Best TWAS P=2.39e-19 · Best GWAS P=3.79e-18 conditioned to 0.0228
# | 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 | NCK1 | 0.05 | 0.00 | blup | 357 | 0.01 | 1.2e-02 | -7.3 | 5.2 | 1.9e-07 | -0.75 | 0.28 | 0.61 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | PCCB | 0.09 | 0.19 | lasso | 7 | 0.18 | 1.2e-21 | 7.0 | 6.9 | 4.9e-12 | -0.55 | 0.66 | 0.34 | FALSE |
3 | GTEx | Adipose Subcutaneous | PCCB | 0.07 | 0.05 | enet | 4 | 0.02 | 6.6e-03 | -7.0 | 6.8 | 7.5e-12 | -0.37 | 0.19 | 0.53 | FALSE |
4 | GTEx | Adipose Subcutaneous | RP11-85F14.5 | 0.07 | 0.08 | lasso | 13 | 0.07 | 3.3e-06 | -7.4 | 7.3 | 2.1e-13 | -0.86 | 0.56 | 0.44 | FALSE |
5 | GTEx | Adipose Visceral Omentum | RP11-85F14.5 | 0.09 | 0.07 | lasso | 3 | 0.04 | 2.4e-03 | -7.4 | 7.4 | 1.5e-13 | -0.85 | 0.53 | 0.26 | FALSE |
6 | GTEx | Adrenal Gland | PCCB | 0.17 | 0.09 | lasso | 6 | 0.10 | 2.1e-04 | 6.8 | 7.7 | 1.3e-14 | -0.70 | 0.09 | 0.81 | FALSE |
7 | GTEx | Artery Aorta | PCCB | 0.12 | 0.03 | enet | 11 | 0.09 | 2.0e-05 | -6.0 | 7.3 | 2.5e-13 | -0.49 | 0.36 | 0.48 | FALSE |
8 | GTEx | Artery Coronary | RP11-85F14.5 | 0.15 | 0.01 | lasso | 4 | 0.00 | 2.3e-01 | 6.5 | 7.0 | 1.8e-12 | -0.48 | 0.13 | 0.27 | FALSE |
9 | GTEx | Artery Tibial | PCCB | 0.05 | 0.02 | lasso | 5 | 0.02 | 1.7e-02 | 6.8 | 7.8 | 9.3e-15 | -0.60 | 0.10 | 0.88 | FALSE |
10 | GTEx | Brain Caudate basal ganglia | PCCB | 0.11 | 0.01 | enet | 12 | 0.01 | 2.1e-01 | 7.1 | 6.2 | 5.9e-10 | -0.49 | 0.04 | 0.52 | FALSE |
11 | GTEx | Brain Cerebellar Hemisphere | RP11-731C17.2 | 0.16 | 0.02 | enet | 24 | 0.09 | 3.0e-03 | -6.2 | 8.1 | 7.8e-16 | -0.66 | 0.11 | 0.51 | FALSE |
12 | GTEx | Brain Cerebellum | RP11-85F14.5 | 0.13 | 0.10 | lasso | 7 | 0.07 | 4.1e-03 | -7.3 | 7.7 | 1.0e-14 | -0.84 | 0.16 | 0.73 | FALSE |
13 | GTEx | Brain Cerebellum | RP11-731C17.2 | 0.31 | 0.05 | enet | 39 | 0.12 | 2.3e-04 | -7.3 | 5.5 | 3.8e-08 | -0.62 | 0.13 | 0.67 | FALSE |
14 | GTEx | Brain Cortex | RP11-731C17.2 | 0.11 | 0.08 | lasso | 3 | 0.09 | 1.6e-03 | -7.2 | 7.3 | 3.7e-13 | -0.81 | 0.15 | 0.38 | FALSE |
15 | GTEx | Brain Frontal Cortex BA9 | PCCB | 0.11 | 0.01 | enet | 9 | 0.01 | 1.7e-01 | -7.0 | 8.2 | 2.3e-16 | -0.48 | 0.06 | 0.55 | FALSE |
16 | GTEx | Brain Hippocampus | RP11-731C17.2 | 0.19 | 0.06 | enet | 24 | 0.11 | 1.8e-03 | -8.7 | 9.0 | 2.4e-19 | -0.82 | 0.04 | 0.88 | TRUE |
17 | GTEx | Breast Mammary Tissue | PCCB | 0.08 | 0.05 | lasso | 3 | 0.03 | 1.3e-02 | -7.0 | 7.3 | 2.5e-13 | -0.41 | 0.15 | 0.52 | FALSE |
18 | GTEx | Cells EBV-transformed lymphocytes | PCCB | 0.11 | 0.10 | lasso | 3 | 0.11 | 2.3e-04 | 3.4 | 5.4 | 5.7e-08 | -0.50 | 0.12 | 0.63 | FALSE |
