Best TWAS P=8.56e-49 · Best GWAS P=3.61e-39 conditioned to 0.174
# | 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 Subcutaneous | SMIM19 | 0.18 | 0.20 | lasso | 6 | 0.22 | 1.1e-17 | -13.05 | -13.4 | 7.0e-41 | 0.94 | 0.01 | 0.99 | FALSE |
2 | GTEx | Adipose Visceral Omentum | SMIM19 | 0.26 | 0.28 | lasso | 4 | 0.28 | 1.0e-14 | -12.65 | -12.0 | 2.9e-33 | 0.96 | 0.04 | 0.96 | FALSE |
3 | GTEx | Adrenal Gland | SMIM19 | 0.24 | 0.09 | lasso | 5 | 0.08 | 9.7e-04 | -12.65 | -12.2 | 3.2e-34 | 0.98 | 0.02 | 0.98 | FALSE |
4 | GTEx | Artery Aorta | SLC20A2 | 0.22 | 0.09 | lasso | 8 | 0.12 | 2.7e-07 | -9.52 | -11.6 | 2.4e-31 | 0.74 | 0.09 | 0.90 | FALSE |
5 | GTEx | Artery Aorta | SMIM19 | 0.32 | 0.36 | lasso | 6 | 0.36 | 1.0e-20 | -13.06 | -13.3 | 3.1e-40 | 0.97 | 0.01 | 0.99 | FALSE |
6 | GTEx | Artery Coronary | SMIM19 | 0.18 | 0.28 | lasso | 2 | 0.28 | 7.4e-10 | -13.00 | -13.0 | 6.5e-39 | 1.00 | 0.01 | 0.99 | FALSE |
7 | GTEx | Artery Tibial | SMIM19 | 0.29 | 0.35 | lasso | 8 | 0.35 | 3.2e-28 | -13.05 | -12.8 | 1.7e-37 | 0.97 | 0.01 | 0.99 | FALSE |
8 | GTEx | Brain Caudate basal ganglia | SMIM19 | 0.19 | 0.17 | lasso | 5 | 0.14 | 6.1e-05 | -12.59 | -11.6 | 4.0e-31 | 0.93 | 0.02 | 0.96 | FALSE |
9 | GTEx | Brain Cerebellar Hemisphere | SMIM19 | 0.32 | 0.35 | enet | 23 | 0.34 | 1.2e-09 | -12.65 | -11.8 | 4.1e-32 | 0.93 | 0.02 | 0.98 | FALSE |
10 | GTEx | Brain Cerebellum | SMIM19 | 0.24 | 0.23 | lasso | 4 | 0.22 | 3.0e-07 | -13.05 | -13.2 | 4.7e-40 | 0.99 | 0.01 | 0.98 | FALSE |
11 | GTEx | Brain Cortex | SMIM19 | 0.31 | 0.22 | enet | 16 | 0.28 | 1.8e-08 | -13.04 | -12.1 | 8.6e-34 | 0.96 | 0.02 | 0.98 | FALSE |
12 | GTEx | Brain Frontal Cortex BA9 | SMIM19 | 0.41 | 0.32 | lasso | 9 | 0.38 | 5.4e-11 | -13.05 | -13.1 | 2.5e-39 | 0.98 | 0.01 | 0.99 | FALSE |
13 | GTEx | Brain Hippocampus | SMIM19 | 0.26 | 0.14 | lasso | 4 | 0.13 | 6.7e-04 | -12.48 | -12.4 | 3.4e-35 | 0.87 | 0.03 | 0.88 | FALSE |
14 | GTEx | Brain Hypothalamus | SMIM19 | 0.18 | 0.19 | lasso | 3 | 0.13 | 6.1e-04 | -13.05 | -13.0 | 6.5e-39 | 1.00 | 0.02 | 0.90 | FALSE |
15 | GTEx | Brain Nucleus accumbens basal ganglia | SMIM19 | 0.33 | 0.31 | lasso | 3 | 0.31 | 6.5e-09 | -13.00 | -13.0 | 1.1e-38 | 0.99 | 0.02 | 0.98 | FALSE |
16 | GTEx | Brain Putamen basal ganglia | SMIM19 | 0.33 | 0.21 | lasso | 3 | 0.21 | 8.1e-06 | -13.03 | -13.2 | 6.8e-40 | 0.99 | 0.01 | 0.98 | FALSE |
17 | GTEx | Breast Mammary Tissue | SMIM19 | 0.18 | 0.17 | lasso | 5 | 0.17 | 3.6e-09 | -13.05 | -13.2 | 1.2e-39 | 0.94 | 0.01 | 0.99 | FALSE |
18 | GTEx | Breast Mammary Tissue (Female) | SMIM19 | 0.29 | 0.21 | lasso | 6 | 0.16 | 1.2e-05 | -12.52 | -13.2 | 5.8e-40 | 0.91 | 0.02 | 0.97 | FALSE |
