | FALSE |
57 | The Cancer Genome Atlas | Thyroid Carcinoma | GATM | 0.03 | 0.03 | blup | 41 | 0.02 | 1.7e-03 | -5.2 | 5.5 | 3.7e-08 | -0.80 | 0.11 | 0.63 | FALSE |