Best TWAS P=1.11e-21 · Best GWAS P=1.17e-21 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 | FADS1 | 0.14 | 0.16 | lasso | 2 | 0.16 | 7.2e-19 | -9.50 | 9.5 | 1.8e-21 | -0.96 | 0.01 | 0.99 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | FEN1 | 0.07 | 0.06 | lasso | 4 | 0.06 | 1.1e-07 | -9.51 | -9.6 | 1.1e-21 | 0.96 | 0.01 | 0.99 | FALSE |
3 | GTEx | Adrenal Gland | INCENP | 0.23 | 0.05 | lasso | 3 | 0.03 | 3.8e-02 | 4.96 | 5.7 | 1.2e-08 | -0.43 | 0.08 | 0.08 | FALSE |
4 | GTEx | Artery Aorta | FADS2 | 0.18 | 0.17 | lasso | 3 | 0.14 | 3.2e-08 | -5.08 | -6.1 | 9.5e-10 | 0.69 | 0.23 | 0.76 | FALSE |
5 | GTEx | Artery Tibial | FADS2 | 0.08 | 0.02 | lasso | 4 | 0.02 | 6.9e-03 | -9.09 | -8.7 | 4.2e-18 | 0.79 | 0.02 | 0.96 | FALSE |
6 | GTEx | Artery Tibial | TMEM258 | 0.08 | 0.05 | lasso | 5 | 0.02 | 1.1e-02 | -9.52 | -9.6 | 1.1e-21 | 0.97 | 0.01 | 0.98 | TRUE |
7 | GTEx | Brain Cerebellum | FADS1 | 0.35 | 0.24 | enet | 16 | 0.30 | 2.1e-09 | -9.13 | 9.5 | 1.8e-21 | -0.90 | 0.02 | 0.98 | FALSE |
8 | GTEx | Brain Cerebellum | FADS3 | 0.26 | 0.18 | lasso | 4 | 0.14 | 5.7e-05 | -9.16 | 9.3 | 1.4e-20 | -0.91 | 0.03 | 0.84 | FALSE |
9 | GTEx | Brain Putamen basal ganglia | FADS1 | 0.29 | 0.21 | enet | 30 | 0.16 | 1.4e-04 | -9.50 | 8.7 | 3.0e-18 | -0.78 | 0.02 | 0.92 | FALSE |
10 | GTEx | Breast Mammary Tissue (Female) | TMEM258 | 0.20 | 0.02 | lasso | 7 | 0.00 | 2.3e-01 | -6.88 | -8.0 | 1.1e-15 | 0.78 | 0.04 | 0.51 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | FADS2 | 0.20 | 0.23 | lasso | 3 | 0.23 | 4.6e-17 | -5.08 | -5.3 | 1.4e-07 | 0.60 | 1.00 | 0.00 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | TMEM258 | 0.15 | 0.05 | enet | 15 | 0.07 | 1.1e-05 | -9.09 | -7.6 | 3.8e-14 | 0.77 | 0.04 | 0.95 | FALSE |
13 | GTEx | Colon Transverse | FADS2 | 0.18 | 0.11 | lasso | 7 | 0.16 | 8.1e-08 | -5.08 | -6.8 | 8.8e-12 | 0.75 | 0.07 | 0.93 | FALSE |
14 | GTEx | Esophagus Mucosa | FADS1 | 0.11 | 0.00 | lasso | 4 | 0.02 | 1.9e-02 | -9.37 | 8.1 | 7.4e-16 | -0.85 | 0.02 | 0.93 | FALSE |
15 | GTEx | Esophagus Muscularis | FADS2 | 0.32 | 0.30 | lasso | 6 | 0.31 | 3.7e-19 | -5.08 | -6.5 | 8.2e-11 | 0.70 | 0.99 | 0.01 | FALSE |
16 | GTEx | Heart Left Ventricle | FADS2 | 0.17 | 0.12 | enet | 3 | 0.13 | 1.5e-07 | -6.24 | -6.7 | 2.8e-11 | 0.72 | 0.25 | 0.75 | FALSE |