19 | GTEx | Cells EBV-transformed lymphocytes | SMIM19 | 0.27 | 0.32 | enet | 17 | 0.32 | 3.4e-11 | -12.61 | -12.6 | 3.3e-36 | 0.92 | 0.02 | 0.98 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | SLC20A2 | 0.14 | 0.11 | enet | 13 | 0.14 | 1.7e-10 | 8.10 | -10.2 | 2.8e-24 | 0.91 | 0.25 | 0.75 | FALSE |
21 | GTEx | Cells Transformed fibroblasts | SMIM19 | 0.26 | 0.30 | lasso | 8 | 0.31 | 2.0e-23 | -13.05 | -13.3 | 4.0e-40 | 0.97 | 0.01 | 0.99 | FALSE |
22 | GTEx | Colon Sigmoid | SMIM19 | 0.34 | 0.24 | lasso | 8 | 0.24 | 6.2e-09 | -13.05 | -13.1 | 2.7e-39 | 0.95 | 0.01 | 0.99 | FALSE |
23 | GTEx | Colon Transverse | SMIM19 | 0.37 | 0.38 | lasso | 4 | 0.34 | 5.3e-17 | -13.05 | -13.2 | 8.0e-40 | 0.97 | 0.01 | 0.99 | FALSE |
24 | GTEx | Esophagus Gastroesophageal Junction | SMIM19 | 0.22 | 0.26 | lasso | 3 | 0.23 | 7.1e-09 | -13.05 | -13.1 | 6.3e-39 | 1.00 | 0.01 | 0.99 | FALSE |
25 | GTEx | Esophagus Mucosa | SMIM19 | 0.24 | 0.25 | lasso | 4 | 0.30 | 3.3e-20 | -13.09 | -13.1 | 2.5e-39 | 0.96 | 0.02 | 0.98 | FALSE |
26 | GTEx | Esophagus Muscularis | SMIM19 | 0.35 | 0.34 | enet | 17 | 0.39 | 3.2e-25 | -12.65 | -13.4 | 7.2e-41 | 0.97 | 0.02 | 0.98 | FALSE |
27 | GTEx | Heart Atrial Appendage | SMIM19 | 0.48 | 0.44 | enet | 18 | 0.42 | 2.6e-20 | -13.03 | -12.4 | 2.7e-35 | 0.98 | 0.01 | 0.99 | FALSE |
28 | GTEx | Heart Left Ventricle | SMIM19 | 0.35 | 0.42 | enet | 14 | 0.43 | 1.2e-24 | -13.04 | -12.8 | 2.9e-37 | 0.96 | 0.01 | 0.99 | FALSE |
29 | GTEx | Lung | SLC20A2 | 0.06 | 0.03 | enet | 11 | 0.01 | 7.3e-02 | 8.09 | -8.4 | 5.3e-17 | 0.83 | 0.08 | 0.83 | FALSE |
30 | GTEx | Lung | SMIM19 | 0.20 | 0.17 | lasso | 6 | 0.17 | 2.4e-13 | -13.05 | -12.8 | 1.3e-37 | 0.97 | 0.01 | 0.99 | FALSE |
31 | GTEx | Muscle Skeletal | SMIM19 | 0.18 | 0.20 | lasso | 5 | 0.22 | 8.1e-21 | -13.05 | -13.3 | 1.3e-40 | 0.98 | 0.01 | 0.99 | FALSE |
32 | GTEx | Nerve Tibial | ANK1 | 0.16 | 0.00 | enet | 14 | 0.02 | 1.6e-02 | -5.34 | -5.2 | 2.0e-07 | 0.05 | 0.00 | 0.98 | TRUE |
33 | GTEx | Nerve Tibial | SMIM19 | 0.30 | 0.35 | enet | 22 | 0.36 | 5.7e-27 | -13.05 | -13.4 | 3.2e-41 | 0.95 | 0.01 | 0.99 | FALSE |
34 | GTEx | Ovary | SMIM19 | 0.36 | 0.38 | lasso | 4 | 0.37 | 3.8e-10 | -13.05 | -13.2 | 9.5e-40 | 0.97 | 0.01 | 0.99 | FALSE |
35 | GTEx | Pituitary | SMIM19 | 0.29 | 0.27 | lasso | 5 | 0.23 | 1.6e-06 | -13.00 | -13.2 | 1.5e-39 | 0.98 | 0.02 | 0.98 | FALSE |
36 | GTEx | Prostate | SMIM19 | 0.29 | 0.15 | enet | 13 | 0.20 | 1.0e-05 | -13.09 | -12.8 | 2.1e-37 | 0.98 | 0.02 | 0.98 | FALSE |
37 | GTEx | Skin Not Sun Exposed Suprapubic | SMIM19 | 0.20 | 0.19 | lasso | 5 | 0.20 | 2.7e-11 | -13.00 | -13.4 | 7.8e-41 | 0.98 | 0.01 | 0.99 | FALSE |
