Best TWAS P=1.22e-80 · Best GWAS P=3.33e-77 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 | SNX16 | 0.26 | 0.30 | lasso | 10 | 0.34 | 5.1e-43 | 18.6 | -19.0 | 1.2e-80 | -0.97 | 0.01 | 0.99 | TRUE |
2 | GTEx | Adipose Subcutaneous | ZFAND1 | 0.08 | 0.00 | enet | 9 | 0.00 | 4.7e-01 | 5.7 | -9.5 | 2.6e-21 | -0.54 | 0.02 | 0.57 | FALSE |
3 | GTEx | Adipose Subcutaneous | SNX16 | 0.36 | 0.45 | enet | 30 | 0.49 | 7.5e-45 | -3.5 | -7.6 | 2.5e-14 | -0.68 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Visceral Omentum | SNX16 | 0.33 | 0.29 | lasso | 7 | 0.32 | 1.9e-17 | -3.5 | -5.6 | 2.2e-08 | -0.58 | 1.00 | 0.00 | FALSE |
5 | GTEx | Artery Aorta | ZFAND1 | 0.24 | 0.09 | enet | 21 | 0.10 | 3.4e-06 | 5.7 | -6.1 | 1.3e-09 | -0.40 | 0.47 | 0.42 | TRUE |
6 | GTEx | Artery Aorta | SNX16 | 0.46 | 0.30 | lasso | 11 | 0.30 | 6.9e-17 | -3.9 | -7.4 | 1.2e-13 | -0.62 | 1.00 | 0.00 | FALSE |
7 | GTEx | Artery Aorta | CHMP4C | 0.16 | 0.10 | enet | 19 | 0.10 | 3.1e-06 | -3.8 | 10.4 | 3.8e-25 | 0.45 | 0.37 | 0.10 | FALSE |
8 | GTEx | Artery Coronary | SNX16 | 0.25 | 0.21 | lasso | 11 | 0.22 | 6.2e-08 | -3.8 | -10.1 | 3.7e-24 | -0.75 | 0.12 | 0.87 | TRUE |
9 | GTEx | Artery Tibial | ZFAND1 | 0.10 | 0.01 | lasso | 6 | 0.02 | 1.3e-02 | 1.7 | -5.1 | 2.8e-07 | -0.19 | 0.10 | 0.12 | FALSE |
10 | GTEx | Artery Tibial | SNX16 | 0.36 | 0.37 | lasso | 9 | 0.42 | 1.8e-35 | -3.5 | -7.2 | 8.9e-13 | -0.63 | 1.00 | 0.00 | FALSE |
11 | GTEx | Artery Tibial | CHMP4C | 0.16 | 0.02 | lasso | 5 | 0.01 | 3.4e-02 | 5.8 | 6.0 | 1.7e-09 | 0.38 | 0.67 | 0.04 | FALSE |
12 | GTEx | Brain Cerebellar Hemisphere | SNX16 | 0.28 | 0.13 | lasso | 9 | 0.24 | 8.5e-07 | -3.8 | -9.4 | 3.8e-21 | -0.69 | 0.06 | 0.89 | FALSE |
13 | GTEx | Brain Cerebellum | SNX16 | 0.24 | 0.05 | lasso | 13 | 0.09 | 1.3e-03 | -2.4 | -6.9 | 4.1e-12 | -0.60 | 0.19 | 0.61 | FALSE |
14 | GTEx | Brain Hippocampus | SNX16 | 0.21 | 0.11 | lasso | 7 | 0.07 | 1.0e-02 | 18.5 | -18.5 | 2.6e-76 | -1.00 | 0.02 | 0.84 | FALSE |
15 | GTEx | Brain Putamen basal ganglia | SNX16 | 0.34 | 0.13 | enet | 13 | 0.18 | 3.9e-05 | -3.8 | -12.2 | 4.1e-34 | -0.82 | 0.03 | 0.86 | FALSE |
16 | GTEx | Breast Mammary Tissue | SNX16 | 0.27 | 0.38 | enet | 24 | 0.40 | 8.8e-22 | -3.5 | -6.5 | 6.8e-11 | -0.61 | 1.00 | 0.00 | FALSE |
17 | GTEx | Cells EBV-transformed lymphocytes | SNX16 | 0.47 | 0.33 | lasso | 14 | 0.37 | 6.2e-13 | 18.5 | -15.6 | 5.6e-55 | -0.93 | 0.01 | 0.99 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | SNX16 | 0.29 | 0.38 | enet | 26 | 0.40 | 1.2e-31 | -3.8 | -6.0 | 2.2e-09 | -0.59 | 1.00 | 0.00 | FALSE |
