Best TWAS P=1.36e-12 · Best GWAS P=1.54e-10 conditioned to 0.123
# | 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 | RNF123 | 0.14 | 0.10 | blup | 324 | 0.12 | 4.7e-14 | 5.2 | 5.9 | 4.7e-09 | -0.47 | 0.03 | 0.97 | FALSE |
2 | GTEx | Adipose Subcutaneous | TCTA | 0.05 | 0.01 | enet | 10 | 0.01 | 5.8e-02 | 3.9 | -5.2 | 2.3e-07 | 0.35 | 0.20 | 0.07 | FALSE |
3 | GTEx | Adipose Subcutaneous | NICN1 | 0.20 | 0.12 | lasso | 17 | 0.13 | 6.7e-11 | 3.5 | -5.2 | 2.4e-07 | 0.39 | 0.99 | 0.00 | FALSE |
4 | GTEx | Adipose Subcutaneous | RNF123 | 0.19 | 0.18 | enet | 29 | 0.18 | 2.1e-14 | 5.6 | 5.8 | 6.0e-09 | -0.32 | 0.03 | 0.97 | FALSE |
5 | GTEx | Adipose Visceral Omentum | RBM6 | 0.20 | 0.28 | enet | 30 | 0.30 | 6.4e-16 | -4.9 | -5.4 | 8.3e-08 | 0.26 | 0.39 | 0.61 | FALSE |
6 | GTEx | Adipose Visceral Omentum | RNF123 | 0.08 | 0.11 | lasso | 4 | 0.07 | 2.2e-04 | 5.5 | 5.6 | 1.9e-08 | -0.30 | 0.03 | 0.96 | FALSE |
7 | GTEx | Artery Coronary | RBM6 | 0.14 | 0.14 | enet | 23 | 0.15 | 1.0e-05 | 5.2 | -5.7 | 1.2e-08 | 0.28 | 0.04 | 0.96 | FALSE |
8 | GTEx | Artery Tibial | RNF123 | 0.08 | 0.08 | enet | 12 | 0.09 | 2.5e-07 | 5.6 | 5.3 | 1.0e-07 | -0.31 | 0.03 | 0.97 | FALSE |
9 | GTEx | Artery Tibial | UBA7 | 0.04 | 0.03 | lasso | 4 | 0.02 | 7.8e-03 | -5.1 | -5.5 | 4.1e-08 | 0.17 | 0.05 | 0.77 | FALSE |
10 | GTEx | Brain Caudate basal ganglia | RBM6 | 0.20 | 0.14 | enet | 16 | 0.11 | 5.5e-04 | -4.2 | -5.5 | 3.2e-08 | 0.27 | 0.20 | 0.74 | TRUE |
11 | GTEx | Brain Caudate basal ganglia | RNF123 | 0.13 | 0.04 | enet | 20 | 0.02 | 1.2e-01 | 5.5 | 5.8 | 6.1e-09 | -0.30 | 0.04 | 0.87 | FALSE |
12 | GTEx | Brain Cerebellar Hemisphere | RNF123 | 0.20 | 0.24 | enet | 29 | 0.20 | 7.7e-06 | 5.5 | 5.4 | 8.4e-08 | -0.32 | 0.03 | 0.95 | FALSE |
13 | GTEx | Brain Cerebellum | RBM6 | 0.25 | 0.41 | enet | 32 | 0.33 | 2.1e-10 | -4.9 | -5.1 | 3.0e-07 | 0.20 | 0.39 | 0.61 | FALSE |
14 | GTEx | Brain Cerebellum | RNF123 | 0.36 | 0.31 | enet | 43 | 0.36 | 2.4e-11 | 5.5 | 6.1 | 1.1e-09 | -0.36 | 0.03 | 0.97 | FALSE |
15 | GTEx | Brain Cerebellum | MST1R | 0.19 | 0.24 | enet | 22 | 0.20 | 1.8e-06 | -5.0 | 5.7 | 1.2e-08 | -0.28 | 0.21 | 0.78 | FALSE |
16 | GTEx | Brain Cerebellum | FAM212A | 0.27 | 0.35 | lasso | 5 | 0.34 | 9.7e-11 | 5.5 | 5.6 | 2.6e-08 | -0.31 | 0.03 | 0.97 | FALSE |
17 | GTEx | Brain Cerebellum | GPX1 | 0.31 | 0.09 | enet | 19 | 0.23 | 2.0e-07 | -5.2 | 6.0 | 2.2e-09 | -0.49 | 0.28 | 0.68 | FALSE |