19 | GTEx | Cells EBV-transformed lymphocytes | RP11-85F14.5 | 0.23 | 0.14 | lasso | 19 | 0.12 | 8.4e-05 | -7.4 | 7.4 | 1.2e-13 | -0.86 | 0.24 | 0.71 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | PCCB | 0.10 | 0.09 | lasso | 3 | 0.07 | 5.0e-06 | 7.3 | 7.5 | 7.1e-14 | -0.60 | 0.14 | 0.86 | FALSE |
21 | GTEx | Cells Transformed fibroblasts | RP11-85F14.5 | 0.10 | 0.08 | enet | 38 | 0.09 | 3.9e-07 | -7.4 | 5.3 | 1.4e-07 | -0.62 | 0.85 | 0.14 | FALSE |
22 | GTEx | Colon Transverse | PCCB | 0.07 | 0.06 | lasso | 3 | 0.04 | 7.7e-03 | 7.0 | 7.1 | 1.2e-12 | -0.64 | 0.08 | 0.80 | FALSE |
23 | GTEx | Colon Transverse | RP11-85F14.5 | 0.07 | 0.06 | lasso | 4 | 0.04 | 6.3e-03 | -7.4 | 7.5 | 7.7e-14 | -0.87 | 0.24 | 0.53 | FALSE |
24 | GTEx | Esophagus Mucosa | PCCB | 0.10 | 0.12 | lasso | 3 | 0.11 | 4.8e-08 | 6.9 | 6.3 | 2.9e-10 | -0.50 | 0.36 | 0.64 | FALSE |
25 | GTEx | Esophagus Mucosa | SLC35G2 | 0.13 | 0.10 | lasso | 10 | 0.09 | 1.3e-06 | -7.3 | -7.3 | 2.2e-13 | 0.86 | 0.58 | 0.41 | FALSE |
26 | GTEx | Esophagus Mucosa | RP11-85F14.5 | 0.13 | 0.10 | lasso | 3 | 0.11 | 5.1e-08 | -7.6 | 7.7 | 1.8e-14 | -0.68 | 0.92 | 0.08 | FALSE |
27 | GTEx | Esophagus Muscularis | RP11-85F14.5 | 0.13 | 0.09 | lasso | 4 | 0.06 | 8.9e-05 | -7.4 | 6.8 | 1.0e-11 | -0.84 | 0.40 | 0.58 | FALSE |
28 | GTEx | Heart Left Ventricle | PCCB | 0.08 | 0.05 | enet | 7 | 0.01 | 7.2e-02 | 6.8 | 7.2 | 4.4e-13 | -0.52 | 0.16 | 0.79 | FALSE |
29 | GTEx | Lung | PCCB | 0.07 | 0.04 | lasso | 3 | 0.03 | 4.2e-03 | 7.0 | 6.8 | 1.0e-11 | -0.54 | 0.14 | 0.66 | FALSE |
30 | GTEx | Lung | RP11-85F14.5 | 0.07 | 0.05 | lasso | 19 | 0.05 | 8.8e-05 | -7.6 | 8.3 | 1.3e-16 | -0.77 | 0.42 | 0.56 | FALSE |
31 | GTEx | Muscle Skeletal | PCCB | 0.09 | 0.09 | enet | 13 | 0.11 | 1.2e-10 | 6.9 | 7.6 | 4.2e-14 | -0.52 | 0.28 | 0.72 | FALSE |
32 | GTEx | Muscle Skeletal | RP11-731C17.2 | 0.15 | 0.12 | lasso | 16 | 0.12 | 3.8e-12 | -7.3 | 5.7 | 1.4e-08 | -0.73 | 0.99 | 0.01 | FALSE |
33 | GTEx | Nerve Tibial | PCCB | 0.07 | 0.01 | enet | 14 | 0.01 | 6.2e-02 | 6.8 | 7.3 | 2.8e-13 | -0.54 | 0.04 | 0.88 | FALSE |
34 | GTEx | Pancreas | RP11-731C17.2 | 0.09 | 0.03 | lasso | 2 | 0.02 | 6.0e-02 | -7.2 | -8.1 | 5.2e-16 | 0.86 | 0.10 | 0.68 | FALSE |
35 | GTEx | Skin Not Sun Exposed Suprapubic | IL20RB | 0.22 | 0.16 | lasso | 9 | 0.19 | 1.2e-10 | -5.3 | -5.2 | 1.6e-07 | 0.37 | 1.00 | 0.00 | FALSE |
36 | GTEx | Skin Sun Exposed Lower leg | RP11-85F14.5 | 0.04 | 0.01 | enet | 9 | 0.03 | 2.8e-03 | -7.4 | 6.5 | 8.2e-11 | -0.76 | 0.20 | 0.56 | FALSE |
37 | GTEx | Stomach | RP11-85F14.5 | 0.17 | 0.11 | lasso | 5 | 0.08 | 9.4e-05 | -7.3 | 7.6 | 3.1e-14 | -0.83 | 0.39 | 0.57 | FALSE |
38 | GTEx | Testis | PCCB | 0.26 | 0.22 | lasso | 10 | 0.22 | 4.7e-10 | 6.9 | 7.7 | 1.3e-14 | -0.55 | 0.09 | 0.91 | FALSE |
39 | GTEx | Testis | SLC35G2 | 0.17 | 0.19 | lasso | 10 | 0.18 | 1.5e-08 | -7.4 | -7.9 | 2.3e-15 | 0.84 | 0.18 | 0.82 | FALSE |