19 | GTEx | Colon Sigmoid | ZFAND1 | 0.16 | 0.01 | enet | 16 | 0.00 | 4.2e-01 | -5.5 | -9.3 | 1.9e-20 | -0.41 | 0.03 | 0.49 | TRUE |
20 | GTEx | Esophagus Mucosa | ZFAND1 | 0.11 | 0.11 | lasso | 8 | 0.10 | 2.7e-07 | 6.1 | -7.5 | 8.0e-14 | -0.42 | 0.97 | 0.02 | FALSE |
21 | GTEx | Esophagus Mucosa | SNX16 | 0.13 | 0.18 | enet | 19 | 0.17 | 1.6e-11 | -3.5 | -6.3 | 3.5e-10 | -0.59 | 1.00 | 0.00 | FALSE |
22 | GTEx | Esophagus Mucosa | CHMP4C | 0.57 | 0.42 | lasso | 4 | 0.43 | 3.7e-31 | -3.8 | 5.4 | 6.0e-08 | 0.28 | 1.00 | 0.00 | FALSE |
23 | GTEx | Esophagus Muscularis | ZFAND1 | 0.12 | 0.09 | lasso | 4 | 0.11 | 3.8e-07 | 5.7 | -6.2 | 5.3e-10 | -0.37 | 0.92 | 0.01 | FALSE |
24 | GTEx | Esophagus Muscularis | SNX16 | 0.36 | 0.34 | enet | 35 | 0.37 | 1.0e-23 | -3.5 | -5.7 | 9.5e-09 | -0.55 | 1.00 | 0.00 | FALSE |
25 | GTEx | Heart Atrial Appendage | CHMP4C | 0.13 | 0.04 | lasso | 3 | 0.14 | 1.2e-06 | -3.8 | 14.6 | 3.4e-48 | 0.74 | 0.01 | 0.94 | FALSE |
26 | GTEx | Liver | SNX16 | 0.22 | 0.19 | lasso | 7 | 0.27 | 3.6e-08 | -3.8 | -10.2 | 1.9e-24 | -0.74 | 0.04 | 0.91 | TRUE |
27 | GTEx | Lung | SNX16 | 0.40 | 0.41 | lasso | 7 | 0.46 | 1.8e-38 | -3.5 | -5.2 | 2.1e-07 | -0.57 | 1.00 | 0.00 | FALSE |
28 | GTEx | Muscle Skeletal | SNX16 | 0.13 | 0.07 | enet | 18 | 0.12 | 6.3e-12 | 17.7 | -13.0 | 2.0e-38 | -0.71 | 0.66 | 0.34 | FALSE |
29 | GTEx | Nerve Tibial | SNX16 | 0.29 | 0.29 | lasso | 4 | 0.32 | 2.6e-23 | -3.8 | -6.5 | 6.1e-11 | -0.62 | 1.00 | 0.00 | FALSE |
30 | GTEx | Pituitary | SNX16 | 0.43 | 0.19 | enet | 41 | 0.28 | 1.1e-07 | -3.8 | -9.8 | 1.4e-22 | -0.51 | 0.15 | 0.51 | FALSE |
31 | GTEx | Prostate | SNX16 | 0.42 | 0.29 | lasso | 10 | 0.30 | 3.3e-08 | -3.7 | -9.7 | 4.1e-22 | -0.75 | 0.06 | 0.92 | FALSE |
32 | GTEx | Skin Not Sun Exposed Suprapubic | CHMP4C | 0.47 | 0.32 | lasso | 8 | 0.32 | 5.8e-18 | -3.8 | 5.9 | 4.3e-09 | 0.25 | 1.00 | 0.00 | FALSE |
33 | GTEx | Small Intestine Terminal Ileum | SNX16 | 0.30 | 0.10 | enet | 20 | 0.10 | 3.2e-03 | -2.5 | -7.2 | 5.7e-13 | -0.61 | 0.08 | 0.75 | FALSE |
34 | GTEx | Stomach | IMPA1 | 0.09 | 0.01 | enet | 5 | 0.04 | 6.2e-03 | -4.2 | 5.1 | 2.9e-07 | 0.09 | 0.36 | 0.03 | FALSE |
35 | GTEx | Thyroid | ZFAND1 | 0.07 | 0.04 | lasso | 3 | 0.04 | 5.9e-04 | 6.1 | -5.9 | 3.1e-09 | -0.36 | 0.56 | 0.11 | FALSE |
36 | GTEx | Whole Blood | SNX16 | 0.09 | 0.03 | enet | 14 | 0.04 | 1.7e-04 | -4.8 | -10.1 | 5.6e-24 | -0.76 | 0.11 | 0.89 | FALSE |
37 | METSIM | Adipose | CHMP4C | 0.09 | 0.03 | bslmm | 347 | 0.05 | 2.4e-08 | 2.0 | 7.4 | 1.1e-13 | 0.42 | 0.79 | 0.17 | FALSE |
