Best TWAS P=2.57e-17 · Best GWAS P=2.07e-15 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 | ACTR1A | 0.03 | 0.01 | blup | 347 | 0.01 | 5.6e-02 | 4.852 | 7.2 | 6.5e-13 | 0.70 | 0.06 | 0.67 | FALSE |
2 | GTEx | Adipose Subcutaneous | WBP1L | 0.05 | 0.00 | enet | 8 | 0.00 | 5.3e-01 | -5.752 | 5.7 | 1.5e-08 | 0.43 | 0.11 | 0.13 | FALSE |
3 | GTEx | Adipose Subcutaneous | CYP17A1-AS1 | 0.05 | 0.02 | enet | 10 | 0.03 | 2.8e-03 | 4.331 | 7.3 | 2.1e-13 | 0.80 | 0.03 | 0.92 | TRUE |
4 | GTEx | Adrenal Gland | TMEM180 | 0.19 | 0.15 | enet | 12 | 0.09 | 3.5e-04 | -5.313 | -7.2 | 4.2e-13 | -0.53 | 0.27 | 0.62 | FALSE |
5 | GTEx | Artery Aorta | NT5C2 | 0.08 | 0.02 | lasso | 7 | 0.01 | 1.2e-01 | -4.186 | -6.2 | 7.4e-10 | -0.43 | 0.07 | 0.79 | FALSE |
6 | GTEx | Artery Coronary | TMEM180 | 0.14 | 0.05 | enet | 13 | 0.04 | 2.4e-02 | -5.244 | -5.7 | 1.2e-08 | -0.40 | 0.21 | 0.21 | FALSE |
7 | GTEx | Artery Coronary | CYP17A1-AS1 | 0.20 | -0.01 | enet | 21 | 0.04 | 2.3e-02 | -0.013 | 5.2 | 2.5e-07 | 0.36 | 0.06 | 0.15 | FALSE |
8 | GTEx | Artery Tibial | NT5C2 | 0.06 | 0.04 | lasso | 9 | 0.02 | 1.5e-02 | 6.995 | -7.3 | 2.1e-13 | -0.74 | 0.08 | 0.78 | FALSE |
9 | GTEx | Artery Tibial | CYP17A1-AS1 | 0.08 | 0.08 | lasso | 8 | 0.06 | 2.8e-05 | 6.995 | 7.0 | 2.2e-12 | 0.75 | 0.32 | 0.64 | FALSE |
10 | GTEx | Brain Cerebellar Hemisphere | TMEM180 | 0.23 | 0.23 | lasso | 10 | 0.10 | 1.3e-03 | -5.333 | -5.4 | 6.9e-08 | -0.35 | 0.67 | 0.14 | FALSE |
11 | GTEx | Brain Cerebellar Hemisphere | ARL3 | 0.15 | 0.02 | enet | 18 | 0.11 | 1.1e-03 | -6.550 | 5.9 | 3.2e-09 | 0.53 | 0.10 | 0.25 | FALSE |
12 | GTEx | Brain Cerebellum | TMEM180 | 0.25 | 0.29 | enet | 11 | 0.26 | 3.5e-08 | -5.380 | -5.8 | 5.0e-09 | -0.38 | 0.87 | 0.11 | FALSE |
13 | GTEx | Brain Cerebellum | ARL3 | 0.20 | 0.09 | enet | 32 | 0.07 | 3.7e-03 | 6.440 | 6.5 | 1.0e-10 | 0.66 | 0.07 | 0.83 | FALSE |
14 | GTEx | Brain Cerebellum | TRIM8 | 0.34 | -0.01 | enet | 25 | 0.07 | 4.7e-03 | -0.926 | -5.8 | 4.8e-09 | -0.46 | 0.08 | 0.29 | TRUE |
15 | GTEx | Brain Cortex | CYP17A1-AS1 | 0.15 | 0.13 | lasso | 7 | 0.14 | 1.3e-04 | 6.440 | 7.9 | 2.2e-15 | 0.83 | 0.08 | 0.77 | FALSE |
16 | GTEx | Brain Hypothalamus | TMEM180 | 0.21 | 0.20 | lasso | 5 | 0.12 | 8.5e-04 | -5.503 | -5.5 | 4.2e-08 | -0.33 | 0.28 | 0.07 | FALSE |
