Best TWAS P=3.37e-51 · Best GWAS P=1.26e-55 conditioned to NaN
# | 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 | LRIG2 | 0.05 | 0.01 | bslmm | 358 | 0.03 | 1.0e-04 | -0.79 | 5.1 | 2.9e-07 | 0.19 | 0.15 | 0.10 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | PPM1J | 0.05 | 0.01 | bslmm | 322 | 0.01 | 1.6e-02 | 5.36 | 9.5 | 2.0e-21 | 0.18 | 0.10 | 0.03 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | ST7L | 0.25 | 0.33 | bslmm | 401 | 0.34 | 3.4e-43 | 8.11 | 10.6 | 4.3e-26 | 0.48 | 1.00 | 0.00 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | WNT2B | 0.43 | 0.46 | enet | 44 | 0.47 | 7.4e-64 | 14.65 | 14.4 | 2.8e-47 | 0.69 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adipose Subcutaneous | ST7L | 0.27 | 0.32 | enet | 17 | 0.34 | 2.6e-28 | 8.08 | 9.7 | 2.0e-22 | 0.45 | 1.00 | 0.00 | FALSE |
6 | GTEx | Adipose Subcutaneous | CAPZA1 | 0.09 | 0.06 | lasso | 3 | 0.05 | 5.0e-05 | 8.04 | 8.1 | 4.6e-16 | 0.37 | 0.92 | 0.00 | FALSE |
7 | GTEx | Adipose Visceral Omentum | ST7L | 0.33 | 0.32 | enet | 29 | 0.32 | 4.2e-17 | 8.07 | 12.2 | 4.5e-34 | 0.56 | 1.00 | 0.00 | TRUE |
8 | GTEx | Adrenal Gland | ST7L | 0.37 | 0.40 | lasso | 5 | 0.40 | 1.5e-15 | 8.07 | 8.2 | 2.4e-16 | 0.40 | 1.00 | 0.00 | FALSE |
9 | GTEx | Adrenal Gland | RP4-671G15.2 | 0.17 | 0.12 | lasso | 4 | 0.08 | 6.7e-04 | 5.36 | 5.2 | 1.9e-07 | 0.00 | 0.13 | 0.10 | FALSE |
10 | GTEx | Artery Aorta | ST7L | 0.34 | 0.38 | enet | 17 | 0.37 | 1.6e-21 | 8.07 | 8.5 | 2.0e-17 | 0.40 | 1.00 | 0.00 | FALSE |
11 | GTEx | Artery Coronary | ST7L | 0.43 | 0.33 | enet | 12 | 0.20 | 2.0e-07 | 8.04 | 8.1 | 4.5e-16 | 0.36 | 1.00 | 0.00 | FALSE |
12 | GTEx | Artery Tibial | ST7L | 0.22 | 0.21 | enet | 13 | 0.21 | 3.8e-16 | 8.07 | 10.3 | 9.0e-25 | 0.49 | 1.00 | 0.00 | FALSE |
13 | GTEx | Artery Tibial | CAPZA1 | 0.08 | 0.01 | enet | 26 | 0.00 | 1.8e-01 | 8.04 | 5.4 | 6.1e-08 | 0.18 | 0.19 | 0.03 | FALSE |
14 | GTEx | Brain Caudate basal ganglia | ST7L | 0.19 | 0.14 | lasso | 2 | 0.12 | 1.9e-04 | 8.11 | 8.1 | 5.2e-16 | 0.36 | 0.25 | 0.05 | FALSE |
15 | GTEx | Brain Cerebellar Hemisphere | ST7L | 0.24 | 0.16 | lasso | 2 | 0.12 | 5.1e-04 | 7.76 | 9.5 | 1.5e-21 | 0.50 | 0.06 | 0.39 | FALSE |
16 | GTEx | Brain Cerebellum | RP4-671G15.2 | 0.25 | 0.25 | lasso | 5 | 0.21 | 6.3e-07 | 8.07 | -8.1 | 4.6e-16 | -0.37 | 0.94 | 0.01 | FALSE |
17 | GTEx | Brain Cortex | ST7L | 0.29 | 0.18 | lasso | 5 | 0.20 | 3.1e-06 | 8.07 | 11.1 | 1.5e-28 | 0.53 | 0.32 | 0.29 | FALSE |
