Best TWAS P=1.6e-23 · Best GWAS P=2.5e-22 conditioned to 0.00655
# | 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 | FADS1 | 0.14 | 0.16 | lasso | 2 | 0.16 | 7.2e-19 | -9.0 | 9.0 | 2.7e-19 | -0.91 | 0.64 | 0.36 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | FEN1 | 0.07 | 0.06 | lasso | 4 | 0.06 | 1.1e-07 | -9.0 | -9.0 | 2.0e-19 | 0.91 | 0.04 | 0.96 | FALSE |
3 | GTEx | Artery Tibial | FADS2 | 0.08 | 0.02 | lasso | 4 | 0.02 | 6.9e-03 | -8.2 | -6.3 | 3.9e-10 | 0.68 | 0.08 | 0.84 | FALSE |
4 | GTEx | Artery Tibial | TMEM258 | 0.08 | 0.05 | lasso | 5 | 0.02 | 1.1e-02 | -8.9 | -8.9 | 7.0e-19 | 0.89 | 0.05 | 0.94 | FALSE |
5 | GTEx | Brain Cerebellum | FADS1 | 0.35 | 0.24 | enet | 16 | 0.30 | 2.1e-09 | -9.7 | 9.5 | 2.7e-21 | -0.92 | 0.01 | 0.99 | FALSE |
6 | GTEx | Brain Cerebellum | FADS3 | 0.26 | 0.18 | lasso | 4 | 0.14 | 5.7e-05 | -9.7 | 9.6 | 5.8e-22 | -0.99 | 0.01 | 0.96 | FALSE |
7 | GTEx | Brain Putamen basal ganglia | FADS1 | 0.29 | 0.21 | enet | 30 | 0.16 | 1.4e-04 | -9.0 | 8.2 | 1.6e-16 | -0.72 | 0.01 | 0.95 | FALSE |
8 | GTEx | Breast Mammary Tissue (Female) | TMEM258 | 0.20 | 0.02 | lasso | 7 | 0.00 | 2.3e-01 | -5.8 | -7.5 | 6.2e-14 | 0.71 | 0.02 | 0.68 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | TMEM258 | 0.15 | 0.05 | enet | 15 | 0.07 | 1.1e-05 | -8.2 | -8.0 | 1.4e-15 | 0.75 | 0.04 | 0.95 | FALSE |
10 | GTEx | Colon Transverse | FADS2 | 0.18 | 0.11 | lasso | 7 | 0.16 | 8.1e-08 | -3.1 | -6.1 | 8.3e-10 | 0.80 | 0.01 | 0.99 | FALSE |
11 | GTEx | Esophagus Mucosa | FADS1 | 0.11 | 0.00 | lasso | 4 | 0.02 | 1.9e-02 | -8.7 | 8.2 | 2.1e-16 | -0.80 | 0.02 | 0.95 | FALSE |
12 | GTEx | Muscle Skeletal | FADS2 | 0.08 | 0.04 | lasso | 2 | 0.03 | 5.9e-04 | -9.3 | -8.0 | 1.8e-15 | 0.78 | 0.20 | 0.78 | FALSE |
13 | GTEx | Pancreas | FADS1 | 0.17 | 0.13 | lasso | 6 | 0.12 | 1.2e-05 | -9.7 | 9.8 | 6.9e-23 | -0.99 | 0.00 | 1.00 | FALSE |
14 | NTR | Blood | C11orf10 | 0.06 | 0.08 | bslmm | 399 | 0.08 | 1.3e-24 | -8.2 | -8.6 | 8.2e-18 | 0.85 | 0.94 | 0.06 | FALSE |
15 | ROSMAP | Brain Pre-frontal Cortex | TMEM258 | 0.14 | 0.16 | lasso | 4 | 0.15 | 4.7e-19 | -8.2 | -8.4 | 3.6e-17 | 0.84 | 0.94 | 0.06 | FALSE |
16 | ROSMAP | Brain Pre-frontal Cortex | FADS1 | 0.08 | 0.08 | enet | 10 | 0.09 | 1.5e-11 | -8.7 | 9.1 | 1.0e-19 | -0.94 | 0.02 | 0.98 | FALSE |
17 | YFS | Blood | FADS1 | 0.11 | 0.08 | lasso | 8 | 0.09 | 6.1e-29 | -3.1 | -6.3 | 3.1e-10 | 0.82 | 1.00 | 0.00 | FALSE |
18 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FADS1 | 0.04 | 0.00 | blup | 53 | 0.01 | 1.4e-03 | -1.1 | 7.9 | 3.9e-15 | -0.68 | 0.01 | 0.67 | FALSE |
19 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | FADS1 | 0.06 | 0.03 | lasso | 4 | 0.04 | 7.4e-03 | -9.7 | 8.8 | 1.1e-18 | -0.92 | 0.01 | 0.86 | FALSE |
20 | The Cancer Genome Atlas | Colon Adenocarcinoma | FADS2 | 0.30 | 0.21 | lasso | 2 | 0.22 | 6.7e-13 | -3.1 | -5.2 | 1.9e-07 | 0.76 | 0.96 | 0.04 | FALSE |
21 | The Cancer Genome Atlas | Glioblastoma Multiforme | TMEM216 | 0.29 | -0.01 | enet | 20 | 0.01 | 1.4e-01 | 3.6 | 5.4 | 5.2e-08 | 0.04 | 0.00 | 0.00 | TRUE |
22 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PGA5 | 0.06 | 0.04 | blup | 5 | 0.03 | 1.1e-04 | 4.9 | 5.4 | 5.3e-08 | -0.02 | 0.00 | 0.88 | FALSE |
23 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FADS2 | 0.33 | 0.27 | lasso | 9 | 0.35 | 9.3e-21 | -3.1 | -5.5 | 2.9e-08 | 0.80 | 0.22 | 0.78 | FALSE |
24 | The Cancer Genome Atlas | Brain Lower Grade Glioma | FADS1 | 0.05 | 0.05 | blup | 53 | 0.04 | 6.8e-05 | -7.3 | 7.8 | 4.6e-15 | -0.74 | 0.24 | 0.73 | FALSE |
25 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | FADS1 | 0.20 | 0.01 | blup | 51 | 0.07 | 3.2e-04 | -9.0 | 10.0 | 1.6e-23 | -0.85 | 0.02 | 0.94 | TRUE |
26 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | FADS2 | 0.02 | 0.01 | blup | 71 | 0.02 | 1.9e-03 | -9.3 | -8.2 | 3.3e-16 | 0.85 | 0.02 | 0.82 | FALSE |
27 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C11orf10 | 0.02 | 0.01 | enet | 11 | 0.01 | 1.6e-02 | -8.2 | -6.2 | 7.5e-10 | 0.61 | 0.04 | 0.29 | FALSE |
28 | The Cancer Genome Atlas | Prostate Adenocarcinoma | FADS1 | 0.06 | 0.04 | blup | 53 | 0.03 | 2.0e-04 | -9.7 | 9.5 | 1.7e-21 | -0.85 | 0.00 | 0.98 | FALSE |
29 | The Cancer Genome Atlas | Stomach Adenocarcinoma | FADS2 | 0.15 | 0.05 | blup | 71 | 0.11 | 2.5e-08 | -3.1 | -5.8 | 6.8e-09 | 0.72 | 0.06 | 0.94 | FALSE |
30 | The Cancer Genome Atlas | Thyroid Carcinoma | C11orf10 | 0.02 | 0.02 | blup | 44 | 0.02 | 1.8e-03 | -7.5 | -9.0 | 1.8e-19 | 0.92 | 0.01 | 0.78 | FALSE |