Best TWAS P=2.35e-16 · Best GWAS P=7.77e-23 conditioned to 6.58e-12
# | 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 Visceral Omentum | TOX2 | 0.38 | 0.12 | lasso | 6 | 0.39 | 2.3e-21 | 5.2 | 5.5 | 3.5e-08 | -0.01 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Visceral Omentum | NEURL2 | 0.20 | 0.06 | lasso | 3 | 0.06 | 4.2e-04 | -8.0 | 6.6 | 5.0e-11 | -0.13 | 0.05 | 0.71 | FALSE |
3 | GTEx | Adrenal Gland | PABPC1L | 0.32 | 0.07 | lasso | 8 | 0.07 | 1.9e-03 | 3.4 | -7.7 | 2.1e-14 | -0.43 | 0.05 | 0.74 | TRUE |
4 | GTEx | Artery Coronary | PLTP | 0.34 | 0.07 | lasso | 5 | 0.10 | 2.6e-04 | -8.3 | 5.8 | 5.2e-09 | -0.04 | 0.06 | 0.51 | FALSE |
5 | GTEx | Brain Cerebellar Hemisphere | CTSA | 0.18 | 0.02 | lasso | 5 | 0.00 | 4.0e-01 | -6.5 | 5.8 | 7.7e-09 | 0.02 | 0.15 | 0.39 | FALSE |
6 | GTEx | Brain Cerebellar Hemisphere | SNX21 | 0.41 | 0.09 | enet | 16 | 0.05 | 2.1e-02 | -5.7 | -6.2 | 6.0e-10 | -0.04 | 0.04 | 0.59 | FALSE |
7 | GTEx | Brain Cerebellar Hemisphere | RP3-337O18.9 | 0.18 | 0.00 | lasso | 5 | 0.00 | 4.0e-01 | -7.9 | 7.0 | 3.0e-12 | -0.01 | 0.08 | 0.48 | FALSE |
8 | GTEx | Brain Cerebellum | CTSA | 0.20 | 0.12 | lasso | 4 | 0.11 | 3.7e-04 | -6.5 | 6.5 | 8.7e-11 | -0.01 | 0.31 | 0.08 | FALSE |
9 | GTEx | Brain Cerebellum | RP3-337O18.9 | 0.14 | 0.11 | lasso | 3 | 0.10 | 9.4e-04 | -6.5 | 6.5 | 8.7e-11 | -0.01 | 0.28 | 0.19 | FALSE |
10 | GTEx | Brain Cortex | CD40 | 0.36 | -0.01 | enet | 50 | -0.01 | 5.1e-01 | -4.6 | 5.4 | 5.3e-08 | -0.05 | 0.06 | 0.16 | FALSE |
11 | GTEx | Breast Mammary Tissue | DNTTIP1 | 0.13 | 0.07 | lasso | 4 | 0.08 | 7.3e-05 | -5.6 | 5.2 | 2.2e-07 | 0.00 | 0.83 | 0.05 | FALSE |
12 | GTEx | Colon Sigmoid | ZSWIM1 | 0.28 | 0.13 | lasso | 2 | 0.14 | 1.8e-05 | -6.4 | -6.4 | 1.3e-10 | 0.01 | 0.64 | 0.12 | FALSE |
13 | GTEx | Esophagus Mucosa | SNX21 | 0.07 | 0.09 | lasso | 4 | 0.06 | 4.1e-05 | -5.7 | 6.2 | 5.9e-10 | 0.01 | 0.92 | 0.00 | FALSE |
14 | GTEx | Esophagus Muscularis | DNTTIP1 | 0.17 | 0.14 | lasso | 5 | 0.14 | 6.3e-09 | -5.2 | 5.6 | 2.5e-08 | 0.02 | 1.00 | 0.00 | FALSE |
15 | GTEx | Heart Atrial Appendage | DNTTIP1 | 0.09 | 0.10 | lasso | 2 | 0.08 | 1.6e-04 | -6.5 | 6.2 | 5.4e-10 | 0.00 | 0.78 | 0.01 | FALSE |
16 | GTEx | Liver | DNTTIP1 | 0.24 | 0.06 | lasso | 4 | 0.13 | 1.8e-04 | -5.2 | 6.1 | 1.4e-09 | 0.00 | 0.06 | 0.79 | FALSE |
17 | GTEx | Muscle Skeletal | SNX21 | 0.15 | 0.09 | lasso | 6 | 0.08 | 5.8e-08 | -5.2 | -5.5 | 4.1e-08 | -0.02 | 1.00 | 0.00 | FALSE |
18 | GTEx | Nerve Tibial | PLTP | 0.11 | 0.01 | enet | 27 | 0.01 | 4.6e-02 | -6.6 | 6.3 | 2.4e-10 | -0.06 | 0.02 | 0.89 | FALSE |
19 | GTEx | Nerve Tibial | TOX2 | 0.64 | 0.53 | lasso | 14 | 0.60 | 5.5e-53 | 5.2 | 5.8 | 5.8e-09 | -0.05 | 1.00 | 0.00 | TRUE |
20 | GTEx | Skin Sun Exposed Lower leg | CTSA | 0.11 | 0.04 | lasso | 4 | 0.02 | 4.1e-03 | -6.6 | 5.8 | 6.8e-09 | -0.02 | 0.75 | 0.01 | FALSE |
21 | GTEx | Skin Sun Exposed Lower leg | RP3-337O18.9 | 0.08 | 0.03 | lasso | 6 | 0.02 | 1.2e-02 | -6.6 | 5.9 | 4.6e-09 | 0.01 | 0.30 | 0.03 | FALSE |
22 | GTEx | Testis | TOX2 | 0.20 | 0.09 | lasso | 2 | 0.04 | 8.6e-03 | 5.0 | 5.1 | 2.8e-07 | -0.09 | 0.11 | 0.06 | FALSE |
23 | GTEx | Testis | OSER1 | 0.26 | 0.13 | lasso | 4 | 0.23 | 2.0e-10 | -6.2 | -6.5 | 8.1e-11 | -0.08 | 0.99 | 0.00 | TRUE |
