Best TWAS P=6.69e-15 · Best GWAS P=2.42e-13 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 | HSD17B12 | 0.44 | 0.51 | lasso | 11 | 0.53 | 6.0e-76 | 7.3 | -7.0 | 1.8e-12 | -0.99 | 0.00 | 1.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | HSD17B12 | 0.31 | 0.35 | lasso | 5 | 0.37 | 2.8e-31 | 6.3 | -6.9 | 6.0e-12 | -0.99 | 0.01 | 0.99 | FALSE |
3 | GTEx | Adipose Subcutaneous | RP11-613D13.5 | 0.10 | 0.11 | lasso | 2 | 0.10 | 8.1e-09 | 7.3 | -7.1 | 1.1e-12 | -1.00 | 0.00 | 1.00 | FALSE |
4 | GTEx | Adipose Visceral Omentum | HSD17B12 | 0.28 | 0.25 | enet | 17 | 0.21 | 2.6e-11 | 7.3 | -6.8 | 1.2e-11 | -0.93 | 0.01 | 0.99 | FALSE |
5 | GTEx | Adipose Visceral Omentum | RP11-613D13.5 | 0.18 | 0.01 | lasso | 3 | 0.05 | 8.9e-04 | 7.3 | -6.9 | 4.8e-12 | -0.81 | 0.00 | 1.00 | FALSE |
6 | GTEx | Adrenal Gland | HSD17B12 | 0.20 | 0.19 | lasso | 7 | 0.18 | 5.2e-07 | 7.3 | -7.2 | 4.2e-13 | -1.00 | 0.01 | 0.99 | FALSE |
7 | GTEx | Artery Aorta | HSD17B12 | 0.61 | 0.55 | lasso | 9 | 0.59 | 3.4e-39 | 7.3 | -7.0 | 2.9e-12 | -0.99 | 0.00 | 1.00 | FALSE |
8 | GTEx | Artery Aorta | RP11-613D13.5 | 0.31 | 0.27 | lasso | 3 | 0.27 | 3.0e-15 | 7.3 | -7.0 | 2.3e-12 | -0.99 | 0.00 | 1.00 | FALSE |
9 | GTEx | Artery Coronary | HSD17B12 | 0.61 | 0.41 | lasso | 19 | 0.43 | 4.5e-16 | 7.3 | -6.4 | 1.3e-10 | -0.94 | 0.01 | 0.99 | FALSE |
10 | GTEx | Artery Tibial | HSD17B12 | 0.47 | 0.54 | lasso | 5 | 0.59 | 8.9e-57 | 7.3 | -6.9 | 5.0e-12 | -0.98 | 0.00 | 1.00 | FALSE |
11 | GTEx | Artery Tibial | RP11-613D13.5 | 0.17 | 0.18 | lasso | 6 | 0.18 | 2.4e-14 | 7.3 | -7.5 | 5.5e-14 | -0.98 | 0.00 | 1.00 | FALSE |
12 | GTEx | Brain Caudate basal ganglia | HSD17B12 | 0.68 | 0.43 | lasso | 18 | 0.49 | 6.0e-16 | 6.5 | -6.1 | 8.1e-10 | -0.93 | 0.03 | 0.97 | FALSE |
13 | GTEx | Brain Cerebellar Hemisphere | HSD17B12 | 0.50 | 0.41 | enet | 33 | 0.29 | 3.0e-08 | 6.5 | -6.5 | 6.8e-11 | -0.89 | 0.02 | 0.98 | FALSE |
14 | GTEx | Brain Cerebellum | HSD17B12 | 0.52 | 0.39 | lasso | 16 | 0.36 | 2.4e-11 | 6.5 | -6.9 | 7.0e-12 | -0.95 | 0.02 | 0.98 | FALSE |
15 | GTEx | Brain Cortex | HSD17B12 | 0.52 | 0.37 | lasso | 9 | 0.40 | 5.4e-12 | 6.5 | -6.3 | 2.7e-10 | -0.96 | 0.01 | 0.99 | FALSE |
16 | GTEx | Brain Frontal Cortex BA9 | HSD17B12 | 0.45 | 0.38 | lasso | 7 | 0.36 | 2.8e-10 | 7.3 | -7.0 | 3.3e-12 | -0.99 | 0.01 | 0.99 | FALSE |
17 | GTEx | Brain Hippocampus | HSD17B12 | 0.49 | 0.43 | lasso | 6 | 0.41 | 8.9e-11 | 7.3 | -7.1 | 9.9e-13 | -1.00 | 0.01 | 0.99 | FALSE |