18 | GTEx | Brain Cortex | CAPZA1 | 0.21 | 0.16 | lasso | 6 | 0.11 | 6.7e-04 | 8.12 | 7.6 | 4.1e-14 | 0.33 | 0.19 | 0.04 | FALSE |
19 | GTEx | Brain Cortex | WNT2B | 0.36 | 0.19 | lasso | 5 | 0.23 | 5.5e-07 | 14.61 | 15.0 | 1.0e-50 | 0.80 | 0.02 | 0.97 | FALSE |
20 | GTEx | Brain Frontal Cortex BA9 | WNT2B | 0.29 | 0.28 | lasso | 3 | 0.29 | 2.6e-08 | 14.61 | 15.1 | 3.4e-51 | 0.82 | 0.04 | 0.96 | TRUE |
21 | GTEx | Brain Nucleus accumbens basal ganglia | ST7L | 0.31 | 0.10 | lasso | 7 | 0.05 | 2.1e-02 | -8.89 | 9.7 | 4.8e-22 | 0.34 | 0.10 | 0.19 | FALSE |
22 | GTEx | Breast Mammary Tissue | ST7L | 0.25 | 0.30 | enet | 11 | 0.31 | 1.9e-16 | 8.10 | 8.3 | 1.5e-16 | 0.38 | 1.00 | 0.00 | FALSE |
23 | GTEx | Breast Mammary Tissue (Male) | ST7L | 0.23 | 0.20 | lasso | 7 | 0.14 | 4.9e-04 | 7.76 | 8.0 | 1.4e-15 | 0.37 | 0.20 | 0.07 | FALSE |
24 | GTEx | Breast Mammary Tissue (Female) | ST7L | 0.33 | 0.27 | lasso | 3 | 0.26 | 3.0e-08 | 7.76 | 8.1 | 7.9e-16 | 0.39 | 0.96 | 0.01 | FALSE |
25 | GTEx | Cells EBV-transformed lymphocytes | ST7L | 0.33 | 0.20 | enet | 30 | 0.14 | 2.1e-05 | 8.07 | 6.8 | 1.1e-11 | 0.31 | 0.79 | 0.02 | FALSE |
26 | GTEx | Cells Transformed fibroblasts | ST7L | 0.54 | 0.64 | enet | 13 | 0.66 | 1.3e-64 | 8.07 | 10.0 | 2.3e-23 | 0.48 | 1.00 | 0.00 | FALSE |
27 | GTEx | Cells Transformed fibroblasts | CTTNBP2NL | 0.15 | 0.16 | enet | 7 | 0.19 | 5.4e-14 | 5.58 | 5.8 | 7.6e-09 | -0.04 | 1.00 | 0.00 | FALSE |
28 | GTEx | Colon Transverse | ST7L | 0.22 | 0.19 | enet | 9 | 0.16 | 3.4e-08 | 8.07 | 9.5 | 1.7e-21 | 0.47 | 1.00 | 0.00 | FALSE |
29 | GTEx | Esophagus Gastroesophageal Junction | ST7L | 0.32 | 0.30 | enet | 31 | 0.30 | 1.9e-11 | 8.07 | 10.5 | 8.6e-26 | 0.44 | 1.00 | 0.00 | FALSE |
30 | GTEx | Esophagus Mucosa | ST7L | 0.18 | 0.20 | lasso | 3 | 0.19 | 8.9e-13 | 8.07 | 9.7 | 2.4e-22 | 0.47 | 1.00 | 0.00 | FALSE |
31 | GTEx | Esophagus Muscularis | ST7L | 0.26 | 0.33 | lasso | 5 | 0.33 | 1.4e-20 | 7.76 | 8.1 | 8.3e-16 | 0.39 | 1.00 | 0.00 | TRUE |
32 | GTEx | Esophagus Muscularis | OLFML3 | 0.30 | 0.24 | lasso | 3 | 0.23 | 2.8e-14 | 5.69 | -6.0 | 2.3e-09 | 0.04 | 0.09 | 0.91 | TRUE |
33 | GTEx | Esophagus Muscularis | CTTNBP2NL | 0.14 | 0.06 | lasso | 6 | 0.03 | 8.6e-03 | 6.50 | 7.1 | 1.6e-12 | -0.02 | 0.52 | 0.02 | FALSE |
34 | GTEx | Heart Atrial Appendage | ST7L | 0.25 | 0.08 | enet | 18 | 0.11 | 1.1e-05 | 8.08 | 11.7 | 7.8e-32 | 0.56 | 0.82 | 0.16 | FALSE |