24 | GTEx | Testis | ZSWIM1 | 0.23 | 0.11 | lasso | 7 | 0.12 | 6.0e-06 | -6.6 | -6.9 | 4.5e-12 | 0.02 | 0.80 | 0.03 | FALSE |
25 | GTEx | Thyroid | SNX21 | 0.09 | 0.10 | lasso | 3 | 0.10 | 3.0e-08 | -6.7 | 6.9 | 4.9e-12 | -0.04 | 0.99 | 0.00 | FALSE |
26 | GTEx | Whole Blood | SNX21 | 0.08 | 0.01 | lasso | 2 | 0.00 | 5.2e-01 | 5.8 | -5.3 | 1.1e-07 | 0.06 | 0.09 | 0.06 | FALSE |
27 | ROSMAP | Brain Pre-frontal Cortex | CTSA | 0.15 | 0.06 | enet | 20 | 0.12 | 7.7e-15 | -8.3 | 6.3 | 3.5e-10 | -0.09 | 0.13 | 0.87 | FALSE |
28 | YFS | Blood | CTSA | 0.03 | 0.02 | lasso | 5 | 0.01 | 4.1e-04 | -6.6 | 5.9 | 3.0e-09 | 0.01 | 0.86 | 0.00 | FALSE |
29 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SLC12A5 | 0.07 | 0.03 | lasso | 2 | 0.03 | 2.0e-06 | -5.3 | -5.4 | 5.7e-08 | -0.04 | 0.01 | 0.99 | FALSE |
30 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ZSWIM1 | 0.01 | 0.01 | blup | 41 | 0.01 | 2.4e-02 | -6.4 | -5.8 | 5.0e-09 | 0.01 | 0.28 | 0.02 | FALSE |
31 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | ZSWIM1 | 0.06 | 0.02 | blup | 42 | 0.04 | 5.8e-03 | -6.5 | -6.2 | 6.6e-10 | 0.02 | 0.06 | 0.05 | FALSE |
32 | The Cancer Genome Atlas | Glioblastoma Multiforme | MMP9 | 0.25 | 0.16 | enet | 6 | 0.16 | 1.2e-05 | -5.7 | 6.5 | 1.0e-10 | 0.04 | 0.03 | 0.39 | FALSE |
33 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ZSWIM1 | 0.04 | 0.01 | blup | 42 | 0.03 | 2.1e-04 | -6.5 | -7.5 | 5.4e-14 | 0.04 | 0.30 | 0.16 | FALSE |
34 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | ZSWIM1 | 0.13 | 0.00 | enet | 21 | 0.02 | 2.7e-02 | -6.7 | -5.4 | 7.2e-08 | -0.03 | 0.02 | 0.08 | FALSE |
35 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ZSWIM1 | 0.04 | 0.07 | lasso | 4 | 0.07 | 3.1e-08 | -6.6 | -6.8 | 8.4e-12 | 0.01 | 1.00 | 0.00 | FALSE |
36 | The Cancer Genome Atlas | Lung Adenocarcinoma | SLC12A5 | 0.09 | 0.04 | lasso | 1 | 0.03 | 6.3e-05 | -5.3 | -5.3 | 1.1e-07 | -0.04 | 0.02 | 0.96 | FALSE |
37 | The Cancer Genome Atlas | Lung Adenocarcinoma | ZSWIM1 | 0.04 | 0.01 | blup | 41 | 0.01 | 9.5e-03 | -9.1 | -8.2 | 2.4e-16 | 0.04 | 0.00 | 0.82 | TRUE |
38 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | DNTTIP1 | 0.06 | 0.04 | enet | 4 | 0.04 | 6.7e-03 | -5.1 | 5.3 | 1.2e-07 | 0.04 | 0.06 | 0.28 | FALSE |
39 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | PLTP | 0.34 | 0.00 | lasso | 3 | 0.05 | 2.8e-03 | -8.0 | 6.2 | 4.9e-10 | -0.07 | 0.01 | 0.28 | FALSE |
40 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SLC12A5 | 0.17 | 0.05 | lasso | 6 | 0.06 | 1.1e-03 | 5.5 | -5.8 | 9.1e-09 | -0.09 | 0.01 | 0.57 | TRUE |
41 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ZSWIM1 | 0.04 | 0.07 | blup | 41 | 0.05 | 4.3e-06 | -6.5 | -7.6 | 2.8e-14 | 0.04 | 0.99 | 0.01 | FALSE |
42 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ZSWIM3 | 0.02 | 0.03 | lasso | 2 | 0.02 | 1.7e-03 | -6.5 | -6.5 | 6.9e-11 | 0.01 | 0.12 | 0.04 | FALSE |
43 | The Cancer Genome Atlas | Thyroid Carcinoma | C20orf111 | 0.08 | 0.06 | lasso | 3 | 0.04 | 4.9e-05 | -5.2 | -5.4 | 8.5e-08 | -0.08 | 0.28 | 0.46 | FALSE |
44 | The Cancer Genome Atlas | Thyroid Carcinoma | SNX21 | 0.07 | 0.00 | blup | 46 | 0.03 | 1.1e-03 | -6.8 | 6.1 | 8.1e-10 | -0.02 | 0.01 | 0.91 | FALSE |