38 | GTEx | Skin Sun Exposed Lower leg | SMIM19 | 0.15 | 0.14 | lasso | 10 | 0.15 | 3.6e-12 | -13.05 | -13.5 | 2.1e-41 | 0.93 | 0.01 | 0.99 | FALSE |
39 | GTEx | Spleen | SMIM19 | 0.21 | 0.17 | lasso | 5 | 0.18 | 2.1e-05 | -13.05 | -13.2 | 9.3e-40 | 0.99 | 0.02 | 0.97 | FALSE |
40 | GTEx | Stomach | SMIM19 | 0.21 | 0.14 | lasso | 5 | 0.16 | 7.0e-08 | -13.04 | -13.2 | 1.3e-39 | 0.95 | 0.01 | 0.99 | FALSE |
41 | GTEx | Testis | SMIM19 | 0.18 | 0.12 | lasso | 6 | 0.13 | 1.7e-06 | -12.65 | -12.4 | 1.5e-35 | 0.98 | 0.01 | 0.99 | FALSE |
42 | GTEx | Thyroid | SMIM19 | 0.39 | 0.42 | lasso | 4 | 0.46 | 2.7e-39 | -12.65 | -13.2 | 1.3e-39 | 0.98 | 0.01 | 0.99 | FALSE |
43 | GTEx | Uterus | SMIM19 | 0.27 | 0.20 | enet | 14 | 0.20 | 7.8e-05 | -13.05 | -13.7 | 1.2e-42 | 0.95 | 0.01 | 0.91 | FALSE |
44 | GTEx | Whole Blood | SMIM19 | 0.13 | 0.10 | enet | 16 | 0.09 | 2.9e-08 | -12.59 | -10.2 | 1.2e-24 | 0.81 | 0.03 | 0.97 | FALSE |
45 | METSIM | Adipose | POLB | 0.03 | 0.01 | bslmm | 293 | 0.01 | 2.3e-03 | -3.12 | 8.3 | 7.7e-17 | -0.50 | 0.14 | 0.14 | FALSE |
46 | METSIM | Adipose | SLC20A2 | 0.07 | 0.06 | lasso | 5 | 0.07 | 1.3e-10 | -7.61 | -9.1 | 9.1e-20 | 0.84 | 0.04 | 0.96 | FALSE |
47 | METSIM | Adipose | SMIM19 | 0.16 | 0.15 | enet | 29 | 0.15 | 3.3e-21 | -13.05 | -13.2 | 1.1e-39 | 0.93 | 0.01 | 0.99 | FALSE |
48 | NTR | Blood | POLB | 0.01 | 0.00 | blup | 289 | 0.00 | 3.1e-02 | -0.21 | 6.0 | 1.5e-09 | -0.40 | 0.04 | 0.06 | FALSE |
49 | ROSMAP | Brain Pre-frontal Cortex | SMIM19 | 0.29 | 0.40 | enet | 12 | 0.43 | 4.7e-61 | -12.52 | -13.2 | 1.1e-39 | 0.96 | 0.02 | 0.98 | FALSE |
50 | YFS | Blood | SLC20A2 | 0.05 | 0.04 | blup | 293 | 0.04 | 6.1e-14 | -7.62 | -7.7 | 1.2e-14 | 0.79 | 0.05 | 0.95 | FALSE |
51 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | C8orf40 | 0.07 | 0.09 | blup | 37 | 0.08 | 1.8e-07 | -12.13 | -14.0 | 1.1e-44 | 0.87 | 0.04 | 0.96 | FALSE |
52 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C8orf40 | 0.03 | 0.03 | blup | 37 | 0.03 | 9.7e-08 | -12.17 | -14.4 | 4.8e-47 | 0.80 | 0.03 | 0.97 | FALSE |
53 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SLC20A2 | 0.01 | 0.00 | blup | 62 | 0.01 | 1.8e-02 | -12.48 | 13.0 | 6.9e-39 | -0.93 | 0.02 | 0.87 | FALSE |
54 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | C8orf40 | 0.09 | 0.06 | blup | 37 | 0.08 | 1.2e-04 | -12.52 | -12.3 | 1.5e-34 | 0.97 | 0.02 | 0.96 | FALSE |
55 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | IKBKB | 0.09 | 0.01 | enet | 5 | 0.05 | 1.6e-03 | 4.83 | -5.5 | 4.2e-08 | 0.17 | 0.02 | 0.16 | TRUE |
56 | The Cancer Genome Atlas | Colon Adenocarcinoma | C8orf40 | 0.14 | 0.14 | lasso | 3 | 0.18 | 2.3e-10 | -12.61 | -12.5 | 1.3e-35 | 0.96 | 0.03 | 0.97 | FALSE |
