Best TWAS P=3.99e-49 · Best GWAS P=7.51e-44 conditioned to 3.19e-185
# | 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 | BBS7 | 0.19 | 0.21 | bslmm | 423 | 0.23 | 1.8e-27 | -12.740 | -13.7 | 8.2e-43 | -0.70 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | KIAA1109 | 0.09 | 0.08 | bslmm | 390 | 0.08 | 8.9e-10 | 5.360 | -6.7 | 2.5e-11 | -0.18 | 1.00 | 0.00 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | NUDT6 | 0.04 | 0.04 | lasso | 3 | 0.02 | 6.5e-04 | 7.954 | 8.2 | 3.8e-16 | -0.02 | 0.72 | 0.03 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | TMEM155 | 0.06 | 0.05 | lasso | 3 | 0.02 | 5.5e-04 | -11.406 | -10.8 | 2.0e-27 | -0.67 | 0.43 | 0.36 | FALSE |
5 | GTEx | Adipose Subcutaneous | EXOSC9 | 0.07 | 0.00 | lasso | 2 | 0.00 | 4.5e-01 | -10.543 | 10.5 | 1.2e-25 | 0.51 | 0.06 | 0.16 | FALSE |
6 | GTEx | Artery Aorta | KIAA1109 | 0.11 | 0.00 | lasso | 7 | 0.01 | 5.1e-02 | 5.258 | -7.9 | 3.2e-15 | -0.42 | 0.05 | 0.64 | FALSE |
7 | GTEx | Artery Tibial | FGF2 | 0.18 | 0.05 | lasso | 3 | 0.02 | 1.3e-02 | 6.290 | 6.2 | 4.9e-10 | -0.05 | 0.08 | 0.14 | TRUE |
8 | GTEx | Artery Tibial | KIAA1109 | 0.16 | 0.07 | lasso | 6 | 0.05 | 5.1e-05 | 5.403 | -5.5 | 4.2e-08 | -0.15 | 0.61 | 0.03 | FALSE |
9 | GTEx | Artery Tibial | NUDT6 | 0.08 | 0.08 | lasso | 5 | 0.05 | 5.6e-05 | 7.864 | 8.3 | 8.2e-17 | -0.02 | 0.65 | 0.08 | FALSE |
10 | GTEx | Brain Cerebellar Hemisphere | BBS7 | 0.27 | 0.05 | lasso | 3 | 0.08 | 4.7e-03 | -10.519 | -9.2 | 2.3e-20 | -0.37 | 0.12 | 0.07 | FALSE |
11 | GTEx | Brain Cerebellar Hemisphere | NUDT6 | 0.32 | 0.07 | enet | 16 | 0.16 | 5.0e-05 | -7.956 | -7.8 | 7.3e-15 | 0.04 | 0.19 | 0.14 | TRUE |
12 | GTEx | Brain Cerebellum | BBS7 | 0.20 | -0.01 | enet | 24 | 0.01 | 2.2e-01 | -10.508 | -11.5 | 1.3e-30 | -0.60 | 0.06 | 0.76 | FALSE |
13 | GTEx | Brain Nucleus accumbens basal ganglia | KIAA1109 | 0.22 | 0.07 | lasso | 7 | 0.03 | 5.9e-02 | 5.403 | -5.8 | 6.6e-09 | -0.20 | 0.07 | 0.12 | FALSE |
14 | GTEx | Breast Mammary Tissue | NUDT6 | 0.25 | 0.10 | lasso | 3 | 0.08 | 4.2e-05 | 8.715 | 8.9 | 6.9e-19 | 0.03 | 0.18 | 0.75 | TRUE |
15 | GTEx | Breast Mammary Tissue (Male) | NUDT6 | 0.29 | 0.00 | lasso | 6 | 0.00 | 3.5e-01 | 7.781 | 8.5 | 1.8e-17 | 0.04 | 0.04 | 0.36 | TRUE |
16 | GTEx | Breast Mammary Tissue (Female) | NUDT6 | 0.30 | -0.01 | enet | 30 | 0.00 | 2.6e-01 | 9.422 | 6.9 | 6.0e-12 | 0.02 | 0.04 | 0.28 | TRUE |
