Best TWAS P=1.64e-16 · Best GWAS P=1.41e-16 conditioned to 0.0696
# | 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 | SLCO4C1 | 0.25 | 0.28 | enet | 41 | 0.30 | 1.8e-37 | 5.1 | -5.2 | 1.7e-07 | 0.05 | 1.00 | 0.00 | TRUE |
2 | GTEx | Adipose Subcutaneous | PPIP5K2 | 0.07 | 0.10 | lasso | 3 | 0.12 | 1.2e-09 | -7.7 | 7.6 | 2.3e-14 | -0.85 | 0.22 | 0.78 | FALSE |
3 | GTEx | Adrenal Gland | PPIP5K2 | 0.16 | 0.17 | lasso | 5 | 0.18 | 5.9e-07 | -7.8 | 8.0 | 1.8e-15 | -0.89 | 0.18 | 0.82 | FALSE |
4 | GTEx | Artery Aorta | PPIP5K2 | 0.08 | 0.07 | lasso | 3 | 0.07 | 1.2e-04 | -7.7 | 7.8 | 8.6e-15 | -0.85 | 0.22 | 0.76 | FALSE |
5 | GTEx | Artery Aorta | PAM | 0.06 | 0.03 | lasso | 6 | 0.02 | 2.5e-02 | -4.3 | -5.4 | 6.6e-08 | 0.36 | 0.21 | 0.11 | FALSE |
6 | GTEx | Brain Cerebellar Hemisphere | PAM | 0.27 | 0.10 | lasso | 4 | 0.13 | 2.7e-04 | -4.5 | -5.5 | 3.1e-08 | 0.60 | 0.18 | 0.74 | FALSE |
7 | GTEx | Brain Nucleus accumbens basal ganglia | PPIP5K2 | 0.19 | 0.06 | enet | 22 | 0.05 | 1.7e-02 | -7.2 | 7.0 | 3.5e-12 | -0.85 | 0.11 | 0.61 | FALSE |
8 | GTEx | Breast Mammary Tissue | PPIP5K2 | 0.11 | 0.10 | lasso | 5 | 0.04 | 2.7e-03 | -8.0 | 7.8 | 8.1e-15 | -0.88 | 0.09 | 0.87 | FALSE |
9 | GTEx | Breast Mammary Tissue (Female) | PPIP5K2 | 0.09 | 0.01 | lasso | 7 | 0.00 | 2.9e-01 | -7.4 | 7.5 | 7.8e-14 | -0.90 | 0.08 | 0.65 | FALSE |
10 | GTEx | Cells EBV-transformed lymphocytes | PPIP5K2 | 0.37 | 0.32 | enet | 22 | 0.37 | 6.6e-13 | -7.6 | -7.3 | 3.7e-13 | 0.83 | 0.38 | 0.62 | FALSE |
11 | GTEx | Colon Sigmoid | PPIP5K2 | 0.14 | 0.00 | enet | 17 | 0.04 | 1.9e-02 | -7.9 | 6.8 | 1.2e-11 | -0.82 | 0.11 | 0.80 | FALSE |
12 | GTEx | Esophagus Gastroesophageal Junction | PPIP5K2 | 0.14 | 0.09 | lasso | 2 | 0.03 | 3.0e-02 | -8.0 | 7.5 | 6.3e-14 | -0.80 | 0.09 | 0.70 | FALSE |
13 | GTEx | Esophagus Muscularis | PPIP5K2 | 0.05 | 0.02 | enet | 14 | 0.03 | 9.8e-03 | -7.8 | 7.7 | 1.1e-14 | -0.91 | 0.12 | 0.84 | FALSE |
14 | GTEx | Muscle Skeletal | GIN1 | 0.04 | 0.01 | lasso | 3 | 0.00 | 1.5e-01 | -5.5 | -7.3 | 2.1e-13 | 0.81 | 0.12 | 0.56 | FALSE |
15 | GTEx | Nerve Tibial | PPIP5K2 | 0.11 | 0.13 | lasso | 12 | 0.11 | 6.5e-08 | -7.6 | 7.7 | 1.9e-14 | -0.84 | 0.23 | 0.77 | FALSE |
16 | GTEx | Pituitary | PPIP5K2 | 0.15 | 0.10 | enet | 13 | 0.11 | 1.2e-03 | -7.6 | 7.8 | 4.4e-15 | -0.81 | 0.13 | 0.54 | FALSE |
17 | GTEx | Skin Sun Exposed Lower leg | PAM | 0.04 | 0.00 | lasso | 4 | 0.04 | 2.3e-04 | -5.6 | -6.8 | 1.4e-11 | 0.82 | 0.09 | 0.53 | FALSE |
18 | GTEx | Spleen | PPIP5K2 | 0.18 | 0.19 | enet | 15 | 0.19 | 1.1e-05 | -7.4 | -7.4 | 1.4e-13 | 0.84 | 0.20 | 0.77 | FALSE |
19 | GTEx | Stomach | PPIP5K2 | 0.05 | 0.04 | lasso | 2 | 0.03 | 8.7e-03 | -7.6 | 7.6 | 2.1e-14 | -0.83 | 0.11 | 0.64 | FALSE |
20 | GTEx | Whole Blood | PPIP5K2 | 0.14 | 0.06 | lasso | 6 | 0.08 | 1.6e-07 | -7.6 | 6.8 | 9.6e-12 | -0.77 | 0.27 | 0.73 | FALSE |
21 | GTEx | Whole Blood | PAM | 0.20 | 0.28 | lasso | 9 | 0.27 | 1.0e-24 | -5.3 | -5.2 | 2.4e-07 | 0.74 | 1.00 | 0.00 | FALSE |
22 | METSIM | Adipose | PAM | 0.04 | 0.02 | lasso | 2 | 0.02 | 2.9e-04 | -5.4 | -5.3 | 1.3e-07 | 0.73 | 0.58 | 0.13 | FALSE |