38 | METSIM | Adipose | SNX16 | 0.21 | 0.32 | bslmm | 335 | 0.32 | 9.9e-49 | -3.4 | -6.8 | 7.4e-12 | -0.62 | 1.00 | 0.00 | FALSE |
39 | METSIM | Adipose | ZFAND1 | 0.11 | 0.11 | lasso | 5 | 0.10 | 1.3e-14 | 5.7 | -5.1 | 3.1e-07 | -0.31 | 1.00 | 0.00 | FALSE |
40 | NTR | Blood | SNX16 | 0.02 | 0.02 | lasso | 4 | 0.02 | 1.7e-08 | 18.5 | -13.9 | 1.2e-43 | -0.89 | 0.01 | 0.99 | FALSE |
41 | YFS | Blood | SNX16 | 0.13 | 0.18 | lasso | 12 | 0.25 | 1.5e-81 | -3.5 | -12.6 | 2.7e-36 | -0.83 | 0.99 | 0.01 | FALSE |
42 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | SNX16 | 0.09 | 0.08 | enet | 15 | 0.10 | 3.4e-09 | 18.5 | -16.6 | 4.5e-62 | -0.92 | 0.01 | 0.99 | FALSE |
43 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CHMP4C | 0.47 | 0.24 | lasso | 4 | 0.24 | 2.3e-48 | -3.8 | 5.2 | 1.8e-07 | 0.24 | 1.00 | 0.00 | FALSE |
44 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SNX16 | 0.10 | 0.17 | lasso | 7 | 0.18 | 1.1e-35 | -3.5 | -6.6 | 4.8e-11 | -0.62 | 1.00 | 0.00 | FALSE |
45 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | SNX16 | 0.08 | 0.10 | lasso | 4 | 0.09 | 2.7e-05 | 18.6 | -17.6 | 2.8e-69 | -0.99 | 0.01 | 0.99 | FALSE |
46 | The Cancer Genome Atlas | Colon Adenocarcinoma | SNX16 | 0.13 | 0.14 | lasso | 11 | 0.14 | 1.2e-08 | -3.4 | -6.5 | 9.0e-11 | -0.60 | 0.82 | 0.17 | FALSE |
47 | The Cancer Genome Atlas | Esophageal Carcinoma | SNX16 | 0.12 | 0.03 | blup | 65 | 0.05 | 1.3e-02 | -3.5 | -11.8 | 4.4e-32 | -0.76 | 0.05 | 0.54 | FALSE |
48 | The Cancer Genome Atlas | Glioblastoma Multiforme | SNX16 | 0.14 | 0.05 | blup | 65 | 0.08 | 1.8e-03 | -4.8 | -12.6 | 3.7e-36 | -0.85 | 0.02 | 0.76 | FALSE |
49 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SNX16 | 0.10 | 0.14 | lasso | 5 | 0.15 | 3.5e-16 | 18.6 | -15.6 | 7.2e-55 | -0.93 | 0.00 | 1.00 | FALSE |
50 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SNX16 | 0.19 | 0.32 | lasso | 7 | 0.36 | 7.1e-43 | -3.6 | -10.5 | 1.3e-25 | -0.75 | 1.00 | 0.00 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SNX16 | 0.18 | 0.01 | enet | 13 | 0.10 | 2.5e-06 | -3.4 | -8.0 | 1.8e-15 | -0.54 | 0.51 | 0.45 | TRUE |
52 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CHMP4C | 0.16 | 0.02 | enet | 20 | 0.06 | 1.5e-07 | -3.8 | 6.2 | 7.3e-10 | 0.34 | 0.60 | 0.03 | TRUE |
53 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SNX16 | 0.26 | 0.12 | blup | 65 | 0.21 | 1.3e-23 | -3.4 | -13.5 | 1.1e-41 | -0.78 | 0.10 | 0.90 | FALSE |