18 | GTEx | Brain Cortex | RBM6 | 0.21 | 0.25 | lasso | 4 | 0.29 | 8.8e-09 | -5.1 | -5.2 | 1.6e-07 | 0.29 | 0.38 | 0.60 | FALSE |
19 | GTEx | Brain Cortex | RNF123 | 0.23 | 0.05 | enet | 33 | 0.04 | 2.4e-02 | 5.5 | 5.2 | 2.5e-07 | -0.34 | 0.04 | 0.87 | FALSE |
20 | GTEx | Brain Frontal Cortex BA9 | GPX1 | 0.16 | 0.06 | lasso | 6 | 0.15 | 7.9e-05 | 4.2 | 7.1 | 1.4e-12 | -0.72 | 0.04 | 0.86 | TRUE |
21 | GTEx | Brain Nucleus accumbens basal ganglia | RBM6 | 0.20 | 0.19 | enet | 29 | 0.22 | 2.0e-06 | -4.9 | -5.5 | 3.4e-08 | 0.34 | 0.06 | 0.94 | FALSE |
22 | GTEx | Cells EBV-transformed lymphocytes | USP4 | 0.08 | 0.05 | lasso | 2 | 0.09 | 8.7e-04 | 4.0 | 5.2 | 2.2e-07 | -0.33 | 0.26 | 0.11 | FALSE |
23 | GTEx | Cells Transformed fibroblasts | UBA7 | 0.07 | 0.06 | enet | 5 | 0.04 | 7.5e-04 | 5.5 | -5.4 | 5.4e-08 | 0.31 | 0.03 | 0.96 | FALSE |
24 | GTEx | Colon Sigmoid | RNF123 | 0.22 | 0.10 | enet | 23 | 0.20 | 1.1e-07 | 4.1 | 5.4 | 6.4e-08 | -0.21 | 0.06 | 0.93 | FALSE |
25 | GTEx | Colon Transverse | UBA7 | 0.28 | 0.30 | lasso | 2 | 0.30 | 1.1e-14 | 5.6 | -5.6 | 2.2e-08 | 0.30 | 0.03 | 0.97 | FALSE |
26 | GTEx | Esophagus Gastroesophageal Junction | RBM6 | 0.25 | 0.29 | lasso | 23 | 0.30 | 2.2e-11 | -4.8 | -5.4 | 6.0e-08 | 0.25 | 0.13 | 0.87 | FALSE |
27 | GTEx | Esophagus Mucosa | RBM6 | 0.18 | 0.21 | enet | 18 | 0.23 | 3.0e-15 | 5.0 | -5.3 | 1.4e-07 | 0.21 | 0.36 | 0.64 | FALSE |
28 | GTEx | Esophagus Mucosa | UBA7 | 0.04 | 0.07 | enet | 8 | 0.05 | 4.5e-04 | 5.6 | -5.6 | 1.8e-08 | 0.30 | 0.03 | 0.96 | FALSE |
29 | GTEx | Esophagus Mucosa | FAM212A | 0.19 | 0.26 | enet | 24 | 0.27 | 4.4e-18 | 5.6 | 5.5 | 3.4e-08 | -0.30 | 0.03 | 0.97 | FALSE |
30 | GTEx | Esophagus Muscularis | RNF123 | 0.15 | 0.14 | enet | 17 | 0.14 | 1.2e-08 | 5.5 | 5.5 | 3.2e-08 | -0.30 | 0.03 | 0.97 | FALSE |
31 | GTEx | Esophagus Muscularis | MST1R | 0.05 | 0.00 | lasso | 5 | 0.05 | 3.6e-04 | -4.9 | 5.3 | 1.1e-07 | -0.27 | 0.09 | 0.74 | FALSE |
32 | GTEx | Esophagus Muscularis | GPX1 | 0.13 | 0.05 | lasso | 14 | 0.06 | 1.1e-04 | -5.3 | 6.2 | 4.2e-10 | -0.51 | 0.56 | 0.38 | FALSE |
33 | GTEx | Heart Atrial Appendage | RNF123 | 0.06 | 0.04 | lasso | 2 | 0.02 | 4.0e-02 | 5.5 | 5.9 | 3.5e-09 | -0.40 | 0.05 | 0.86 | FALSE |
34 | GTEx | Lung | RNF123 | 0.13 | 0.05 | enet | 18 | 0.07 | 5.8e-06 | 5.5 | 5.4 | 5.1e-08 | -0.32 | 0.03 | 0.96 | FALSE |
35 | GTEx | Lung | GPX1 | 0.04 | 0.02 | enet | 13 | 0.04 | 5.7e-04 | -5.2 | 6.7 | 2.1e-11 | -0.50 | 0.17 | 0.31 | FALSE |
