Best TWAS P=3.62e-11 · Best GWAS P=2.37e-12 conditioned to 0.0272
# | 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 | PRDM4 | 0.07 | 0.08 | lasso | 2 | 0.07 | 5.0e-09 | 6.5 | 6.5 | 8.6e-11 | 0.00 | 0.01 | 0.99 | FALSE |
2 | GTEx | Adipose Subcutaneous | C12orf23 | 0.07 | 0.02 | lasso | 4 | 0.02 | 5.5e-03 | -5.6 | 5.5 | 4.5e-08 | 0.02 | 0.02 | 0.95 | FALSE |
3 | GTEx | Adipose Subcutaneous | HECTD4 | 0.06 | 0.00 | enet | 15 | 0.02 | 1.0e-02 | 3.3 | -5.5 | 4.4e-08 | 0.66 | 0.06 | 0.85 | FALSE |
4 | GTEx | Adipose Subcutaneous | RP11-412D9.4 | 0.22 | 0.13 | lasso | 5 | 0.13 | 5.1e-11 | -5.4 | 6.0 | 1.7e-09 | 0.04 | 0.01 | 0.99 | TRUE |
5 | GTEx | Adrenal Gland | PPTC7 | 0.13 | -0.01 | lasso | 6 | 0.00 | 3.4e-01 | 5.7 | 5.9 | 3.5e-09 | -0.19 | 0.03 | 0.34 | FALSE |
6 | GTEx | Artery Tibial | VPS29 | 0.05 | 0.03 | lasso | 3 | 0.02 | 5.9e-03 | 5.7 | 5.4 | 5.9e-08 | -0.07 | 0.07 | 0.72 | FALSE |
7 | GTEx | Artery Tibial | HECTD4 | 0.05 | 0.02 | lasso | 3 | 0.01 | 3.1e-02 | -6.5 | -6.6 | 4.4e-11 | 0.85 | 0.01 | 0.92 | TRUE |
8 | GTEx | Artery Tibial | RP11-412D9.4 | 0.06 | 0.05 | lasso | 3 | 0.06 | 2.9e-05 | -5.6 | 5.8 | 4.9e-09 | 0.03 | 0.01 | 0.98 | FALSE |
9 | GTEx | Brain Cerebellar Hemisphere | MMAB | 0.31 | 0.27 | lasso | 3 | 0.24 | 6.6e-07 | 5.5 | -5.5 | 3.0e-08 | -0.06 | 0.01 | 0.99 | FALSE |
10 | GTEx | Brain Nucleus accumbens basal ganglia | MMAB | 0.40 | 0.24 | enet | 16 | 0.28 | 2.5e-08 | 5.4 | -5.2 | 2.3e-07 | -0.01 | 0.02 | 0.95 | FALSE |
11 | GTEx | Breast Mammary Tissue | RP11-412D9.4 | 0.23 | 0.26 | lasso | 4 | 0.26 | 9.7e-14 | -5.6 | 5.6 | 2.8e-08 | 0.04 | 0.01 | 0.99 | FALSE |
12 | GTEx | Breast Mammary Tissue (Female) | VPS29 | 0.10 | -0.01 | lasso | 2 | 0.02 | 1.0e-01 | -3.7 | 5.1 | 3.1e-07 | -0.24 | 0.03 | 0.12 | FALSE |
13 | GTEx | Breast Mammary Tissue (Female) | ALKBH2 | 0.22 | 0.09 | lasso | 3 | 0.12 | 2.8e-04 | 5.4 | 5.4 | 5.2e-08 | -0.04 | 0.03 | 0.56 | FALSE |
14 | GTEx | Breast Mammary Tissue (Female) | RP11-412D9.4 | 0.20 | 0.14 | lasso | 4 | 0.13 | 9.0e-05 | -5.6 | 5.1 | 2.7e-07 | 0.04 | 0.01 | 0.95 | FALSE |
15 | GTEx | Cells EBV-transformed lymphocytes | KCTD10 | 0.36 | 0.18 | lasso | 7 | 0.19 | 1.0e-06 | 5.4 | -5.4 | 7.7e-08 | 0.01 | 0.01 | 0.98 | FALSE |