54 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | SNX16 | 0.23 | 0.15 | lasso | 7 | 0.22 | 6.6e-11 | 16.8 | -12.6 | 1.7e-36 | -0.76 | 0.12 | 0.88 | FALSE |
55 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | ZFAND1 | 0.09 | 0.03 | blup | 43 | 0.05 | 1.7e-03 | -5.9 | 6.3 | 3.0e-10 | 0.22 | 0.06 | 0.12 | TRUE |
56 | The Cancer Genome Atlas | Lung Adenocarcinoma | SNX16 | 0.17 | 0.20 | enet | 13 | 0.29 | 1.6e-34 | -3.4 | -13.2 | 4.7e-40 | -0.84 | 0.05 | 0.95 | FALSE |
57 | The Cancer Genome Atlas | Lung Adenocarcinoma | ZFAND1 | 0.03 | 0.04 | lasso | 1 | 0.03 | 2.8e-04 | 5.7 | -5.8 | 9.1e-09 | -0.33 | 0.32 | 0.14 | FALSE |
58 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SNX16 | 0.11 | 0.12 | blup | 65 | 0.15 | 4.6e-17 | 18.5 | -16.7 | 1.4e-62 | -0.92 | 0.01 | 0.99 | TRUE |
59 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | SNX16 | 0.06 | 0.01 | blup | 65 | 0.02 | 2.5e-02 | 17.1 | -14.4 | 7.4e-47 | -0.87 | 0.02 | 0.90 | FALSE |
60 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SNX16 | 0.23 | 0.20 | lasso | 9 | 0.22 | 1.3e-09 | -2.4 | -9.0 | 2.9e-19 | -0.70 | 0.43 | 0.57 | TRUE |
61 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | SNX16 | 0.35 | 0.20 | lasso | 8 | 0.29 | 3.5e-12 | -3.5 | -11.4 | 5.4e-30 | -0.78 | 0.07 | 0.93 | FALSE |
62 | The Cancer Genome Atlas | Rectum Adenocarcinoma | SNX16 | 0.31 | 0.26 | blup | 65 | 0.25 | 1.6e-06 | 18.5 | -16.2 | 1.1e-58 | -0.90 | 0.02 | 0.98 | FALSE |
63 | The Cancer Genome Atlas | Soft Tissue Sarcoma | SNX16 | 0.11 | 0.06 | enet | 17 | 0.10 | 8.5e-07 | -3.6 | -10.0 | 1.2e-23 | -0.76 | 0.04 | 0.95 | FALSE |
64 | The Cancer Genome Atlas | Stomach Adenocarcinoma | CHMP4C | 0.52 | 0.28 | lasso | 8 | 0.29 | 1.7e-21 | -3.8 | 5.9 | 4.1e-09 | 0.21 | 1.00 | 0.00 | TRUE |
65 | The Cancer Genome Atlas | Stomach Adenocarcinoma | SNX16 | 0.13 | 0.05 | blup | 65 | 0.12 | 2.5e-09 | -3.5 | -11.8 | 2.2e-32 | -0.75 | 0.48 | 0.51 | FALSE |
66 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | SNX16 | 0.13 | 0.04 | blup | 65 | 0.05 | 5.6e-03 | 16.8 | -14.3 | 1.8e-46 | -0.76 | 0.05 | 0.73 | FALSE |
67 | The Cancer Genome Atlas | Thyroid Carcinoma | SNX16 | 0.19 | 0.21 | enet | 14 | 0.25 | 3.8e-24 | -3.5 | -8.9 | 3.4e-19 | -0.68 | 1.00 | 0.00 | TRUE |
68 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | CHMP4C | 0.48 | 0.24 | lasso | 2 | 0.23 | 3.9e-07 | -3.8 | 6.1 | 1.4e-09 | 0.31 | 0.38 | 0.08 | FALSE |
69 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | SNX16 | 0.45 | 0.06 | enet | 20 | 0.15 | 6.2e-05 | 17.7 | -9.7 | 3.6e-22 | -0.56 | 0.02 | 0.47 | TRUE |