Best TWAS P=1.96e-14 · Best GWAS P=2.22e-12 conditioned to 0.0453
# | 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 | CENPE | 0.10 | 0.10 | lasso | 14 | 0.11 | 5.8e-13 | 5.39 | 5.6 | 2.8e-08 | 0.47 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | CISD2 | 0.02 | 0.00 | blup | 322 | 0.00 | 2.7e-01 | -5.93 | 5.5 | 2.9e-08 | 0.80 | 0.06 | 0.74 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | MANBA | 0.08 | 0.04 | bslmm | 390 | 0.03 | 9.6e-05 | -5.81 | 5.5 | 4.5e-08 | 0.62 | 0.62 | 0.34 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | SLC9B1 | 0.13 | 0.23 | enet | 24 | 0.24 | 4.4e-29 | 7.02 | -7.0 | 2.6e-12 | -0.93 | 0.03 | 0.97 | FALSE |
5 | GTEx | Adipose Subcutaneous | CISD2 | 0.06 | 0.09 | enet | 12 | 0.06 | 7.3e-06 | 6.92 | -6.9 | 5.2e-12 | -0.97 | 0.05 | 0.95 | FALSE |
6 | GTEx | Adipose Visceral Omentum | UBE2D3 | 0.07 | 0.00 | enet | 23 | 0.02 | 3.2e-02 | 6.82 | -6.5 | 8.1e-11 | -0.68 | 0.06 | 0.71 | FALSE |
7 | GTEx | Adrenal Gland | CISD2 | 0.08 | 0.03 | lasso | 2 | 0.03 | 4.1e-02 | 6.89 | -7.1 | 9.5e-13 | -0.94 | 0.05 | 0.87 | FALSE |
8 | GTEx | Artery Aorta | UBE2D3 | 0.07 | 0.06 | lasso | 5 | 0.04 | 3.5e-03 | 6.82 | -6.8 | 8.8e-12 | -0.97 | 0.06 | 0.91 | FALSE |
9 | GTEx | Artery Aorta | CISD2 | 0.10 | 0.08 | lasso | 4 | 0.06 | 1.8e-04 | 6.94 | -6.9 | 4.4e-12 | -0.99 | 0.05 | 0.95 | FALSE |
10 | GTEx | Artery Coronary | CISD2 | 0.14 | 0.15 | lasso | 8 | 0.12 | 7.4e-05 | -6.21 | -7.0 | 2.4e-12 | -0.94 | 0.05 | 0.91 | FALSE |
11 | GTEx | Artery Tibial | CISD2 | 0.11 | 0.12 | lasso | 4 | 0.10 | 3.1e-08 | 6.91 | -6.8 | 9.2e-12 | -0.98 | 0.05 | 0.95 | FALSE |
12 | GTEx | Brain Cerebellum | MANBA | 0.18 | 0.03 | enet | 27 | 0.05 | 1.2e-02 | 5.64 | -5.9 | 4.7e-09 | -0.59 | 0.08 | 0.31 | FALSE |
13 | GTEx | Brain Cerebellum | CISD2 | 0.13 | 0.18 | lasso | 3 | 0.17 | 1.1e-05 | 6.82 | -6.9 | 5.7e-12 | -0.98 | 0.05 | 0.94 | FALSE |
14 | GTEx | Breast Mammary Tissue | CISD2 | 0.21 | 0.08 | enet | 13 | 0.08 | 6.0e-05 | 6.81 | -6.6 | 4.0e-11 | -0.89 | 0.06 | 0.94 | FALSE |
15 | GTEx | Breast Mammary Tissue (Male) | CISD2 | 0.15 | 0.02 | lasso | 3 | -0.01 | 6.5e-01 | 7.00 | -7.0 | 3.5e-12 | -0.97 | 0.04 | 0.40 | FALSE |
