Best TWAS P=4.22e-10 · Best GWAS P=2.55e-10 conditioned to NaN
# | 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 | Adipose Subcutaneous | KHNYN | 0.30 | 0.14 | lasso | 2 | 0.14 | 7.1e-12 | 5.6 | 5.9 | 2.8e-09 | 0.18 | 0.11 | 0.89 | TRUE |
2 | GTEx | Adipose Subcutaneous | CBLN3 | 0.65 | 0.39 | lasso | 23 | 0.37 | 6.1e-32 | 5.6 | -5.5 | 5.0e-08 | -0.18 | 0.10 | 0.90 | FALSE |
3 | GTEx | Adipose Visceral Omentum | KHNYN | 0.19 | 0.00 | lasso | 2 | 0.00 | 3.0e-01 | 5.4 | 5.2 | 2.5e-07 | 0.22 | 0.05 | 0.08 | FALSE |
4 | GTEx | Artery Aorta | KHNYN | 0.19 | 0.20 | lasso | 4 | 0.20 | 1.8e-11 | 4.9 | 5.5 | 5.0e-08 | 0.16 | 0.38 | 0.62 | FALSE |
5 | GTEx | Artery Aorta | CBLN3 | 0.55 | 0.41 | lasso | 8 | 0.40 | 9.5e-24 | 5.6 | -5.3 | 1.2e-07 | -0.18 | 0.10 | 0.90 | FALSE |
6 | GTEx | Artery Coronary | CBLN3 | 0.52 | 0.20 | lasso | 7 | 0.24 | 9.7e-09 | 5.6 | -5.1 | 3.1e-07 | -0.20 | 0.10 | 0.90 | FALSE |
7 | GTEx | Artery Tibial | KHNYN | 0.38 | 0.12 | lasso | 5 | 0.18 | 8.8e-14 | 5.4 | 5.7 | 1.3e-08 | 0.19 | 0.18 | 0.82 | FALSE |
8 | GTEx | Breast Mammary Tissue (Female) | CBLN3 | 0.42 | 0.20 | lasso | 4 | 0.28 | 5.9e-09 | 5.6 | -5.7 | 1.1e-08 | -0.17 | 0.11 | 0.87 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | CBLN3 | 0.58 | 0.42 | lasso | 7 | 0.42 | 5.2e-34 | 5.6 | -5.3 | 1.4e-07 | -0.17 | 0.10 | 0.90 | FALSE |
10 | GTEx | Esophagus Mucosa | CBLN3 | 0.50 | 0.25 | lasso | 7 | 0.25 | 1.7e-16 | 5.6 | -5.2 | 1.8e-07 | -0.17 | 0.10 | 0.90 | FALSE |
11 | GTEx | Esophagus Muscularis | CBLN3 | 0.62 | 0.33 | enet | 23 | 0.36 | 1.8e-22 | 5.6 | -5.4 | 5.9e-08 | -0.21 | 0.10 | 0.90 | FALSE |
12 | GTEx | Heart Atrial Appendage | ADCY4 | 0.28 | 0.14 | lasso | 4 | 0.10 | 2.1e-05 | 5.6 | 5.1 | 3.0e-07 | 0.36 | 0.09 | 0.79 | FALSE |
13 | GTEx | Heart Atrial Appendage | CBLN3 | 0.58 | 0.40 | lasso | 5 | 0.38 | 2.3e-18 | 5.6 | -5.5 | 4.9e-08 | -0.17 | 0.11 | 0.89 | FALSE |
14 | GTEx | Heart Left Ventricle | CBLN3 | 0.35 | 0.23 | lasso | 8 | 0.21 | 1.5e-11 | 5.6 | -5.8 | 7.3e-09 | -0.21 | 0.11 | 0.89 | TRUE |
15 | GTEx | Lung | KHNYN | 0.14 | 0.08 | lasso | 5 | 0.05 | 9.7e-05 | 5.4 | 5.7 | 1.2e-08 | 0.17 | 0.19 | 0.72 | FALSE |
16 | GTEx | Muscle Skeletal | CBLN3 | 0.14 | 0.13 | enet | 7 | 0.13 | 4.8e-13 | 5.5 | -5.9 | 3.6e-09 | -0.19 | 0.11 | 0.89 | FALSE |
17 | GTEx | Nerve Tibial | KHNYN | 0.34 | 0.10 | lasso | 8 | 0.15 | 1.6e-10 | 5.4 | 5.7 | 9.9e-09 | 0.17 | 0.14 | 0.86 | FALSE |
18 | GTEx | Ovary | CBLN3 | 0.62 | 0.38 | lasso | 19 | 0.39 | 1.2e-10 | 5.6 | -5.7 | 1.6e-08 | -0.17 | 0.10 | 0.90 | FALSE |
19 | GTEx | Skin Not Sun Exposed Suprapubic | CBLN3 | 0.41 | 0.34 | lasso | 2 | 0.30 | 3.4e-17 | 5.6 | -5.3 | 1.0e-07 | -0.18 | 0.10 | 0.90 | FALSE |