17 | GTEx | Brain Hypothalamus | CYP17A1-AS1 | 0.34 | 0.10 | lasso | 10 | 0.05 | 2.6e-02 | 7.937 | 8.3 | 8.7e-17 | 0.93 | 0.02 | 0.84 | FALSE |
18 | GTEx | Brain Nucleus accumbens basal ganglia | CYP17A1-AS1 | 0.39 | 0.22 | lasso | 3 | 0.19 | 8.2e-06 | 6.382 | 6.2 | 4.8e-10 | 0.80 | 0.08 | 0.70 | FALSE |
19 | GTEx | Breast Mammary Tissue | TMEM180 | 0.17 | 0.16 | enet | 9 | 0.17 | 3.6e-09 | -5.503 | -5.6 | 1.9e-08 | -0.33 | 1.00 | 0.00 | FALSE |
20 | GTEx | Breast Mammary Tissue | CYP17A1-AS1 | 0.10 | -0.01 | enet | 28 | 0.00 | 2.4e-01 | 7.909 | 7.2 | 5.9e-13 | 0.75 | 0.05 | 0.74 | FALSE |
21 | GTEx | Breast Mammary Tissue (Male) | CYP17A1-AS1 | 0.06 | 0.00 | lasso | 3 | 0.01 | 2.1e-01 | -6.648 | 7.4 | 1.3e-13 | 0.73 | 0.03 | 0.18 | FALSE |
22 | GTEx | Breast Mammary Tissue (Female) | TMEM180 | 0.18 | 0.06 | lasso | 4 | 0.07 | 4.5e-03 | -5.769 | -6.6 | 4.0e-11 | -0.42 | 0.21 | 0.33 | FALSE |
23 | GTEx | Breast Mammary Tissue (Female) | CYP17A1-AS1 | 0.14 | 0.01 | lasso | 11 | 0.00 | 4.7e-01 | 4.927 | 7.1 | 1.1e-12 | 0.54 | 0.06 | 0.21 | FALSE |
24 | GTEx | Cells EBV-transformed lymphocytes | ACTR1A | 0.22 | 0.18 | lasso | 3 | 0.19 | 8.0e-07 | -6.129 | 7.2 | 5.4e-13 | 0.70 | 0.36 | 0.38 | FALSE |
25 | GTEx | Cells EBV-transformed lymphocytes | RP11-18I14.11 | 0.17 | 0.08 | lasso | 8 | 0.09 | 8.7e-04 | -7.149 | 7.5 | 7.7e-14 | 0.57 | 0.17 | 0.29 | FALSE |
26 | GTEx | Cells Transformed fibroblasts | TMEM180 | 0.05 | 0.04 | lasso | 2 | 0.01 | 3.3e-02 | -7.301 | 7.3 | 2.8e-13 | 0.56 | 0.19 | 0.42 | FALSE |
27 | GTEx | Colon Sigmoid | TMEM180 | 0.32 | 0.41 | lasso | 3 | 0.38 | 1.5e-14 | -5.380 | -5.5 | 4.8e-08 | -0.34 | 1.00 | 0.00 | FALSE |
28 | GTEx | Esophagus Gastroesophageal Junction | TMEM180 | 0.22 | 0.23 | enet | 11 | 0.27 | 3.0e-10 | -5.503 | -5.3 | 1.0e-07 | -0.41 | 0.93 | 0.05 | FALSE |
29 | GTEx | Esophagus Mucosa | SUFU | 0.08 | 0.02 | enet | 18 | 0.01 | 4.2e-02 | -2.761 | -6.1 | 1.2e-09 | -0.63 | 0.46 | 0.39 | FALSE |
30 | GTEx | Esophagus Muscularis | SUFU | 0.07 | 0.04 | enet | 18 | 0.03 | 5.2e-03 | -5.503 | -7.7 | 1.2e-14 | -0.56 | 0.32 | 0.45 | FALSE |
31 | GTEx | Esophagus Muscularis | TMEM180 | 0.23 | 0.22 | enet | 19 | 0.19 | 1.6e-11 | -5.503 | -5.3 | 1.1e-07 | -0.33 | 1.00 | 0.00 | FALSE |
