Best TWAS P=1.32e-36 · Best GWAS P=2.63e-38 conditioned to 1
# | 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 | CORO7 | 0.08 | 0.08 | lasso | 2 | 0.06 | 4.3e-08 | 5.5 | -5.5 | 3.1e-08 | 0.04 | 0.04 | 0.96 | FALSE |
2 | GTEx | Adipose Subcutaneous | HMOX2 | 0.13 | 0.05 | lasso | 6 | 0.04 | 2.2e-04 | 5.0 | 5.6 | 2.3e-08 | -0.01 | 0.03 | 0.97 | FALSE |
3 | GTEx | Adipose Subcutaneous | NMRAL1 | 0.31 | 0.33 | lasso | 4 | 0.35 | 9.0e-30 | 5.2 | 5.4 | 5.4e-08 | -0.01 | 0.09 | 0.91 | FALSE |
4 | GTEx | Artery Aorta | NMRAL1 | 0.43 | 0.42 | lasso | 8 | 0.42 | 4.7e-25 | 5.2 | 5.2 | 1.5e-07 | -0.01 | 0.08 | 0.92 | FALSE |
5 | GTEx | Artery Coronary | NMRAL1 | 0.40 | 0.34 | lasso | 5 | 0.34 | 3.5e-12 | 5.5 | 5.6 | 2.2e-08 | -0.01 | 0.04 | 0.96 | FALSE |
6 | GTEx | Artery Tibial | CDIP1 | 0.14 | 0.14 | lasso | 3 | 0.16 | 1.0e-12 | 5.6 | -5.8 | 7.4e-09 | -0.01 | 0.02 | 0.98 | FALSE |
7 | GTEx | Artery Tibial | NMRAL1 | 0.38 | 0.30 | enet | 15 | 0.36 | 1.2e-29 | 5.2 | 5.3 | 1.4e-07 | 0.00 | 0.05 | 0.95 | FALSE |
8 | GTEx | Brain Cerebellar Hemisphere | CDIP1 | 0.47 | 0.47 | lasso | 6 | 0.52 | 1.2e-15 | 5.2 | 5.5 | 4.2e-08 | -0.04 | 0.10 | 0.89 | FALSE |
9 | GTEx | Brain Cerebellar Hemisphere | NMRAL1 | 0.62 | 0.66 | lasso | 3 | 0.68 | 2.2e-23 | 5.2 | 5.3 | 1.4e-07 | -0.01 | 0.12 | 0.88 | FALSE |
10 | GTEx | Brain Cerebellum | CDIP1 | 0.47 | 0.54 | lasso | 7 | 0.52 | 8.3e-18 | 5.2 | 5.6 | 1.7e-08 | -0.01 | 0.08 | 0.92 | FALSE |
11 | GTEx | Brain Cerebellum | NMRAL1 | 0.81 | 0.55 | lasso | 10 | 0.62 | 4.6e-23 | 5.1 | 5.5 | 3.5e-08 | -0.02 | 0.03 | 0.96 | FALSE |
12 | GTEx | Brain Nucleus accumbens basal ganglia | HMOX2 | 0.28 | -0.01 | lasso | 5 | -0.01 | 7.1e-01 | 5.1 | -5.1 | 3.1e-07 | 0.02 | 0.05 | 0.45 | FALSE |
13 | GTEx | Breast Mammary Tissue | NMRAL1 | 0.17 | 0.18 | lasso | 2 | 0.15 | 5.2e-08 | 5.2 | 5.2 | 2.2e-07 | -0.01 | 0.09 | 0.91 | FALSE |
14 | GTEx | Breast Mammary Tissue (Male) | NMRAL1 | 0.20 | 0.11 | lasso | 4 | 0.10 | 2.4e-03 | 5.6 | 5.4 | 6.4e-08 | -0.01 | 0.04 | 0.60 | FALSE |
15 | GTEx | Cells EBV-transformed lymphocytes | CDIP1 | 0.16 | 0.10 | lasso | 7 | 0.06 | 6.8e-03 | 4.8 | -5.5 | 4.7e-08 | 0.04 | 0.03 | 0.91 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | CDIP1 | 0.33 | 0.35 | lasso | 3 | 0.36 | 1.3e-28 | 5.6 | -5.8 | 8.1e-09 | -0.01 | 0.02 | 0.98 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | NMRAL1 | 0.15 | 0.12 | lasso | 5 | 0.12 | 1.6e-09 | 5.2 | 5.2 | 1.7e-07 | -0.01 | 0.05 | 0.95 | FALSE |