35 | GTEx | Heart Left Ventricle | ST7L | 0.12 | 0.13 | lasso | 3 | 0.12 | 5.2e-07 | 8.07 | 8.2 | 3.7e-16 | 0.38 | 0.92 | 0.01 | FALSE |
36 | GTEx | Lung | ST7L | 0.18 | 0.25 | lasso | 4 | 0.25 | 4.5e-19 | 8.10 | 8.2 | 3.6e-16 | 0.37 | 1.00 | 0.00 | FALSE |
37 | GTEx | Muscle Skeletal | ST7L | 0.04 | 0.05 | enet | 6 | 0.02 | 4.3e-03 | 8.11 | 8.2 | 2.1e-16 | 0.38 | 0.94 | 0.00 | FALSE |
38 | GTEx | Nerve Tibial | ST7L | 0.27 | 0.36 | enet | 24 | 0.32 | 1.4e-23 | 8.11 | 7.8 | 7.3e-15 | 0.33 | 1.00 | 0.00 | FALSE |
39 | GTEx | Ovary | ST7L | 0.53 | 0.05 | enet | 33 | 0.15 | 1.7e-04 | -8.52 | 11.8 | 3.4e-32 | 0.33 | 0.12 | 0.08 | FALSE |
40 | GTEx | Ovary | PPM1J | 0.48 | 0.00 | lasso | 9 | 0.01 | 1.4e-01 | 2.86 | 6.2 | 7.6e-10 | 0.14 | 0.04 | 0.07 | TRUE |
41 | GTEx | Pancreas | ST7L | 0.25 | 0.17 | enet | 21 | 0.24 | 1.1e-10 | 8.11 | 7.3 | 3.2e-13 | 0.40 | 0.98 | 0.00 | FALSE |
42 | GTEx | Pituitary | ST7L | 0.31 | 0.18 | lasso | 7 | 0.18 | 3.0e-05 | 14.72 | 14.8 | 2.6e-49 | 0.86 | 0.01 | 0.98 | FALSE |
43 | GTEx | Skin Not Sun Exposed Suprapubic | ST7L | 0.14 | 0.10 | enet | 8 | 0.06 | 2.6e-04 | 8.08 | 11.1 | 8.6e-29 | 0.53 | 0.76 | 0.20 | FALSE |
44 | GTEx | Skin Not Sun Exposed Suprapubic | SLC16A1 | 0.12 | 0.00 | lasso | 5 | 0.04 | 5.0e-03 | 14.61 | -14.1 | 4.5e-45 | -0.74 | 0.01 | 0.95 | FALSE |
45 | GTEx | Skin Sun Exposed Lower leg | ST7L | 0.12 | 0.12 | lasso | 1 | 0.11 | 1.7e-09 | 8.10 | 8.1 | 5.4e-16 | 0.36 | 1.00 | 0.00 | FALSE |
46 | GTEx | Skin Sun Exposed Lower leg | MOV10 | 0.05 | 0.02 | lasso | 5 | 0.02 | 1.1e-02 | 14.61 | 14.2 | 1.1e-45 | 0.85 | 0.01 | 0.97 | FALSE |
47 | GTEx | Small Intestine Terminal Ileum | ST7L | 0.34 | 0.15 | lasso | 6 | 0.11 | 1.9e-03 | -8.52 | 8.6 | 8.6e-18 | 0.33 | 0.09 | 0.12 | FALSE |
48 | GTEx | Stomach | ST7L | 0.21 | 0.24 | lasso | 3 | 0.23 | 2.6e-11 | 8.14 | 10.0 | 1.5e-23 | 0.47 | 1.00 | 0.00 | FALSE |
49 | GTEx | Testis | ST7L | 0.46 | 0.55 | lasso | 6 | 0.55 | 7.4e-29 | 8.07 | 8.7 | 2.8e-18 | 0.42 | 1.00 | 0.00 | FALSE |
50 | GTEx | Testis | RLIMP2 | 0.35 | 0.00 | enet | 47 | 0.06 | 1.1e-03 | -0.74 | -6.6 | 3.2e-11 | -0.32 | 0.18 | 0.08 | FALSE |
51 | GTEx | Thyroid | ST7L | 0.15 | 0.20 | lasso | 2 | 0.19 | 1.4e-14 | 8.07 | 8.1 | 6.4e-16 | 0.38 | 1.00 | 0.00 | FALSE |
52 | GTEx | Uterus | ST7L | 0.20 | -0.01 | enet | 13 | -0.01 | 8.0e-01 | 8.08 | 5.8 | 6.7e-09 | 0.19 | 0.07 | 0.06 | TRUE |
53 | GTEx | Whole Blood | ST7L | 0.09 | 0.08 | lasso | 2 | 0.08 | 1.5e-07 | 8.08 | 8.1 | 4.9e-16 | 0.38 | 1.00 | 0.00 | FALSE |