17 | GTEx | Cells EBV-transformed lymphocytes | EXOSC9 | 0.29 | 0.17 | lasso | 7 | 0.16 | 6.6e-06 | 13.557 | 14.2 | 5.0e-46 | 0.96 | 0.01 | 0.99 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | BBS7 | 0.16 | 0.09 | lasso | 7 | 0.16 | 2.9e-12 | -12.691 | -14.7 | 4.0e-49 | -0.84 | 0.05 | 0.95 | TRUE |
19 | GTEx | Colon Transverse | BBS12 | 0.12 | 0.05 | enet | 29 | 0.12 | 3.2e-06 | -2.844 | 9.7 | 5.0e-22 | 0.03 | 0.05 | 0.51 | TRUE |
20 | GTEx | Muscle Skeletal | NUDT6 | 0.15 | 0.12 | lasso | 3 | 0.11 | 1.1e-10 | 7.954 | 8.0 | 1.9e-15 | -0.02 | 1.00 | 0.00 | FALSE |
21 | GTEx | Muscle Skeletal | RP11-170N16.3 | 0.07 | 0.07 | lasso | 3 | 0.06 | 8.8e-07 | 6.783 | 7.9 | 3.8e-15 | -0.02 | 0.27 | 0.72 | FALSE |
22 | GTEx | Nerve Tibial | NUDT6 | 0.11 | 0.08 | lasso | 3 | 0.05 | 2.1e-04 | 7.493 | 7.5 | 6.9e-14 | -0.01 | 0.80 | 0.02 | FALSE |
23 | GTEx | Skin Not Sun Exposed Suprapubic | NUDT6 | 0.07 | 0.02 | lasso | 6 | 0.03 | 1.5e-02 | 7.665 | 8.3 | 7.2e-17 | 0.02 | 0.14 | 0.71 | TRUE |
24 | GTEx | Skin Sun Exposed Lower leg | NUDT6 | 0.11 | 0.08 | lasso | 3 | 0.08 | 6.2e-07 | 7.781 | 7.9 | 2.2e-15 | 0.01 | 0.95 | 0.02 | TRUE |
25 | GTEx | Testis | EXOSC9 | 0.17 | 0.07 | lasso | 8 | 0.10 | 2.5e-05 | -10.509 | 13.9 | 6.5e-44 | 0.78 | 0.61 | 0.18 | FALSE |
26 | ROSMAP | Brain Pre-frontal Cortex | EXOSC9 | 0.05 | 0.02 | lasso | 7 | 0.02 | 5.3e-04 | 11.865 | 12.2 | 2.5e-34 | 0.74 | 0.06 | 0.90 | FALSE |
27 | ROSMAP | Brain Pre-frontal Cortex | TMEM155 | 0.05 | 0.01 | bslmm | 422 | 0.01 | 1.7e-02 | -10.495 | -7.4 | 1.2e-13 | -0.39 | 0.23 | 0.15 | FALSE |
28 | ROSMAP | Brain Pre-frontal Cortex | NUDT6 | 0.04 | 0.04 | enet | 9 | 0.03 | 2.0e-04 | 7.801 | 6.2 | 5.3e-10 | -0.02 | 0.65 | 0.11 | TRUE |
29 | YFS | Blood | EXOSC9 | 0.06 | 0.09 | bslmm | 401 | 0.09 | 7.0e-28 | 13.886 | 14.0 | 2.5e-44 | 0.97 | 0.00 | 1.00 | FALSE |
30 | The Cancer Genome Atlas | Breast Invasive Carcinoma | EXOSC9 | 0.03 | 0.04 | enet | 9 | 0.04 | 2.8e-08 | 13.303 | 14.5 | 1.9e-47 | 0.94 | 0.01 | 0.99 | FALSE |
31 | The Cancer Genome Atlas | Breast Invasive Carcinoma | KIAA1109 | 0.03 | 0.03 | lasso | 1 | 0.02 | 1.2e-05 | 5.403 | -5.4 | 6.5e-08 | -0.14 | 0.00 | 1.00 | FALSE |
32 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NUDT6 | 0.02 | 0.02 | lasso | 4 | 0.01 | 5.4e-03 | 7.865 | 7.7 | 1.1e-14 | -0.02 | 0.13 | 0.14 | FALSE |