32 | GTEx | Liver | ACTR1A | 0.15 | 0.00 | lasso | 10 | 0.00 | 4.6e-01 | -2.985 | -6.7 | 2.7e-11 | -0.39 | 0.05 | 0.36 | FALSE |
33 | GTEx | Liver | TMEM180 | 0.28 | 0.17 | enet | 36 | 0.17 | 1.7e-05 | -7.147 | -8.5 | 2.6e-17 | -0.62 | 0.32 | 0.61 | TRUE |
34 | GTEx | Lung | CYP17A1-AS1 | 0.06 | 0.08 | lasso | 3 | 0.06 | 1.6e-05 | 6.382 | 6.9 | 4.8e-12 | 0.88 | 0.03 | 0.96 | FALSE |
35 | GTEx | Muscle Skeletal | WBP1L | 0.04 | 0.00 | enet | 26 | 0.02 | 1.8e-03 | 4.624 | 5.2 | 1.7e-07 | 0.36 | 0.09 | 0.18 | FALSE |
36 | GTEx | Nerve Tibial | CYP17A1-AS1 | 0.14 | 0.08 | lasso | 6 | 0.06 | 7.2e-05 | 6.369 | 6.5 | 1.0e-10 | 0.81 | 0.43 | 0.32 | FALSE |
37 | GTEx | Pituitary | NT5C2 | 0.19 | -0.01 | lasso | 10 | 0.01 | 1.8e-01 | -5.769 | -6.5 | 1.0e-10 | -0.29 | 0.07 | 0.06 | TRUE |
38 | GTEx | Skin Sun Exposed Lower leg | SUFU | 0.06 | 0.05 | enet | 12 | 0.06 | 8.4e-06 | -7.147 | 7.2 | 4.5e-13 | 0.55 | 0.46 | 0.53 | FALSE |
39 | GTEx | Skin Sun Exposed Lower leg | ACTR1A | 0.08 | 0.06 | enet | 10 | 0.07 | 2.7e-06 | -7.312 | 6.0 | 1.9e-09 | 0.52 | 0.39 | 0.58 | FALSE |
40 | GTEx | Testis | TMEM180 | 0.19 | 0.05 | enet | 24 | 0.12 | 7.9e-06 | -5.313 | -5.2 | 2.2e-07 | -0.43 | 0.60 | 0.33 | FALSE |
41 | GTEx | Thyroid | SFXN2 | 0.28 | 0.06 | enet | 32 | 0.15 | 1.1e-11 | -2.102 | -5.2 | 2.1e-07 | -0.74 | 0.03 | 0.97 | TRUE |
42 | GTEx | Uterus | TMEM180 | 0.22 | 0.00 | enet | 23 | 0.00 | 2.6e-01 | -5.244 | -6.0 | 2.1e-09 | -0.51 | 0.05 | 0.28 | FALSE |
43 | NTR | Blood | ACTR1A | 0.03 | 0.03 | enet | 19 | 0.03 | 1.4e-09 | -5.503 | 7.4 | 1.2e-13 | 0.54 | 0.98 | 0.02 | FALSE |
44 | NTR | Blood | TRIM8 | 0.02 | 0.01 | enet | 11 | 0.01 | 2.1e-03 | -5.503 | 6.1 | 1.2e-09 | 0.58 | 0.40 | 0.50 | FALSE |
45 | ROSMAP | Brain Pre-frontal Cortex | CYP17A1-AS1 | 0.15 | 0.18 | lasso | 6 | 0.19 | 1.3e-23 | 6.440 | 6.7 | 1.9e-11 | 0.80 | 1.00 | 0.00 | TRUE |
46 | YFS | Blood | ARL3 | 0.39 | 0.14 | enet | 30 | 0.20 | 7.0e-63 | 2.431 | 5.7 | 9.6e-09 | 0.56 | 1.00 | 0.00 | FALSE |
47 | YFS | Blood | TRIM8 | 0.04 | 0.04 | lasso | 6 | 0.05 | 1.2e-15 | -5.820 | 6.4 | 1.4e-10 | 0.51 | 1.00 | 0.00 | FALSE |