40 | GTEx | Thyroid | PCCB | 0.10 | 0.09 | lasso | 6 | 0.09 | 1.3e-07 | 7.5 | 8.4 | 2.9e-17 | -0.58 | 0.03 | 0.97 | FALSE |
41 | GTEx | Thyroid | RP11-85F14.5 | 0.07 | 0.00 | lasso | 7 | 0.01 | 4.7e-02 | -7.6 | 5.6 | 1.9e-08 | -0.39 | 0.12 | 0.18 | FALSE |
42 | GTEx | Thyroid | RP11-731C17.2 | 0.06 | 0.03 | enet | 6 | 0.02 | 1.5e-02 | 7.9 | -7.1 | 9.4e-13 | 0.85 | 0.08 | 0.83 | FALSE |
43 | METSIM | Adipose | PCCB | 0.07 | 0.06 | lasso | 12 | 0.06 | 4.1e-09 | 6.9 | 7.9 | 3.2e-15 | -0.59 | 0.35 | 0.65 | FALSE |
44 | ROSMAP | Brain Pre-frontal Cortex | PCCB | 0.10 | 0.07 | lasso | 4 | 0.10 | 4.2e-13 | 6.8 | 7.9 | 2.8e-15 | -0.53 | 0.41 | 0.59 | FALSE |
45 | YFS | Blood | NCK1 | 0.01 | 0.02 | enet | 4 | 0.02 | 2.2e-06 | -7.6 | 7.7 | 2.1e-14 | -0.68 | 0.72 | 0.26 | FALSE |
46 | YFS | Blood | PCCB | 0.13 | 0.20 | lasso | 9 | 0.20 | 1.3e-64 | 6.8 | 7.1 | 1.7e-12 | -0.55 | 0.73 | 0.27 | FALSE |
47 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PCCB | 0.05 | 0.03 | blup | 53 | 0.03 | 1.2e-03 | 6.9 | 8.0 | 1.7e-15 | -0.57 | 0.01 | 0.95 | FALSE |
48 | The Cancer Genome Atlas | Breast Invasive Carcinoma | IL20RB | 0.03 | 0.01 | blup | 67 | 0.02 | 6.3e-05 | -7.4 | 5.6 | 2.4e-08 | -0.79 | 0.11 | 0.84 | FALSE |
49 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MSL2 | 0.05 | 0.01 | enet | 6 | 0.01 | 1.5e-03 | 2.6 | 6.5 | 9.8e-11 | -0.52 | 0.01 | 0.91 | FALSE |
50 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NCK1 | 0.01 | 0.00 | blup | 66 | 0.01 | 1.6e-02 | -7.7 | 8.3 | 1.2e-16 | -0.88 | 0.04 | 0.46 | FALSE |
51 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PCCB | 0.05 | 0.02 | enet | 12 | 0.04 | 4.0e-09 | 6.5 | 6.9 | 6.0e-12 | -0.52 | 0.13 | 0.87 | FALSE |
52 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TMEM22 | 0.03 | 0.01 | enet | 9 | 0.01 | 4.0e-03 | -7.6 | 8.4 | 5.7e-17 | -0.72 | 0.07 | 0.51 | FALSE |
53 | The Cancer Genome Atlas | Colon Adenocarcinoma | PCCB | 0.11 | 0.03 | blup | 54 | 0.04 | 2.3e-03 | 6.8 | 6.6 | 3.2e-11 | -0.50 | 0.01 | 0.65 | FALSE |
54 | The Cancer Genome Atlas | Esophageal Carcinoma | PCCB | 0.15 | 0.03 | blup | 54 | 0.05 | 9.6e-03 | 6.8 | 6.0 | 2.4e-09 | -0.43 | 0.02 | 0.38 | FALSE |
55 | The Cancer Genome Atlas | Glioblastoma Multiforme | PCCB | 0.10 | 0.03 | blup | 53 | 0.02 | 5.8e-02 | 6.8 | 6.9 | 6.0e-12 | -0.46 | 0.02 | 0.51 | FALSE |
56 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MSL2 | 0.07 | 0.02 | enet | 6 | 0.03 | 1.7e-04 | 7.5 | 7.0 | 3.2e-12 | -0.52 | 0.00 | 0.97 | FALSE |
57 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PCCB | 0.12 | 0.05 | enet | 7 | 0.09 | 9.7e-11 | 7.6 | 6.4 | 1.4e-10 | -0.39 | 0.00 | 1.00 | FALSE |
58 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | NCK1 | 0.04 | 0.02 | blup | 66 | 0.01 | 1.0e-02 | -7.4 | -7.6 | 2.8e-14 | 0.92 | 0.01 | 0.98 | FALSE |