18 | GTEx | Colon Sigmoid | CDIP1 | 0.25 | 0.04 | lasso | 6 | 0.04 | 1.6e-02 | 5.3 | -5.5 | 4.8e-08 | 0.01 | 0.04 | 0.63 | FALSE |
19 | GTEx | Colon Sigmoid | NMRAL1 | 0.43 | 0.35 | lasso | 5 | 0.31 | 1.7e-11 | 5.2 | 5.3 | 1.3e-07 | -0.01 | 0.11 | 0.89 | FALSE |
20 | GTEx | Colon Transverse | CDIP1 | 0.21 | 0.07 | lasso | 4 | 0.09 | 4.5e-05 | 5.8 | -5.9 | 3.7e-09 | 0.00 | 0.02 | 0.98 | TRUE |
21 | GTEx | Esophagus Gastroesophageal Junction | CDIP1 | 0.25 | 0.24 | lasso | 5 | 0.25 | 1.2e-09 | 5.6 | -5.9 | 3.7e-09 | -0.01 | 0.03 | 0.97 | FALSE |
22 | GTEx | Esophagus Mucosa | NMRAL1 | 0.23 | 0.13 | lasso | 4 | 0.12 | 2.7e-08 | 5.6 | 5.5 | 3.4e-08 | -0.01 | 0.03 | 0.97 | FALSE |
23 | GTEx | Esophagus Muscularis | CDIP1 | 0.35 | 0.16 | lasso | 11 | 0.20 | 3.9e-12 | 5.8 | -5.6 | 2.7e-08 | -0.02 | 0.01 | 0.99 | FALSE |
24 | GTEx | Heart Atrial Appendage | NMRAL1 | 0.27 | 0.25 | lasso | 2 | 0.23 | 1.1e-10 | 5.2 | 5.2 | 2.0e-07 | -0.01 | 0.12 | 0.88 | FALSE |
25 | GTEx | Heart Left Ventricle | NMRAL1 | 0.36 | 0.26 | enet | 12 | 0.28 | 4.4e-15 | 5.6 | 5.7 | 1.6e-08 | 0.00 | 0.02 | 0.98 | FALSE |
26 | GTEx | Lung | NMRAL1 | 0.16 | 0.11 | enet | 3 | 0.13 | 3.4e-10 | 5.2 | 5.3 | 8.7e-08 | -0.01 | 0.08 | 0.92 | FALSE |
27 | GTEx | Muscle Skeletal | CDIP1 | 0.07 | 0.07 | lasso | 2 | 0.06 | 6.1e-07 | 5.5 | -5.5 | 5.0e-08 | 0.01 | 0.03 | 0.97 | FALSE |
28 | GTEx | Muscle Skeletal | NMRAL1 | 0.27 | 0.22 | enet | 28 | 0.31 | 2.0e-30 | 5.6 | 5.4 | 7.4e-08 | 0.00 | 0.02 | 0.98 | FALSE |
29 | GTEx | Nerve Tibial | CDIP1 | 0.20 | 0.12 | lasso | 5 | 0.13 | 1.4e-09 | 5.8 | -5.6 | 2.2e-08 | -0.01 | 0.01 | 0.99 | FALSE |
30 | GTEx | Nerve Tibial | NMRAL1 | 0.32 | 0.37 | lasso | 3 | 0.36 | 5.2e-27 | 5.2 | 5.2 | 1.5e-07 | -0.01 | 0.15 | 0.85 | FALSE |
31 | GTEx | Pituitary | NMRAL1 | 0.31 | 0.18 | enet | 12 | 0.23 | 1.9e-06 | 5.1 | 5.6 | 1.7e-08 | -0.02 | 0.08 | 0.88 | FALSE |
32 | GTEx | Skin Not Sun Exposed Suprapubic | NMRAL1 | 0.19 | 0.12 | lasso | 3 | 0.11 | 1.3e-06 | 5.1 | 5.1 | 3.1e-07 | 0.00 | 0.16 | 0.84 | FALSE |
33 | GTEx | Skin Sun Exposed Lower leg | CDIP1 | 0.08 | 0.06 | lasso | 3 | 0.05 | 6.8e-05 | 5.6 | -5.5 | 3.2e-08 | 0.01 | 0.03 | 0.95 | FALSE |