48 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | AS3MT | 0.06 | 0.09 | enet | 6 | 0.07 | 1.3e-06 | 6.153 | -6.5 | 7.4e-11 | -0.62 | 0.20 | 0.79 | FALSE |
49 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | C10orf32 | 0.06 | 0.06 | blup | 54 | 0.08 | 1.2e-07 | 3.714 | -5.6 | 2.2e-08 | -0.58 | 0.35 | 0.65 | FALSE |
50 | The Cancer Genome Atlas | Breast Invasive Carcinoma | AS3MT | 0.05 | 0.05 | enet | 10 | 0.05 | 4.7e-11 | 6.153 | -5.7 | 1.2e-08 | -0.59 | 0.90 | 0.10 | FALSE |
51 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C10orf26 | 0.03 | 0.02 | enet | 5 | 0.02 | 1.6e-04 | -6.548 | -6.4 | 1.9e-10 | -0.58 | 0.87 | 0.05 | FALSE |
52 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SFXN2 | 0.12 | 0.09 | lasso | 4 | 0.10 | 4.4e-19 | 5.397 | -5.4 | 5.2e-08 | -0.52 | 1.00 | 0.00 | FALSE |
53 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | C10orf32 | 0.16 | 0.06 | blup | 54 | 0.10 | 1.3e-05 | 3.714 | -5.5 | 3.6e-08 | -0.55 | 0.04 | 0.94 | FALSE |
54 | The Cancer Genome Atlas | Colon Adenocarcinoma | TMEM180 | 0.04 | 0.02 | enet | 9 | 0.05 | 4.2e-04 | 1.287 | 5.6 | 2.1e-08 | 0.38 | 0.02 | 0.82 | FALSE |
55 | The Cancer Genome Atlas | Esophageal Carcinoma | SFXN2 | 0.26 | 0.02 | blup | 48 | 0.10 | 4.9e-04 | 5.397 | -6.0 | 1.8e-09 | -0.76 | 0.01 | 0.71 | FALSE |
56 | The Cancer Genome Atlas | Glioblastoma Multiforme | AS3MT | 0.15 | 0.05 | blup | 62 | 0.10 | 5.1e-04 | 3.714 | -5.8 | 5.9e-09 | -0.64 | 0.03 | 0.72 | FALSE |
57 | The Cancer Genome Atlas | Glioblastoma Multiforme | C10orf32 | 0.27 | 0.09 | lasso | 8 | 0.17 | 7.3e-06 | 4.433 | -5.2 | 1.7e-07 | -0.60 | 0.09 | 0.69 | FALSE |
58 | The Cancer Genome Atlas | Glioblastoma Multiforme | SFXN2 | 0.27 | 0.02 | blup | 47 | 0.11 | 3.1e-04 | 5.397 | -5.3 | 9.5e-08 | -0.70 | 0.02 | 0.55 | FALSE |
59 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ACTR1A | 0.02 | 0.02 | lasso | 5 | 0.02 | 4.6e-03 | -5.276 | 5.5 | 4.8e-08 | 0.34 | 0.02 | 0.80 | FALSE |
60 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | AS3MT | 0.05 | 0.05 | blup | 62 | 0.06 | 1.1e-07 | 7.289 | -5.8 | 6.8e-09 | -0.65 | 0.16 | 0.84 | FALSE |
61 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TMEM180 | 0.03 | 0.03 | blup | 52 | 0.04 | 3.9e-05 | -7.289 | 5.8 | 7.3e-09 | 0.43 | 0.02 | 0.98 | TRUE |
