Best TWAS P=1.1e-20 · Best GWAS P=3.39e-26 conditioned to 8e-17
# | 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 | GTEx | Adrenal Gland | KCTD9 | 0.23 | -0.01 | lasso | 6 | 0.00 | 3.8e-01 | -6.4 | -6.0 | 1.7e-09 | 0.09 | 0.08 | 0.23 | FALSE |
2 | GTEx | Brain Putamen basal ganglia | LOXL2 | 0.48 | 0.01 | enet | 8 | 0.00 | 3.8e-01 | 3.0 | 6.0 | 2.6e-09 | 0.33 | 0.05 | 0.42 | TRUE |
3 | GTEx | Esophagus Gastroesophageal Junction | PIWIL2 | 0.13 | 0.07 | lasso | 3 | 0.03 | 2.4e-02 | -4.9 | -5.4 | 8.5e-08 | 0.03 | 0.16 | 0.07 | FALSE |
4 | GTEx | Esophagus Muscularis | LOXL2 | 0.19 | 0.06 | lasso | 6 | 0.07 | 6.0e-05 | 8.1 | 6.7 | 2.2e-11 | 0.84 | 0.02 | 0.98 | TRUE |
5 | GTEx | Muscle Skeletal | KCTD9 | 0.11 | 0.07 | lasso | 5 | 0.06 | 7.9e-07 | -7.3 | -7.7 | 1.6e-14 | 0.07 | 0.16 | 0.84 | FALSE |
6 | GTEx | Skin Sun Exposed Lower leg | R3HCC1 | 0.16 | 0.08 | enet | 14 | 0.11 | 2.0e-09 | 5.4 | -6.2 | 6.0e-10 | -0.49 | 0.98 | 0.01 | FALSE |
7 | GTEx | Testis | PPP3CC | 0.38 | 0.20 | enet | 12 | 0.28 | 6.4e-13 | 5.3 | -5.3 | 1.2e-07 | -0.01 | 0.92 | 0.08 | FALSE |
8 | METSIM | Adipose | ADAMDEC1 | 0.05 | 0.02 | blup | 358 | 0.02 | 1.6e-04 | 3.9 | 5.2 | 2.5e-07 | -0.02 | 0.25 | 0.12 | FALSE |
9 | NTR | Blood | R3HCC1 | 0.02 | 0.01 | enet | 13 | 0.02 | 6.7e-06 | -5.3 | 5.9 | 2.7e-09 | 0.42 | 0.88 | 0.08 | FALSE |
10 | ROSMAP | Brain Pre-frontal Cortex | FAM160B2 | 0.07 | 0.01 | blup | 430 | 0.04 | 2.2e-05 | 5.4 | 5.3 | 1.5e-07 | 0.05 | 0.13 | 0.06 | FALSE |
11 | ROSMAP | Brain Pre-frontal Cortex | BMP1 | 0.05 | 0.00 | bslmm | 471 | 0.02 | 2.0e-03 | 5.3 | 5.9 | 4.3e-09 | 0.00 | 0.09 | 0.06 | FALSE |
12 | YFS | Blood | KCTD9 | 0.04 | 0.04 | lasso | 8 | 0.04 | 7.8e-12 | -6.4 | 6.4 | 1.3e-10 | -0.07 | 1.00 | 0.00 | FALSE |
13 | YFS | Blood | R3HCC1 | 0.03 | 0.01 | lasso | 6 | 0.01 | 5.3e-04 | -5.7 | 5.4 | 8.2e-08 | 0.28 | 0.81 | 0.01 | FALSE |
14 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | SLC39A14 | 0.04 | 0.02 | enet | 6 | 0.03 | 1.1e-03 | 5.2 | -5.3 | 1.1e-07 | -0.07 | 0.03 | 0.68 | FALSE |
15 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ADAM28 | 0.06 | 0.06 | blup | 73 | 0.08 | 4.4e-16 | -8.5 | 7.3 | 3.7e-13 | 0.03 | 0.95 | 0.05 | FALSE |
16 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PPP3CC | 0.02 | 0.01 | lasso | 4 | 0.01 | 1.1e-02 | 5.0 | -5.6 | 2.4e-08 | -0.06 | 0.03 | 0.88 | FALSE |
