Best TWAS P=5.25e-21 · Best GWAS P=2.14e-22 conditioned to 0.0383
# | 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 | BHMT | 0.33 | 0.34 | bslmm | 414 | 0.39 | 7.6e-50 | 4.1 | -5.2 | 2.3e-07 | -0.04 | 0.93 | 0.06 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | DHFR | 0.55 | 0.40 | bslmm | 503 | 0.65 | 4.9e-106 | -3.9 | 5.4 | 5.8e-08 | 0.06 | 0.60 | 0.29 | FALSE |
3 | GTEx | Adrenal Gland | DHFR | 0.47 | 0.22 | lasso | 10 | 0.28 | 1.1e-10 | 5.3 | 6.3 | 2.4e-10 | 0.04 | 0.00 | 1.00 | TRUE |
4 | GTEx | Brain Hypothalamus | DHFR | 0.39 | 0.31 | lasso | 16 | 0.35 | 5.7e-09 | -3.8 | 5.2 | 1.7e-07 | 0.05 | 0.22 | 0.71 | FALSE |
5 | GTEx | Esophagus Muscularis | PAPD4 | 0.10 | 0.06 | lasso | 3 | 0.06 | 1.9e-04 | 6.0 | -6.2 | 7.5e-10 | -0.01 | 0.00 | 1.00 | TRUE |
6 | GTEx | Esophagus Muscularis | DHFR | 0.34 | 0.22 | enet | 34 | 0.38 | 6.3e-24 | 3.7 | 5.8 | 6.9e-09 | 0.06 | 0.06 | 0.93 | FALSE |
7 | GTEx | Muscle Skeletal | DHFR | 0.37 | 0.42 | enet | 51 | 0.54 | 1.7e-62 | -3.8 | 5.3 | 9.8e-08 | 0.05 | 0.63 | 0.25 | FALSE |
8 | GTEx | Pituitary | LHFPL2 | 0.38 | 0.02 | lasso | 9 | 0.04 | 4.0e-02 | 3.3 | -7.7 | 1.1e-14 | 0.50 | 0.04 | 0.52 | TRUE |
9 | GTEx | Skin Not Sun Exposed Suprapubic | DHFR | 0.12 | 0.02 | lasso | 16 | 0.07 | 7.4e-05 | -3.7 | 5.3 | 1.5e-07 | 0.05 | 0.31 | 0.41 | FALSE |
10 | GTEx | Stomach | ARSB | 0.19 | 0.01 | lasso | 7 | 0.04 | 6.6e-03 | -3.8 | -6.0 | 1.6e-09 | 0.13 | 0.10 | 0.34 | TRUE |
11 | GTEx | Testis | LHFPL2 | 0.18 | -0.01 | enet | 21 | 0.10 | 2.1e-05 | 2.9 | 5.6 | 2.8e-08 | -0.26 | 0.10 | 0.18 | FALSE |
12 | METSIM | Adipose | AP3B1 | 0.07 | 0.01 | blup | 556 | 0.02 | 2.4e-04 | 4.6 | -5.5 | 4.4e-08 | 0.54 | 0.09 | 0.80 | FALSE |
13 | YFS | Blood | AP3B1 | 0.25 | 0.22 | lasso | 9 | 0.23 | 2.6e-74 | 5.3 | -5.4 | 6.5e-08 | 0.30 | 1.00 | 0.00 | FALSE |
14 | YFS | Blood | DHFR | 0.02 | 0.00 | blup | 499 | 0.01 | 2.3e-04 | -3.9 | 6.2 | 7.5e-10 | 0.08 | 0.17 | 0.56 | FALSE |
15 | The Cancer Genome Atlas | Breast Invasive Carcinoma | AP3B1 | 0.02 | 0.00 | blup | 126 | 0.01 | 1.8e-02 | -9.7 | -9.4 | 5.2e-21 | 0.85 | 0.02 | 0.90 | TRUE |
16 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | AP3B1 | 0.16 | 0.06 | enet | 18 | 0.09 | 2.2e-05 | 5.4 | -6.8 | 9.5e-12 | 0.52 | 0.06 | 0.36 | FALSE |
17 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | AP3B1 | 0.08 | 0.01 | enet | 20 | 0.02 | 9.7e-04 | -9.5 | -6.8 | 7.6e-12 | 0.60 | 0.01 | 0.87 | FALSE |
18 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ARSB | 0.12 | 0.06 | blup | 183 | 0.09 | 3.0e-10 | 4.2 | -5.9 | 4.4e-09 | 0.01 | 0.78 | 0.21 | FALSE |
19 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DHFR | 0.20 | 0.18 | enet | 24 | 0.22 | 8.4e-24 | 5.3 | 5.5 | 3.7e-08 | 0.04 | 0.00 | 1.00 | FALSE |
20 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DMGDH | 0.03 | 0.02 | lasso | 5 | 0.02 | 3.1e-03 | 5.7 | -5.3 | 9.9e-08 | -0.05 | 0.01 | 0.93 | TRUE |
21 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | DHFR | 0.13 | 0.04 | enet | 19 | 0.09 | 6.6e-06 | -3.8 | 5.6 | 1.6e-08 | 0.06 | 0.02 | 0.91 | FALSE |
22 | The Cancer Genome Atlas | Brain Lower Grade Glioma | DHFR | 0.32 | 0.29 | enet | 31 | 0.41 | 2.0e-50 | -3.9 | 5.4 | 8.2e-08 | 0.05 | 0.54 | 0.32 | FALSE |
23 | The Cancer Genome Atlas | Lung Adenocarcinoma | AP3B1 | 0.05 | 0.03 | lasso | 3 | 0.04 | 4.4e-05 | 5.4 | -5.6 | 2.2e-08 | 0.38 | 0.40 | 0.30 | FALSE |
24 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | DHFR | 0.26 | 0.25 | blup | 65 | 0.27 | 3.4e-11 | 5.3 | 5.5 | 3.2e-08 | 0.04 | 0.00 | 0.99 | FALSE |
25 | The Cancer Genome Atlas | Prostate Adenocarcinoma | AP3B1 | 0.05 | 0.02 | blup | 126 | 0.03 | 5.0e-04 | 5.9 | -8.6 | 5.6e-18 | 0.81 | 0.02 | 0.92 | FALSE |
26 | The Cancer Genome Atlas | Thyroid Carcinoma | DHFR | 0.31 | 0.19 | enet | 22 | 0.33 | 7.2e-33 | 5.3 | 5.5 | 3.8e-08 | 0.04 | 0.00 | 1.00 | FALSE |