Best TWAS P=6.29e-22 · Best GWAS P=7.2e-24 conditioned to 1
# | 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 | ARFGEF2 | 0.09 | 0.05 | lasso | 8 | 0.10 | 9.2e-13 | 10.0 | -9.6 | 6.3e-22 | -0.82 | 0.00 | 1.00 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | CSE1L | 0.08 | 0.07 | bslmm | 503 | 0.05 | 1.7e-06 | -3.1 | -5.7 | 1.4e-08 | -0.58 | 0.87 | 0.13 | TRUE |
3 | GTEx | Artery Tibial | CSE1L | 0.12 | 0.03 | lasso | 6 | 0.04 | 3.8e-04 | -3.1 | -5.9 | 4.6e-09 | -0.68 | 0.21 | 0.78 | FALSE |
4 | GTEx | Cells Transformed fibroblasts | STAU1 | 0.08 | 0.03 | lasso | 6 | 0.02 | 2.3e-02 | 7.0 | 8.1 | 7.1e-16 | 0.85 | 0.03 | 0.92 | FALSE |
5 | GTEx | Cells Transformed fibroblasts | ZFAS1 | 0.06 | 0.05 | enet | 5 | 0.03 | 2.6e-03 | -5.4 | 5.5 | 5.0e-08 | 0.29 | 0.41 | 0.26 | FALSE |
6 | GTEx | Colon Sigmoid | ARFGEF2 | 0.15 | 0.12 | lasso | 1 | 0.07 | 2.3e-03 | 6.4 | -6.4 | 1.6e-10 | -0.60 | 0.06 | 0.59 | FALSE |
7 | GTEx | Colon Sigmoid | CSE1L | 0.18 | 0.12 | lasso | 11 | 0.09 | 4.4e-04 | 7.6 | -7.7 | 1.3e-14 | -0.80 | 0.13 | 0.82 | FALSE |
8 | GTEx | Colon Transverse | ARFGEF2 | 0.11 | 0.07 | enet | 12 | 0.09 | 2.9e-05 | -3.1 | -7.3 | 2.1e-13 | -0.78 | 0.05 | 0.93 | FALSE |
9 | GTEx | Esophagus Mucosa | CSE1L | 0.09 | 0.06 | lasso | 4 | 0.06 | 6.9e-05 | 7.6 | -7.1 | 1.0e-12 | -0.80 | 0.24 | 0.69 | FALSE |
10 | GTEx | Esophagus Mucosa | ZFAS1 | 0.15 | 0.01 | enet | 16 | 0.01 | 8.9e-02 | 8.8 | 8.0 | 1.1e-15 | 0.69 | 0.06 | 0.78 | TRUE |
11 | GTEx | Lung | CSE1L | 0.10 | 0.09 | lasso | 5 | 0.08 | 6.6e-07 | 7.0 | -7.2 | 6.4e-13 | -0.73 | 0.49 | 0.50 | FALSE |
12 | GTEx | Muscle Skeletal | PREX1 | 0.14 | 0.09 | enet | 23 | 0.13 | 2.5e-12 | 7.5 | 6.2 | 6.6e-10 | 0.51 | 0.82 | 0.18 | FALSE |
13 | GTEx | Skin Not Sun Exposed Suprapubic | ZFAS1 | 0.16 | 0.04 | enet | 19 | 0.07 | 1.0e-04 | 6.7 | 7.3 | 2.7e-13 | 0.69 | 0.03 | 0.93 | TRUE |
14 | GTEx | Skin Sun Exposed Lower leg | CSE1L | 0.08 | 0.03 | lasso | 2 | 0.03 | 9.5e-04 | 7.8 | -7.4 | 9.5e-14 | -0.81 | 0.38 | 0.32 | FALSE |
15 | GTEx | Skin Sun Exposed Lower leg | ZFAS1 | 0.07 | 0.03 | enet | 14 | 0.05 | 5.8e-05 | 8.7 | 7.4 | 1.3e-13 | 0.77 | 0.18 | 0.76 | FALSE |
