Best TWAS P=1.94e-10 · Best GWAS P=9.75e-09 conditioned to 0.00198
# | 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 | ST7L | 0.25 | 0.33 | bslmm | 401 | 0.34 | 3.4e-43 | 5.4 | 5.8 | 5.0e-09 | 0.48 | 0.02 | 0.98 | FALSE |
2 | GTEx | Adipose Subcutaneous | ST7L | 0.27 | 0.32 | enet | 17 | 0.34 | 2.6e-28 | 5.3 | 5.7 | 1.2e-08 | 0.45 | 0.02 | 0.98 | FALSE |
3 | GTEx | Adipose Subcutaneous | CAPZA1 | 0.09 | 0.06 | lasso | 3 | 0.05 | 5.0e-05 | 5.5 | 5.4 | 5.3e-08 | 0.37 | 0.02 | 0.98 | FALSE |
4 | GTEx | Adipose Visceral Omentum | ST7L | 0.33 | 0.32 | enet | 29 | 0.32 | 4.2e-17 | 5.3 | 6.1 | 1.1e-09 | 0.56 | 0.03 | 0.97 | FALSE |
5 | GTEx | Adrenal Gland | ST7L | 0.37 | 0.40 | lasso | 5 | 0.40 | 1.5e-15 | 5.3 | 5.4 | 5.5e-08 | 0.40 | 0.03 | 0.97 | FALSE |
6 | GTEx | Artery Aorta | ST7L | 0.34 | 0.38 | enet | 17 | 0.37 | 1.6e-21 | 5.3 | 5.5 | 3.8e-08 | 0.40 | 0.03 | 0.97 | FALSE |
7 | GTEx | Artery Coronary | ST7L | 0.43 | 0.33 | enet | 12 | 0.20 | 2.0e-07 | 5.5 | 5.5 | 4.8e-08 | 0.36 | 0.02 | 0.98 | FALSE |
8 | GTEx | Artery Tibial | ST7L | 0.22 | 0.21 | enet | 13 | 0.21 | 3.8e-16 | 5.3 | 5.9 | 3.1e-09 | 0.49 | 0.03 | 0.97 | FALSE |
9 | GTEx | Brain Caudate basal ganglia | ST7L | 0.19 | 0.14 | lasso | 2 | 0.12 | 1.9e-04 | 5.4 | 5.4 | 5.8e-08 | 0.36 | 0.03 | 0.89 | FALSE |
10 | GTEx | Brain Cerebellar Hemisphere | ST7L | 0.24 | 0.16 | lasso | 2 | 0.12 | 5.1e-04 | 5.3 | 5.7 | 1.1e-08 | 0.50 | 0.03 | 0.70 | FALSE |
11 | GTEx | Brain Cerebellum | RP4-671G15.2 | 0.25 | 0.25 | lasso | 5 | 0.21 | 6.3e-07 | 5.3 | -5.4 | 5.9e-08 | -0.37 | 0.02 | 0.97 | FALSE |
12 | GTEx | Brain Cortex | ST7L | 0.29 | 0.18 | lasso | 5 | 0.20 | 3.1e-06 | 5.3 | 5.7 | 1.2e-08 | 0.53 | 0.03 | 0.93 | FALSE |
13 | GTEx | Brain Cortex | CAPZA1 | 0.21 | 0.16 | lasso | 6 | 0.11 | 6.7e-04 | 5.4 | 5.5 | 4.5e-08 | 0.33 | 0.03 | 0.84 | FALSE |
14 | GTEx | Brain Cortex | WNT2B | 0.36 | 0.19 | lasso | 5 | 0.23 | 5.5e-07 | 4.9 | 5.4 | 5.5e-08 | 0.80 | 0.05 | 0.93 | FALSE |
15 | GTEx | Brain Frontal Cortex BA9 | WNT2B | 0.29 | 0.28 | lasso | 3 | 0.29 | 2.6e-08 | 5.0 | 5.3 | 1.3e-07 | 0.82 | 0.05 | 0.94 | FALSE |
16 | GTEx | Brain Nucleus accumbens basal ganglia | ST7L | 0.31 | 0.10 | lasso | 7 | 0.05 | 2.1e-02 | -5.0 | 5.2 | 1.6e-07 | 0.34 | 0.03 | 0.74 | FALSE |