54 | METSIM | Adipose | ST7L | 0.22 | 0.25 | enet | 11 | 0.25 | 1.0e-37 | 8.08 | 9.9 | 4.5e-23 | 0.50 | 1.00 | 0.00 | FALSE |
55 | NTR | Blood | ST7L | 0.02 | 0.01 | enet | 18 | 0.01 | 5.1e-03 | 8.07 | 8.1 | 4.8e-16 | 0.37 | 0.82 | 0.03 | FALSE |
56 | ROSMAP | Brain Pre-frontal Cortex | WNT2B | 0.34 | 0.40 | enet | 30 | 0.42 | 1.5e-59 | 14.61 | 14.8 | 2.6e-49 | 0.77 | 1.00 | 0.00 | FALSE |
57 | YFS | Blood | MOV10 | 0.07 | 0.04 | blup | 314 | 0.04 | 1.5e-12 | 14.57 | 11.7 | 1.1e-31 | 0.59 | 1.00 | 0.00 | FALSE |
58 | YFS | Blood | ST7L | 0.09 | 0.10 | lasso | 8 | 0.10 | 2.4e-32 | 8.07 | 8.2 | 3.4e-16 | 0.38 | 1.00 | 0.00 | FALSE |
59 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | ST7L | 0.21 | 0.22 | blup | 56 | 0.21 | 1.7e-17 | 8.07 | 10.5 | 8.1e-26 | 0.42 | 1.00 | 0.00 | FALSE |
60 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | WNT2B | 0.10 | 0.04 | blup | 46 | 0.03 | 2.7e-03 | 6.43 | 12.9 | 7.3e-38 | 0.36 | 0.60 | 0.06 | FALSE |
61 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ST7L | 0.23 | 0.36 | lasso | 5 | 0.36 | 2.8e-76 | 8.07 | 9.1 | 7.2e-20 | 0.44 | 1.00 | 0.00 | FALSE |
62 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | ST7L | 0.09 | 0.00 | blup | 56 | 0.01 | 7.2e-02 | 8.07 | 6.6 | 3.9e-11 | 0.20 | 0.03 | 0.04 | FALSE |
63 | The Cancer Genome Atlas | Colon Adenocarcinoma | ST7L | 0.33 | 0.19 | lasso | 3 | 0.21 | 1.7e-12 | 8.07 | 11.4 | 3.0e-30 | 0.57 | 1.00 | 0.00 | FALSE |
64 | The Cancer Genome Atlas | Glioblastoma Multiforme | ST7L | 0.27 | 0.20 | blup | 55 | 0.18 | 5.0e-06 | 8.14 | 9.7 | 4.7e-22 | 0.44 | 0.55 | 0.13 | FALSE |
65 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ST7L | 0.13 | 0.17 | lasso | 3 | 0.17 | 1.5e-18 | 8.07 | 8.2 | 1.8e-16 | 0.39 | 1.00 | 0.00 | FALSE |
66 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CTTNBP2NL | 0.04 | 0.00 | blup | 53 | 0.02 | 2.1e-03 | 8.34 | 8.4 | 3.6e-17 | 0.27 | 0.04 | 0.15 | FALSE |
67 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ST7L | 0.18 | 0.27 | blup | 56 | 0.28 | 2.4e-31 | 8.09 | 10.4 | 3.7e-25 | 0.57 | 1.00 | 0.00 | FALSE |
68 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | ST7L | 0.14 | 0.09 | enet | 11 | 0.13 | 6.5e-08 | 8.08 | 8.6 | 5.9e-18 | 0.40 | 1.00 | 0.00 | FALSE |
69 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ST7L | 0.21 | 0.36 | lasso | 6 | 0.37 | 1.7e-43 | 8.07 | 8.1 | 6.3e-16 | 0.38 | 1.00 | 0.00 | FALSE |