59 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PCCB | 0.05 | 0.05 | blup | 54 | 0.05 | 3.5e-06 | 6.9 | 7.5 | 7.5e-14 | -0.51 | 0.08 | 0.92 | FALSE |
60 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PPP2R3A | 0.05 | 0.02 | enet | 8 | 0.02 | 1.1e-03 | 7.6 | 5.7 | 1.3e-08 | -0.48 | 0.00 | 0.96 | FALSE |
61 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PCCB | 0.07 | 0.06 | blup | 53 | 0.06 | 2.1e-04 | 7.1 | 8.1 | 5.6e-16 | -0.59 | 0.02 | 0.94 | FALSE |
62 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PCCB | 0.06 | 0.05 | lasso | 2 | 0.03 | 1.2e-04 | 6.8 | 7.3 | 1.9e-13 | -0.53 | 0.07 | 0.90 | FALSE |
63 | The Cancer Genome Atlas | Lung Adenocarcinoma | PCCB | 0.11 | 0.10 | lasso | 3 | 0.10 | 1.3e-11 | 6.8 | 6.9 | 6.8e-12 | -0.53 | 0.17 | 0.83 | FALSE |
64 | The Cancer Genome Atlas | Lung Adenocarcinoma | STAG1 | 0.02 | 0.02 | enet | 6 | 0.02 | 3.5e-03 | 6.5 | 6.9 | 6.0e-12 | -0.53 | 0.10 | 0.46 | FALSE |
65 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | MSL2 | 0.04 | 0.02 | blup | 35 | 0.01 | 1.9e-02 | 7.6 | 7.5 | 7.6e-14 | -0.47 | 0.00 | 0.94 | FALSE |
66 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PCCB | 0.13 | 0.10 | lasso | 4 | 0.10 | 2.4e-11 | 6.8 | 6.7 | 1.7e-11 | -0.54 | 0.27 | 0.73 | FALSE |
67 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | STAG1 | 0.05 | 0.00 | blup | 151 | 0.01 | 2.9e-02 | 7.0 | 6.6 | 4.5e-11 | -0.50 | 0.13 | 0.84 | FALSE |
68 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | MSL2 | 0.09 | 0.01 | blup | 35 | 0.02 | 8.1e-03 | -7.0 | 7.2 | 7.1e-13 | -0.46 | 0.01 | 0.88 | FALSE |
69 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | PCCB | 0.12 | 0.07 | enet | 3 | 0.06 | 1.0e-04 | 7.6 | 8.1 | 6.6e-16 | -0.58 | 0.00 | 0.99 | FALSE |
70 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | PCCB | 0.12 | 0.02 | lasso | 5 | 0.02 | 6.7e-02 | 6.5 | 6.0 | 1.6e-09 | -0.53 | 0.02 | 0.43 | FALSE |
71 | The Cancer Genome Atlas | Soft Tissue Sarcoma | PCCB | 0.14 | 0.10 | enet | 6 | 0.10 | 1.0e-06 | 6.8 | 6.6 | 3.6e-11 | -0.52 | 0.12 | 0.87 | FALSE |
72 | The Cancer Genome Atlas | Soft Tissue Sarcoma | STAG1 | 0.06 | 0.06 | lasso | 1 | 0.04 | 2.0e-03 | 7.0 | 7.0 | 2.2e-12 | -0.54 | 0.07 | 0.39 | FALSE |
73 | The Cancer Genome Atlas | Stomach Adenocarcinoma | PCCB | 0.07 | 0.04 | lasso | 1 | 0.02 | 1.1e-02 | 6.9 | 6.9 | 5.5e-12 | -0.52 | 0.05 | 0.75 | FALSE |
74 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | PCCB | 0.13 | 0.02 | blup | 53 | 0.02 | 4.4e-02 | 2.7 | 7.2 | 4.1e-13 | -0.60 | 0.02 | 0.44 | FALSE |
75 | The Cancer Genome Atlas | Thyroid Carcinoma | PCCB | 0.06 | 0.03 | enet | 8 | 0.03 | 2.3e-04 | 6.5 | 7.1 | 1.0e-12 | -0.54 | 0.03 | 0.95 | FALSE |