18 | GTEx | Brain Nucleus accumbens basal ganglia | HSD17B12 | 0.41 | 0.27 | lasso | 16 | 0.20 | 4.5e-06 | 6.5 | -6.3 | 3.3e-10 | -0.90 | 0.03 | 0.97 | FALSE |
19 | GTEx | Brain Putamen basal ganglia | HSD17B12 | 0.51 | 0.30 | enet | 28 | 0.33 | 1.3e-08 | 6.5 | -6.3 | 2.7e-10 | -0.87 | 0.03 | 0.97 | FALSE |
20 | GTEx | Breast Mammary Tissue | HSD17B12 | 0.21 | 0.17 | lasso | 1 | 0.12 | 6.0e-07 | 7.3 | -7.3 | 2.4e-13 | -1.00 | 0.00 | 1.00 | FALSE |
21 | GTEx | Breast Mammary Tissue | RP11-613D13.5 | 0.18 | 0.11 | lasso | 5 | 0.15 | 6.3e-08 | 7.3 | -6.0 | 1.5e-09 | -0.88 | 0.01 | 0.99 | FALSE |
22 | GTEx | Breast Mammary Tissue (Male) | HSD17B12 | 0.48 | 0.34 | lasso | 14 | 0.34 | 1.1e-08 | 6.3 | -6.8 | 1.5e-11 | -0.98 | 0.02 | 0.98 | FALSE |
23 | GTEx | Cells Transformed fibroblasts | HSD17B12 | 0.60 | 0.69 | lasso | 10 | 0.69 | 2.0e-71 | 7.3 | -7.0 | 3.6e-12 | -0.99 | 0.00 | 1.00 | FALSE |
24 | GTEx | Cells Transformed fibroblasts | RP11-613D13.5 | 0.34 | 0.42 | lasso | 9 | 0.42 | 4.5e-34 | 6.3 | -6.5 | 8.5e-11 | -0.97 | 0.03 | 0.97 | FALSE |
25 | GTEx | Colon Sigmoid | HSD17B12 | 0.44 | 0.38 | lasso | 8 | 0.37 | 6.7e-14 | 7.3 | -6.7 | 1.9e-11 | -0.97 | 0.01 | 0.99 | FALSE |
26 | GTEx | Colon Transverse | HSD17B12 | 0.48 | 0.49 | lasso | 4 | 0.50 | 1.3e-26 | 7.3 | -7.0 | 3.4e-12 | -0.99 | 0.00 | 1.00 | FALSE |
27 | GTEx | Colon Transverse | RP11-613D13.5 | 0.21 | 0.24 | lasso | 3 | 0.23 | 3.4e-11 | 7.3 | -7.1 | 1.1e-12 | -1.00 | 0.01 | 0.99 | FALSE |
28 | GTEx | Esophagus Gastroesophageal Junction | HSD17B12 | 0.51 | 0.35 | lasso | 7 | 0.37 | 3.1e-14 | 7.3 | -7.0 | 3.0e-12 | -0.96 | 0.01 | 0.99 | FALSE |
29 | GTEx | Esophagus Mucosa | HSD17B12 | 0.54 | 0.58 | lasso | 12 | 0.58 | 1.3e-47 | 7.3 | -7.0 | 2.8e-12 | -0.99 | 0.00 | 1.00 | FALSE |
30 | GTEx | Esophagus Mucosa | RP11-613D13.5 | 0.17 | 0.19 | lasso | 6 | 0.18 | 2.5e-12 | 6.3 | -6.3 | 2.5e-10 | -0.95 | 0.04 | 0.96 | FALSE |
31 | GTEx | Esophagus Muscularis | HSD17B12 | 0.57 | 0.56 | lasso | 8 | 0.58 | 1.1e-42 | 7.3 | -7.0 | 3.8e-12 | -0.99 | 0.00 | 1.00 | FALSE |
32 | GTEx | Esophagus Muscularis | RP11-613D13.5 | 0.21 | 0.20 | lasso | 2 | 0.19 | 9.6e-12 | 7.3 | -6.8 | 1.2e-11 | -0.96 | 0.01 | 0.99 | FALSE |
33 | GTEx | Heart Atrial Appendage | HSD17B12 | 0.52 | 0.46 | lasso | 6 | 0.44 | 1.2e-21 | 7.3 | -6.7 | 2.3e-11 | -0.99 | 0.00 | 1.00 | FALSE |
34 | GTEx | Heart Atrial Appendage | RP11-613D13.5 | 0.18 | 0.02 | enet | 11 | 0.07 | 5.3e-04 | 7.3 | -5.2 | 1.7e-07 | -0.84 | 0.01 | 0.98 | FALSE |
35 | GTEx | Heart Left Ventricle | HSD17B12 | 0.25 | 0.28 | lasso | 4 | 0.25 | 8.2e-14 | 7.3 | -7.3 | 2.1e-13 | -1.00 | 0.00 | 1.00 | FALSE |
