Best TWAS P=7.45e-34 · Best GWAS P=4.69e-31 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 | GTEx | Adipose Subcutaneous | CYCSP34 | 0.08 | 0.03 | lasso | 7 | 0.02 | 1.0e-02 | -9.8 | 10.0 | 2.5e-23 | 0.11 | 0.26 | 0.08 | FALSE |
2 | GTEx | Artery Tibial | CYCSP34 | 0.09 | 0.02 | lasso | 7 | 0.04 | 4.6e-04 | -9.6 | 10.3 | 9.8e-25 | 0.03 | 0.75 | 0.02 | FALSE |
3 | GTEx | Brain Caudate basal ganglia | CYCSP34 | 0.21 | 0.11 | lasso | 2 | 0.13 | 1.2e-04 | -11.1 | 11.2 | 6.0e-29 | 0.25 | 0.28 | 0.20 | FALSE |
4 | GTEx | Brain Cerebellar Hemisphere | TPTE2P5 | 0.39 | 0.27 | lasso | 4 | 0.19 | 1.6e-05 | -10.7 | 10.3 | 5.6e-25 | 0.16 | 0.68 | 0.04 | TRUE |
5 | GTEx | Brain Cerebellar Hemisphere | CYCSP34 | 0.37 | 0.29 | lasso | 6 | 0.25 | 4.8e-07 | -10.7 | 10.7 | 6.1e-27 | 0.16 | 0.79 | 0.12 | FALSE |
6 | GTEx | Brain Cerebellum | CYCSP34 | 0.39 | 0.27 | lasso | 9 | 0.29 | 3.1e-09 | -10.7 | 11.5 | 9.4e-31 | 0.22 | 0.94 | 0.04 | FALSE |
7 | GTEx | Brain Cortex | CYCSP34 | 0.35 | 0.06 | enet | 34 | 0.10 | 1.1e-03 | -10.7 | 6.0 | 1.5e-09 | 0.10 | 0.15 | 0.06 | TRUE |
8 | GTEx | Brain Frontal Cortex BA9 | TPTE2P5 | 0.22 | -0.01 | lasso | 3 | -0.01 | 5.4e-01 | -9.9 | 10.6 | 3.3e-26 | 0.21 | 0.04 | 0.31 | FALSE |
9 | GTEx | Brain Hippocampus | CYCSP34 | 0.16 | 0.25 | lasso | 2 | 0.22 | 6.1e-06 | -9.8 | 9.8 | 8.7e-23 | 0.15 | 0.39 | 0.05 | FALSE |
10 | GTEx | Brain Hypothalamus | CYCSP34 | 0.25 | 0.10 | lasso | 15 | 0.11 | 1.4e-03 | 1.2 | 7.4 | 1.3e-13 | -0.16 | 0.15 | 0.09 | FALSE |
11 | GTEx | Brain Nucleus accumbens basal ganglia | CYCSP34 | 0.20 | 0.03 | lasso | 6 | 0.11 | 5.6e-04 | -10.9 | 9.7 | 4.4e-22 | 0.10 | 0.13 | 0.06 | TRUE |
12 | GTEx | Brain Putamen basal ganglia | CYCSP34 | 0.40 | 0.04 | enet | 17 | 0.22 | 6.9e-06 | -10.7 | 8.8 | 1.1e-18 | 0.16 | 0.14 | 0.07 | FALSE |
13 | GTEx | Nerve Tibial | CYCSP34 | 0.05 | 0.01 | lasso | 4 | 0.02 | 2.8e-02 | -10.7 | 12.1 | 7.4e-34 | 0.16 | 0.28 | 0.06 | TRUE |
14 | GTEx | Pituitary | TPTE2P5 | 0.28 | 0.10 | lasso | 13 | 0.10 | 1.8e-03 | -11.1 | 10.8 | 5.1e-27 | 0.16 | 0.23 | 0.06 | FALSE |
15 | GTEx | Small Intestine Terminal Ileum | CYCSP34 | 0.25 | 0.07 | lasso | 3 | 0.05 | 3.0e-02 | -9.7 | 9.3 | 1.3e-20 | -0.01 | 0.09 | 0.06 | FALSE |