16 | GTEx | Breast Mammary Tissue (Female) | CISD2 | 0.12 | 0.04 | enet | 12 | 0.07 | 5.0e-03 | 6.62 | -6.5 | 7.0e-11 | -0.83 | 0.06 | 0.77 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | MANBA | 0.26 | 0.22 | lasso | 9 | 0.27 | 1.9e-20 | 5.38 | 6.5 | 6.9e-11 | 0.74 | 0.98 | 0.02 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | UBE2D3 | 0.11 | 0.09 | enet | 13 | 0.08 | 2.3e-06 | 6.81 | -6.9 | 6.1e-12 | -0.99 | 0.05 | 0.95 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | CISD2 | 0.16 | 0.17 | enet | 12 | 0.13 | 9.7e-10 | 6.62 | -6.4 | 1.3e-10 | -0.96 | 0.06 | 0.94 | FALSE |
20 | GTEx | Colon Sigmoid | CISD2 | 0.20 | 0.24 | enet | 15 | 0.13 | 2.1e-05 | 6.91 | -7.4 | 1.7e-13 | -0.95 | 0.05 | 0.95 | FALSE |
21 | GTEx | Colon Transverse | CISD2 | 0.12 | 0.09 | enet | 19 | 0.06 | 1.0e-03 | 6.62 | -5.6 | 2.8e-08 | -0.84 | 0.06 | 0.91 | FALSE |
22 | GTEx | Esophagus Gastroesophageal Junction | CISD2 | 0.10 | 0.05 | enet | 6 | 0.04 | 1.6e-02 | -6.21 | -6.5 | 1.0e-10 | -0.98 | 0.05 | 0.83 | FALSE |
23 | GTEx | Esophagus Mucosa | CISD2 | 0.12 | 0.06 | enet | 13 | 0.05 | 2.1e-04 | 6.96 | -6.6 | 5.6e-11 | -0.98 | 0.05 | 0.95 | FALSE |
24 | GTEx | Esophagus Muscularis | CISD2 | 0.19 | 0.22 | enet | 25 | 0.21 | 6.2e-13 | 6.62 | -6.8 | 8.3e-12 | -0.94 | 0.06 | 0.94 | FALSE |
25 | GTEx | Lung | CISD2 | 0.06 | 0.05 | enet | 10 | 0.04 | 5.4e-04 | 6.62 | -6.8 | 1.4e-11 | -0.89 | 0.05 | 0.95 | FALSE |
26 | GTEx | Muscle Skeletal | UBE2D3 | 0.03 | 0.00 | enet | 21 | 0.00 | 3.8e-01 | 6.62 | -5.5 | 3.4e-08 | -0.68 | 0.06 | 0.67 | FALSE |
27 | GTEx | Muscle Skeletal | CISD2 | 0.03 | 0.02 | enet | 15 | 0.03 | 7.9e-04 | -5.81 | -6.4 | 1.6e-10 | -0.79 | 0.13 | 0.84 | FALSE |
28 | GTEx | Nerve Tibial | UBE2D3 | 0.14 | 0.07 | lasso | 5 | 0.04 | 4.9e-04 | 5.62 | -5.4 | 7.8e-08 | -0.71 | 0.14 | 0.45 | FALSE |
29 | GTEx | Nerve Tibial | CISD2 | 0.19 | 0.14 | enet | 43 | 0.14 | 7.5e-10 | 6.81 | -5.4 | 7.8e-08 | -0.78 | 0.05 | 0.95 | FALSE |
30 | GTEx | Ovary | CISD2 | 0.12 | 0.12 | lasso | 4 | 0.07 | 6.9e-03 | 6.62 | -6.6 | 5.2e-11 | -0.96 | 0.05 | 0.77 | FALSE |
31 | GTEx | Pancreas | MANBA | 0.14 | 0.14 | enet | 5 | 0.06 | 1.8e-03 | 5.48 | -5.5 | 5.0e-08 | -0.52 | 0.60 | 0.03 | FALSE |
32 | GTEx | Pancreas | UBE2D3 | 0.13 | 0.09 | enet | 12 | 0.12 | 6.7e-06 | 5.45 | -6.6 | 5.8e-11 | -0.88 | 0.05 | 0.95 | FALSE |
33 | GTEx | Skin Not Sun Exposed Suprapubic | UBE2D3 | 0.11 | 0.00 | enet | 17 | 0.00 | 2.5e-01 | 0.43 | -6.2 | 5.7e-10 | -0.67 | 0.06 | 0.78 | FALSE |