36 | GTEx | Liver | HSD17B12 | 0.46 | 0.38 | enet | 24 | 0.28 | 1.3e-08 | 6.2 | -6.4 | 1.2e-10 | -0.95 | 0.02 | 0.98 | FALSE |
37 | GTEx | Liver | RP11-613D13.5 | 0.30 | 0.24 | lasso | 3 | 0.23 | 4.6e-07 | 5.5 | -5.3 | 1.2e-07 | -0.78 | 0.09 | 0.88 | FALSE |
38 | GTEx | Lung | HSD17B12 | 0.54 | 0.59 | enet | 32 | 0.61 | 8.3e-59 | 7.3 | -6.4 | 1.2e-10 | -0.96 | 0.00 | 1.00 | FALSE |
39 | GTEx | Lung | RP11-613D13.5 | 0.18 | 0.20 | lasso | 2 | 0.17 | 6.0e-13 | 7.3 | -7.2 | 4.3e-13 | -1.00 | 0.00 | 1.00 | FALSE |
40 | GTEx | Muscle Skeletal | HSD17B12 | 0.35 | 0.38 | enet | 24 | 0.37 | 3.4e-38 | 7.3 | -6.5 | 7.5e-11 | -0.97 | 0.00 | 1.00 | FALSE |
41 | GTEx | Nerve Tibial | HSD17B12 | 0.58 | 0.52 | enet | 56 | 0.56 | 3.5e-47 | 6.5 | -6.5 | 6.2e-11 | -0.93 | 0.05 | 0.95 | FALSE |
42 | GTEx | Nerve Tibial | RP11-613D13.5 | 0.14 | 0.19 | lasso | 2 | 0.18 | 1.1e-12 | 6.3 | -6.3 | 3.3e-10 | -0.95 | 0.04 | 0.96 | FALSE |
43 | GTEx | Ovary | HSD17B12 | 0.45 | 0.36 | lasso | 17 | 0.33 | 5.4e-09 | 7.3 | -6.9 | 6.7e-12 | -0.98 | 0.01 | 0.98 | FALSE |
44 | GTEx | Pancreas | HSD17B12 | 0.43 | 0.40 | lasso | 2 | 0.40 | 7.6e-18 | 7.3 | -7.3 | 3.0e-13 | -0.99 | 0.00 | 1.00 | FALSE |
45 | GTEx | Prostate | HSD17B12 | 0.65 | 0.51 | enet | 34 | 0.53 | 8.8e-16 | 6.5 | -6.3 | 2.1e-10 | -0.93 | 0.01 | 0.99 | FALSE |
46 | GTEx | Prostate | RP11-613D13.5 | 0.29 | 0.07 | enet | 27 | 0.16 | 8.2e-05 | 6.5 | -5.7 | 1.5e-08 | -0.77 | 0.01 | 0.97 | FALSE |
47 | GTEx | Skin Not Sun Exposed Suprapubic | HSD17B12 | 0.45 | 0.59 | lasso | 1 | 0.59 | 1.9e-39 | 7.3 | -7.3 | 2.4e-13 | -1.00 | 0.00 | 1.00 | FALSE |
48 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-613D13.5 | 0.17 | 0.12 | enet | 19 | 0.15 | 2.2e-08 | 6.3 | -6.2 | 4.0e-10 | -0.93 | 0.01 | 0.99 | FALSE |
49 | GTEx | Skin Sun Exposed Lower leg | HSD17B12 | 0.46 | 0.60 | lasso | 7 | 0.61 | 9.2e-63 | 7.3 | -7.1 | 1.4e-12 | -0.99 | 0.00 | 1.00 | FALSE |
50 | GTEx | Skin Sun Exposed Lower leg | RP11-613D13.5 | 0.17 | 0.22 | lasso | 3 | 0.21 | 2.2e-17 | 7.3 | -7.3 | 2.1e-13 | -1.00 | 0.00 | 1.00 | FALSE |
51 | GTEx | Spleen | HSD17B12 | 0.55 | 0.48 | enet | 48 | 0.47 | 9.6e-14 | 7.3 | -6.0 | 2.0e-09 | -0.91 | 0.00 | 1.00 | FALSE |
52 | GTEx | Stomach | HSD17B12 | 0.37 | 0.51 | lasso | 2 | 0.51 | 9.5e-28 | 7.3 | -7.3 | 2.5e-13 | -1.00 | 0.00 | 1.00 | FALSE |
53 | GTEx | Stomach | RP11-613D13.5 | 0.18 | 0.21 | lasso | 3 | 0.21 | 1.6e-10 | 7.3 | -7.3 | 2.4e-13 | -1.00 | 0.00 | 1.00 | FALSE |