20 | GTEx | Thyroid | ADCY4 | 0.13 | 0.13 | lasso | 6 | 0.09 | 1.0e-07 | 4.4 | 5.3 | 1.4e-07 | 0.60 | 0.45 | 0.55 | TRUE |
21 | GTEx | Whole Blood | KHNYN | 0.17 | 0.15 | lasso | 1 | 0.14 | 2.1e-12 | 5.4 | 5.4 | 6.8e-08 | 0.14 | 0.26 | 0.74 | FALSE |
22 | METSIM | Adipose | ADCY4 | 0.07 | 0.03 | lasso | 5 | 0.03 | 2.2e-05 | 5.7 | 6.2 | 4.2e-10 | 0.66 | 0.07 | 0.93 | TRUE |
23 | METSIM | Adipose | CBLN3 | 0.34 | 0.30 | enet | 6 | 0.31 | 1.3e-47 | 5.6 | -5.3 | 1.3e-07 | -0.17 | 0.10 | 0.90 | FALSE |
24 | METSIM | Adipose | KHNYN | 0.04 | 0.04 | lasso | 1 | 0.03 | 2.2e-05 | 5.4 | 5.4 | 6.8e-08 | 0.14 | 0.20 | 0.63 | FALSE |
25 | NTR | Blood | CBLN3 | 0.06 | 0.04 | lasso | 3 | 0.04 | 2.1e-13 | 5.6 | -5.6 | 1.7e-08 | -0.17 | 0.10 | 0.90 | FALSE |
26 | YFS | Blood | KHNYN | 0.36 | 0.20 | enet | 50 | 0.29 | 1.2e-96 | 4.9 | 5.7 | 9.4e-09 | 0.20 | 0.55 | 0.45 | TRUE |
27 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CBLN3 | 0.34 | 0.15 | lasso | 5 | 0.14 | 2.4e-07 | 5.6 | -5.5 | 2.9e-08 | -0.24 | 0.01 | 0.99 | FALSE |
28 | The Cancer Genome Atlas | Colon Adenocarcinoma | CBLN3 | 0.24 | 0.14 | enet | 8 | 0.13 | 4.0e-08 | 5.6 | -5.7 | 1.2e-08 | -0.19 | 0.01 | 0.99 | FALSE |
29 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CBLN3 | 0.18 | 0.14 | lasso | 3 | 0.14 | 1.2e-15 | 5.5 | -5.3 | 1.2e-07 | -0.18 | 0.01 | 0.99 | FALSE |
30 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CBLN3 | 0.33 | 0.33 | enet | 13 | 0.35 | 2.3e-40 | 5.6 | -5.2 | 1.7e-07 | -0.19 | 0.01 | 0.99 | FALSE |
31 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ADCY4 | 0.06 | 0.06 | lasso | 6 | 0.09 | 3.0e-10 | 5.6 | 6.1 | 1.2e-09 | 0.71 | 0.08 | 0.92 | FALSE |
32 | The Cancer Genome Atlas | Lung Adenocarcinoma | ADCY4 | 0.07 | 0.09 | lasso | 3 | 0.08 | 4.4e-10 | 4.1 | 5.3 | 1.1e-07 | 0.61 | 0.81 | 0.19 | TRUE |
33 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | CBLN3 | 0.20 | 0.11 | lasso | 3 | 0.11 | 5.1e-08 | 5.6 | -5.6 | 2.7e-08 | -0.20 | 0.01 | 0.99 | FALSE |
34 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | CBLN3 | 0.37 | 0.35 | lasso | 4 | 0.34 | 4.4e-15 | 5.6 | -5.4 | 6.3e-08 | -0.18 | 0.01 | 0.99 | FALSE |
35 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CBLN3 | 0.38 | 0.30 | lasso | 9 | 0.30 | 2.7e-32 | 5.6 | -5.5 | 4.7e-08 | -0.19 | 0.01 | 0.99 | FALSE |
36 | The Cancer Genome Atlas | Soft Tissue Sarcoma | CBLN3 | 0.22 | 0.18 | lasso | 3 | 0.17 | 2.2e-10 | 5.6 | -5.5 | 3.0e-08 | -0.18 | 0.01 | 0.99 | FALSE |
37 | The Cancer Genome Atlas | Stomach Adenocarcinoma | CBLN3 | 0.30 | 0.26 | lasso | 1 | 0.24 | 1.4e-17 | 5.5 | -5.5 | 3.4e-08 | -0.18 | 0.01 | 0.99 | FALSE |
38 | The Cancer Genome Atlas | Stomach Adenocarcinoma | LTB4R2 | 0.04 | 0.04 | lasso | 1 | 0.02 | 2.5e-02 | 5.3 | -5.3 | 1.5e-07 | -0.77 | 0.01 | 0.81 | FALSE |