34 | GTEx | Testis | NMRAL1 | 0.27 | 0.20 | enet | 6 | 0.22 | 2.4e-10 | 5.6 | 5.8 | 6.7e-09 | -0.02 | 0.04 | 0.96 | FALSE |
35 | GTEx | Thyroid | CDIP1 | 0.15 | 0.14 | lasso | 3 | 0.15 | 1.5e-11 | 5.6 | -5.8 | 5.5e-09 | 0.00 | 0.02 | 0.98 | FALSE |
36 | GTEx | Thyroid | NMRAL1 | 0.18 | 0.14 | lasso | 3 | 0.15 | 2.4e-11 | 5.3 | 5.6 | 1.8e-08 | 0.01 | 0.03 | 0.97 | FALSE |
37 | METSIM | Adipose | CDIP1 | 0.07 | 0.06 | lasso | 5 | 0.08 | 2.8e-12 | 5.7 | -5.8 | 5.2e-09 | 0.01 | 0.01 | 0.99 | FALSE |
38 | METSIM | Adipose | ZG16B | 0.08 | 0.05 | enet | 23 | 0.05 | 6.7e-08 | 4.1 | -5.6 | 2.1e-08 | -0.31 | 1.00 | 0.00 | FALSE |
39 | ROSMAP | Brain Pre-frontal Cortex | CDIP1 | 0.13 | 0.18 | lasso | 2 | 0.17 | 3.6e-21 | 5.5 | 5.7 | 1.5e-08 | -0.02 | 0.03 | 0.97 | FALSE |
40 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C16orf5 | 0.02 | 0.03 | blup | 37 | 0.03 | 9.7e-08 | 5.1 | -5.5 | 3.5e-08 | 0.03 | 0.06 | 0.94 | FALSE |
41 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ZNF500 | 0.11 | 0.01 | blup | 49 | 0.03 | 8.8e-05 | 3.4 | -5.5 | 3.4e-08 | 0.06 | 0.00 | 0.00 | TRUE |
42 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C16orf5 | 0.02 | 0.02 | lasso | 3 | 0.02 | 4.5e-03 | 5.6 | -5.7 | 1.3e-08 | 0.00 | 0.01 | 0.95 | FALSE |
43 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | NAT15 | 0.20 | 0.06 | blup | 56 | 0.08 | 9.0e-10 | 4.3 | -5.7 | 1.6e-08 | -0.05 | 0.03 | 0.97 | FALSE |
44 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TCEB2 | 0.04 | 0.02 | blup | 29 | 0.02 | 1.7e-03 | 5.2 | 7.1 | 9.2e-13 | 0.57 | 0.08 | 0.31 | FALSE |
45 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | C16orf5 | 0.09 | 0.10 | lasso | 2 | 0.06 | 1.6e-04 | 5.3 | -5.3 | 1.1e-07 | 0.00 | 0.02 | 0.96 | FALSE |
46 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | ZG16B | 0.07 | 0.03 | blup | 35 | 0.05 | 4.5e-04 | 4.6 | -6.3 | 3.9e-10 | -0.41 | 0.05 | 0.15 | FALSE |
47 | The Cancer Genome Atlas | Brain Lower Grade Glioma | HMOX2 | 0.02 | 0.03 | lasso | 2 | 0.02 | 3.9e-03 | 5.8 | 5.4 | 5.7e-08 | 0.02 | 0.01 | 0.97 | FALSE |
48 | The Cancer Genome Atlas | Brain Lower Grade Glioma | NMRAL1 | 0.17 | 0.20 | enet | 14 | 0.21 | 3.3e-23 | 5.0 | 5.2 | 1.5e-07 | 0.02 | 0.07 | 0.93 | FALSE |