54 | GTEx | Testis | HSD17B12 | 0.67 | 0.58 | lasso | 10 | 0.60 | 8.5e-33 | 6.3 | -6.4 | 1.9e-10 | -0.95 | 0.05 | 0.95 | FALSE |
55 | GTEx | Thyroid | HSD17B12 | 0.52 | 0.59 | lasso | 4 | 0.59 | 1.1e-55 | 7.3 | -7.3 | 3.6e-13 | -1.00 | 0.00 | 1.00 | FALSE |
56 | GTEx | Thyroid | RP11-613D13.5 | 0.24 | 0.18 | lasso | 2 | 0.15 | 7.3e-12 | 7.3 | -7.2 | 4.4e-13 | -1.00 | 0.00 | 1.00 | FALSE |
57 | GTEx | Uterus | HSD17B12 | 0.60 | 0.48 | enet | 20 | 0.52 | 2.1e-12 | 6.2 | -6.1 | 1.2e-09 | -0.93 | 0.02 | 0.98 | FALSE |
58 | GTEx | Uterus | RP11-613D13.5 | 0.61 | 0.22 | lasso | 12 | 0.26 | 3.9e-06 | 5.0 | -5.4 | 5.4e-08 | -0.80 | 0.01 | 0.98 | FALSE |
59 | GTEx | Vagina | HSD17B12 | 0.55 | 0.31 | lasso | 19 | 0.34 | 1.3e-08 | 7.3 | -6.2 | 6.0e-10 | -0.88 | 0.01 | 0.98 | FALSE |
60 | GTEx | Whole Blood | HSD17B12 | 0.29 | 0.36 | lasso | 3 | 0.36 | 4.5e-34 | 7.3 | -7.2 | 8.2e-13 | -1.00 | 0.00 | 1.00 | FALSE |
61 | METSIM | Adipose | HSD17B12 | 0.19 | 0.29 | bslmm | 660 | 0.29 | 4.7e-43 | 6.3 | -6.1 | 1.0e-09 | -0.94 | 0.32 | 0.68 | FALSE |
62 | ROSMAP | Brain Pre-frontal Cortex | HSD17B12 | 0.45 | 0.37 | enet | 72 | 0.47 | 1.1e-68 | 7.3 | -6.0 | 2.5e-09 | -0.88 | 0.00 | 1.00 | FALSE |
63 | YFS | Blood | HSD17B12 | 0.37 | 0.44 | enet | 31 | 0.47 | 1.2e-176 | 6.2 | -6.4 | 1.6e-10 | -0.93 | 0.52 | 0.48 | FALSE |
64 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | HSD17B12 | 0.19 | 0.27 | enet | 10 | 0.27 | 6.1e-23 | 7.3 | -6.8 | 1.0e-11 | -0.97 | 0.00 | 1.00 | FALSE |
65 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HSD17B12 | 0.10 | 0.20 | lasso | 4 | 0.20 | 7.5e-39 | 7.3 | -7.3 | 3.7e-13 | -1.00 | 0.00 | 1.00 | FALSE |
66 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | HSD17B12 | 0.18 | 0.22 | lasso | 2 | 0.20 | 2.2e-10 | 7.3 | -7.8 | 6.7e-15 | -0.99 | 0.00 | 1.00 | TRUE |
67 | The Cancer Genome Atlas | Colon Adenocarcinoma | HSD17B12 | 0.33 | 0.36 | enet | 17 | 0.39 | 7.5e-24 | 6.2 | -6.5 | 6.7e-11 | -0.96 | 0.01 | 0.99 | FALSE |
68 | The Cancer Genome Atlas | Esophageal Carcinoma | HSD17B12 | 0.27 | 0.31 | enet | 17 | 0.31 | 1.2e-10 | 6.2 | -6.2 | 5.1e-10 | -0.94 | 0.02 | 0.98 | FALSE |
69 | The Cancer Genome Atlas | Glioblastoma Multiforme | HSD17B12 | 0.43 | 0.43 | lasso | 6 | 0.45 | 3.4e-15 | 6.5 | -7.0 | 3.8e-12 | -0.98 | 0.01 | 0.99 | FALSE |
70 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | HSD17B12 | 0.19 | 0.27 | lasso | 3 | 0.27 | 9.8e-31 | 7.3 | -7.0 | 2.3e-12 | -0.99 | 0.00 | 1.00 | FALSE |
71 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | HSD17B12 | 0.35 | 0.52 | lasso | 4 | 0.54 | 4.7e-71 | 6.5 | -6.9 | 6.6e-12 | -0.98 | 0.02 | 0.98 | FALSE |