16 | GTEx | Spleen | CYCSP34 | 0.32 | 0.07 | lasso | 4 | 0.06 | 1.2e-02 | -10.1 | 11.3 | 1.6e-29 | 0.27 | 0.08 | 0.18 | FALSE |
17 | GTEx | Testis | KBTBD7 | 0.18 | 0.11 | lasso | 4 | 0.07 | 3.2e-04 | -6.1 | 7.1 | 8.7e-13 | 0.09 | 0.20 | 0.32 | TRUE |
18 | GTEx | Testis | CYCSP34 | 0.09 | 0.05 | lasso | 3 | 0.05 | 2.0e-03 | -11.1 | 8.2 | 2.1e-16 | -0.07 | 0.33 | 0.05 | TRUE |
19 | GTEx | Thyroid | TPTE2P5 | 0.17 | 0.00 | enet | 36 | 0.01 | 3.4e-02 | 9.4 | -5.7 | 9.3e-09 | -0.39 | 0.11 | 0.14 | TRUE |
20 | METSIM | Adipose | ELF1 | 0.04 | 0.02 | bslmm | 386 | 0.02 | 1.1e-03 | 0.9 | 9.7 | 1.9e-22 | 0.31 | 0.16 | 0.04 | TRUE |
21 | YFS | Blood | FOXO1 | 0.02 | 0.02 | lasso | 4 | 0.02 | 3.3e-08 | -5.0 | 10.2 | 1.3e-24 | 0.39 | 0.44 | 0.48 | FALSE |
22 | YFS | Blood | KBTBD7 | 0.13 | 0.12 | lasso | 5 | 0.12 | 5.6e-36 | -6.2 | -6.0 | 1.5e-09 | -0.04 | 1.00 | 0.00 | FALSE |
23 | YFS | Blood | MRPS31 | 0.05 | 0.02 | blup | 387 | 0.03 | 6.5e-11 | 8.8 | -10.2 | 1.2e-24 | -0.74 | 0.26 | 0.74 | TRUE |
24 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | SUGT1L1 | 0.10 | 0.00 | blup | 58 | 0.04 | 3.9e-04 | -11.1 | 10.4 | 2.1e-25 | 0.56 | 0.01 | 0.40 | FALSE |
25 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SUGT1L1 | 0.09 | 0.06 | lasso | 7 | 0.09 | 8.4e-18 | 1.1 | 5.8 | 6.4e-09 | 0.66 | 1.00 | 0.00 | FALSE |
26 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SUGT1L1 | 0.06 | 0.01 | blup | 58 | 0.03 | 1.9e-04 | 9.5 | 10.9 | 7.2e-28 | 0.67 | 0.06 | 0.18 | FALSE |
27 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | WBP4 | 0.05 | 0.02 | lasso | 2 | 0.04 | 4.0e-03 | -6.3 | -8.3 | 1.2e-16 | -0.06 | 0.07 | 0.05 | TRUE |
28 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SUGT1L1 | 0.32 | 0.22 | blup | 59 | 0.27 | 1.3e-30 | 1.2 | 5.5 | 3.2e-08 | 0.61 | 1.00 | 0.00 | FALSE |
29 | The Cancer Genome Atlas | Lung Adenocarcinoma | SUGT1L1 | 0.12 | 0.02 | blup | 58 | 0.05 | 1.4e-06 | 8.8 | 7.9 | 1.9e-15 | 0.63 | 0.76 | 0.01 | TRUE |
30 | The Cancer Genome Atlas | Soft Tissue Sarcoma | SLC25A15 | 0.06 | 0.05 | blup | 28 | 0.07 | 4.6e-05 | 1.2 | 5.2 | 1.6e-07 | -0.22 | 0.02 | 0.94 | FALSE |
31 | The Cancer Genome Atlas | Stomach Adenocarcinoma | SUGT1L1 | 0.09 | 0.06 | blup | 59 | 0.06 | 5.4e-05 | 9.5 | 6.7 | 2.4e-11 | 0.71 | 0.56 | 0.02 | FALSE |