49 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PRSS33 | 0.13 | 0.10 | lasso | 4 | 0.10 | 6.5e-11 | 12.9 | 12.6 | 1.3e-36 | 0.98 | 0.00 | 1.00 | TRUE |
50 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | ZG16B | 0.28 | 0.25 | blup | 35 | 0.27 | 4.8e-13 | 4.3 | -6.1 | 1.2e-09 | -0.44 | 1.00 | 0.00 | FALSE |
51 | The Cancer Genome Atlas | Lung Adenocarcinoma | C16orf5 | 0.03 | 0.03 | lasso | 2 | 0.02 | 1.3e-03 | 5.5 | -5.5 | 4.0e-08 | 0.01 | 0.03 | 0.92 | FALSE |
52 | The Cancer Genome Atlas | Lung Adenocarcinoma | NAT15 | 0.06 | 0.04 | blup | 56 | 0.04 | 4.1e-05 | 5.5 | -5.9 | 3.3e-09 | -0.04 | 0.02 | 0.95 | FALSE |
53 | The Cancer Genome Atlas | Lung Adenocarcinoma | ZG16B | 0.12 | 0.19 | blup | 35 | 0.19 | 3.1e-21 | 4.2 | -5.4 | 5.5e-08 | -0.34 | 1.00 | 0.00 | FALSE |
54 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | PRSS21 | 0.08 | 0.00 | blup | 45 | 0.03 | 5.6e-03 | 12.9 | 5.3 | 1.3e-07 | 0.45 | 0.00 | 0.25 | FALSE |
55 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | NAT15 | 0.30 | 0.19 | blup | 56 | 0.20 | 1.2e-08 | 5.1 | -5.7 | 1.3e-08 | -0.02 | 0.16 | 0.83 | FALSE |
56 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | ZG16B | 0.14 | 0.14 | blup | 35 | 0.15 | 1.1e-06 | 4.6 | -6.9 | 3.9e-12 | -0.45 | 0.23 | 0.56 | FALSE |
57 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C16orf5 | 0.07 | 0.07 | blup | 37 | 0.07 | 1.1e-07 | 5.1 | -5.7 | 1.3e-08 | 0.01 | 0.02 | 0.97 | FALSE |
58 | The Cancer Genome Atlas | Prostate Adenocarcinoma | LOC342346 | 0.06 | 0.02 | blup | 34 | 0.02 | 1.2e-03 | 5.6 | -5.6 | 2.7e-08 | 0.06 | 0.01 | 0.98 | FALSE |
59 | The Cancer Genome Atlas | Rectum Adenocarcinoma | ZG16B | 0.13 | 0.12 | blup | 35 | 0.12 | 1.0e-03 | 4.8 | -6.0 | 2.7e-09 | -0.40 | 0.06 | 0.17 | FALSE |
60 | The Cancer Genome Atlas | Soft Tissue Sarcoma | NAT15 | 0.20 | 0.08 | enet | 14 | 0.17 | 1.8e-10 | 5.5 | -6.8 | 9.7e-12 | -0.02 | 0.02 | 0.98 | TRUE |
61 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | ZG16B | 0.23 | 0.07 | enet | 18 | 0.15 | 5.8e-06 | 4.3 | -6.9 | 6.4e-12 | -0.39 | 0.11 | 0.14 | FALSE |
62 | The Cancer Genome Atlas | Thyroid Carcinoma | C16orf5 | 0.05 | 0.07 | enet | 4 | 0.07 | 1.1e-07 | 5.8 | -5.8 | 7.0e-09 | -0.01 | 0.01 | 0.99 | FALSE |
63 | The Cancer Genome Atlas | Thyroid Carcinoma | ZG16B | 0.10 | 0.15 | enet | 9 | 0.16 | 2.0e-15 | 4.9 | -6.0 | 1.7e-09 | -0.42 | 1.00 | 0.00 | FALSE |