Best TWAS P=1.74e-15 · Best GWAS P=4.33e-12 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 | DTX2P1-UPK3BP1-PMS2P11 | 0.18 | 0.09 | enet | 21 | 0.12 | 6.1e-15 | 6.3 | 8.0 | 1.7e-15 | 0.82 | 0.00 | 1.00 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | RSBN1L | 0.09 | 0.09 | enet | 9 | 0.09 | 2.0e-11 | -6.1 | -6.2 | 5.1e-10 | -0.03 | 0.06 | 0.94 | FALSE |
3 | GTEx | Adipose Subcutaneous | TMEM60 | 0.08 | 0.05 | lasso | 4 | 0.05 | 7.3e-05 | -6.2 | -6.0 | 1.7e-09 | -0.03 | 0.03 | 0.97 | FALSE |
4 | GTEx | Adipose Visceral Omentum | TMEM60 | 0.20 | 0.13 | lasso | 8 | 0.11 | 2.3e-06 | -6.5 | -6.2 | 4.4e-10 | -0.01 | 0.05 | 0.95 | TRUE |
5 | GTEx | Adrenal Gland | PTPN12 | 0.16 | 0.10 | lasso | 4 | 0.04 | 1.0e-02 | 5.4 | -5.1 | 2.8e-07 | 0.04 | 0.31 | 0.36 | FALSE |
6 | GTEx | Artery Aorta | GSAP | 0.19 | 0.07 | lasso | 2 | 0.04 | 2.8e-03 | 5.8 | -6.3 | 3.3e-10 | -0.03 | 0.24 | 0.13 | TRUE |
7 | GTEx | Artery Tibial | PTPN12 | 0.25 | 0.13 | lasso | 8 | 0.12 | 1.8e-09 | 5.9 | -5.9 | 3.2e-09 | 0.05 | 0.27 | 0.73 | FALSE |
8 | GTEx | Artery Tibial | TMEM60 | 0.07 | 0.05 | enet | 12 | 0.02 | 6.6e-03 | -6.4 | -6.0 | 2.5e-09 | 0.00 | 0.02 | 0.96 | FALSE |
9 | GTEx | Artery Tibial | FAM185BP | 0.11 | 0.02 | enet | 22 | 0.02 | 1.1e-02 | 5.7 | 6.0 | 1.6e-09 | 0.44 | 0.06 | 0.42 | FALSE |
10 | GTEx | Brain Cerebellum | GSAP | 0.38 | 0.30 | lasso | 4 | 0.31 | 6.4e-10 | 5.7 | -5.9 | 4.2e-09 | -0.01 | 0.65 | 0.30 | FALSE |
11 | GTEx | Brain Cerebellum | RSBN1L | 0.14 | 0.12 | lasso | 2 | 0.13 | 1.3e-04 | 5.7 | 6.0 | 2.7e-09 | 0.05 | 0.05 | 0.89 | FALSE |
12 | GTEx | Brain Frontal Cortex BA9 | GSAP | 0.38 | 0.22 | lasso | 6 | 0.21 | 3.0e-06 | 5.8 | -6.5 | 5.7e-11 | -0.13 | 0.14 | 0.22 | TRUE |
13 | GTEx | Brain Putamen basal ganglia | GSAP | 0.48 | 0.20 | lasso | 12 | 0.15 | 2.2e-04 | 5.8 | -5.2 | 1.8e-07 | -0.11 | 0.14 | 0.20 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | TMEM60 | 0.25 | 0.20 | lasso | 4 | 0.20 | 1.5e-14 | -6.4 | -6.4 | 1.8e-10 | -0.02 | 0.01 | 0.99 | FALSE |
15 | GTEx | Colon Sigmoid | RSBN1L | 0.17 | 0.09 | lasso | 2 | 0.05 | 5.5e-03 | -6.0 | -6.0 | 2.2e-09 | -0.03 | 0.06 | 0.79 | FALSE |
16 | GTEx | Colon Sigmoid | RSBN1L-AS1 | 0.46 | 0.48 | lasso | 6 | 0.50 | 5.0e-20 | -5.5 | -5.8 | 7.7e-09 | -0.01 | 0.10 | 0.90 | FALSE |
17 | GTEx | Colon Transverse | PTPN12 | 0.17 | 0.12 | lasso | 6 | 0.10 | 1.8e-05 | 5.4 | -5.2 | 2.2e-07 | 0.06 | 0.33 | 0.50 | FALSE |