23 | METSIM | Adipose | PPIP5K2 | 0.05 | 0.07 | blup | 347 | 0.07 | 6.3e-11 | -7.7 | 6.9 | 3.9e-12 | -0.83 | 0.14 | 0.86 | FALSE |
24 | NTR | Blood | PAM | 0.26 | 0.29 | lasso | 1 | 0.29 | 2.6e-95 | -5.3 | -5.3 | 1.3e-07 | 0.73 | 1.00 | 0.00 | FALSE |
25 | NTR | Blood | PPIP5K2 | 0.03 | 0.04 | enet | 10 | 0.04 | 5.3e-14 | -7.2 | 6.8 | 9.3e-12 | -0.76 | 0.53 | 0.47 | FALSE |
26 | ROSMAP | Brain Pre-frontal Cortex | GIN1 | 0.02 | 0.01 | blup | 253 | 0.01 | 2.3e-02 | -7.5 | -6.9 | 5.5e-12 | 0.85 | 0.07 | 0.52 | FALSE |
27 | YFS | Blood | GIN1 | 0.02 | 0.04 | lasso | 7 | 0.05 | 5.1e-17 | -7.3 | -6.7 | 1.7e-11 | 0.91 | 0.08 | 0.92 | FALSE |
28 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PPIP5K2 | 0.03 | 0.03 | lasso | 3 | 0.03 | 1.4e-03 | -7.5 | -7.7 | 9.5e-15 | 0.89 | 0.01 | 0.88 | FALSE |
29 | The Cancer Genome Atlas | Breast Invasive Carcinoma | GIN1 | 0.01 | 0.01 | blup | 21 | 0.01 | 1.7e-03 | -7.5 | -7.6 | 2.1e-14 | 0.87 | 0.02 | 0.83 | FALSE |
30 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PPIP5K2 | 0.01 | 0.01 | blup | 17 | 0.01 | 9.3e-04 | -7.6 | -7.7 | 1.5e-14 | 0.87 | 0.02 | 0.84 | FALSE |
31 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | GIN1 | 0.11 | 0.03 | blup | 21 | 0.05 | 1.7e-03 | -7.7 | -7.4 | 9.5e-14 | 0.82 | 0.01 | 0.80 | FALSE |
32 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | PPIP5K2 | 0.16 | 0.03 | lasso | 3 | 0.05 | 2.6e-03 | -7.9 | -7.4 | 1.9e-13 | 0.85 | 0.00 | 0.86 | FALSE |
33 | The Cancer Genome Atlas | Colon Adenocarcinoma | PPIP5K2 | 0.05 | 0.03 | blup | 17 | 0.03 | 7.1e-03 | -7.5 | -6.8 | 7.6e-12 | 0.78 | 0.02 | 0.69 | FALSE |
34 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PPIP5K2 | 0.04 | 0.04 | blup | 16 | 0.05 | 4.1e-06 | -7.6 | -7.2 | 8.3e-13 | 0.82 | 0.02 | 0.98 | FALSE |
35 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GIN1 | 0.13 | 0.01 | enet | 6 | 0.02 | 7.0e-03 | -7.5 | -7.4 | 1.0e-13 | 0.78 | 0.01 | 0.32 | FALSE |
36 | The Cancer Genome Atlas | Brain Lower Grade Glioma | GIN1 | 0.08 | 0.08 | lasso | 5 | 0.09 | 3.1e-10 | -7.6 | -7.0 | 1.8e-12 | 0.83 | 0.02 | 0.98 | FALSE |
37 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | PPIP5K2 | 0.04 | 0.03 | blup | 17 | 0.03 | 1.1e-02 | -7.5 | -7.2 | 5.4e-13 | 0.83 | 0.01 | 0.74 | FALSE |
38 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | PAM | 0.09 | 0.03 | lasso | 2 | 0.03 | 3.2e-02 | -8.0 | -8.2 | 1.6e-16 | 0.86 | 0.02 | 0.38 | TRUE |
39 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GIN1 | 0.03 | 0.03 | blup | 22 | 0.03 | 5.5e-04 | -7.2 | -7.4 | 1.8e-13 | 0.87 | 0.02 | 0.95 | FALSE |
40 | The Cancer Genome Atlas | Soft Tissue Sarcoma | GIN1 | 0.03 | 0.02 | blup | 21 | 0.03 | 7.9e-03 | -7.6 | -7.7 | 1.5e-14 | 0.88 | 0.01 | 0.64 | FALSE |
41 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | PPIP5K2 | 0.26 | 0.21 | lasso | 7 | 0.23 | 1.2e-08 | -7.5 | -7.1 | 9.7e-13 | 0.82 | 0.02 | 0.98 | FALSE |
42 | The Cancer Genome Atlas | Thyroid Carcinoma | GIN1 | 0.06 | 0.07 | lasso | 3 | 0.06 | 1.6e-06 | -7.6 | -7.7 | 1.3e-14 | 0.86 | 0.01 | 0.99 | FALSE |