Best TWAS P=6.19e-15 · Best GWAS P=2.85e-16 conditioned to 0.015
# | 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 | MYCBPAP | 0.14 | 0.05 | lasso | 5 | 0.11 | 1.4e-13 | 2.8 | -5.2 | 1.5e-07 | 0.03 | 0.02 | 0.82 | TRUE |
2 | GTEx | Adipose Subcutaneous | HOXB3 | 0.10 | 0.06 | lasso | 4 | 0.04 | 6.8e-04 | 6.2 | -6.1 | 8.6e-10 | 0.02 | 0.12 | 0.76 | FALSE |
3 | GTEx | Adipose Subcutaneous | HOXB2 | 0.17 | 0.18 | lasso | 9 | 0.16 | 5.7e-13 | 5.0 | -5.3 | 1.2e-07 | 0.04 | 0.89 | 0.11 | FALSE |
4 | GTEx | Adipose Subcutaneous | HOXB-AS1 | 0.14 | 0.08 | lasso | 7 | 0.08 | 7.9e-07 | 5.3 | -5.1 | 2.8e-07 | 0.05 | 0.53 | 0.47 | FALSE |
5 | GTEx | Adipose Visceral Omentum | HOXB2 | 0.12 | 0.16 | lasso | 3 | 0.17 | 3.6e-09 | 5.5 | -5.4 | 5.5e-08 | 0.04 | 0.33 | 0.66 | FALSE |
6 | GTEx | Artery Coronary | RP11-6N17.6 | 0.13 | 0.01 | lasso | 18 | 0.00 | 3.1e-01 | -3.6 | 6.1 | 1.3e-09 | -0.02 | 0.06 | 0.48 | FALSE |
7 | GTEx | Brain Cerebellar Hemisphere | SNX11 | 0.25 | 0.19 | enet | 38 | 0.22 | 2.0e-06 | -3.2 | 7.8 | 6.2e-15 | -0.05 | 0.16 | 0.31 | TRUE |
8 | GTEx | Colon Transverse | RP5-890E16.2 | 0.14 | 0.03 | lasso | 7 | 0.02 | 5.9e-02 | -3.8 | 6.2 | 4.9e-10 | -0.04 | 0.10 | 0.58 | FALSE |
9 | GTEx | Esophagus Gastroesophageal Junction | HOXB2 | 0.14 | 0.19 | lasso | 3 | 0.17 | 1.2e-06 | 5.3 | -5.2 | 2.1e-07 | 0.04 | 0.41 | 0.42 | FALSE |
10 | GTEx | Esophagus Mucosa | NFE2L1 | 0.07 | 0.02 | lasso | 4 | 0.01 | 8.6e-02 | -6.4 | -6.7 | 2.3e-11 | -0.03 | 0.03 | 0.92 | TRUE |
11 | GTEx | Lung | HOXB-AS1 | 0.07 | 0.04 | lasso | 6 | 0.05 | 1.6e-04 | 6.2 | -5.9 | 3.1e-09 | 0.05 | 0.21 | 0.76 | FALSE |
12 | GTEx | Muscle Skeletal | HOXB2 | 0.16 | 0.07 | lasso | 9 | 0.08 | 3.4e-08 | 4.9 | -6.2 | 5.2e-10 | 0.04 | 0.26 | 0.74 | FALSE |
13 | GTEx | Nerve Tibial | HOXB2 | 0.09 | 0.08 | lasso | 7 | 0.09 | 8.9e-07 | 6.2 | -5.2 | 1.7e-07 | 0.04 | 0.14 | 0.84 | FALSE |
14 | GTEx | Nerve Tibial | RP5-890E16.2 | 0.16 | 0.09 | lasso | 7 | 0.08 | 3.2e-06 | -3.3 | 5.7 | 1.1e-08 | 0.02 | 0.15 | 0.85 | FALSE |
15 | GTEx | Skin Not Sun Exposed Suprapubic | HOXB2 | 0.13 | 0.08 | enet | 14 | 0.11 | 9.7e-07 | 6.2 | -6.0 | 1.6e-09 | 0.02 | 0.13 | 0.86 | FALSE |
16 | GTEx | Skin Not Sun Exposed Suprapubic | HOXB-AS1 | 0.09 | 0.00 | enet | 34 | 0.00 | 3.4e-01 | 2.2 | -6.3 | 2.2e-10 | 0.02 | 0.09 | 0.54 | TRUE |
17 | GTEx | Skin Sun Exposed Lower leg | RP11-6N17.6 | 0.07 | 0.02 | enet | 12 | 0.04 | 1.6e-04 | -3.5 | 5.4 | 7.3e-08 | 0.01 | 0.04 | 0.88 | FALSE |
18 | GTEx | Small Intestine Terminal Ileum | SNX11 | 0.29 | 0.13 | lasso | 18 | 0.22 | 1.2e-05 | -3.6 | 5.5 | 3.5e-08 | -0.06 | 0.38 | 0.15 | FALSE |
