Best TWAS P=8.36e-15 · Best GWAS P=1.09e-13 conditioned to 0.106
# | 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 | MST1 | 0.16 | 0.05 | blup | 314 | 0.07 | 4.0e-09 | 6.7 | 5.9 | 3.1e-09 | 0.71 | 0.09 | 0.91 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | RNF123 | 0.14 | 0.10 | blup | 324 | 0.12 | 4.7e-14 | -6.0 | -6.9 | 4.0e-12 | -0.69 | 0.98 | 0.02 | FALSE |
3 | GTEx | Adipose Visceral Omentum | RBM6 | 0.20 | 0.28 | enet | 30 | 0.30 | 6.4e-16 | 4.4 | 5.2 | 2.6e-07 | 0.56 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Visceral Omentum | RNF123 | 0.08 | 0.11 | lasso | 4 | 0.07 | 2.2e-04 | -5.5 | -5.3 | 1.1e-07 | -0.66 | 0.71 | 0.14 | FALSE |
5 | GTEx | Artery Coronary | RBM6 | 0.14 | 0.14 | enet | 23 | 0.15 | 1.0e-05 | -6.0 | 5.4 | 6.2e-08 | 0.61 | 0.95 | 0.02 | FALSE |
6 | GTEx | Artery Tibial | RNF123 | 0.08 | 0.08 | enet | 12 | 0.09 | 2.5e-07 | -5.5 | -5.2 | 2.5e-07 | -0.68 | 0.98 | 0.02 | FALSE |
7 | GTEx | Artery Tibial | MST1R | 0.06 | 0.02 | lasso | 5 | 0.02 | 1.5e-02 | -4.9 | -6.9 | 7.0e-12 | -0.76 | 0.13 | 0.36 | FALSE |
8 | GTEx | Brain Cerebellar Hemisphere | RNF123 | 0.20 | 0.24 | enet | 29 | 0.20 | 7.7e-06 | -5.6 | -6.1 | 9.3e-10 | -0.70 | 0.55 | 0.20 | FALSE |
9 | GTEx | Brain Cerebellar Hemisphere | MST1R | 0.30 | 0.08 | enet | 25 | 0.10 | 1.8e-03 | -4.9 | -6.8 | 1.2e-11 | -0.69 | 0.17 | 0.43 | FALSE |
10 | GTEx | Brain Cerebellar Hemisphere | FAM212A | 0.25 | 0.17 | lasso | 21 | 0.20 | 8.1e-06 | 4.3 | -6.0 | 1.4e-09 | -0.55 | 0.37 | 0.24 | FALSE |
11 | GTEx | Brain Cerebellum | MST1R | 0.19 | 0.24 | enet | 22 | 0.20 | 1.8e-06 | 4.5 | -6.0 | 1.5e-09 | -0.64 | 0.84 | 0.13 | FALSE |
12 | GTEx | Brain Cerebellum | FAM212A | 0.27 | 0.35 | lasso | 5 | 0.34 | 9.7e-11 | -5.5 | -5.5 | 3.2e-08 | -0.67 | 0.99 | 0.01 | FALSE |
13 | GTEx | Brain Cortex | RNF123 | 0.23 | 0.05 | enet | 33 | 0.04 | 2.4e-02 | -5.6 | -5.3 | 1.1e-07 | -0.50 | 0.24 | 0.09 | FALSE |
14 | GTEx | Brain Frontal Cortex BA9 | RBM6 | 0.18 | 0.25 | lasso | 3 | 0.20 | 5.2e-06 | -5.3 | -5.2 | 2.4e-07 | -0.52 | 0.88 | 0.02 | FALSE |
15 | GTEx | Brain Hypothalamus | MST1 | 0.32 | 0.13 | lasso | 3 | 0.12 | 9.4e-04 | 7.0 | 7.2 | 6.6e-13 | 0.91 | 0.04 | 0.76 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | APEH | 0.13 | 0.12 | lasso | 15 | 0.12 | 1.3e-09 | 7.1 | 7.4 | 1.6e-13 | 0.97 | 0.04 | 0.96 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | RNF123 | 0.08 | 0.09 | enet | 14 | 0.06 | 1.7e-05 | -5.7 | -5.4 | 7.8e-08 | -0.68 | 0.86 | 0.12 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | UBA7 | 0.07 | 0.06 | enet | 5 | 0.04 | 7.5e-04 | -5.7 | 5.7 | 1.0e-08 | 0.67 | 0.95 | 0.01 | FALSE |