62 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | AS3MT | 0.04 | 0.05 | enet | 3 | 0.04 | 8.6e-06 | 6.153 | -6.2 | 7.6e-10 | -0.61 | 0.07 | 0.91 | FALSE |
63 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SUFU | 0.03 | 0.03 | lasso | 1 | 0.03 | 2.0e-04 | -5.373 | -5.4 | 7.7e-08 | -0.33 | 0.10 | 0.87 | FALSE |
64 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | SFXN2 | 0.20 | 0.08 | blup | 48 | 0.13 | 9.3e-07 | 5.397 | -5.8 | 4.8e-09 | -0.67 | 0.13 | 0.82 | TRUE |
65 | The Cancer Genome Atlas | Lung Adenocarcinoma | TMEM180 | 0.08 | 0.07 | blup | 52 | 0.09 | 1.9e-10 | -7.149 | 6.3 | 2.9e-10 | 0.51 | 0.01 | 0.99 | FALSE |
66 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TMEM180 | 0.05 | 0.02 | blup | 52 | 0.04 | 1.5e-05 | -6.314 | 5.8 | 7.5e-09 | 0.48 | 0.02 | 0.94 | FALSE |
67 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | SUFU | 0.03 | 0.02 | blup | 90 | 0.02 | 1.5e-02 | -7.301 | -7.0 | 2.3e-12 | -0.49 | 0.02 | 0.78 | FALSE |
68 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | AS3MT | 0.13 | 0.14 | blup | 62 | 0.13 | 5.6e-06 | 6.995 | -6.6 | 5.6e-11 | -0.71 | 0.21 | 0.77 | FALSE |
69 | The Cancer Genome Atlas | Prostate Adenocarcinoma | AS3MT | 0.16 | 0.21 | lasso | 9 | 0.24 | 2.5e-24 | 6.148 | -5.3 | 9.5e-08 | -0.64 | 0.95 | 0.05 | FALSE |
70 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C10orf95 | 0.02 | 0.03 | lasso | 2 | 0.02 | 4.7e-03 | -5.244 | -5.3 | 9.3e-08 | -0.33 | 0.03 | 0.83 | FALSE |
71 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TMEM180 | 0.16 | 0.27 | lasso | 4 | 0.27 | 4.3e-28 | -7.134 | -7.1 | 9.6e-13 | -0.54 | 0.02 | 0.98 | FALSE |
72 | The Cancer Genome Atlas | Rectum Adenocarcinoma | C10orf32 | 0.17 | 0.14 | blup | 52 | 0.14 | 3.2e-04 | 6.995 | -7.1 | 1.5e-12 | -0.71 | 0.04 | 0.62 | FALSE |
73 | The Cancer Genome Atlas | Thyroid Carcinoma | AS3MT | 0.23 | 0.18 | lasso | 3 | 0.18 | 1.8e-17 | 6.148 | -5.9 | 3.0e-09 | -0.60 | 0.99 | 0.01 | FALSE |
74 | The Cancer Genome Atlas | Thyroid Carcinoma | C10orf26 | 0.06 | 0.05 | lasso | 5 | 0.04 | 4.1e-05 | 6.719 | -6.2 | 6.9e-10 | -0.75 | 0.11 | 0.82 | FALSE |
75 | The Cancer Genome Atlas | Thyroid Carcinoma | CYP17A1 | 0.04 | 0.02 | lasso | 1 | 0.02 | 3.9e-03 | 7.289 | -7.3 | 3.1e-13 | -0.66 | 0.03 | 0.70 | FALSE |