19 | GTEx | Spleen | HOXB2 | 0.36 | 0.19 | lasso | 9 | 0.19 | 1.3e-05 | 6.2 | -5.4 | 7.9e-08 | 0.03 | 0.07 | 0.83 | FALSE |
20 | GTEx | Spleen | HOXB-AS1 | 0.27 | 0.21 | enet | 25 | 0.19 | 1.5e-05 | 5.0 | -5.4 | 6.0e-08 | 0.05 | 0.20 | 0.69 | FALSE |
21 | GTEx | Vagina | HOXB2 | 0.16 | 0.03 | lasso | 10 | 0.09 | 5.3e-03 | 6.3 | -6.1 | 1.2e-09 | 0.03 | 0.05 | 0.61 | FALSE |
22 | GTEx | Whole Blood | HOXB3 | 0.15 | 0.00 | lasso | 8 | 0.00 | 1.2e-01 | 6.4 | -7.0 | 1.8e-12 | 0.01 | 0.02 | 0.86 | FALSE |
23 | GTEx | Whole Blood | HOXB2 | 0.30 | 0.16 | lasso | 8 | 0.16 | 3.0e-14 | 6.4 | -6.3 | 2.2e-10 | 0.01 | 0.03 | 0.97 | FALSE |
24 | GTEx | Whole Blood | HOXB-AS1 | 0.14 | 0.05 | enet | 27 | 0.07 | 6.7e-07 | 6.6 | -6.6 | 3.1e-11 | 0.04 | 0.02 | 0.98 | FALSE |
25 | METSIM | Adipose | HOXB2 | 0.16 | 0.22 | lasso | 6 | 0.22 | 2.9e-32 | 6.2 | -6.5 | 6.7e-11 | 0.02 | 0.04 | 0.96 | FALSE |
26 | METSIM | Adipose | ZNF652 | 0.05 | 0.03 | lasso | 8 | 0.05 | 6.2e-08 | 3.4 | 5.9 | 3.9e-09 | -0.28 | 0.98 | 0.02 | FALSE |
27 | NTR | Blood | HOXB2 | 0.03 | 0.02 | lasso | 4 | 0.02 | 1.2e-08 | 5.6 | -6.0 | 2.5e-09 | 0.01 | 0.06 | 0.94 | FALSE |
28 | YFS | Blood | GNGT2 | 0.13 | 0.13 | lasso | 5 | 0.12 | 1.1e-38 | -5.7 | -6.0 | 1.6e-09 | 0.18 | 1.00 | 0.00 | FALSE |
29 | YFS | Blood | HOXB2 | 0.60 | 0.64 | enet | 48 | 0.69 | 1.0e-320 | 5.6 | -7.0 | 2.1e-12 | 0.03 | 0.75 | 0.25 | FALSE |
30 | YFS | Blood | HOXB4 | 0.03 | 0.02 | blup | 396 | 0.01 | 7.3e-05 | 6.4 | -6.4 | 1.5e-10 | 0.09 | 0.01 | 0.98 | FALSE |
31 | YFS | Blood | HOXB7 | 0.03 | 0.01 | blup | 408 | 0.01 | 5.1e-05 | 6.4 | -6.6 | 3.8e-11 | 0.07 | 0.03 | 0.96 | FALSE |
32 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | HOXB2 | 0.03 | 0.02 | enet | 3 | 0.02 | 3.5e-03 | 6.4 | -6.6 | 3.8e-11 | 0.01 | 0.02 | 0.71 | FALSE |
33 | The Cancer Genome Atlas | Breast Invasive Carcinoma | GNGT2 | 0.04 | 0.04 | lasso | 4 | 0.03 | 1.3e-07 | -5.7 | -5.9 | 4.4e-09 | 0.18 | 0.75 | 0.24 | FALSE |
34 | The Cancer Genome Atlas | Colon Adenocarcinoma | PRR15L | 0.14 | 0.05 | lasso | 4 | 0.10 | 2.0e-06 | -6.6 | 6.1 | 8.6e-10 | 0.03 | 0.00 | 1.00 | TRUE |
35 | The Cancer Genome Atlas | Colon Adenocarcinoma | ZNF652 | 0.09 | 0.01 | enet | 12 | 0.05 | 5.5e-04 | -8.0 | 6.8 | 1.2e-11 | -0.53 | 0.01 | 0.80 | FALSE |
36 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | GNGT2 | 0.07 | 0.05 | lasso | 3 | 0.05 | 3.3e-06 | -5.7 | -5.2 | 2.4e-07 | 0.10 | 0.46 | 0.31 | FALSE |
37 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | HOXB2 | 0.03 | 0.02 | blup | 47 | 0.03 | 5.1e-04 | 6.4 | -6.1 | 8.8e-10 | 0.03 | 0.03 | 0.88 | FALSE |