33 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CCNA2 | 0.11 | -0.01 | enet | 14 | 0.02 | 4.4e-02 | -0.005 | 7.1 | 1.0e-12 | -0.02 | 0.01 | 0.04 | FALSE |
34 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | TRPC3 | 0.15 | 0.03 | enet | 11 | 0.13 | 8.7e-07 | -1.571 | -5.8 | 5.0e-09 | -0.12 | 0.12 | 0.04 | FALSE |
35 | The Cancer Genome Atlas | Colon Adenocarcinoma | BBS7 | 0.05 | 0.00 | blup | 47 | 0.02 | 1.9e-02 | 13.305 | -13.1 | 4.4e-39 | -0.87 | 0.01 | 0.69 | FALSE |
36 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | BBS7 | 0.04 | 0.02 | blup | 47 | 0.03 | 1.3e-04 | -10.519 | -10.1 | 3.9e-24 | -0.46 | 0.54 | 0.09 | FALSE |
37 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CCNA2 | 0.03 | 0.01 | blup | 34 | 0.02 | 1.5e-03 | -12.728 | 14.4 | 6.8e-47 | 0.70 | 0.05 | 0.71 | FALSE |
38 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | KIAA1109 | 0.05 | 0.05 | enet | 8 | 0.04 | 1.3e-05 | 5.403 | -5.9 | 3.3e-09 | -0.14 | 0.00 | 1.00 | FALSE |
39 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | BBS7 | 0.04 | 0.04 | lasso | 2 | 0.03 | 6.1e-04 | -12.740 | -12.6 | 3.7e-36 | -0.55 | 0.60 | 0.14 | FALSE |
40 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | FGF2 | 0.06 | 0.04 | blup | 65 | 0.05 | 4.4e-06 | 10.296 | 10.3 | 5.6e-25 | -0.02 | 0.01 | 0.99 | TRUE |
41 | The Cancer Genome Atlas | Brain Lower Grade Glioma | KIAA1109 | 0.06 | 0.05 | lasso | 2 | 0.03 | 7.1e-05 | 5.403 | -5.3 | 9.0e-08 | -0.15 | 0.00 | 1.00 | FALSE |
42 | The Cancer Genome Atlas | Brain Lower Grade Glioma | NUDT6 | 0.05 | 0.06 | lasso | 2 | 0.05 | 2.0e-06 | 7.864 | 5.4 | 6.0e-08 | -0.04 | 0.81 | 0.08 | FALSE |
43 | The Cancer Genome Atlas | Lung Adenocarcinoma | BBS7 | 0.03 | 0.01 | lasso | 2 | 0.02 | 2.7e-03 | -10.495 | -7.1 | 1.2e-12 | -0.23 | 0.11 | 0.02 | FALSE |
44 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | EXOSC9 | 0.03 | 0.02 | lasso | 2 | 0.02 | 1.0e-03 | 13.134 | 13.9 | 6.8e-44 | 0.92 | 0.00 | 0.95 | FALSE |
45 | The Cancer Genome Atlas | Prostate Adenocarcinoma | EXOSC9 | 0.03 | 0.00 | blup | 43 | 0.02 | 8.0e-03 | 13.303 | 8.4 | 4.7e-17 | 0.75 | 0.01 | 0.49 | FALSE |
46 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NUDT6 | 0.10 | 0.07 | lasso | 6 | 0.07 | 1.0e-07 | 7.864 | 7.5 | 9.3e-14 | -0.03 | 0.98 | 0.02 | FALSE |
47 | The Cancer Genome Atlas | Thyroid Carcinoma | EXOSC9 | 0.04 | 0.05 | lasso | 2 | 0.04 | 7.1e-05 | 13.303 | 14.5 | 1.1e-47 | 0.92 | 0.02 | 0.97 | FALSE |