17 | GTEx | Breast Mammary Tissue | ST7L | 0.25 | 0.30 | enet | 11 | 0.31 | 1.9e-16 | 5.4 | 5.4 | 7.7e-08 | 0.38 | 0.02 | 0.98 | FALSE |
18 | GTEx | Breast Mammary Tissue (Male) | ST7L | 0.23 | 0.20 | lasso | 7 | 0.14 | 4.9e-04 | 5.3 | 5.3 | 8.9e-08 | 0.37 | 0.03 | 0.86 | FALSE |
19 | GTEx | Breast Mammary Tissue (Female) | ST7L | 0.33 | 0.27 | lasso | 3 | 0.26 | 3.0e-08 | 5.3 | 5.4 | 7.1e-08 | 0.39 | 0.03 | 0.97 | FALSE |
20 | GTEx | Cells EBV-transformed lymphocytes | ST7L | 0.33 | 0.20 | enet | 30 | 0.14 | 2.1e-05 | 5.3 | 5.6 | 1.8e-08 | 0.31 | 0.03 | 0.96 | FALSE |
21 | GTEx | Cells Transformed fibroblasts | ST7L | 0.54 | 0.64 | enet | 13 | 0.66 | 1.3e-64 | 5.3 | 5.8 | 6.1e-09 | 0.48 | 0.03 | 0.97 | FALSE |
22 | GTEx | Colon Transverse | ST7L | 0.22 | 0.19 | enet | 9 | 0.16 | 3.4e-08 | 5.3 | 6.4 | 1.9e-10 | 0.47 | 0.03 | 0.97 | TRUE |
23 | GTEx | Esophagus Gastroesophageal Junction | ST7L | 0.32 | 0.30 | enet | 31 | 0.30 | 1.9e-11 | 5.3 | 6.0 | 2.0e-09 | 0.44 | 0.02 | 0.98 | FALSE |
24 | GTEx | Esophagus Mucosa | ST7L | 0.18 | 0.20 | lasso | 3 | 0.19 | 8.9e-13 | 5.3 | 5.6 | 2.1e-08 | 0.47 | 0.03 | 0.97 | FALSE |
25 | GTEx | Esophagus Muscularis | ST7L | 0.26 | 0.33 | lasso | 5 | 0.33 | 1.4e-20 | 5.3 | 5.4 | 6.4e-08 | 0.39 | 0.03 | 0.97 | FALSE |
26 | GTEx | Esophagus Muscularis | RHOC | 0.15 | 0.00 | enet | 9 | 0.00 | 4.8e-01 | 5.4 | 6.4 | 2.0e-10 | 0.31 | 0.03 | 0.52 | FALSE |
27 | GTEx | Heart Atrial Appendage | ST7L | 0.25 | 0.08 | enet | 18 | 0.11 | 1.1e-05 | 5.3 | 5.8 | 6.9e-09 | 0.56 | 0.03 | 0.97 | FALSE |
28 | GTEx | Heart Left Ventricle | ST7L | 0.12 | 0.13 | lasso | 3 | 0.12 | 5.2e-07 | 5.3 | 5.3 | 9.2e-08 | 0.38 | 0.02 | 0.97 | FALSE |
29 | GTEx | Lung | ST7L | 0.18 | 0.25 | lasso | 4 | 0.25 | 4.5e-19 | 5.4 | 5.5 | 4.4e-08 | 0.37 | 0.02 | 0.98 | FALSE |
30 | GTEx | Muscle Skeletal | ST7L | 0.04 | 0.05 | enet | 6 | 0.02 | 4.3e-03 | 5.4 | 5.4 | 6.4e-08 | 0.38 | 0.03 | 0.97 | FALSE |
31 | GTEx | Nerve Tibial | ST7L | 0.27 | 0.36 | enet | 24 | 0.32 | 1.4e-23 | 5.4 | 5.5 | 3.1e-08 | 0.33 | 0.02 | 0.98 | FALSE |
32 | GTEx | Pituitary | ST7L | 0.31 | 0.18 | lasso | 7 | 0.18 | 3.0e-05 | 5.1 | 5.4 | 8.5e-08 | 0.86 | 0.02 | 0.95 | FALSE |
33 | GTEx | Skin Not Sun Exposed Suprapubic | ST7L | 0.14 | 0.10 | enet | 8 | 0.06 | 2.6e-04 | 5.3 | 5.8 | 7.4e-09 | 0.53 | 0.03 | 0.97 | FALSE |