19 | GTEx | Colon Transverse | UBA7 | 0.28 | 0.30 | lasso | 2 | 0.30 | 1.1e-14 | -5.5 | 5.5 | 2.9e-08 | 0.67 | 1.00 | 0.00 | FALSE |
20 | GTEx | Esophagus Gastroesophageal Junction | RBM6 | 0.25 | 0.29 | lasso | 23 | 0.30 | 2.2e-11 | 4.2 | 5.3 | 1.4e-07 | 0.58 | 0.99 | 0.01 | FALSE |
21 | GTEx | Esophagus Gastroesophageal Junction | MST1R | 0.18 | 0.02 | lasso | 9 | 0.06 | 2.4e-03 | -4.9 | -5.8 | 7.3e-09 | -0.57 | 0.11 | 0.32 | FALSE |
22 | GTEx | Esophagus Mucosa | RBM6 | 0.18 | 0.21 | enet | 18 | 0.23 | 3.0e-15 | -5.3 | 5.5 | 3.6e-08 | 0.55 | 1.00 | 0.00 | FALSE |
23 | GTEx | Esophagus Mucosa | APEH | 0.16 | 0.08 | lasso | 4 | 0.12 | 1.2e-08 | 4.1 | 6.4 | 1.8e-10 | 0.76 | 0.09 | 0.91 | FALSE |
24 | GTEx | Esophagus Mucosa | RNF123 | 0.07 | 0.03 | enet | 9 | 0.04 | 1.8e-03 | -5.6 | -6.2 | 5.4e-10 | -0.64 | 0.47 | 0.24 | FALSE |
25 | GTEx | Esophagus Mucosa | UBA7 | 0.04 | 0.07 | enet | 8 | 0.05 | 4.5e-04 | -5.6 | 5.5 | 2.8e-08 | 0.65 | 0.77 | 0.05 | FALSE |
26 | GTEx | Esophagus Mucosa | FAM212A | 0.19 | 0.26 | enet | 24 | 0.27 | 4.4e-18 | -5.5 | -5.6 | 2.2e-08 | -0.67 | 1.00 | 0.00 | FALSE |
27 | GTEx | Esophagus Muscularis | RNF123 | 0.15 | 0.14 | enet | 17 | 0.14 | 1.2e-08 | -5.7 | -5.6 | 2.4e-08 | -0.67 | 0.99 | 0.01 | FALSE |
28 | GTEx | Esophagus Muscularis | NICN1-AS1 | 0.09 | 0.04 | enet | 14 | 0.06 | 2.3e-04 | 6.9 | 5.1 | 3.0e-07 | 0.84 | 0.07 | 0.87 | FALSE |
29 | GTEx | Heart Atrial Appendage | RNF123 | 0.06 | 0.04 | lasso | 2 | 0.02 | 4.0e-02 | -5.7 | -6.7 | 2.6e-11 | -0.85 | 0.15 | 0.57 | FALSE |
30 | GTEx | Heart Left Ventricle | AMT | 0.07 | 0.02 | lasso | 7 | 0.02 | 4.6e-02 | -7.0 | -6.2 | 4.8e-10 | -0.43 | 0.08 | 0.64 | FALSE |
31 | GTEx | Lung | RNF123 | 0.13 | 0.05 | enet | 18 | 0.07 | 5.8e-06 | -5.7 | -5.3 | 1.3e-07 | -0.77 | 0.55 | 0.39 | FALSE |
32 | GTEx | Lung | GPX1 | 0.04 | 0.02 | enet | 13 | 0.04 | 5.7e-04 | 7.0 | -5.2 | 2.5e-07 | -0.86 | 0.06 | 0.75 | FALSE |
33 | GTEx | Muscle Skeletal | FAM212A | 0.05 | 0.08 | lasso | 3 | 0.07 | 4.9e-07 | 7.2 | -7.2 | 4.7e-13 | -0.96 | 0.03 | 0.97 | FALSE |
34 | GTEx | Nerve Tibial | RNF123 | 0.24 | 0.16 | lasso | 5 | 0.15 | 1.0e-10 | -6.0 | -5.4 | 7.7e-08 | -0.66 | 1.00 | 0.00 | FALSE |
35 | GTEx | Nerve Tibial | MST1 | 0.27 | 0.03 | lasso | 8 | 0.10 | 1.9e-07 | 3.3 | 6.9 | 7.0e-12 | 0.79 | 0.06 | 0.94 | FALSE |
36 | GTEx | Nerve Tibial | RHOA-IT1 | 0.05 | 0.02 | enet | 14 | 0.03 | 4.7e-03 | 7.0 | 7.6 | 3.1e-14 | 0.86 | 0.10 | 0.53 | FALSE |
