Best TWAS P=4.57e-31 · Best GWAS P=8.49e-37 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 | CommonMind | Brain Pre-frontal Cortex | FUT8 | 0.06 | 0.02 | blup | 516 | 0.03 | 1.2e-04 | -4.45 | 8.1 | 8.4e-16 | 0.27 | 0.48 | 0.02 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | MAX | 0.15 | 0.16 | lasso | 2 | 0.16 | 1.2e-18 | 11.31 | -11.6 | 4.6e-31 | -0.55 | 1.00 | 0.00 | TRUE |
3 | CommonMind | Brain Pre-frontal Cortex | SPTB | 0.06 | 0.05 | bslmm | 528 | 0.05 | 9.5e-07 | 2.86 | -5.7 | 1.3e-08 | -0.30 | 0.83 | 0.08 | FALSE |
4 | GTEx | Adipose Subcutaneous | RAB15 | 0.48 | 0.07 | enet | 82 | 0.18 | 5.7e-15 | 0.59 | 5.6 | 2.5e-08 | 0.35 | 1.00 | 0.00 | TRUE |
5 | GTEx | Artery Aorta | FUT8 | 0.13 | 0.01 | enet | 24 | 0.00 | 2.5e-01 | -4.45 | 6.9 | 6.9e-12 | 0.22 | 0.26 | 0.04 | FALSE |
6 | GTEx | Artery Aorta | SPTB | 0.13 | 0.00 | enet | 11 | 0.01 | 9.0e-02 | 4.99 | 5.8 | 7.6e-09 | 0.23 | 0.08 | 0.05 | FALSE |
7 | GTEx | Brain Cerebellum | ZBTB25 | 0.23 | 0.12 | lasso | 4 | 0.14 | 5.7e-05 | -7.17 | 6.9 | 4.5e-12 | 0.07 | 0.24 | 0.05 | FALSE |
8 | GTEx | Breast Mammary Tissue (Female) | RP11-840I19.5 | 0.06 | -0.01 | lasso | 1 | 0.08 | 2.8e-03 | -7.39 | 7.4 | 1.5e-13 | 0.15 | 0.04 | 0.06 | TRUE |
9 | GTEx | Cells Transformed fibroblasts | RAB15 | 0.64 | 0.08 | enet | 41 | 0.33 | 1.3e-25 | 6.35 | 7.6 | 2.8e-14 | 0.46 | 1.00 | 0.00 | FALSE |
10 | GTEx | Colon Transverse | MTHFD1 | 0.20 | 0.01 | enet | 49 | 0.02 | 6.2e-02 | 1.63 | -7.0 | 3.0e-12 | -0.20 | 0.14 | 0.37 | TRUE |
11 | GTEx | Esophagus Muscularis | RAB15 | 0.35 | 0.06 | enet | 23 | 0.17 | 1.2e-10 | 6.35 | 6.1 | 1.0e-09 | 0.56 | 0.81 | 0.19 | TRUE |
12 | GTEx | Liver | CHURC1 | 0.27 | 0.19 | enet | 31 | 0.17 | 2.1e-05 | 1.80 | -5.8 | 7.9e-09 | -0.36 | 0.57 | 0.04 | FALSE |
13 | GTEx | Muscle Skeletal | FNTB | 0.05 | 0.02 | lasso | 6 | 0.01 | 5.8e-02 | 9.78 | -9.6 | 9.2e-22 | -0.53 | 0.26 | 0.43 | FALSE |
14 | GTEx | Nerve Tibial | RAB15 | 0.35 | 0.15 | enet | 68 | 0.18 | 4.7e-13 | 8.34 | 10.1 | 5.1e-24 | 0.43 | 1.00 | 0.00 | FALSE |
15 | GTEx | Pituitary | RAB15 | 0.32 | 0.03 | enet | 16 | 0.10 | 1.9e-03 | 10.53 | 9.6 | 8.7e-22 | 0.63 | 0.16 | 0.44 | TRUE |
16 | GTEx | Spleen | FUT8 | 0.17 | 0.03 | lasso | 3 | 0.02 | 9.9e-02 | 4.40 | 5.3 | 1.4e-07 | 0.02 | 0.16 | 0.05 | FALSE |
17 | GTEx | Testis | RAB15 | 0.23 | 0.16 | lasso | 5 | 0.13 | 2.8e-06 | 6.35 | 6.8 | 1.5e-11 | 0.59 | 0.16 | 0.78 | FALSE |
18 | GTEx | Testis | PPP1R36 | 0.29 | 0.25 | enet | 17 | 0.28 | 1.1e-12 | -3.98 | 6.9 | 5.6e-12 | 0.36 | 1.00 | 0.00 | TRUE |