16 | GTEx | Cells EBV-transformed lymphocytes | ARPC3 | 0.13 | 0.09 | lasso | 4 | 0.04 | 2.0e-02 | 5.9 | -5.9 | 3.5e-09 | 0.00 | 0.02 | 0.87 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | VPS29 | 0.09 | 0.13 | lasso | 3 | 0.13 | 9.8e-10 | 5.7 | 5.3 | 1.4e-07 | -0.03 | 0.08 | 0.92 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | RP11-412D9.4 | 0.12 | 0.10 | lasso | 4 | 0.09 | 2.1e-07 | -5.4 | 5.6 | 2.0e-08 | 0.03 | 0.02 | 0.98 | FALSE |
19 | GTEx | Colon Sigmoid | KCTD10 | 0.25 | 0.16 | lasso | 8 | 0.15 | 6.2e-06 | 4.6 | -5.2 | 1.9e-07 | -0.03 | 0.12 | 0.85 | FALSE |
20 | GTEx | Colon Sigmoid | RP11-412D9.4 | 0.17 | 0.06 | lasso | 3 | 0.07 | 1.4e-03 | 5.3 | 5.4 | 7.8e-08 | -0.01 | 0.03 | 0.84 | FALSE |
21 | GTEx | Esophagus Muscularis | KCTD10 | 0.21 | 0.19 | lasso | 6 | 0.17 | 1.3e-10 | 5.4 | -5.5 | 4.9e-08 | 0.00 | 0.02 | 0.98 | FALSE |
22 | GTEx | Lung | C12orf23 | 0.04 | 0.03 | lasso | 2 | 0.02 | 9.9e-03 | -4.9 | 5.1 | 3.0e-07 | 0.03 | 0.05 | 0.82 | FALSE |
23 | GTEx | Muscle Skeletal | ARPC3 | 0.14 | 0.11 | enet | 23 | 0.10 | 2.2e-10 | 5.7 | -5.4 | 7.0e-08 | -0.04 | 0.02 | 0.98 | FALSE |
24 | GTEx | Muscle Skeletal | VPS29 | 0.06 | 0.06 | lasso | 3 | 0.05 | 4.3e-06 | 5.7 | 5.4 | 5.8e-08 | -0.04 | 0.09 | 0.91 | FALSE |
25 | GTEx | Muscle Skeletal | IFT81 | 0.08 | 0.08 | lasso | 5 | 0.07 | 1.7e-07 | 5.9 | 6.1 | 9.0e-10 | 0.01 | 0.01 | 0.98 | TRUE |
26 | GTEx | Muscle Skeletal | ANAPC7 | 0.08 | 0.01 | lasso | 3 | 0.00 | 1.1e-01 | 4.3 | 5.4 | 7.2e-08 | -0.01 | 0.03 | 0.75 | FALSE |
27 | GTEx | Nerve Tibial | C12orf23 | 0.09 | 0.12 | enet | 10 | 0.12 | 1.1e-08 | -5.6 | 5.8 | 8.6e-09 | 0.04 | 0.01 | 0.99 | FALSE |
28 | GTEx | Nerve Tibial | HECTD4 | 0.05 | 0.01 | enet | 6 | 0.01 | 3.6e-02 | 5.5 | -6.0 | 2.2e-09 | 0.48 | 0.22 | 0.46 | FALSE |
29 | GTEx | Nerve Tibial | RP11-412D9.4 | 0.18 | 0.18 | enet | 11 | 0.20 | 5.6e-14 | -5.4 | 5.7 | 1.2e-08 | 0.04 | 0.01 | 0.99 | FALSE |
30 | GTEx | Pancreas | RP11-412D9.4 | 0.09 | 0.06 | enet | 12 | 0.06 | 1.2e-03 | -5.6 | 5.3 | 1.4e-07 | 0.03 | 0.02 | 0.93 | FALSE |