37 | GTEx | Skin Sun Exposed Lower leg | MST1 | 0.07 | 0.00 | enet | 10 | 0.01 | 4.1e-02 | 7.0 | 7.5 | 7.5e-14 | 0.85 | 0.04 | 0.84 | FALSE |
38 | GTEx | Skin Sun Exposed Lower leg | FAM212A | 0.05 | 0.07 | enet | 16 | 0.06 | 1.1e-05 | -5.5 | -5.6 | 2.7e-08 | -0.67 | 0.97 | 0.02 | FALSE |
39 | GTEx | Spleen | RNF123 | 0.13 | 0.13 | lasso | 5 | 0.10 | 1.3e-03 | -5.6 | -5.6 | 2.4e-08 | -0.67 | 0.16 | 0.26 | FALSE |
40 | GTEx | Spleen | UBA7 | 0.19 | 0.14 | lasso | 22 | 0.11 | 8.8e-04 | -5.6 | 5.7 | 9.5e-09 | 0.66 | 0.28 | 0.45 | FALSE |
41 | GTEx | Testis | RBM6 | 0.28 | 0.14 | enet | 19 | 0.17 | 7.7e-08 | -4.9 | 5.5 | 3.3e-08 | 0.51 | 1.00 | 0.00 | FALSE |
42 | GTEx | Testis | GPX1 | 0.08 | 0.00 | lasso | 6 | 0.04 | 1.0e-02 | 6.9 | -7.1 | 1.3e-12 | -0.80 | 0.06 | 0.70 | FALSE |
43 | GTEx | Thyroid | RNF123 | 0.09 | 0.13 | lasso | 9 | 0.12 | 2.7e-09 | -6.0 | -5.8 | 7.4e-09 | -0.66 | 1.00 | 0.00 | FALSE |
44 | GTEx | Thyroid | MST1 | 0.18 | 0.01 | enet | 11 | 0.05 | 8.1e-05 | 4.1 | 6.2 | 5.1e-10 | 0.71 | 0.03 | 0.95 | FALSE |
45 | GTEx | Thyroid | RHOA-IT1 | 0.05 | 0.05 | lasso | 5 | 0.04 | 5.2e-04 | -7.1 | 7.2 | 5.9e-13 | 0.62 | 0.07 | 0.89 | FALSE |
46 | GTEx | Vagina | RBM6 | 0.24 | 0.22 | enet | 27 | 0.21 | 1.5e-05 | 4.2 | 5.7 | 1.3e-08 | 0.53 | 0.73 | 0.12 | FALSE |
47 | GTEx | Whole Blood | UBA7 | 0.03 | 0.04 | lasso | 2 | 0.01 | 1.5e-02 | -5.6 | 5.5 | 4.8e-08 | 0.64 | 0.45 | 0.09 | FALSE |
48 | METSIM | Adipose | APEH | 0.09 | 0.06 | enet | 22 | 0.07 | 3.7e-11 | 6.7 | 6.0 | 2.1e-09 | 0.76 | 0.12 | 0.88 | FALSE |
49 | METSIM | Adipose | MST1 | 0.06 | 0.03 | lasso | 8 | 0.03 | 2.0e-05 | 3.3 | 5.3 | 1.1e-07 | 0.55 | 0.72 | 0.16 | FALSE |
50 | NTR | Blood | AMT | 0.02 | 0.01 | lasso | 13 | 0.02 | 5.1e-06 | -7.0 | 7.8 | 8.4e-15 | 0.85 | 0.08 | 0.92 | TRUE |
51 | NTR | Blood | QRICH1 | 0.01 | 0.00 | blup | 276 | 0.01 | 1.6e-04 | 4.3 | -5.2 | 1.7e-07 | -0.66 | 0.60 | 0.17 | FALSE |
52 | NTR | Blood | UBA7 | 0.02 | 0.03 | lasso | 4 | 0.03 | 1.6e-09 | -5.7 | 5.6 | 2.0e-08 | 0.65 | 1.00 | 0.00 | FALSE |
53 | ROSMAP | Brain Pre-frontal Cortex | MST1 | 0.20 | 0.07 | bslmm | 307 | 0.08 | 8.8e-11 | 6.7 | 6.2 | 6.8e-10 | 0.56 | 0.51 | 0.49 | FALSE |
54 | ROSMAP | Brain Pre-frontal Cortex | BSN-AS2 | 0.07 | 0.10 | lasso | 6 | 0.09 | 3.5e-12 | -7.1 | 7.2 | 4.3e-13 | 0.59 | 0.05 | 0.95 | FALSE |
55 | YFS | Blood | APEH | 0.11 | 0.05 | enet | 46 | 0.06 | 1.3e-19 | 7.2 | 5.9 | 4.1e-09 | 0.77 | 0.03 | 0.97 | FALSE |
56 | YFS | Blood | COL7A1 | 0.01 | 0.01 | bslmm | 247 | 0.01 | 8.0e-04 | 4.3 | 5.2 | 1.5e-07 | 0.51 | 0.02 | 0.87 | FALSE |