70 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | ST7L | 0.23 | 0.24 | lasso | 2 | 0.22 | 7.4e-11 | 8.07 | 7.5 | 4.3e-14 | 0.35 | 1.00 | 0.00 | FALSE |
71 | The Cancer Genome Atlas | Lung Adenocarcinoma | ST7L | 0.26 | 0.35 | enet | 17 | 0.36 | 2.6e-43 | 8.07 | 9.8 | 1.6e-22 | 0.50 | 1.00 | 0.00 | FALSE |
72 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ST7L | 0.05 | 0.09 | lasso | 2 | 0.08 | 1.4e-09 | 8.07 | 8.3 | 1.4e-16 | 0.37 | 1.00 | 0.00 | FALSE |
73 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | ST7L | 0.12 | 0.18 | enet | 12 | 0.17 | 9.3e-12 | 8.07 | 8.2 | 2.3e-16 | 0.39 | 1.00 | 0.00 | FALSE |
74 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | WNT2B | 0.05 | 0.02 | blup | 46 | 0.05 | 4.7e-04 | -4.47 | -8.1 | 7.0e-16 | -0.40 | 0.06 | 0.07 | TRUE |
75 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | ST7L | 0.39 | 0.36 | lasso | 7 | 0.35 | 1.8e-15 | 8.07 | 8.8 | 9.3e-19 | 0.42 | 1.00 | 0.00 | FALSE |
76 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | ST7L | 0.28 | 0.28 | enet | 12 | 0.26 | 1.0e-10 | 8.08 | 9.5 | 1.7e-21 | 0.46 | 1.00 | 0.00 | FALSE |
77 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CTTNBP2NL | 0.02 | 0.01 | blup | 53 | 0.00 | 9.5e-02 | 6.48 | 8.8 | 1.7e-18 | 0.07 | 0.09 | 0.05 | TRUE |
78 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MOV10 | 0.03 | 0.00 | lasso | 9 | 0.00 | 9.9e-02 | 14.57 | 8.9 | 3.9e-19 | 0.47 | 0.01 | 0.80 | FALSE |
79 | The Cancer Genome Atlas | Prostate Adenocarcinoma | OLFML3 | 0.04 | 0.00 | blup | 45 | 0.02 | 4.3e-03 | -6.16 | -5.4 | 7.4e-08 | 0.02 | 0.00 | 0.71 | FALSE |
80 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ST7L | 0.31 | 0.43 | enet | 12 | 0.42 | 3.4e-47 | 8.07 | 10.1 | 5.4e-24 | 0.44 | 1.00 | 0.00 | FALSE |
81 | The Cancer Genome Atlas | Soft Tissue Sarcoma | ST7L | 0.11 | 0.13 | lasso | 7 | 0.12 | 1.5e-07 | 8.07 | 10.7 | 7.8e-27 | 0.51 | 0.94 | 0.05 | FALSE |
82 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | ST7L | 0.29 | 0.29 | enet | 5 | 0.26 | 1.6e-07 | 8.11 | 8.6 | 7.9e-18 | 0.35 | 0.66 | 0.04 | FALSE |
83 | The Cancer Genome Atlas | Stomach Adenocarcinoma | ST7L | 0.23 | 0.23 | lasso | 4 | 0.23 | 1.3e-16 | 8.07 | 9.5 | 1.6e-21 | 0.44 | 1.00 | 0.00 | FALSE |
84 | The Cancer Genome Atlas | Thyroid Carcinoma | MOV10 | 0.06 | 0.06 | lasso | 7 | 0.05 | 9.4e-06 | 14.22 | 15.0 | 1.0e-50 | 0.83 | 0.01 | 0.99 | FALSE |
85 | The Cancer Genome Atlas | Thyroid Carcinoma | ST7L | 0.51 | 0.62 | lasso | 3 | 0.62 | 1.1e-75 | 8.07 | 8.1 | 4.8e-16 | 0.38 | 1.00 | 0.00 | FALSE |