38 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GNGT2 | 0.09 | 0.07 | blup | 48 | 0.06 | 2.7e-07 | -5.7 | -6.3 | 3.9e-10 | 0.23 | 0.16 | 0.84 | FALSE |
39 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ZNF652 | 0.03 | 0.03 | enet | 5 | 0.03 | 2.6e-04 | -6.8 | 6.9 | 5.3e-12 | -0.37 | 0.37 | 0.12 | FALSE |
40 | The Cancer Genome Atlas | Brain Lower Grade Glioma | GNGT2 | 0.08 | 0.06 | enet | 7 | 0.08 | 3.9e-09 | -5.7 | -5.9 | 3.4e-09 | 0.26 | 0.72 | 0.27 | FALSE |
41 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ZNF652 | 0.06 | 0.03 | lasso | 4 | 0.02 | 1.6e-03 | -6.9 | 6.6 | 5.4e-11 | -0.45 | 0.40 | 0.15 | FALSE |
42 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | GNGT2 | 0.16 | 0.07 | lasso | 5 | 0.07 | 4.8e-04 | -5.7 | -5.5 | 3.1e-08 | 0.13 | 0.03 | 0.05 | FALSE |
43 | The Cancer Genome Atlas | Lung Adenocarcinoma | HOXB2 | 0.04 | 0.02 | lasso | 4 | 0.02 | 4.4e-03 | 5.0 | -5.3 | 1.5e-07 | 0.03 | 0.08 | 0.70 | FALSE |
44 | The Cancer Genome Atlas | Lung Adenocarcinoma | ZNF652 | 0.05 | 0.02 | blup | 55 | 0.02 | 2.5e-03 | -7.3 | 7.7 | 1.6e-14 | -0.40 | 0.21 | 0.34 | TRUE |
45 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | GNGT2 | 0.06 | 0.04 | lasso | 2 | 0.04 | 3.5e-05 | -5.7 | -5.7 | 1.0e-08 | 0.17 | 0.22 | 0.09 | FALSE |
46 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SNX11 | 0.06 | 0.06 | lasso | 3 | 0.05 | 2.8e-06 | -6.4 | 6.2 | 5.9e-10 | 0.03 | 0.00 | 1.00 | FALSE |
47 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | GNGT2 | 0.15 | 0.05 | enet | 4 | 0.08 | 3.4e-04 | -5.7 | -6.0 | 1.5e-09 | 0.20 | 0.06 | 0.60 | FALSE |
48 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GNGT2 | 0.04 | 0.04 | lasso | 3 | 0.03 | 2.8e-04 | -5.7 | -5.8 | 7.0e-09 | 0.18 | 0.21 | 0.25 | FALSE |
49 | The Cancer Genome Atlas | Rectum Adenocarcinoma | HOXB2 | 0.15 | 0.04 | blup | 46 | 0.04 | 3.3e-02 | 2.3 | -5.2 | 1.7e-07 | 0.04 | 0.02 | 0.48 | TRUE |
50 | The Cancer Genome Atlas | Soft Tissue Sarcoma | CDK5RAP3 | 0.13 | 0.02 | blup | 61 | 0.04 | 1.2e-03 | -6.3 | -5.1 | 2.8e-07 | -0.03 | 0.01 | 0.94 | TRUE |
51 | The Cancer Genome Atlas | Thyroid Carcinoma | HOXB2 | 0.05 | 0.07 | blup | 47 | 0.07 | 2.0e-07 | 5.0 | -5.6 | 1.9e-08 | 0.03 | 0.06 | 0.94 | FALSE |
52 | The Cancer Genome Atlas | Thyroid Carcinoma | NFE2L1 | 0.04 | 0.05 | lasso | 3 | 0.04 | 1.9e-04 | -6.3 | -6.0 | 2.0e-09 | -0.02 | 0.01 | 0.97 | TRUE |
53 | The Cancer Genome Atlas | Thyroid Carcinoma | PRR15L | 0.06 | 0.02 | blup | 60 | 0.04 | 5.2e-05 | -3.5 | 5.3 | 1.1e-07 | 0.01 | 0.10 | 0.30 | FALSE |