57 | YFS | Blood | UBA7 | 0.16 | 0.24 | lasso | 6 | 0.23 | 4.0e-75 | -5.7 | 5.7 | 1.6e-08 | 0.67 | 1.00 | 0.00 | FALSE |
58 | The Cancer Genome Atlas | Colon Adenocarcinoma | UBA7 | 0.11 | 0.06 | enet | 5 | 0.05 | 7.6e-04 | -5.6 | 5.2 | 1.8e-07 | 0.50 | 0.06 | 0.94 | FALSE |
59 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | APEH | 0.02 | 0.02 | blup | 49 | 0.02 | 2.5e-03 | 7.1 | 7.6 | 3.7e-14 | 0.95 | 0.01 | 0.92 | 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 | 3.5e-08 | 0.68 | 0.04 | 0.47 | FALSE |
61 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | UBA7 | 0.08 | 0.09 | lasso | 5 | 0.09 | 3.4e-10 | -5.7 | 5.6 | 2.6e-08 | 0.66 | 0.07 | 0.93 | FALSE |
62 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | GMPPB | 0.09 | 0.05 | enet | 7 | 0.04 | 1.5e-03 | 6.7 | 6.3 | 3.0e-10 | 0.62 | 0.01 | 0.44 | FALSE |
63 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | UBA7 | 0.13 | 0.16 | lasso | 6 | 0.15 | 1.1e-08 | -5.7 | 5.9 | 4.4e-09 | 0.70 | 0.08 | 0.92 | FALSE |
64 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MST1R | 0.08 | 0.07 | enet | 10 | 0.09 | 2.6e-10 | -5.3 | -5.5 | 4.1e-08 | -0.52 | 0.14 | 0.86 | FALSE |
65 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TRAIP | 0.02 | 0.01 | enet | 8 | 0.01 | 3.1e-02 | -5.4 | -6.5 | 9.0e-11 | -0.57 | 0.01 | 0.71 | FALSE |
66 | The Cancer Genome Atlas | Lung Adenocarcinoma | UBA7 | 0.03 | 0.04 | enet | 9 | 0.02 | 1.8e-03 | -5.6 | 5.6 | 2.0e-08 | 0.67 | 0.07 | 0.92 | FALSE |
67 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | UBA7 | 0.02 | 0.01 | blup | 30 | 0.02 | 5.3e-03 | -5.6 | 6.1 | 9.0e-10 | 0.63 | 0.03 | 0.68 | FALSE |
68 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | CAMKV | 0.07 | 0.05 | enet | 9 | 0.06 | 2.3e-03 | -5.6 | -5.8 | 5.2e-09 | -0.59 | 0.01 | 0.74 | FALSE |
69 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | UBA7 | 0.11 | 0.14 | enet | 7 | 0.11 | 2.7e-05 | -5.6 | 5.7 | 1.3e-08 | 0.66 | 0.07 | 0.89 | FALSE |
70 | The Cancer Genome Atlas | Stomach Adenocarcinoma | UBA7 | 0.04 | 0.05 | lasso | 1 | 0.04 | 1.0e-03 | -5.7 | 5.7 | 1.5e-08 | 0.66 | 0.04 | 0.84 | FALSE |
71 | The Cancer Genome Atlas | Stomach Adenocarcinoma | USP4 | 0.05 | 0.03 | blup | 44 | 0.04 | 3.5e-04 | 5.0 | 6.0 | 2.0e-09 | 0.65 | 0.14 | 0.22 | FALSE |
72 | The Cancer Genome Atlas | Thyroid Carcinoma | APEH | 0.04 | 0.03 | lasso | 2 | 0.03 | 3.9e-04 | 6.6 | 6.9 | 3.9e-12 | 0.74 | 0.04 | 0.77 | FALSE |
73 | The Cancer Genome Atlas | Thyroid Carcinoma | TCTA | 0.04 | 0.04 | blup | 24 | 0.03 | 3.6e-04 | -7.0 | -6.0 | 1.6e-09 | -0.42 | 0.01 | 0.96 | FALSE |