36 | GTEx | Muscle Skeletal | FAM212A | 0.05 | 0.08 | lasso | 3 | 0.07 | 4.9e-07 | -4.6 | 5.2 | 1.6e-07 | -0.39 | 0.12 | 0.87 | FALSE |
37 | GTEx | Nerve Tibial | HYAL1 | 0.08 | 0.06 | enet | 14 | 0.05 | 3.6e-04 | 3.6 | 5.2 | 1.7e-07 | -0.14 | 0.26 | 0.28 | FALSE |
38 | GTEx | Nerve Tibial | RNF123 | 0.24 | 0.16 | lasso | 5 | 0.15 | 1.0e-10 | 5.2 | 5.5 | 3.4e-08 | -0.31 | 0.03 | 0.97 | FALSE |
39 | GTEx | Pituitary | QRICH1 | 0.28 | 0.05 | lasso | 11 | 0.10 | 1.5e-03 | 3.5 | 5.3 | 1.2e-07 | -0.44 | 0.18 | 0.58 | FALSE |
40 | GTEx | Prostate | RBM6 | 0.14 | 0.12 | enet | 15 | 0.05 | 1.8e-02 | -4.9 | -5.2 | 1.5e-07 | 0.22 | 0.16 | 0.56 | FALSE |
41 | GTEx | Skin Not Sun Exposed Suprapubic | UBA7 | 0.07 | 0.03 | lasso | 6 | 0.06 | 2.9e-04 | 3.7 | -5.1 | 3.1e-07 | 0.22 | 0.09 | 0.87 | FALSE |
42 | GTEx | Skin Sun Exposed Lower leg | RNF123 | 0.06 | 0.00 | enet | 22 | 0.01 | 4.6e-02 | -4.6 | 5.7 | 1.0e-08 | -0.34 | 0.05 | 0.76 | FALSE |
43 | GTEx | Skin Sun Exposed Lower leg | UBA7 | 0.04 | 0.01 | lasso | 8 | 0.00 | 2.9e-01 | 5.5 | -6.0 | 2.5e-09 | 0.26 | 0.04 | 0.81 | FALSE |
44 | GTEx | Skin Sun Exposed Lower leg | FAM212A | 0.05 | 0.07 | enet | 16 | 0.06 | 1.1e-05 | 5.6 | 5.6 | 2.8e-08 | -0.30 | 0.03 | 0.97 | FALSE |
45 | GTEx | Spleen | RNF123 | 0.13 | 0.13 | lasso | 5 | 0.10 | 1.3e-03 | 5.5 | 5.5 | 3.1e-08 | -0.30 | 0.03 | 0.85 | FALSE |
46 | GTEx | Spleen | UBA7 | 0.19 | 0.14 | lasso | 22 | 0.11 | 8.8e-04 | 5.5 | -5.4 | 5.2e-08 | 0.31 | 0.03 | 0.93 | FALSE |
47 | GTEx | Stomach | RNF123 | 0.23 | 0.12 | lasso | 15 | 0.16 | 4.6e-08 | 4.1 | 5.5 | 3.4e-08 | -0.25 | 0.08 | 0.92 | FALSE |
48 | GTEx | Thyroid | RNF123 | 0.09 | 0.13 | lasso | 9 | 0.12 | 2.7e-09 | 5.2 | 5.3 | 9.7e-08 | -0.32 | 0.03 | 0.97 | FALSE |
49 | GTEx | Thyroid | MST1R | 0.06 | 0.06 | enet | 9 | 0.05 | 1.7e-04 | 5.0 | 5.3 | 1.5e-07 | -0.25 | 0.08 | 0.92 | FALSE |
50 | GTEx | Thyroid | UBA7 | 0.04 | 0.01 | enet | 22 | 0.02 | 9.2e-03 | 3.9 | -5.1 | 3.0e-07 | 0.18 | 0.13 | 0.42 | FALSE |
51 | GTEx | Whole Blood | UBA7 | 0.03 | 0.04 | lasso | 2 | 0.01 | 1.5e-02 | 5.6 | -5.4 | 5.7e-08 | 0.29 | 0.03 | 0.93 | FALSE |
52 | METSIM | Adipose | RNF123 | 0.03 | 0.02 | lasso | 12 | 0.02 | 2.0e-04 | 5.4 | 5.6 | 1.9e-08 | -0.38 | 0.03 | 0.96 | FALSE |
53 | NTR | Blood | UBA7 | 0.02 | 0.03 | lasso | 4 | 0.03 | 1.6e-09 | 5.5 | -5.6 | 2.4e-08 | 0.30 | 0.03 | 0.97 | FALSE |