34 | GTEx | Skin Not Sun Exposed Suprapubic | CISD2 | 0.13 | 0.14 | enet | 18 | 0.10 | 6.0e-06 | 6.90 | -6.6 | 4.8e-11 | -0.96 | 0.04 | 0.96 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | CISD2 | 0.12 | 0.20 | lasso | 14 | 0.20 | 1.1e-16 | 6.97 | -6.9 | 6.6e-12 | -0.99 | 0.04 | 0.96 | FALSE |
36 | GTEx | Small Intestine Terminal Ileum | CISD2 | 0.29 | 0.19 | enet | 34 | 0.15 | 3.2e-04 | 6.89 | -6.6 | 3.0e-11 | -0.92 | 0.06 | 0.83 | FALSE |
37 | GTEx | Spleen | MANBA | 0.29 | 0.23 | enet | 11 | 0.30 | 2.3e-08 | 5.57 | -5.7 | 1.3e-08 | -0.59 | 0.72 | 0.17 | FALSE |
38 | GTEx | Testis | CISD2 | 0.10 | 0.04 | lasso | 5 | 0.03 | 1.3e-02 | 6.96 | -6.2 | 7.1e-10 | -0.93 | 0.04 | 0.89 | FALSE |
39 | GTEx | Testis | RP11-10L12.4 | 0.13 | 0.05 | enet | 15 | 0.14 | 1.3e-06 | 1.38 | -5.4 | 6.3e-08 | -0.77 | 0.08 | 0.76 | FALSE |
40 | GTEx | Thyroid | CISD2 | 0.12 | 0.07 | lasso | 3 | 0.05 | 8.8e-05 | 6.62 | -6.6 | 4.7e-11 | -0.97 | 0.05 | 0.95 | FALSE |
41 | GTEx | Uterus | CISD2 | 0.34 | 0.22 | enet | 25 | 0.19 | 8.9e-05 | 6.62 | -6.7 | 1.8e-11 | -0.92 | 0.05 | 0.90 | FALSE |
42 | METSIM | Adipose | SLC9B1 | 0.02 | 0.03 | lasso | 8 | 0.02 | 1.2e-04 | 5.37 | 5.4 | 7.8e-08 | 0.52 | 0.55 | 0.21 | FALSE |
43 | METSIM | Adipose | UBE2D3 | 0.04 | 0.02 | bslmm | 332 | 0.03 | 2.0e-05 | 6.91 | -5.6 | 1.8e-08 | -0.81 | 0.06 | 0.91 | FALSE |
44 | NTR | Blood | MANBA | 0.01 | 0.00 | bslmm | 390 | 0.01 | 3.1e-03 | 5.38 | 6.3 | 3.4e-10 | 0.64 | 0.09 | 0.12 | FALSE |
45 | ROSMAP | Brain Pre-frontal Cortex | MANBA | 0.20 | 0.30 | enet | 26 | 0.31 | 2.3e-40 | 6.08 | -6.3 | 2.9e-10 | -0.70 | 0.89 | 0.11 | FALSE |
46 | ROSMAP | Brain Pre-frontal Cortex | UBE2D3 | 0.05 | 0.06 | blup | 337 | 0.07 | 5.0e-09 | 6.62 | -7.2 | 4.9e-13 | -0.95 | 0.04 | 0.96 | FALSE |
47 | ROSMAP | Brain Pre-frontal Cortex | CENPE | 0.06 | 0.07 | lasso | 15 | 0.06 | 9.4e-09 | 5.39 | 6.1 | 1.1e-09 | 0.54 | 1.00 | 0.00 | FALSE |
48 | ROSMAP | Brain Pre-frontal Cortex | CISD2 | 0.15 | 0.34 | lasso | 9 | 0.34 | 1.2e-44 | 6.89 | -6.9 | 3.8e-12 | -0.98 | 0.06 | 0.94 | FALSE |
49 | ROSMAP | Brain Pre-frontal Cortex | RP11-10L12.4 | 0.08 | 0.10 | lasso | 7 | 0.09 | 5.1e-12 | 6.97 | -6.7 | 1.6e-11 | -0.98 | 0.04 | 0.96 | FALSE |
50 | YFS | Blood | MANBA | 0.09 | 0.10 | lasso | 3 | 0.10 | 5.2e-30 | 5.40 | 5.4 | 6.7e-08 | 0.52 | 1.00 | 0.00 | FALSE |
51 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | MANBA | 0.10 | 0.13 | lasso | 4 | 0.11 | 1.8e-09 | 5.62 | 5.7 | 1.0e-08 | 0.73 | 0.73 | 0.27 | FALSE |