16 | GTEx | Testis | ARFGEF2 | 0.20 | 0.20 | lasso | 7 | 0.24 | 5.4e-11 | 7.0 | -8.9 | 6.8e-19 | -0.91 | 0.02 | 0.98 | FALSE |
17 | METSIM | Adipose | ARFGEF2 | 0.04 | 0.03 | lasso | 12 | 0.02 | 9.8e-05 | 10.1 | -9.6 | 1.3e-21 | -0.98 | 0.02 | 0.98 | TRUE |
18 | NTR | Blood | NCRNA00275 | 0.07 | 0.06 | lasso | 4 | 0.08 | 9.7e-25 | -3.3 | -7.0 | 2.7e-12 | -0.53 | 1.00 | 0.00 | FALSE |
19 | NTR | Blood | SNORD12B | 0.03 | 0.05 | lasso | 8 | 0.05 | 1.9e-14 | 8.7 | -9.4 | 6.2e-21 | -0.96 | 0.07 | 0.93 | FALSE |
20 | ROSMAP | Brain Pre-frontal Cortex | CSE1L | 0.04 | 0.02 | enet | 16 | 0.02 | 2.8e-03 | 6.4 | -7.1 | 1.0e-12 | -0.72 | 0.14 | 0.84 | FALSE |
21 | YFS | Blood | CSE1L | 0.06 | 0.05 | enet | 21 | 0.06 | 2.0e-19 | -3.1 | -6.1 | 1.3e-09 | -0.60 | 1.00 | 0.00 | FALSE |
22 | The Cancer Genome Atlas | Breast Invasive Carcinoma | STAU1 | 0.01 | 0.01 | blup | 54 | 0.01 | 6.1e-03 | -5.4 | -6.7 | 2.8e-11 | -0.46 | 0.03 | 0.13 | FALSE |
23 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CSE1L | 0.03 | 0.05 | lasso | 1 | 0.03 | 9.3e-05 | 7.0 | -7.0 | 3.6e-12 | -0.75 | 0.30 | 0.62 | FALSE |
24 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CSE1L | 0.05 | 0.07 | blup | 50 | 0.07 | 3.2e-08 | 7.5 | -7.3 | 2.1e-13 | -0.80 | 0.40 | 0.60 | FALSE |
25 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ARFGEF2 | 0.05 | 0.04 | lasso | 5 | 0.05 | 3.2e-06 | 10.0 | -9.5 | 2.8e-21 | -0.94 | 0.00 | 1.00 | FALSE |
26 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C20orf199 | 0.04 | 0.00 | enet | 8 | 0.02 | 6.4e-03 | 3.8 | 6.0 | 2.7e-09 | 0.62 | 0.01 | 0.51 | TRUE |
27 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | C20orf199 | 0.05 | 0.06 | lasso | 4 | 0.06 | 1.0e-04 | 8.8 | 8.8 | 1.8e-18 | 0.92 | 0.00 | 0.96 | FALSE |
28 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | CSE1L | 0.13 | 0.03 | blup | 50 | 0.07 | 1.4e-03 | 7.0 | -5.7 | 1.2e-08 | -0.60 | 0.03 | 0.26 | FALSE |
29 | The Cancer Genome Atlas | Thyroid Carcinoma | ARFGEF2 | 0.06 | 0.01 | blup | 79 | 0.03 | 4.2e-04 | -4.4 | -6.2 | 4.1e-10 | -0.42 | 0.75 | 0.05 | FALSE |
30 | The Cancer Genome Atlas | Thyroid Carcinoma | DDX27 | 0.08 | 0.05 | lasso | 3 | 0.05 | 1.9e-05 | 8.7 | 7.6 | 2.5e-14 | 0.85 | 0.06 | 0.90 | TRUE |