Best TWAS P=2.57e-14 · Best GWAS P=2.33e-15 conditioned to 1
# | 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 | 5.5 | 7.0 | 2.9e-12 | 0.71 | 0.07 | 0.93 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | RNF123 | 0.14 | 0.10 | blup | 324 | 0.12 | 4.7e-14 | -4.9 | -5.4 | 6.4e-08 | -0.68 | 0.99 | 0.01 | FALSE |
3 | GTEx | Adipose Subcutaneous | NICN1 | 0.20 | 0.12 | lasso | 17 | 0.13 | 6.7e-11 | -3.4 | 5.5 | 3.0e-08 | 0.64 | 0.90 | 0.10 | FALSE |
4 | GTEx | Adipose Visceral Omentum | PRKAR2A | 0.13 | 0.08 | lasso | 10 | 0.05 | 1.8e-03 | -3.3 | -5.1 | 2.6e-07 | -0.43 | 0.18 | 0.50 | FALSE |
5 | GTEx | Artery Aorta | SEMA3F | 0.12 | 0.03 | enet | 20 | 0.06 | 3.6e-04 | -4.8 | -5.3 | 1.0e-07 | -0.53 | 0.13 | 0.64 | FALSE |
6 | GTEx | Artery Coronary | NICN1 | 0.10 | 0.01 | lasso | 13 | 0.01 | 1.3e-01 | -3.3 | 5.4 | 5.5e-08 | 0.63 | 0.10 | 0.33 | FALSE |
7 | GTEx | Artery Tibial | NICN1 | 0.20 | 0.17 | enet | 27 | 0.23 | 3.0e-18 | -3.4 | 6.7 | 2.4e-11 | 0.72 | 0.92 | 0.08 | FALSE |
8 | GTEx | Artery Tibial | MST1R | 0.06 | 0.02 | lasso | 5 | 0.02 | 1.5e-02 | -4.2 | -6.4 | 1.8e-10 | -0.75 | 0.16 | 0.21 | FALSE |
9 | GTEx | Artery Tibial | IP6K1 | 0.03 | 0.00 | enet | 22 | 0.01 | 2.5e-02 | -5.1 | -7.1 | 1.2e-12 | -0.60 | 0.18 | 0.32 | FALSE |
10 | GTEx | Artery Tibial | NICN1-AS1 | 0.13 | 0.08 | lasso | 5 | 0.12 | 2.5e-09 | -3.4 | 5.2 | 1.9e-07 | 0.62 | 0.94 | 0.06 | FALSE |
11 | GTEx | Brain Cerebellar Hemisphere | RNF123 | 0.20 | 0.24 | enet | 29 | 0.20 | 7.7e-06 | -5.1 | -5.2 | 2.0e-07 | -0.69 | 0.58 | 0.15 | FALSE |
12 | GTEx | Brain Cerebellum | MST1R | 0.19 | 0.24 | enet | 22 | 0.20 | 1.8e-06 | 3.6 | -5.4 | 5.5e-08 | -0.63 | 0.81 | 0.16 | FALSE |
13 | GTEx | Brain Cerebellum | FAM212A | 0.27 | 0.35 | lasso | 5 | 0.34 | 9.7e-11 | -5.1 | -5.2 | 2.2e-07 | -0.67 | 0.99 | 0.00 | FALSE |
14 | GTEx | Brain Cerebellum | GPX1 | 0.31 | 0.09 | enet | 19 | 0.23 | 2.0e-07 | 7.0 | -6.2 | 5.1e-10 | -0.80 | 0.06 | 0.93 | FALSE |
15 | GTEx | Brain Frontal Cortex BA9 | GPX1 | 0.16 | 0.06 | lasso | 6 | 0.15 | 7.9e-05 | -3.1 | -5.3 | 1.3e-07 | -0.65 | 0.07 | 0.77 | FALSE |
16 | GTEx | Brain Hypothalamus | MST1 | 0.32 | 0.13 | lasso | 3 | 0.12 | 9.4e-04 | 7.1 | 6.5 | 6.7e-11 | 0.90 | 0.03 | 0.82 | FALSE |
17 | GTEx | Breast Mammary Tissue | RNF123 | 0.11 | 0.07 | enet | 14 | 0.02 | 3.2e-02 | -5.1 | -5.5 | 3.1e-08 | -0.59 | 0.48 | 0.34 | FALSE |