57 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C8orf40 | 0.05 | 0.05 | enet | 9 | 0.06 | 5.9e-07 | -13.09 | -12.9 | 6.4e-38 | 0.89 | 0.02 | 0.98 | FALSE |
58 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C8orf40 | 0.12 | 0.15 | enet | 9 | 0.16 | 4.8e-18 | -13.05 | -12.7 | 5.0e-37 | 0.97 | 0.01 | 0.99 | FALSE |
59 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SLC20A2 | 0.03 | 0.01 | blup | 62 | 0.02 | 2.6e-03 | -7.61 | -7.7 | 1.9e-14 | 0.74 | 0.03 | 0.65 | FALSE |
60 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | C8orf40 | 0.18 | 0.29 | lasso | 4 | 0.27 | 1.2e-15 | -13.05 | -13.1 | 5.8e-39 | 0.94 | 0.01 | 0.99 | FALSE |
61 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C8orf40 | 0.05 | 0.08 | enet | 9 | 0.09 | 2.9e-10 | -13.04 | -12.9 | 8.1e-38 | 0.92 | 0.02 | 0.98 | FALSE |
62 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | C8orf40 | 0.07 | 0.10 | lasso | 2 | 0.07 | 3.6e-04 | -12.65 | -13.7 | 8.3e-43 | 0.94 | 0.02 | 0.94 | FALSE |
63 | The Cancer Genome Atlas | Lung Adenocarcinoma | C8orf40 | 0.05 | 0.10 | blup | 37 | 0.11 | 2.5e-12 | -13.03 | -13.1 | 2.0e-39 | 0.98 | 0.02 | 0.98 | FALSE |
64 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C8orf40 | 0.04 | 0.03 | blup | 37 | 0.04 | 1.9e-05 | -12.48 | -12.6 | 2.9e-36 | 0.98 | 0.02 | 0.98 | FALSE |
65 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | C8orf40 | 0.22 | 0.07 | blup | 37 | 0.09 | 1.6e-04 | -13.04 | -13.7 | 7.3e-43 | 0.90 | 0.02 | 0.94 | FALSE |
66 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | C8orf40 | 0.06 | 0.07 | lasso | 1 | 0.06 | 1.9e-03 | -13.00 | -13.0 | 1.2e-38 | 1.00 | 0.01 | 0.78 | FALSE |
67 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C8orf40 | 0.03 | 0.02 | blup | 34 | 0.02 | 2.7e-03 | -13.09 | -14.5 | 1.2e-47 | 0.88 | 0.01 | 0.88 | FALSE |
68 | The Cancer Genome Atlas | Soft Tissue Sarcoma | C8orf40 | 0.15 | 0.12 | blup | 37 | 0.15 | 2.8e-09 | -13.04 | -14.7 | 8.6e-49 | 0.86 | 0.01 | 0.99 | TRUE |
69 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | C8orf40 | 0.11 | 0.06 | blup | 37 | 0.02 | 9.4e-02 | -13.05 | -12.9 | 7.0e-38 | 0.98 | 0.01 | 0.86 | FALSE |
70 | The Cancer Genome Atlas | Stomach Adenocarcinoma | C8orf40 | 0.05 | 0.04 | lasso | 2 | 0.02 | 1.2e-02 | -13.05 | -13.0 | 8.7e-39 | 1.00 | 0.01 | 0.88 | FALSE |
71 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | C8orf40 | 0.18 | 0.20 | lasso | 4 | 0.20 | 9.4e-08 | -12.65 | -13.0 | 1.2e-38 | 0.98 | 0.02 | 0.98 | FALSE |
72 | The Cancer Genome Atlas | Thyroid Carcinoma | C8orf40 | 0.12 | 0.29 | lasso | 4 | 0.28 | 6.7e-28 | -13.04 | -13.1 | 2.1e-39 | 0.95 | 0.01 | 0.99 | FALSE |