Best TWAS P=1.63e-11 · Best GWAS P=4.58e-11 conditioned to 0.027
# | 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 | STRADA | 0.04 | 0.03 | lasso | 1 | 0.03 | 2.7e-04 | -5.4 | -5.4 | 7.9e-08 | -0.52 | 0.43 | 0.42 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | TCAM1P | 0.05 | 0.03 | enet | 8 | 0.04 | 4.1e-06 | 6.3 | -5.9 | 3.8e-09 | -0.83 | 0.04 | 0.96 | FALSE |
3 | GTEx | Adipose Subcutaneous | CD79B | 0.15 | 0.16 | enet | 9 | 0.17 | 3.5e-14 | 6.1 | -5.9 | 3.1e-09 | -0.77 | 0.06 | 0.94 | FALSE |
4 | GTEx | Adipose Visceral Omentum | CD79B | 0.15 | 0.00 | lasso | 6 | 0.02 | 4.1e-02 | 6.1 | -5.6 | 1.8e-08 | -0.68 | 0.05 | 0.62 | FALSE |
5 | GTEx | Artery Aorta | DDX42 | 0.08 | 0.01 | enet | 4 | 0.01 | 9.1e-02 | -5.3 | -5.4 | 6.2e-08 | -0.50 | 0.37 | 0.11 | FALSE |
6 | GTEx | Brain Hypothalamus | FTSJ3 | 0.23 | 0.26 | lasso | 5 | 0.23 | 4.6e-06 | -5.3 | 5.5 | 3.7e-08 | 0.59 | 0.64 | 0.31 | FALSE |
7 | GTEx | Brain Nucleus accumbens basal ganglia | FTSJ3 | 0.22 | 0.29 | lasso | 7 | 0.25 | 1.8e-07 | -5.3 | 5.3 | 9.5e-08 | 0.51 | 0.76 | 0.21 | FALSE |
8 | GTEx | Breast Mammary Tissue | FTSJ3 | 0.25 | 0.34 | lasso | 5 | 0.33 | 1.1e-17 | -5.5 | 5.1 | 2.8e-07 | 0.44 | 0.80 | 0.20 | FALSE |
9 | GTEx | Breast Mammary Tissue (Male) | PSMC5 | 0.19 | 0.08 | lasso | 6 | 0.07 | 1.1e-02 | -5.3 | 5.4 | 7.1e-08 | 0.50 | 0.12 | 0.40 | FALSE |
10 | GTEx | Breast Mammary Tissue (Female) | CD79B | 0.04 | 0.07 | lasso | 2 | 0.03 | 4.2e-02 | 6.4 | -5.9 | 3.2e-09 | -0.93 | 0.02 | 0.57 | FALSE |
11 | GTEx | Esophagus Mucosa | PSMC5 | 0.11 | 0.09 | lasso | 4 | 0.14 | 1.1e-09 | -5.3 | 6.5 | 1.0e-10 | 0.76 | 0.16 | 0.84 | FALSE |
12 | GTEx | Esophagus Mucosa | STRADA | 0.05 | 0.07 | lasso | 2 | 0.05 | 1.9e-04 | 6.1 | 6.1 | 9.3e-10 | 0.93 | 0.03 | 0.91 | FALSE |
13 | GTEx | Esophagus Muscularis | PSMC5 | 0.12 | 0.08 | lasso | 3 | 0.07 | 3.8e-05 | 6.4 | 6.0 | 2.0e-09 | 0.92 | 0.01 | 0.97 | FALSE |
14 | GTEx | Heart Left Ventricle | FTSJ3 | 0.27 | 0.35 | lasso | 5 | 0.33 | 3.0e-18 | -5.4 | 5.2 | 1.5e-07 | 0.50 | 0.81 | 0.19 | FALSE |
15 | GTEx | Liver | FTSJ3 | 0.13 | 0.05 | lasso | 3 | 0.07 | 4.6e-03 | -5.4 | 5.4 | 6.7e-08 | 0.48 | 0.38 | 0.34 | FALSE |
16 | GTEx | Lung | PSMC5 | 0.04 | 0.00 | enet | 5 | 0.01 | 4.1e-02 | -5.3 | 5.7 | 1.5e-08 | 0.80 | 0.05 | 0.85 | FALSE |
17 | GTEx | Nerve Tibial | DDX42 | 0.07 | 0.08 | enet | 5 | 0.06 | 3.7e-05 | -5.4 | -5.2 | 2.1e-07 | -0.48 | 0.80 | 0.20 | FALSE |
18 | GTEx | Pituitary | FTSJ3 | 0.26 | 0.32 | lasso | 7 | 0.34 | 3.1e-09 | -5.4 | 5.4 | 8.7e-08 | 0.51 | 0.80 | 0.20 | FALSE |
19 | GTEx | Prostate | FTSJ3 | 0.18 | 0.07 | lasso | 3 | 0.08 | 3.7e-03 | -5.3 | 5.2 | 1.6e-07 | 0.51 | 0.43 | 0.25 | FALSE |
20 | GTEx | Skin Sun Exposed Lower leg | PSMC5 | 0.07 | 0.02 | enet | 23 | 0.02 | 1.6e-02 | -4.3 | 5.1 | 2.7e-07 | 0.58 | 0.07 | 0.70 | FALSE |
21 | GTEx | Thyroid | PSMC5 | 0.04 | 0.01 | lasso | 4 | 0.01 | 4.5e-02 | -5.4 | 5.4 | 6.2e-08 | 0.50 | 0.25 | 0.20 | FALSE |
22 | GTEx | Thyroid | DDX42 | 0.07 | 0.07 | lasso | 1 | 0.05 | 1.1e-04 | -5.4 | -5.4 | 7.9e-08 | -0.51 | 0.60 | 0.19 | FALSE |