18 | GTEx | Colon Transverse | RSBN1L-AS1 | 0.32 | 0.24 | lasso | 9 | 0.22 | 5.7e-11 | -5.5 | -5.7 | 1.2e-08 | -0.03 | 0.05 | 0.95 | FALSE |
19 | GTEx | Esophagus Gastroesophageal Junction | RSBN1L-AS1 | 0.38 | 0.41 | lasso | 12 | 0.44 | 1.2e-17 | -6.5 | -6.2 | 6.2e-10 | -0.03 | 0.03 | 0.97 | TRUE |
20 | GTEx | Esophagus Mucosa | TMEM60 | 0.06 | 0.04 | lasso | 2 | 0.04 | 1.0e-03 | -6.4 | -6.3 | 2.7e-10 | -0.02 | 0.02 | 0.98 | FALSE |
21 | GTEx | Esophagus Muscularis | RSBN1L | 0.07 | 0.03 | lasso | 3 | 0.01 | 4.3e-02 | -5.1 | -5.1 | 2.9e-07 | -0.01 | 0.19 | 0.58 | FALSE |
22 | GTEx | Esophagus Muscularis | RSBN1L-AS1 | 0.35 | 0.51 | lasso | 5 | 0.52 | 3.8e-36 | -5.5 | -5.7 | 9.3e-09 | 0.00 | 0.31 | 0.69 | FALSE |
23 | GTEx | Heart Left Ventricle | GSAP | 0.21 | 0.02 | lasso | 5 | 0.03 | 9.3e-03 | 3.1 | -5.3 | 1.4e-07 | -0.01 | 0.12 | 0.05 | TRUE |
24 | GTEx | Muscle Skeletal | TMEM60 | 0.11 | 0.12 | lasso | 4 | 0.12 | 4.6e-12 | -6.4 | 6.6 | 3.7e-11 | 0.02 | 0.01 | 0.99 | FALSE |
25 | GTEx | Muscle Skeletal | GSAP | 0.20 | 0.12 | lasso | 2 | 0.12 | 1.8e-11 | 5.8 | -5.8 | 5.5e-09 | -0.04 | 0.65 | 0.35 | FALSE |
26 | GTEx | Nerve Tibial | TMEM60 | 0.14 | 0.14 | lasso | 8 | 0.12 | 1.1e-08 | -6.4 | -6.4 | 1.5e-10 | -0.02 | 0.03 | 0.97 | FALSE |
27 | GTEx | Ovary | TMEM60 | 0.23 | 0.19 | enet | 7 | 0.13 | 5.2e-04 | -5.1 | -5.4 | 6.0e-08 | 0.01 | 0.11 | 0.48 | FALSE |
28 | GTEx | Ovary | RSBN1L-AS1 | 0.21 | 0.22 | enet | 20 | 0.16 | 8.1e-05 | -5.5 | -5.9 | 4.5e-09 | 0.00 | 0.04 | 0.87 | FALSE |
29 | GTEx | Pituitary | TMEM60 | 0.19 | 0.06 | lasso | 6 | 0.04 | 2.8e-02 | 5.4 | -6.2 | 6.9e-10 | -0.02 | 0.05 | 0.87 | FALSE |
30 | GTEx | Skin Not Sun Exposed Suprapubic | TMEM60 | 0.14 | 0.08 | lasso | 4 | 0.03 | 1.4e-02 | -6.4 | -5.8 | 5.9e-09 | -0.01 | 0.02 | 0.97 | FALSE |
31 | GTEx | Skin Sun Exposed Lower leg | TMEM60 | 0.10 | 0.10 | lasso | 3 | 0.09 | 1.4e-07 | -6.4 | -6.4 | 1.2e-10 | -0.01 | 0.01 | 0.99 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | RSBN1L-AS1 | 0.25 | 0.18 | enet | 22 | 0.28 | 4.1e-23 | 6.3 | -5.2 | 1.8e-07 | -0.05 | 0.02 | 0.98 | FALSE |
33 | GTEx | Testis | RSBN1L-AS1 | 0.16 | 0.12 | lasso | 8 | 0.16 | 1.5e-07 | -5.9 | -6.1 | 8.6e-10 | 0.00 | 0.10 | 0.90 | FALSE |
34 | GTEx | Thyroid | TMEM60 | 0.06 | 0.04 | lasso | 8 | 0.04 | 8.2e-04 | -5.1 | -5.4 | 5.2e-08 | -0.01 | 0.07 | 0.92 | FALSE |
35 | GTEx | Thyroid | GSAP | 0.19 | 0.08 | lasso | 3 | 0.07 | 3.3e-06 | 5.8 | -5.8 | 6.3e-09 | -0.02 | 0.60 | 0.34 | FALSE |
36 | GTEx | Thyroid | AC007000.12 | 0.13 | 0.08 | enet | 24 | 0.07 | 2.6e-06 | -4.5 | -5.5 | 4.1e-08 | -0.18 | 0.66 | 0.02 | TRUE |