31 | GTEx | Skin Not Sun Exposed Suprapubic | VPS29 | 0.06 | 0.01 | lasso | 3 | 0.01 | 6.9e-02 | 5.9 | 5.9 | 2.7e-09 | -0.01 | 0.03 | 0.75 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | KCTD10 | 0.18 | 0.15 | lasso | 5 | 0.14 | 1.4e-11 | 5.4 | -5.2 | 2.2e-07 | -0.01 | 0.02 | 0.98 | FALSE |
33 | GTEx | Skin Sun Exposed Lower leg | ARPC3 | 0.13 | 0.15 | lasso | 3 | 0.15 | 1.9e-12 | 5.7 | -5.7 | 9.5e-09 | 0.00 | 0.03 | 0.97 | FALSE |
34 | GTEx | Skin Sun Exposed Lower leg | ALDH2 | 0.10 | 0.09 | enet | 13 | 0.13 | 6.7e-11 | 3.1 | -5.3 | 9.6e-08 | 0.67 | 0.49 | 0.51 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | C12orf23 | 0.06 | 0.04 | lasso | 3 | 0.03 | 8.0e-04 | -5.6 | 5.8 | 5.5e-09 | 0.03 | 0.01 | 0.99 | FALSE |
36 | GTEx | Spleen | VPS29 | 0.24 | 0.01 | enet | 14 | 0.04 | 2.9e-02 | 4.5 | 5.6 | 2.3e-08 | 0.04 | 0.02 | 0.73 | FALSE |
37 | GTEx | Testis | ARPC3 | 0.16 | 0.16 | lasso | 3 | 0.14 | 7.5e-07 | 5.7 | -5.7 | 1.0e-08 | 0.00 | 0.02 | 0.98 | FALSE |
38 | GTEx | Testis | RP11-412D9.4 | 0.25 | 0.24 | lasso | 5 | 0.20 | 3.7e-09 | -5.6 | 5.7 | 1.4e-08 | 0.04 | 0.01 | 0.99 | FALSE |
39 | GTEx | Thyroid | RP11-412D9.4 | 0.10 | 0.10 | enet | 7 | 0.12 | 9.3e-10 | 5.6 | 5.8 | 5.1e-09 | 0.02 | 0.01 | 0.99 | FALSE |
40 | GTEx | Whole Blood | PRDM4 | 0.10 | 0.08 | lasso | 5 | 0.05 | 1.8e-05 | 6.6 | -6.6 | 3.6e-11 | 0.00 | 0.01 | 0.99 | TRUE |
41 | NTR | Blood | GPN3 | 0.03 | 0.01 | blup | 236 | 0.02 | 2.7e-06 | 4.3 | -5.8 | 8.1e-09 | 0.06 | 0.03 | 0.97 | FALSE |
42 | NTR | Blood | UBE3B | 0.09 | 0.05 | lasso | 8 | 0.08 | 1.0e-25 | 5.2 | 6.3 | 2.8e-10 | 0.02 | 0.01 | 0.99 | TRUE |
43 | YFS | Blood | GLTP | 0.05 | 0.01 | enet | 14 | 0.04 | 1.5e-13 | 4.6 | 5.5 | 4.6e-08 | -0.04 | 0.02 | 0.98 | FALSE |
44 | YFS | Blood | UBE3B | 0.20 | 0.16 | enet | 47 | 0.20 | 2.2e-64 | 5.0 | 5.1 | 2.8e-07 | 0.02 | 0.09 | 0.91 | FALSE |
45 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | KCTD10 | 0.06 | 0.00 | lasso | 3 | 0.00 | 1.4e-01 | 5.2 | -5.4 | 8.2e-08 | -0.05 | 0.00 | 0.70 | FALSE |
46 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C12orf23 | 0.03 | 0.05 | enet | 7 | 0.05 | 2.2e-10 | 5.2 | 5.4 | 6.2e-08 | 0.00 | 0.03 | 0.97 | FALSE |