17 | GTEx | Muscle Skeletal | FADS2 | 0.08 | 0.04 | lasso | 2 | 0.03 | 5.9e-04 | -9.56 | -8.9 | 3.7e-19 | 0.94 | 0.01 | 0.99 | FALSE |
18 | GTEx | Nerve Tibial | FADS2 | 0.20 | 0.14 | lasso | 3 | 0.13 | 1.5e-09 | -5.08 | -5.2 | 1.7e-07 | 0.60 | 0.85 | 0.15 | FALSE |
19 | GTEx | Pancreas | FADS1 | 0.17 | 0.13 | lasso | 6 | 0.12 | 1.2e-05 | -9.16 | 9.4 | 5.9e-21 | -0.91 | 0.03 | 0.97 | FALSE |
20 | GTEx | Spleen | MYRF | 0.23 | 0.00 | lasso | 4 | -0.01 | 4.6e-01 | -6.58 | -5.6 | 1.8e-08 | 0.52 | 0.04 | 0.37 | FALSE |
21 | GTEx | Spleen | FADS2 | 0.30 | 0.27 | lasso | 3 | 0.27 | 1.6e-07 | -5.08 | -6.5 | 8.1e-11 | 0.71 | 0.08 | 0.91 | FALSE |
22 | GTEx | Thyroid | FADS2 | 0.16 | 0.18 | lasso | 4 | 0.17 | 7.0e-13 | -5.08 | -5.1 | 3.1e-07 | 0.59 | 1.00 | 0.00 | FALSE |
23 | GTEx | Uterus | PPP1R32 | 0.66 | -0.01 | lasso | 13 | 0.14 | 8.8e-04 | 0.21 | -6.3 | 2.3e-10 | 0.58 | 0.03 | 0.47 | FALSE |
24 | GTEx | Whole Blood | FADS2 | 0.49 | 0.48 | lasso | 5 | 0.48 | 3.0e-49 | -5.08 | -5.3 | 1.1e-07 | 0.60 | 1.00 | 0.00 | FALSE |
25 | NTR | Blood | C11orf10 | 0.06 | 0.08 | bslmm | 399 | 0.08 | 1.3e-24 | -9.09 | -9.1 | 7.0e-20 | 0.91 | 0.06 | 0.94 | FALSE |
26 | NTR | Blood | FADS2 | 0.30 | 0.33 | lasso | 7 | 0.33 | 9.0e-109 | -5.08 | -5.6 | 2.0e-08 | 0.63 | 1.00 | 0.00 | FALSE |
27 | ROSMAP | Brain Pre-frontal Cortex | TMEM258 | 0.14 | 0.16 | lasso | 4 | 0.15 | 4.7e-19 | -9.09 | -9.3 | 9.9e-21 | 0.92 | 0.06 | 0.94 | FALSE |
28 | ROSMAP | Brain Pre-frontal Cortex | FADS1 | 0.08 | 0.08 | enet | 10 | 0.09 | 1.5e-11 | -9.40 | 9.5 | 3.1e-21 | -0.95 | 0.02 | 0.98 | FALSE |
29 | YFS | Blood | FADS1 | 0.11 | 0.08 | lasso | 8 | 0.09 | 6.1e-29 | -5.08 | -7.4 | 1.4e-13 | 0.76 | 1.00 | 0.00 | FALSE |
30 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FADS1 | 0.04 | 0.00 | blup | 53 | 0.01 | 1.4e-03 | -1.12 | 6.7 | 2.1e-11 | -0.62 | 0.02 | 0.38 | FALSE |
31 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | FADS1 | 0.06 | 0.03 | lasso | 4 | 0.04 | 7.4e-03 | -9.16 | 8.6 | 8.4e-18 | -0.81 | 0.02 | 0.70 | FALSE |
32 | The Cancer Genome Atlas | Colon Adenocarcinoma | FADS2 | 0.30 | 0.21 | lasso | 2 | 0.22 | 6.7e-13 | -5.08 | -7.0 | 3.0e-12 | 0.75 | 0.64 | 0.36 | FALSE |