34 | GTEx | Skin Sun Exposed Lower leg | ST7L | 0.12 | 0.12 | lasso | 1 | 0.11 | 1.7e-09 | 5.4 | 5.4 | 5.7e-08 | 0.36 | 0.02 | 0.98 | FALSE |
35 | GTEx | Small Intestine Terminal Ileum | ST7L | 0.34 | 0.15 | lasso | 6 | 0.11 | 1.9e-03 | -5.2 | 5.2 | 1.5e-07 | 0.33 | 0.03 | 0.69 | FALSE |
36 | GTEx | Stomach | ST7L | 0.21 | 0.24 | lasso | 3 | 0.23 | 2.6e-11 | 5.4 | 5.7 | 1.0e-08 | 0.47 | 0.02 | 0.97 | FALSE |
37 | GTEx | Testis | ST7L | 0.46 | 0.55 | lasso | 6 | 0.55 | 7.4e-29 | 5.3 | 5.5 | 3.5e-08 | 0.42 | 0.02 | 0.98 | FALSE |
38 | GTEx | Thyroid | ST7L | 0.15 | 0.20 | lasso | 2 | 0.19 | 1.4e-14 | 5.3 | 5.3 | 1.0e-07 | 0.38 | 0.03 | 0.97 | FALSE |
39 | GTEx | Whole Blood | ST7L | 0.09 | 0.08 | lasso | 2 | 0.08 | 1.5e-07 | 5.3 | 5.3 | 9.1e-08 | 0.38 | 0.03 | 0.97 | FALSE |
40 | METSIM | Adipose | ST7L | 0.22 | 0.25 | enet | 11 | 0.25 | 1.0e-37 | 5.3 | 5.7 | 1.2e-08 | 0.50 | 0.03 | 0.97 | FALSE |
41 | ROSMAP | Brain Pre-frontal Cortex | WNT2B | 0.34 | 0.40 | enet | 30 | 0.42 | 1.5e-59 | 4.9 | 5.4 | 8.2e-08 | 0.77 | 0.23 | 0.76 | FALSE |
42 | YFS | Blood | ST7L | 0.09 | 0.10 | lasso | 8 | 0.10 | 2.4e-32 | 5.3 | 5.4 | 6.3e-08 | 0.38 | 0.03 | 0.97 | FALSE |
43 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | ST7L | 0.21 | 0.22 | blup | 56 | 0.21 | 1.7e-17 | 5.3 | 5.5 | 4.3e-08 | 0.42 | 0.02 | 0.98 | FALSE |
44 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ST7L | 0.23 | 0.36 | lasso | 5 | 0.36 | 2.8e-76 | 5.3 | 5.5 | 3.6e-08 | 0.44 | 0.02 | 0.98 | FALSE |
45 | The Cancer Genome Atlas | Colon Adenocarcinoma | ST7L | 0.33 | 0.19 | lasso | 3 | 0.21 | 1.7e-12 | 5.3 | 5.9 | 3.2e-09 | 0.57 | 0.02 | 0.98 | FALSE |
46 | The Cancer Genome Atlas | Glioblastoma Multiforme | ST7L | 0.27 | 0.20 | blup | 55 | 0.18 | 5.0e-06 | 5.4 | 5.7 | 1.2e-08 | 0.44 | 0.02 | 0.97 | FALSE |
47 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ST7L | 0.13 | 0.17 | lasso | 3 | 0.17 | 1.5e-18 | 5.3 | 5.4 | 7.1e-08 | 0.39 | 0.02 | 0.98 | FALSE |
48 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ST7L | 0.18 | 0.27 | blup | 56 | 0.28 | 2.4e-31 | 5.3 | 6.2 | 6.5e-10 | 0.57 | 0.02 | 0.98 | FALSE |
49 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | ST7L | 0.14 | 0.09 | enet | 11 | 0.13 | 6.5e-08 | 5.3 | 5.3 | 1.0e-07 | 0.40 | 0.02 | 0.98 | FALSE |