23 | GTEx | Uterus | FTSJ3 | 0.30 | 0.37 | lasso | 3 | 0.38 | 1.1e-08 | -5.4 | 5.5 | 4.3e-08 | 0.50 | 0.76 | 0.19 | FALSE |
24 | GTEx | Whole Blood | FTSJ3 | 0.09 | 0.07 | lasso | 4 | 0.09 | 1.2e-08 | -4.6 | 5.1 | 2.8e-07 | 0.46 | 0.85 | 0.15 | FALSE |
25 | GTEx | Whole Blood | DDX42 | 0.05 | 0.03 | lasso | 6 | 0.01 | 1.7e-02 | -5.5 | -5.7 | 1.5e-08 | -0.51 | 0.32 | 0.11 | FALSE |
26 | YFS | Blood | FTSJ3 | 0.02 | 0.01 | bslmm | 318 | 0.01 | 6.4e-04 | -5.5 | 5.6 | 2.0e-08 | 0.38 | 0.73 | 0.19 | FALSE |
27 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | FTSJ3 | 0.04 | 0.04 | blup | 30 | 0.04 | 5.4e-04 | -5.5 | 5.1 | 2.8e-07 | 0.46 | 0.38 | 0.20 | FALSE |
28 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CD79B | 0.02 | 0.02 | lasso | 2 | 0.01 | 3.0e-03 | 6.2 | -5.9 | 3.5e-09 | -0.70 | 0.02 | 0.43 | FALSE |
29 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TCAM1P | 0.04 | 0.07 | blup | 26 | 0.07 | 4.9e-15 | -5.4 | -6.2 | 5.3e-10 | -0.66 | 0.77 | 0.23 | FALSE |
30 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CSH2 | 0.09 | 0.01 | blup | 37 | 0.08 | 5.7e-05 | -5.4 | -6.5 | 7.7e-11 | -0.74 | 0.12 | 0.79 | FALSE |
31 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | FTSJ3 | 0.06 | 0.04 | blup | 30 | 0.04 | 4.9e-03 | -5.5 | 5.2 | 2.0e-07 | 0.49 | 0.09 | 0.15 | FALSE |
32 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | TCAM1P | 0.06 | 0.06 | lasso | 1 | 0.06 | 8.4e-04 | -5.5 | -5.5 | 4.2e-08 | -0.52 | 0.09 | 0.17 | FALSE |
33 | The Cancer Genome Atlas | Colon Adenocarcinoma | PSMC5 | 0.06 | 0.07 | blup | 27 | 0.07 | 9.4e-05 | -5.4 | 5.2 | 2.2e-07 | 0.48 | 0.58 | 0.26 | FALSE |
34 | The Cancer Genome Atlas | Colon Adenocarcinoma | TCAM1P | 0.05 | 0.03 | blup | 26 | 0.05 | 6.0e-04 | -5.3 | -6.7 | 1.6e-11 | -0.77 | 0.04 | 0.77 | TRUE |
35 | The Cancer Genome Atlas | Esophageal Carcinoma | TCAM1P | 0.09 | 0.11 | lasso | 3 | 0.10 | 4.5e-04 | -5.3 | -5.4 | 6.7e-08 | -0.41 | 0.04 | 0.23 | FALSE |
36 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | FTSJ3 | 0.05 | 0.08 | lasso | 13 | 0.08 | 7.4e-09 | -5.5 | 5.5 | 5.0e-08 | 0.52 | 0.72 | 0.28 | FALSE |
37 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | STRADA | 0.05 | 0.03 | lasso | 1 | 0.02 | 1.7e-03 | 6.2 | 6.2 | 6.7e-10 | 0.93 | 0.00 | 0.91 | FALSE |
38 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | FTSJ3 | 0.24 | 0.30 | blup | 30 | 0.28 | 3.7e-32 | -5.5 | 5.2 | 2.3e-07 | 0.45 | 0.67 | 0.33 | FALSE |
39 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SMARCD2 | 0.04 | 0.06 | enet | 3 | 0.05 | 8.3e-07 | -5.5 | 5.5 | 3.5e-08 | 0.51 | 0.67 | 0.32 | FALSE |
40 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | STRADA | 0.07 | 0.01 | blup | 57 | 0.03 | 5.5e-04 | -4.3 | -6.3 | 2.3e-10 | -0.87 | 0.01 | 0.88 | FALSE |
41 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TCAM1P | 0.04 | 0.06 | lasso | 7 | 0.07 | 3.3e-08 | -5.4 | -5.5 | 3.7e-08 | -0.48 | 0.77 | 0.23 | FALSE |