19 | GTEx | Thyroid | RAB15 | 0.26 | 0.04 | enet | 52 | 0.08 | 1.5e-06 | 6.35 | 7.7 | 1.8e-14 | 0.41 | 0.90 | 0.08 | TRUE |
20 | METSIM | Adipose | RAB15 | 0.10 | 0.04 | enet | 22 | 0.08 | 3.8e-12 | 8.49 | 6.8 | 7.1e-12 | 0.56 | 1.00 | 0.00 | FALSE |
21 | YFS | Blood | FNTB | 0.43 | 0.40 | enet | 18 | 0.42 | 1.1e-151 | -7.12 | -8.6 | 1.3e-17 | 0.16 | 1.00 | 0.00 | TRUE |
22 | YFS | Blood | MAX | 0.04 | 0.02 | lasso | 4 | 0.02 | 2.8e-06 | 7.64 | -8.3 | 8.3e-17 | -0.66 | 0.69 | 0.26 | FALSE |
23 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | FNTB | 0.10 | 0.03 | blup | 107 | 0.07 | 7.9e-07 | 1.86 | -7.4 | 1.4e-13 | -0.36 | 0.85 | 0.02 | FALSE |
24 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RAB15 | 0.02 | 0.01 | blup | 49 | 0.02 | 6.7e-05 | 2.64 | 6.6 | 3.8e-11 | 0.57 | 0.38 | 0.34 | FALSE |
25 | The Cancer Genome Atlas | Esophageal Carcinoma | FNTB | 0.09 | 0.05 | lasso | 3 | 0.04 | 2.6e-02 | 9.04 | -7.8 | 6.3e-15 | -0.61 | 0.06 | 0.22 | FALSE |
26 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | FNTB | 0.06 | 0.02 | blup | 106 | 0.04 | 3.7e-05 | 2.22 | -9.4 | 6.6e-21 | -0.51 | 0.16 | 0.38 | FALSE |
27 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | RAB15 | 0.03 | 0.00 | blup | 49 | 0.01 | 1.8e-02 | 8.20 | 6.2 | 5.9e-10 | 0.59 | 0.05 | 0.64 | FALSE |
28 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | RAB15 | 0.14 | 0.07 | enet | 15 | 0.09 | 5.5e-10 | 8.34 | 8.7 | 2.9e-18 | 0.56 | 0.65 | 0.35 | FALSE |
29 | The Cancer Genome Atlas | Brain Lower Grade Glioma | FUT8 | 0.04 | 0.02 | lasso | 4 | 0.02 | 3.6e-03 | -5.81 | 5.7 | 1.6e-08 | 0.03 | 0.13 | 0.55 | TRUE |
30 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RAB15 | 0.04 | 0.05 | blup | 49 | 0.06 | 2.5e-07 | 2.64 | 7.0 | 2.2e-12 | 0.62 | 0.49 | 0.48 | FALSE |
31 | The Cancer Genome Atlas | Lung Adenocarcinoma | RAB15 | 0.04 | 0.01 | enet | 5 | 0.03 | 1.9e-04 | 11.94 | 10.9 | 8.9e-28 | 0.82 | 0.00 | 0.97 | TRUE |
32 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | RAB15 | 0.11 | 0.01 | enet | 12 | 0.06 | 1.1e-04 | 2.85 | 5.7 | 1.0e-08 | 0.51 | 0.02 | 0.85 | FALSE |
33 | The Cancer Genome Atlas | Prostate Adenocarcinoma | RAB15 | 0.04 | 0.00 | blup | 49 | 0.01 | 6.9e-02 | 8.34 | 7.4 | 1.8e-13 | 0.51 | 0.11 | 0.11 | TRUE |
34 | The Cancer Genome Atlas | Soft Tissue Sarcoma | FNTB | 0.05 | 0.04 | blup | 107 | 0.03 | 6.5e-03 | 1.75 | -5.3 | 9.1e-08 | -0.51 | 0.22 | 0.17 | FALSE |