37 | GTEx | Whole Blood | TMEM60 | 0.05 | 0.04 | enet | 7 | 0.03 | 5.4e-04 | -6.1 | -6.2 | 4.2e-10 | -0.02 | 0.03 | 0.97 | FALSE |
38 | METSIM | Adipose | TMEM60 | 0.10 | 0.07 | enet | 9 | 0.08 | 2.1e-12 | 6.3 | -6.4 | 2.0e-10 | -0.02 | 0.01 | 0.99 | FALSE |
39 | ROSMAP | Brain Pre-frontal Cortex | GSAP | 0.36 | 0.27 | lasso | 7 | 0.28 | 1.5e-35 | 5.8 | -5.7 | 9.3e-09 | -0.02 | 0.64 | 0.36 | TRUE |
40 | ROSMAP | Brain Pre-frontal Cortex | RSBN1L | 0.09 | 0.07 | enet | 42 | 0.08 | 9.9e-11 | -5.5 | -7.4 | 1.8e-13 | -0.03 | 0.06 | 0.94 | TRUE |
41 | YFS | Blood | TMEM60 | 0.14 | 0.16 | lasso | 4 | 0.18 | 1.8e-55 | -6.4 | -5.9 | 4.6e-09 | -0.02 | 0.02 | 0.98 | FALSE |
42 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PHTF2 | 0.02 | 0.01 | lasso | 1 | 0.01 | 3.0e-03 | 5.8 | -5.8 | 5.4e-09 | 0.04 | 0.16 | 0.73 | FALSE |
43 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TMEM60 | 0.02 | 0.02 | lasso | 1 | 0.02 | 2.3e-05 | 6.6 | -6.6 | 5.5e-11 | 0.00 | 0.00 | 1.00 | FALSE |
44 | The Cancer Genome Atlas | Glioblastoma Multiforme | TMEM60 | 0.10 | 0.10 | blup | 29 | 0.09 | 1.4e-03 | 6.0 | -5.4 | 7.4e-08 | -0.05 | 0.01 | 0.72 | FALSE |
45 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PHTF2 | 0.02 | 0.03 | lasso | 1 | 0.02 | 8.0e-04 | 5.9 | -5.9 | 4.3e-09 | 0.04 | 0.09 | 0.74 | FALSE |
46 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TMEM60 | 0.05 | 0.02 | blup | 29 | 0.03 | 7.9e-03 | 6.6 | -5.3 | 1.5e-07 | 0.00 | 0.01 | 0.73 | FALSE |
47 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PION | 0.08 | 0.05 | lasso | 3 | 0.05 | 8.5e-07 | 5.8 | -5.6 | 2.0e-08 | -0.06 | 0.00 | 1.00 | TRUE |
48 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RSBN1L | 0.02 | 0.02 | blup | 58 | 0.02 | 3.4e-03 | -6.4 | 6.7 | 2.0e-11 | 0.01 | 0.02 | 0.86 | TRUE |
49 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TMEM60 | 0.02 | 0.03 | blup | 29 | 0.02 | 6.8e-03 | 6.6 | -6.3 | 2.5e-10 | -0.01 | 0.01 | 0.91 | FALSE |
50 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PION | 0.13 | 0.07 | enet | 9 | 0.08 | 3.4e-09 | 5.8 | -5.5 | 3.1e-08 | -0.03 | 0.00 | 1.00 | FALSE |
51 | The Cancer Genome Atlas | Soft Tissue Sarcoma | PHTF2 | 0.06 | 0.04 | blup | 72 | 0.04 | 2.0e-03 | 6.0 | -6.3 | 3.4e-10 | -0.01 | 0.04 | 0.70 | FALSE |
52 | The Cancer Genome Atlas | Thyroid Carcinoma | PTPN12 | 0.04 | 0.04 | enet | 4 | 0.04 | 1.0e-04 | 5.4 | -5.6 | 2.4e-08 | 0.06 | 0.01 | 0.98 | FALSE |