42 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FTSJ3 | 0.16 | 0.20 | lasso | 4 | 0.19 | 6.8e-11 | -5.5 | 5.3 | 1.1e-07 | 0.49 | 0.71 | 0.29 | FALSE |
43 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TCAM1P | 0.17 | 0.14 | lasso | 4 | 0.11 | 6.5e-07 | -5.4 | -5.1 | 2.6e-07 | -0.43 | 0.72 | 0.26 | FALSE |
44 | The Cancer Genome Atlas | Brain Lower Grade Glioma | STRADA | 0.03 | 0.00 | blup | 57 | 0.01 | 5.2e-02 | 6.2 | -6.5 | 6.4e-11 | -0.91 | 0.00 | 0.83 | FALSE |
45 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TCAM1P | 0.02 | 0.03 | blup | 26 | 0.02 | 9.4e-04 | -5.4 | -6.7 | 1.8e-11 | -0.78 | 0.03 | 0.58 | FALSE |
46 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | FTSJ3 | 0.07 | 0.10 | lasso | 10 | 0.10 | 2.7e-05 | -5.4 | 5.4 | 6.7e-08 | 0.51 | 0.50 | 0.28 | FALSE |
47 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | TCAM1P | 0.10 | 0.13 | enet | 12 | 0.13 | 1.2e-06 | -5.4 | -5.2 | 1.5e-07 | -0.49 | 0.72 | 0.23 | FALSE |
48 | The Cancer Genome Atlas | Lung Adenocarcinoma | TCAM1P | 0.05 | 0.05 | lasso | 1 | 0.05 | 2.0e-06 | -5.5 | -5.5 | 4.9e-08 | -0.51 | 0.72 | 0.26 | FALSE |
49 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | FTSJ3 | 0.30 | 0.12 | enet | 10 | 0.18 | 6.7e-08 | -5.4 | 6.3 | 3.5e-10 | 0.71 | 0.20 | 0.79 | FALSE |
50 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | PSMC5 | 0.12 | 0.05 | enet | 19 | 0.07 | 6.2e-04 | 6.4 | 5.4 | 6.3e-08 | 0.76 | 0.01 | 0.82 | FALSE |
51 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | TCAM1P | 0.13 | 0.14 | blup | 26 | 0.13 | 5.1e-06 | -5.5 | -5.9 | 3.4e-09 | -0.60 | 0.57 | 0.37 | FALSE |
52 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | FTSJ3 | 0.30 | 0.35 | lasso | 11 | 0.36 | 3.2e-15 | -5.4 | 5.5 | 4.5e-08 | 0.52 | 0.72 | 0.28 | FALSE |
53 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | TCAM1P | 0.11 | 0.10 | enet | 13 | 0.11 | 5.2e-05 | -5.4 | -5.4 | 6.5e-08 | -0.52 | 0.39 | 0.21 | FALSE |
54 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PSMC5 | 0.04 | 0.03 | lasso | 1 | 0.03 | 5.6e-04 | 6.4 | 6.4 | 1.7e-10 | 0.95 | 0.01 | 0.95 | FALSE |
55 | The Cancer Genome Atlas | Rectum Adenocarcinoma | FTSJ3 | 0.37 | 0.34 | lasso | 16 | 0.34 | 1.1e-08 | -5.5 | 5.4 | 7.7e-08 | 0.50 | 0.66 | 0.30 | FALSE |
56 | The Cancer Genome Atlas | Soft Tissue Sarcoma | FTSJ3 | 0.17 | 0.22 | blup | 30 | 0.23 | 9.0e-14 | -5.4 | 5.7 | 1.1e-08 | 0.58 | 0.72 | 0.28 | FALSE |
57 | The Cancer Genome Atlas | Soft Tissue Sarcoma | TCAM1P | 0.05 | 0.05 | blup | 26 | 0.05 | 4.3e-04 | -5.4 | -5.7 | 9.2e-09 | -0.57 | 0.21 | 0.22 | FALSE |
58 | The Cancer Genome Atlas | Stomach Adenocarcinoma | FTSJ3 | 0.14 | 0.21 | lasso | 2 | 0.20 | 1.9e-14 | -5.4 | 5.2 | 2.0e-07 | 0.46 | 0.72 | 0.28 | FALSE |
59 | The Cancer Genome Atlas | Thyroid Carcinoma | FTSJ3 | 0.18 | 0.28 | lasso | 16 | 0.27 | 1.4e-26 | -5.4 | 5.4 | 8.4e-08 | 0.51 | 0.73 | 0.27 | FALSE |
60 | The Cancer Genome Atlas | Thyroid Carcinoma | TCAM1P | 0.07 | 0.07 | blup | 26 | 0.08 | 2.8e-08 | -5.5 | -6.6 | 3.6e-11 | -0.80 | 0.06 | 0.94 | FALSE |