Best TWAS P=1.58e-12 · Best GWAS P=3.5e-11 conditioned to 0.0237
# | 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 | TMEM80 | 0.39 | 0.33 | enet | 43 | 0.36 | 1.6e-46 | 5.3 | -5.6 | 2.4e-08 | 0.41 | 0.89 | 0.11 | FALSE |
2 | GTEx | Adipose Subcutaneous | HRAS | 0.15 | 0.06 | enet | 36 | 0.07 | 4.1e-06 | -6.1 | 7.1 | 1.6e-12 | -0.55 | 0.04 | 0.95 | TRUE |
3 | GTEx | Artery Aorta | HRAS | 0.22 | 0.20 | lasso | 4 | 0.18 | 4.0e-10 | -5.7 | 5.6 | 2.0e-08 | -0.45 | 0.54 | 0.46 | FALSE |
4 | GTEx | Artery Aorta | TMEM80 | 0.44 | 0.33 | lasso | 11 | 0.37 | 2.6e-21 | 5.0 | -5.7 | 1.0e-08 | 0.47 | 0.97 | 0.03 | FALSE |
5 | GTEx | Artery Tibial | HRAS | 0.19 | 0.10 | lasso | 6 | 0.09 | 9.4e-08 | -5.7 | 6.4 | 1.3e-10 | -0.61 | 0.09 | 0.91 | FALSE |
6 | GTEx | Brain Caudate basal ganglia | RP11-496I9.1 | 0.37 | 0.07 | lasso | 7 | 0.03 | 3.6e-02 | -5.7 | -5.1 | 2.9e-07 | 0.68 | 0.06 | 0.56 | FALSE |
7 | GTEx | Brain Cerebellum | HRAS | 0.25 | 0.12 | lasso | 5 | 0.14 | 6.5e-05 | -5.7 | 5.1 | 2.7e-07 | -0.49 | 0.16 | 0.56 | FALSE |
8 | GTEx | Brain Cerebellum | EPS8L2 | 0.42 | 0.26 | enet | 15 | 0.37 | 5.3e-12 | -2.5 | -5.2 | 2.3e-07 | 0.50 | 0.44 | 0.54 | FALSE |
9 | GTEx | Brain Putamen basal ganglia | RP11-496I9.1 | 0.26 | 0.00 | lasso | 7 | 0.04 | 3.2e-02 | -5.7 | -6.8 | 9.1e-12 | 0.68 | 0.07 | 0.50 | FALSE |
10 | GTEx | Colon Sigmoid | HRAS | 0.22 | 0.15 | lasso | 5 | 0.16 | 3.4e-06 | -4.5 | 5.1 | 2.7e-07 | -0.52 | 0.41 | 0.47 | FALSE |
11 | GTEx | Esophagus Gastroesophageal Junction | TMEM80 | 0.56 | 0.30 | lasso | 7 | 0.27 | 3.8e-10 | 5.0 | -5.6 | 2.4e-08 | 0.39 | 0.94 | 0.06 | FALSE |
12 | GTEx | Esophagus Mucosa | DRD4 | 0.09 | 0.02 | lasso | 5 | 0.05 | 1.7e-04 | -6.6 | 6.1 | 7.8e-10 | -0.72 | 0.01 | 0.97 | FALSE |
13 | GTEx | Esophagus Mucosa | HRAS | 0.13 | 0.10 | enet | 6 | 0.07 | 1.8e-05 | -5.7 | 5.5 | 4.9e-08 | -0.70 | 0.09 | 0.90 | FALSE |
14 | GTEx | Esophagus Muscularis | HRAS | 0.12 | 0.14 | lasso | 4 | 0.13 | 1.7e-08 | -5.7 | 5.9 | 3.9e-09 | -0.51 | 0.47 | 0.52 | FALSE |
15 | GTEx | Esophagus Muscularis | TMEM80 | 0.68 | 0.42 | enet | 71 | 0.48 | 1.4e-32 | 5.0 | -5.3 | 9.3e-08 | 0.39 | 0.97 | 0.03 | FALSE |
16 | GTEx | Lung | HRAS | 0.11 | 0.04 | enet | 8 | 0.07 | 5.7e-06 | -2.7 | 5.7 | 1.4e-08 | -0.58 | 0.24 | 0.73 | FALSE |
17 | GTEx | Muscle Skeletal | HRAS | 0.09 | 0.05 | enet | 14 | 0.04 | 3.2e-05 | -5.7 | 5.6 | 2.6e-08 | -0.70 | 0.02 | 0.97 | FALSE |
18 | GTEx | Muscle Skeletal | TMEM80 | 0.40 | 0.25 | lasso | 8 | 0.26 | 6.1e-26 | 5.0 | -5.1 | 3.1e-07 | 0.39 | 0.97 | 0.03 | FALSE |
19 | GTEx | Nerve Tibial | HRAS | 0.16 | 0.10 | enet | 10 | 0.11 | 2.1e-08 | -5.7 | 6.0 | 1.7e-09 | -0.60 | 0.55 | 0.44 | FALSE |
20 | GTEx | Ovary | HRAS | 0.29 | 0.10 | enet | 13 | 0.05 | 1.9e-02 | -6.2 | 5.4 | 8.7e-08 | -0.46 | 0.06 | 0.28 | FALSE |