72 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | HSD17B12 | 0.19 | 0.24 | lasso | 6 | 0.24 | 4.7e-14 | 7.3 | -7.0 | 3.1e-12 | -0.99 | 0.01 | 0.99 | FALSE |
73 | The Cancer Genome Atlas | Brain Lower Grade Glioma | HSD17B12 | 0.32 | 0.48 | lasso | 4 | 0.47 | 1.5e-60 | 7.3 | -7.3 | 3.7e-13 | -1.00 | 0.00 | 1.00 | FALSE |
74 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | HSD17B12 | 0.22 | 0.25 | lasso | 1 | 0.24 | 9.8e-12 | 7.3 | -7.3 | 2.4e-13 | -1.00 | 0.00 | 1.00 | FALSE |
75 | The Cancer Genome Atlas | Lung Adenocarcinoma | HSD17B12 | 0.22 | 0.33 | enet | 18 | 0.33 | 1.1e-39 | 7.3 | -6.8 | 1.5e-11 | -0.98 | 0.00 | 1.00 | FALSE |
76 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | HSD17B12 | 0.20 | 0.26 | lasso | 2 | 0.26 | 1.3e-29 | 7.3 | -7.1 | 9.5e-13 | -1.00 | 0.00 | 1.00 | FALSE |
77 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | HSD17B12 | 0.18 | 0.23 | lasso | 4 | 0.23 | 6.6e-16 | 6.2 | -6.7 | 2.7e-11 | -0.98 | 0.01 | 0.99 | FALSE |
78 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | HSD17B12 | 0.28 | 0.30 | lasso | 4 | 0.29 | 8.1e-13 | 7.3 | -7.3 | 2.7e-13 | -1.00 | 0.00 | 1.00 | FALSE |
79 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | HSD17B12 | 0.21 | 0.24 | lasso | 8 | 0.23 | 1.9e-09 | 7.3 | -7.0 | 2.7e-12 | -0.98 | 0.00 | 1.00 | FALSE |
80 | The Cancer Genome Atlas | Prostate Adenocarcinoma | HSD17B12 | 0.36 | 0.52 | lasso | 6 | 0.52 | 3.8e-63 | 7.3 | -7.1 | 1.4e-12 | -1.00 | 0.00 | 1.00 | FALSE |
81 | The Cancer Genome Atlas | Rectum Adenocarcinoma | HSD17B12 | 0.39 | 0.25 | lasso | 4 | 0.26 | 7.2e-07 | 6.2 | -6.0 | 2.1e-09 | -0.94 | 0.05 | 0.94 | FALSE |
82 | The Cancer Genome Atlas | Soft Tissue Sarcoma | HSD17B12 | 0.13 | 0.20 | lasso | 3 | 0.18 | 3.9e-11 | 7.3 | -7.3 | 3.3e-13 | -1.00 | 0.00 | 1.00 | FALSE |
83 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | HSD17B12 | 0.15 | 0.08 | enet | 17 | 0.08 | 3.0e-03 | 6.5 | -6.1 | 8.8e-10 | -0.93 | 0.04 | 0.68 | FALSE |
84 | The Cancer Genome Atlas | Stomach Adenocarcinoma | HSD17B12 | 0.17 | 0.27 | lasso | 1 | 0.26 | 6.0e-19 | 7.3 | -7.3 | 2.4e-13 | -1.00 | 0.00 | 1.00 | FALSE |
85 | The Cancer Genome Atlas | Thyroid Carcinoma | HSD17B12 | 0.60 | 0.66 | lasso | 2 | 0.65 | 4.5e-84 | 7.3 | -7.2 | 5.7e-13 | -1.00 | 0.00 | 1.00 | FALSE |
86 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | HSD17B12 | 0.21 | 0.20 | lasso | 1 | 0.16 | 4.3e-05 | 7.3 | -7.3 | 2.4e-13 | -1.00 | 0.00 | 0.99 | FALSE |