52 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MANBA | 0.11 | 0.16 | lasso | 4 | 0.16 | 3.4e-32 | 5.62 | 6.0 | 2.1e-09 | 0.72 | 0.95 | 0.05 | FALSE |
53 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NHEDC1 | 0.01 | 0.01 | blup | 58 | 0.01 | 1.1e-03 | -6.21 | 5.5 | 4.0e-08 | 0.91 | 0.03 | 0.74 | FALSE |
54 | The Cancer Genome Atlas | Colon Adenocarcinoma | MANBA | 0.33 | 0.11 | enet | 13 | 0.21 | 2.0e-12 | 4.99 | 6.1 | 1.4e-09 | 0.78 | 0.02 | 0.98 | FALSE |
55 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CENPE | 0.04 | 0.01 | enet | 10 | 0.02 | 2.6e-03 | 6.05 | -7.7 | 2.0e-14 | -0.74 | 0.01 | 0.93 | TRUE |
56 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MANBA | 0.15 | 0.09 | lasso | 6 | 0.09 | 1.0e-10 | 5.49 | 5.8 | 5.8e-09 | 0.66 | 0.97 | 0.03 | FALSE |
57 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MANBA | 0.03 | 0.03 | blup | 71 | 0.04 | 2.0e-05 | 5.57 | 6.8 | 1.4e-11 | 0.84 | 0.04 | 0.95 | FALSE |
58 | The Cancer Genome Atlas | Brain Lower Grade Glioma | UBE2D3 | 0.02 | 0.02 | enet | 6 | 0.02 | 3.7e-03 | 6.86 | -6.3 | 2.2e-10 | -0.95 | 0.02 | 0.81 | FALSE |
59 | The Cancer Genome Atlas | Lung Adenocarcinoma | CISD2 | 0.02 | 0.02 | enet | 7 | 0.02 | 1.3e-03 | -6.08 | 6.7 | 2.5e-11 | 0.87 | 0.01 | 0.86 | FALSE |
60 | The Cancer Genome Atlas | Lung Adenocarcinoma | MANBA | 0.13 | 0.10 | blup | 69 | 0.10 | 4.5e-12 | 5.62 | 6.6 | 4.7e-11 | 0.79 | 0.38 | 0.62 | FALSE |
61 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | CISD2 | 0.05 | 0.01 | blup | 18 | 0.06 | 1.9e-03 | 6.89 | -7.2 | 7.4e-13 | -0.98 | 0.01 | 0.69 | FALSE |
62 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MANBA | 0.11 | 0.04 | lasso | 7 | 0.04 | 3.5e-05 | 5.62 | 5.7 | 1.2e-08 | 0.69 | 0.22 | 0.76 | FALSE |
63 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NHEDC2 | 0.03 | 0.03 | lasso | 2 | 0.01 | 1.8e-02 | 6.31 | 5.8 | 6.3e-09 | 0.49 | 0.04 | 0.17 | FALSE |
64 | The Cancer Genome Atlas | Prostate Adenocarcinoma | UBE2D3 | 0.03 | 0.04 | enet | 11 | 0.03 | 1.4e-04 | 6.86 | -6.9 | 3.7e-12 | -0.97 | 0.02 | 0.97 | FALSE |
65 | The Cancer Genome Atlas | Thyroid Carcinoma | CISD2 | 0.05 | 0.08 | enet | 5 | 0.06 | 1.9e-06 | 6.80 | -6.9 | 6.3e-12 | -0.97 | 0.01 | 0.99 | FALSE |
66 | The Cancer Genome Atlas | Thyroid Carcinoma | MANBA | 0.12 | 0.06 | enet | 5 | 0.06 | 1.9e-06 | 5.64 | 6.0 | 1.8e-09 | 0.67 | 0.27 | 0.72 | FALSE |