18 | GTEx | Cells EBV-transformed lymphocytes | USP4 | 0.08 | 0.05 | lasso | 2 | 0.09 | 8.7e-04 | -3.5 | -6.1 | 9.9e-10 | -0.70 | 0.11 | 0.61 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | TCTA | 0.07 | 0.05 | enet | 14 | 0.07 | 9.4e-06 | -1.9 | 5.3 | 9.8e-08 | 0.51 | 0.37 | 0.08 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | APEH | 0.13 | 0.12 | lasso | 15 | 0.12 | 1.3e-09 | 7.4 | 7.3 | 3.1e-13 | 0.98 | 0.04 | 0.96 | FALSE |
21 | GTEx | Cells Transformed fibroblasts | RNF123 | 0.08 | 0.09 | enet | 14 | 0.06 | 1.7e-05 | -5.1 | -5.7 | 1.2e-08 | -0.69 | 0.81 | 0.17 | FALSE |
22 | GTEx | Esophagus Mucosa | RBM6 | 0.18 | 0.21 | enet | 18 | 0.23 | 3.0e-15 | -4.5 | 5.2 | 1.9e-07 | 0.55 | 1.00 | 0.00 | FALSE |
23 | GTEx | Esophagus Mucosa | APEH | 0.16 | 0.08 | lasso | 4 | 0.12 | 1.2e-08 | 2.6 | 5.5 | 3.2e-08 | 0.77 | 0.06 | 0.94 | FALSE |
24 | GTEx | Esophagus Mucosa | FAM212A | 0.19 | 0.26 | enet | 24 | 0.27 | 4.4e-18 | -5.2 | -5.1 | 3.0e-07 | -0.66 | 1.00 | 0.00 | FALSE |
25 | GTEx | Esophagus Muscularis | NICN1 | 0.11 | 0.03 | enet | 22 | 0.07 | 2.7e-05 | 7.4 | 6.9 | 4.4e-12 | 0.85 | 0.04 | 0.96 | FALSE |
26 | GTEx | Esophagus Muscularis | MST1R | 0.05 | 0.00 | lasso | 5 | 0.05 | 3.6e-04 | 4.2 | -5.2 | 2.1e-07 | -0.58 | 0.22 | 0.38 | FALSE |
27 | GTEx | Esophagus Muscularis | GPX1 | 0.13 | 0.05 | lasso | 14 | 0.06 | 1.1e-04 | 7.0 | -6.2 | 4.6e-10 | -0.82 | 0.18 | 0.80 | FALSE |
28 | GTEx | Esophagus Muscularis | NICN1-AS1 | 0.09 | 0.04 | enet | 14 | 0.06 | 2.3e-04 | 7.1 | 6.5 | 6.3e-11 | 0.84 | 0.06 | 0.89 | FALSE |
29 | GTEx | Heart Atrial Appendage | RNF123 | 0.06 | 0.04 | lasso | 2 | 0.02 | 4.0e-02 | -4.9 | -6.2 | 4.7e-10 | -0.84 | 0.16 | 0.54 | FALSE |
30 | GTEx | Heart Atrial Appendage | MST1R | 0.08 | 0.00 | enet | 22 | 0.03 | 1.5e-02 | -4.0 | -5.3 | 1.4e-07 | -0.42 | 0.27 | 0.14 | FALSE |
31 | GTEx | Lung | RNF123 | 0.13 | 0.05 | enet | 18 | 0.07 | 5.8e-06 | -5.0 | -5.4 | 5.2e-08 | -0.77 | 0.52 | 0.43 | FALSE |
32 | GTEx | Lung | GPX1 | 0.04 | 0.02 | enet | 13 | 0.04 | 5.7e-04 | 7.1 | -6.3 | 2.8e-10 | -0.85 | 0.06 | 0.76 | FALSE |
33 | GTEx | Muscle Skeletal | FAM212A | 0.05 | 0.08 | lasso | 3 | 0.07 | 4.9e-07 | 7.8 | -7.6 | 2.6e-14 | -0.97 | 0.02 | 0.98 | TRUE |
34 | GTEx | Muscle Skeletal | SLC26A6 | 0.12 | 0.11 | lasso | 6 | 0.10 | 2.1e-10 | 5.8 | 5.9 | 4.0e-09 | 0.42 | 0.01 | 0.99 | FALSE |
35 | GTEx | Nerve Tibial | NICN1 | 0.13 | 0.15 | enet | 21 | 0.16 | 1.4e-11 | -3.2 | 5.6 | 2.2e-08 | 0.67 | 0.94 | 0.06 | FALSE |