17 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SLC39A14 | 0.02 | 0.01 | blup | 64 | 0.01 | 1.6e-03 | 5.0 | -5.9 | 3.0e-09 | -0.01 | 0.07 | 0.88 | TRUE |
18 | The Cancer Genome Atlas | Breast Invasive Carcinoma | STC1 | 0.04 | 0.05 | enet | 7 | 0.06 | 8.9e-12 | -6.0 | 5.6 | 2.1e-08 | -0.04 | 0.00 | 1.00 | TRUE |
19 | The Cancer Genome Atlas | Colon Adenocarcinoma | ADAM28 | 0.06 | 0.04 | enet | 5 | 0.04 | 1.9e-03 | -8.4 | 8.6 | 1.1e-17 | 0.02 | 0.09 | 0.17 | FALSE |
20 | The Cancer Genome Atlas | Glioblastoma Multiforme | ADAM28 | 0.20 | 0.15 | lasso | 5 | 0.18 | 4.3e-06 | -8.2 | 9.1 | 1.4e-19 | 0.03 | 0.24 | 0.70 | FALSE |
21 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ADAM28 | 0.05 | 0.03 | blup | 73 | 0.03 | 1.1e-04 | -8.4 | 9.3 | 1.1e-20 | 0.05 | 0.24 | 0.70 | TRUE |
22 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ADAM28 | 0.06 | 0.07 | blup | 73 | 0.06 | 9.5e-08 | -8.5 | 7.5 | 4.4e-14 | 0.04 | 0.97 | 0.03 | FALSE |
23 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ADAM28 | 0.09 | 0.09 | enet | 10 | 0.10 | 6.6e-12 | -8.1 | 8.9 | 5.8e-19 | 0.06 | 0.99 | 0.01 | FALSE |
24 | The Cancer Genome Atlas | Lung Adenocarcinoma | ADAM28 | 0.02 | 0.02 | blup | 73 | 0.02 | 1.5e-03 | -8.4 | 9.0 | 1.7e-19 | 0.03 | 0.10 | 0.42 | FALSE |
25 | The Cancer Genome Atlas | Lung Adenocarcinoma | KCTD9 | 0.03 | 0.01 | blup | 75 | 0.01 | 1.1e-02 | -8.5 | -8.8 | 1.5e-18 | 0.08 | 0.02 | 0.74 | TRUE |
26 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ADAM28 | 0.02 | 0.03 | lasso | 1 | 0.03 | 3.5e-04 | -8.5 | 8.5 | 2.5e-17 | 0.04 | 0.31 | 0.16 | FALSE |
27 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ADAM28 | 0.08 | 0.07 | blup | 73 | 0.11 | 7.0e-12 | -8.5 | 8.4 | 4.7e-17 | 0.02 | 0.32 | 0.68 | FALSE |
28 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CHMP7 | 0.03 | 0.03 | blup | 89 | 0.01 | 3.8e-02 | 2.6 | -6.3 | 2.2e-10 | -0.46 | 0.06 | 0.10 | FALSE |
29 | The Cancer Genome Atlas | Thyroid Carcinoma | ADAM28 | 0.06 | 0.03 | lasso | 2 | 0.03 | 8.9e-04 | -7.0 | 7.7 | 1.7e-14 | 0.04 | 0.16 | 0.61 | FALSE |
30 | The Cancer Genome Atlas | Thyroid Carcinoma | CHMP7 | 0.10 | 0.02 | lasso | 6 | 0.04 | 5.4e-05 | 2.6 | -6.1 | 1.0e-09 | -0.38 | 0.24 | 0.22 | TRUE |
31 | The Cancer Genome Atlas | Thyroid Carcinoma | PPP2R2A | 0.13 | 0.01 | blup | 582 | 0.05 | 2.3e-05 | -4.8 | 5.5 | 4.1e-08 | 0.04 | 0.46 | 0.02 | TRUE |