21 | GTEx | Ovary | TMEM80 | 0.43 | 0.27 | enet | 20 | 0.16 | 8.1e-05 | 5.0 | -5.3 | 9.6e-08 | 0.47 | 0.17 | 0.44 | FALSE |
22 | GTEx | Pancreas | DEAF1 | 0.19 | 0.20 | enet | 8 | 0.07 | 8.4e-04 | -4.7 | -5.5 | 4.3e-08 | 0.53 | 0.77 | 0.18 | FALSE |
23 | GTEx | Pituitary | HRAS | 0.18 | 0.05 | lasso | 3 | 0.01 | 1.9e-01 | -6.1 | 5.7 | 1.5e-08 | -0.76 | 0.04 | 0.61 | FALSE |
24 | GTEx | Prostate | TMEM80 | 0.45 | 0.31 | enet | 21 | 0.24 | 8.3e-07 | 5.0 | -5.2 | 2.4e-07 | 0.47 | 0.32 | 0.62 | FALSE |
25 | GTEx | Skin Not Sun Exposed Suprapubic | TMEM80 | 0.31 | 0.18 | lasso | 5 | 0.27 | 3.8e-15 | 5.3 | -5.8 | 5.9e-09 | 0.42 | 0.91 | 0.09 | FALSE |
26 | GTEx | Testis | TMEM80 | 0.64 | 0.37 | lasso | 7 | 0.43 | 1.2e-20 | 5.0 | -5.3 | 1.3e-07 | 0.39 | 0.97 | 0.03 | FALSE |
27 | GTEx | Thyroid | TMEM80 | 0.46 | 0.39 | enet | 30 | 0.40 | 2.0e-32 | -4.7 | -5.4 | 5.2e-08 | 0.48 | 0.99 | 0.01 | FALSE |
28 | GTEx | Thyroid | IRF7 | 0.10 | 0.01 | lasso | 4 | 0.00 | 2.3e-01 | -4.5 | -5.9 | 3.8e-09 | 0.74 | 0.02 | 0.84 | FALSE |
29 | GTEx | Whole Blood | TMEM80 | 0.26 | 0.12 | enet | 47 | 0.16 | 6.1e-15 | -2.5 | -5.8 | 4.9e-09 | 0.45 | 0.93 | 0.07 | TRUE |
30 | METSIM | Adipose | TMEM80 | 0.37 | 0.20 | enet | 23 | 0.30 | 1.3e-45 | 5.3 | -5.2 | 2.0e-07 | 0.38 | 0.92 | 0.08 | FALSE |
31 | NTR | Blood | TMEM80 | 0.01 | 0.01 | enet | 5 | 0.00 | 3.9e-02 | 5.0 | -5.2 | 2.2e-07 | 0.43 | 0.14 | 0.46 | FALSE |
32 | ROSMAP | Brain Pre-frontal Cortex | HRAS | 0.24 | 0.19 | lasso | 7 | 0.27 | 1.4e-34 | -3.0 | 5.3 | 1.4e-07 | -0.48 | 0.84 | 0.16 | FALSE |
33 | ROSMAP | Brain Pre-frontal Cortex | TMEM80 | 0.52 | 0.51 | enet | 24 | 0.56 | 1.2e-86 | 5.3 | -5.5 | 4.5e-08 | 0.41 | 0.90 | 0.10 | FALSE |
34 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | TMEM80 | 0.13 | 0.12 | enet | 16 | 0.12 | 6.0e-10 | 5.3 | -5.2 | 1.8e-07 | 0.33 | 0.00 | 1.00 | FALSE |
35 | The Cancer Genome Atlas | Breast Invasive Carcinoma | DRD4 | 0.03 | 0.01 | blup | 48 | 0.01 | 9.0e-04 | -6.3 | -5.6 | 2.3e-08 | 0.40 | 0.03 | 0.50 | FALSE |
36 | The Cancer Genome Atlas | Breast Invasive Carcinoma | IRF7 | 0.03 | 0.03 | blup | 46 | 0.03 | 9.9e-07 | -6.6 | -5.5 | 3.3e-08 | 0.77 | 0.01 | 0.99 | FALSE |
37 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TMEM80 | 0.23 | 0.20 | blup | 49 | 0.21 | 7.0e-43 | 5.3 | -5.3 | 1.2e-07 | 0.37 | 0.00 | 1.00 | FALSE |
38 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | HRAS | 0.07 | 0.01 | blup | 41 | 0.04 | 4.2e-03 | -2.6 | 5.5 | 3.5e-08 | -0.59 | 0.02 | 0.71 | FALSE |
39 | The Cancer Genome Atlas | Colon Adenocarcinoma | TMEM80 | 0.17 | 0.12 | enet | 17 | 0.16 | 1.2e-09 | 5.0 | -5.3 | 9.0e-08 | 0.44 | 0.00 | 1.00 | FALSE |
40 | The Cancer Genome Atlas | Glioblastoma Multiforme | CDHR5 | 0.15 | 0.01 | blup | 44 | 0.02 | 9.6e-02 | -2.8 | 5.7 | 1.2e-08 | -0.59 | 0.01 | 0.19 | FALSE |