54 | ROSMAP | Brain Pre-frontal Cortex | RNF123 | 0.04 | 0.05 | lasso | 3 | 0.05 | 1.4e-06 | 5.2 | 5.5 | 3.9e-08 | -0.30 | 0.03 | 0.97 | FALSE |
55 | ROSMAP | Brain Pre-frontal Cortex | MST1R | 0.02 | 0.00 | blup | 278 | 0.01 | 4.5e-02 | 4.8 | 5.8 | 6.3e-09 | -0.27 | 0.15 | 0.78 | FALSE |
56 | YFS | Blood | UBA7 | 0.16 | 0.24 | lasso | 6 | 0.23 | 4.0e-75 | 5.4 | -5.4 | 5.5e-08 | 0.30 | 0.04 | 0.96 | FALSE |
57 | The Cancer Genome Atlas | Breast Invasive Carcinoma | AMIGO3 | 0.01 | 0.00 | enet | 13 | 0.01 | 5.7e-03 | 4.0 | 5.7 | 1.1e-08 | -0.38 | 0.02 | 0.40 | FALSE |
58 | The Cancer Genome Atlas | Breast Invasive Carcinoma | UBA7 | 0.01 | 0.01 | enet | 5 | 0.01 | 6.6e-04 | 5.5 | -5.7 | 1.6e-08 | 0.39 | 0.01 | 0.98 | FALSE |
59 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | APEH | 0.02 | 0.02 | blup | 49 | 0.02 | 2.5e-03 | -4.8 | -5.1 | 2.8e-07 | 0.39 | 0.05 | 0.65 | FALSE |
60 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | UBA7 | 0.02 | 0.02 | blup | 30 | 0.02 | 3.8e-03 | 5.6 | -5.5 | 4.3e-08 | 0.26 | 0.01 | 0.84 | FALSE |
61 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | UBA7 | 0.08 | 0.09 | lasso | 5 | 0.09 | 3.4e-10 | 5.5 | -5.6 | 2.8e-08 | 0.31 | 0.01 | 0.99 | FALSE |
62 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | UBA7 | 0.13 | 0.16 | lasso | 6 | 0.15 | 1.1e-08 | 5.5 | -5.2 | 1.5e-07 | 0.27 | 0.01 | 0.99 | FALSE |
63 | The Cancer Genome Atlas | Lung Adenocarcinoma | AMIGO3 | 0.02 | 0.00 | blup | 40 | 0.00 | 3.0e-01 | 5.5 | 5.9 | 3.8e-09 | -0.30 | 0.01 | 0.81 | FALSE |
64 | The Cancer Genome Atlas | Lung Adenocarcinoma | UBA7 | 0.03 | 0.04 | enet | 9 | 0.02 | 1.8e-03 | 5.4 | -5.5 | 4.1e-08 | 0.31 | 0.01 | 0.99 | FALSE |
65 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | GMPPB | 0.04 | 0.02 | blup | 40 | 0.02 | 1.4e-02 | 5.5 | 5.8 | 7.6e-09 | -0.29 | 0.01 | 0.71 | FALSE |
66 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | UBA7 | 0.11 | 0.14 | enet | 7 | 0.11 | 2.7e-05 | 5.5 | -5.4 | 7.4e-08 | 0.30 | 0.01 | 0.98 | FALSE |
67 | The Cancer Genome Atlas | Prostate Adenocarcinoma | UBA7 | 0.05 | 0.04 | enet | 7 | 0.05 | 1.6e-05 | 5.4 | -5.5 | 2.9e-08 | 0.30 | 0.01 | 0.99 | FALSE |
68 | The Cancer Genome Atlas | Stomach Adenocarcinoma | UBA7 | 0.04 | 0.05 | lasso | 1 | 0.04 | 1.0e-03 | 5.5 | -5.5 | 3.7e-08 | 0.31 | 0.01 | 0.95 | FALSE |
69 | The Cancer Genome Atlas | Thyroid Carcinoma | UBA7 | 0.03 | 0.01 | blup | 30 | 0.02 | 2.0e-03 | 5.5 | -5.4 | 5.1e-08 | 0.26 | 0.01 | 0.86 | FALSE |