33 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | FADS2 | 0.05 | 0.04 | lasso | 3 | 0.05 | 1.9e-06 | -5.08 | -6.8 | 7.5e-12 | 0.70 | 0.21 | 0.75 | FALSE |
34 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | FADS2 | 0.26 | 0.29 | enet | 15 | 0.29 | 2.9e-33 | -5.08 | -6.7 | 2.1e-11 | 0.72 | 1.00 | 0.00 | FALSE |
35 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FADS2 | 0.33 | 0.27 | lasso | 9 | 0.35 | 9.3e-21 | -5.08 | -7.2 | 4.7e-13 | 0.78 | 0.56 | 0.44 | FALSE |
36 | The Cancer Genome Atlas | Brain Lower Grade Glioma | FADS1 | 0.05 | 0.05 | blup | 53 | 0.04 | 6.8e-05 | -8.53 | 9.3 | 9.9e-21 | -0.86 | 0.04 | 0.96 | FALSE |
37 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | FADS1 | 0.20 | 0.01 | blup | 51 | 0.07 | 3.2e-04 | -9.59 | 9.5 | 1.7e-21 | -0.85 | 0.01 | 0.95 | FALSE |
38 | The Cancer Genome Atlas | Lung Adenocarcinoma | FADS2 | 0.04 | 0.04 | lasso | 4 | 0.02 | 1.7e-03 | -5.08 | -5.4 | 5.3e-08 | 0.62 | 0.06 | 0.78 | FALSE |
39 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | FADS2 | 0.02 | 0.01 | blup | 71 | 0.02 | 1.9e-03 | -9.56 | -9.4 | 4.5e-21 | 0.90 | 0.02 | 0.83 | FALSE |
40 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C11orf10 | 0.02 | 0.01 | enet | 11 | 0.01 | 1.6e-02 | -9.09 | -7.7 | 1.9e-14 | 0.77 | 0.01 | 0.78 | FALSE |
41 | The Cancer Genome Atlas | Prostate Adenocarcinoma | FADS1 | 0.06 | 0.04 | blup | 53 | 0.03 | 2.0e-04 | -9.13 | 7.1 | 9.2e-13 | -0.68 | 0.06 | 0.55 | FALSE |
42 | The Cancer Genome Atlas | Prostate Adenocarcinoma | FADS2 | 0.07 | 0.07 | lasso | 4 | 0.06 | 1.9e-06 | -5.08 | -6.5 | 9.7e-11 | 0.69 | 0.12 | 0.86 | FALSE |
43 | The Cancer Genome Atlas | Rectum Adenocarcinoma | FADS2 | 0.47 | 0.34 | lasso | 5 | 0.30 | 7.9e-08 | -5.08 | -6.1 | 1.4e-09 | 0.68 | 0.03 | 0.95 | FALSE |
44 | The Cancer Genome Atlas | Stomach Adenocarcinoma | FADS2 | 0.15 | 0.05 | blup | 71 | 0.11 | 2.5e-08 | -5.08 | -6.2 | 5.7e-10 | 0.71 | 0.04 | 0.96 | FALSE |
45 | The Cancer Genome Atlas | Thyroid Carcinoma | C11orf10 | 0.02 | 0.02 | blup | 44 | 0.02 | 1.8e-03 | -8.67 | -9.3 | 9.6e-21 | 0.95 | 0.02 | 0.72 | FALSE |
46 | The Cancer Genome Atlas | Thyroid Carcinoma | FADS2 | 0.30 | 0.33 | lasso | 8 | 0.33 | 5.6e-33 | -5.08 | -6.5 | 9.8e-11 | 0.71 | 1.00 | 0.00 | FALSE |