41 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TMEM80 | 0.11 | 0.06 | blup | 49 | 0.08 | 1.7e-09 | 5.0 | -5.4 | 6.4e-08 | 0.37 | 0.00 | 1.00 | FALSE |
42 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | HRAS | 0.03 | 0.00 | blup | 41 | 0.02 | 4.9e-03 | -5.6 | 5.7 | 1.0e-08 | -0.45 | 0.02 | 0.67 | FALSE |
43 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TMEM80 | 0.33 | 0.32 | enet | 12 | 0.38 | 1.6e-45 | 5.3 | -5.7 | 1.4e-08 | 0.37 | 0.00 | 1.00 | FALSE |
44 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TMEM80 | 0.15 | 0.21 | enet | 10 | 0.20 | 1.3e-11 | 5.0 | -5.4 | 6.7e-08 | 0.40 | 0.00 | 1.00 | FALSE |
45 | The Cancer Genome Atlas | Brain Lower Grade Glioma | HRAS | 0.02 | 0.00 | blup | 41 | 0.01 | 2.8e-02 | -5.7 | 6.3 | 3.7e-10 | -0.59 | 0.02 | 0.68 | FALSE |
46 | The Cancer Genome Atlas | Brain Lower Grade Glioma | IRF7 | 0.10 | 0.05 | blup | 46 | 0.07 | 7.6e-09 | -6.6 | -5.7 | 1.3e-08 | 0.68 | 0.01 | 0.99 | FALSE |
47 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TMEM80 | 0.13 | 0.08 | blup | 49 | 0.11 | 7.8e-13 | 4.9 | -5.5 | 4.8e-08 | 0.38 | 0.00 | 1.00 | FALSE |
48 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | TMEM80 | 0.35 | 0.17 | lasso | 3 | 0.17 | 2.5e-11 | 5.3 | -5.3 | 1.1e-07 | 0.36 | 0.00 | 1.00 | FALSE |
49 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TMEM80 | 0.26 | 0.33 | enet | 11 | 0.38 | 1.2e-41 | 5.3 | -5.7 | 1.2e-08 | 0.41 | 0.00 | 1.00 | FALSE |
50 | The Cancer Genome Atlas | Rectum Adenocarcinoma | TMEM80 | 0.34 | 0.13 | blup | 49 | 0.08 | 6.6e-03 | 5.0 | -5.1 | 2.8e-07 | 0.40 | 0.00 | 0.77 | FALSE |
51 | The Cancer Genome Atlas | Soft Tissue Sarcoma | C11orf35 | 0.04 | 0.02 | blup | 41 | 0.03 | 7.6e-03 | -6.2 | -6.3 | 2.2e-10 | 0.74 | 0.01 | 0.69 | FALSE |
52 | The Cancer Genome Atlas | Stomach Adenocarcinoma | PTDSS2 | 0.05 | 0.05 | lasso | 4 | 0.06 | 4.6e-05 | -5.6 | 5.2 | 1.8e-07 | -0.50 | 0.01 | 0.97 | FALSE |
53 | The Cancer Genome Atlas | Stomach Adenocarcinoma | TMEM80 | 0.09 | 0.03 | blup | 49 | 0.04 | 8.4e-04 | 5.0 | -5.6 | 2.8e-08 | 0.37 | 0.00 | 0.94 | FALSE |
54 | The Cancer Genome Atlas | Thyroid Carcinoma | CDHR5 | 0.03 | 0.02 | lasso | 2 | 0.01 | 4.1e-02 | -5.7 | 5.9 | 2.8e-09 | -0.74 | 0.05 | 0.67 | FALSE |
55 | The Cancer Genome Atlas | Thyroid Carcinoma | EPS8L2 | 0.05 | 0.05 | lasso | 2 | 0.03 | 3.7e-04 | 5.3 | 5.3 | 1.3e-07 | -0.34 | 0.00 | 0.99 | FALSE |
56 | The Cancer Genome Atlas | Thyroid Carcinoma | IRF7 | 0.07 | 0.10 | lasso | 5 | 0.09 | 3.5e-09 | -6.5 | -6.5 | 5.9e-11 | 0.91 | 0.01 | 0.99 | FALSE |
57 | The Cancer Genome Atlas | Thyroid Carcinoma | TMEM80 | 0.40 | 0.49 | lasso | 8 | 0.49 | 2.9e-54 | 5.0 | -5.3 | 1.4e-07 | 0.38 | 0.01 | 0.99 | FALSE |