50 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ST7L | 0.21 | 0.36 | lasso | 6 | 0.37 | 1.7e-43 | 5.3 | 5.3 | 1.1e-07 | 0.38 | 0.02 | 0.98 | FALSE |
51 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | PPM1J | 0.07 | 0.02 | blup | 39 | 0.03 | 1.1e-02 | 5.4 | -5.5 | 3.8e-08 | -0.21 | 0.01 | 0.73 | FALSE |
52 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | ST7L | 0.23 | 0.24 | lasso | 2 | 0.22 | 7.4e-11 | 5.3 | 5.2 | 1.8e-07 | 0.35 | 0.02 | 0.98 | FALSE |
53 | The Cancer Genome Atlas | Lung Adenocarcinoma | ST7L | 0.26 | 0.35 | enet | 17 | 0.36 | 2.6e-43 | 5.3 | 5.9 | 3.7e-09 | 0.50 | 0.02 | 0.98 | FALSE |
54 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ST7L | 0.05 | 0.09 | lasso | 2 | 0.08 | 1.4e-09 | 5.3 | 5.3 | 1.5e-07 | 0.37 | 0.02 | 0.98 | FALSE |
55 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | ST7L | 0.12 | 0.18 | enet | 12 | 0.17 | 9.3e-12 | 5.3 | 5.4 | 5.3e-08 | 0.39 | 0.02 | 0.98 | FALSE |
56 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | ST7L | 0.39 | 0.36 | lasso | 7 | 0.35 | 1.8e-15 | 5.3 | 5.5 | 4.4e-08 | 0.42 | 0.02 | 0.98 | FALSE |
57 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | ST7L | 0.28 | 0.28 | enet | 12 | 0.26 | 1.0e-10 | 5.3 | 5.8 | 7.9e-09 | 0.46 | 0.02 | 0.98 | FALSE |
58 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MOV10 | 0.03 | 0.00 | lasso | 9 | 0.00 | 9.9e-02 | 5.0 | 5.6 | 1.8e-08 | 0.47 | 0.01 | 0.69 | FALSE |
59 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ST7L | 0.31 | 0.43 | enet | 12 | 0.42 | 3.4e-47 | 5.3 | 5.6 | 1.6e-08 | 0.44 | 0.02 | 0.98 | FALSE |
60 | The Cancer Genome Atlas | Soft Tissue Sarcoma | ST7L | 0.11 | 0.13 | lasso | 7 | 0.12 | 1.5e-07 | 5.3 | 5.8 | 4.9e-09 | 0.51 | 0.02 | 0.98 | FALSE |
61 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | ST7L | 0.29 | 0.29 | enet | 5 | 0.26 | 1.6e-07 | 5.4 | 5.4 | 7.5e-08 | 0.35 | 0.02 | 0.97 | FALSE |
62 | The Cancer Genome Atlas | Stomach Adenocarcinoma | ST7L | 0.23 | 0.23 | lasso | 4 | 0.23 | 1.3e-16 | 5.3 | 5.7 | 1.5e-08 | 0.44 | 0.02 | 0.98 | FALSE |
63 | The Cancer Genome Atlas | Thyroid Carcinoma | MOV10 | 0.06 | 0.06 | lasso | 7 | 0.05 | 9.4e-06 | 5.5 | 5.4 | 8.5e-08 | 0.83 | 0.02 | 0.97 | FALSE |
64 | The Cancer Genome Atlas | Thyroid Carcinoma | ST7L | 0.51 | 0.62 | lasso | 3 | 0.62 | 1.1e-75 | 5.3 | 5.3 | 1.0e-07 | 0.38 | 0.02 | 0.98 | FALSE |