47 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MTERFD3 | 0.02 | 0.01 | lasso | 4 | 0.01 | 1.3e-03 | -5.4 | 5.6 | 1.7e-08 | 0.02 | 0.02 | 0.90 | FALSE |
48 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PRDM4 | 0.01 | 0.01 | lasso | 1 | 0.01 | 6.3e-03 | 5.5 | -5.5 | 3.6e-08 | 0.00 | 0.02 | 0.84 | FALSE |
49 | The Cancer Genome Atlas | Breast Invasive Carcinoma | VPS29 | 0.02 | 0.02 | lasso | 5 | 0.03 | 4.6e-06 | 4.7 | 5.3 | 9.6e-08 | -0.01 | 0.02 | 0.97 | FALSE |
50 | The Cancer Genome Atlas | Colon Adenocarcinoma | MTERFD3 | 0.08 | 0.06 | lasso | 6 | 0.05 | 7.1e-04 | -5.4 | 5.4 | 8.2e-08 | 0.03 | 0.01 | 0.74 | FALSE |
51 | The Cancer Genome Atlas | Glioblastoma Multiforme | KCTD10 | 0.27 | 0.20 | lasso | 1 | 0.18 | 4.5e-06 | 5.2 | -5.2 | 2.4e-07 | -0.06 | 0.00 | 0.99 | FALSE |
52 | The Cancer Genome Atlas | Brain Lower Grade Glioma | VPS29 | 0.06 | 0.06 | enet | 7 | 0.06 | 2.1e-07 | 4.8 | 5.4 | 8.3e-08 | 0.00 | 0.10 | 0.89 | FALSE |
53 | The Cancer Genome Atlas | Lung Adenocarcinoma | RAD9B | 0.04 | 0.03 | lasso | 5 | 0.01 | 7.0e-03 | 5.7 | 5.4 | 5.5e-08 | 0.00 | 0.01 | 0.99 | FALSE |
54 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C12orf23 | 0.03 | 0.01 | blup | 50 | 0.01 | 2.2e-02 | -5.6 | 5.3 | 1.3e-07 | 0.02 | 0.01 | 0.81 | FALSE |
55 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | C12orf23 | 0.06 | 0.05 | enet | 8 | 0.05 | 5.0e-03 | -5.6 | 5.4 | 7.7e-08 | 0.03 | 0.01 | 0.68 | FALSE |
56 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ASCL4 | 0.03 | 0.03 | blup | 49 | 0.03 | 2.9e-04 | 6.5 | 6.0 | 2.2e-09 | 0.00 | 0.01 | 0.94 | FALSE |
57 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CUX2 | 0.08 | 0.01 | blup | 95 | 0.02 | 1.3e-03 | 3.3 | 5.2 | 2.2e-07 | -0.16 | 0.04 | 0.45 | TRUE |
58 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MMAB | 0.06 | 0.06 | blup | 57 | 0.06 | 5.4e-07 | -4.8 | -5.8 | 7.0e-09 | -0.03 | 0.12 | 0.87 | FALSE |
59 | The Cancer Genome Atlas | Prostate Adenocarcinoma | UBE3B | 0.20 | 0.02 | lasso | 2 | 0.02 | 9.1e-03 | -4.3 | -5.3 | 9.7e-08 | 0.00 | 0.02 | 0.70 | FALSE |
60 | The Cancer Genome Atlas | Thyroid Carcinoma | RAD9B | 0.10 | 0.06 | enet | 5 | 0.06 | 1.2e-06 | 5.7 | 5.7 | 9.1e-09 | 0.00 | 0.01 | 0.99 | FALSE |