36 | GTEx | Nerve Tibial | MST1 | 0.27 | 0.03 | lasso | 8 | 0.10 | 1.9e-07 | 1.9 | 5.8 | 8.6e-09 | 0.80 | 0.04 | 0.96 | FALSE |
37 | GTEx | Nerve Tibial | NICN1-AS1 | 0.15 | 0.11 | lasso | 5 | 0.13 | 1.1e-09 | -3.2 | 5.8 | 5.7e-09 | 0.74 | 0.28 | 0.71 | FALSE |
38 | GTEx | Nerve Tibial | RHOA-IT1 | 0.05 | 0.02 | enet | 14 | 0.03 | 4.7e-03 | 7.1 | 7.5 | 6.1e-14 | 0.85 | 0.13 | 0.43 | FALSE |
39 | GTEx | Skin Not Sun Exposed Suprapubic | RBM6 | 0.16 | 0.17 | enet | 24 | 0.23 | 1.2e-12 | 4.2 | 5.3 | 1.3e-07 | 0.49 | 1.00 | 0.00 | FALSE |
40 | GTEx | Skin Not Sun Exposed Suprapubic | MST1 | 0.12 | 0.09 | enet | 34 | 0.11 | 1.5e-06 | 7.8 | 5.4 | 7.9e-08 | 0.73 | 0.02 | 0.98 | FALSE |
41 | GTEx | Skin Sun Exposed Lower leg | MST1 | 0.07 | 0.00 | enet | 10 | 0.01 | 4.1e-02 | 7.1 | 6.8 | 1.2e-11 | 0.85 | 0.03 | 0.89 | FALSE |
42 | GTEx | Skin Sun Exposed Lower leg | FAM212A | 0.05 | 0.07 | enet | 16 | 0.06 | 1.1e-05 | -5.2 | -5.1 | 3.0e-07 | -0.66 | 0.96 | 0.03 | FALSE |
43 | GTEx | Spleen | UBA7 | 0.19 | 0.14 | lasso | 22 | 0.11 | 8.8e-04 | -5.1 | 5.2 | 1.8e-07 | 0.66 | 0.27 | 0.46 | FALSE |
44 | GTEx | Testis | MON1A | 0.08 | 0.06 | enet | 13 | 0.05 | 2.4e-03 | -4.8 | 5.2 | 2.2e-07 | 0.50 | 0.41 | 0.06 | FALSE |
45 | GTEx | Testis | GPX1 | 0.08 | 0.00 | lasso | 6 | 0.04 | 1.0e-02 | 6.9 | -7.5 | 5.9e-14 | -0.78 | 0.05 | 0.73 | FALSE |
46 | GTEx | Thyroid | MST1 | 0.18 | 0.01 | enet | 11 | 0.05 | 8.1e-05 | 2.6 | 6.1 | 9.7e-10 | 0.73 | 0.02 | 0.97 | FALSE |
47 | GTEx | Vagina | RBM6 | 0.24 | 0.22 | enet | 27 | 0.21 | 1.5e-05 | 4.2 | 5.5 | 4.7e-08 | 0.53 | 0.72 | 0.14 | FALSE |
48 | METSIM | Adipose | APEH | 0.09 | 0.06 | enet | 22 | 0.07 | 3.7e-11 | 5.5 | 6.3 | 3.7e-10 | 0.76 | 0.09 | 0.91 | FALSE |
49 | METSIM | Adipose | MST1R | 0.03 | 0.02 | blup | 331 | 0.02 | 1.7e-03 | -4.5 | -5.1 | 2.9e-07 | -0.48 | 0.86 | 0.01 | FALSE |
50 | METSIM | Adipose | SLC26A6 | 0.03 | 0.03 | lasso | 10 | 0.02 | 1.2e-04 | 5.9 | 5.8 | 5.0e-09 | 0.42 | 0.02 | 0.98 | FALSE |
51 | NTR | Blood | AMT | 0.02 | 0.01 | lasso | 13 | 0.02 | 5.1e-06 | -3.7 | 6.0 | 1.9e-09 | 0.83 | 0.28 | 0.72 | FALSE |
52 | NTR | Blood | QRICH1 | 0.01 | 0.00 | blup | 276 | 0.01 | 1.6e-04 | 4.8 | -6.7 | 1.6e-11 | -0.66 | 0.38 | 0.47 | FALSE |
53 | ROSMAP | Brain Pre-frontal Cortex | MST1 | 0.20 | 0.07 | bslmm | 307 | 0.08 | 8.8e-11 | 5.6 | 6.0 | 2.5e-09 | 0.56 | 0.98 | 0.01 | FALSE |
54 | ROSMAP | Brain Pre-frontal Cortex | SLC38A3 | 0.03 | 0.03 | lasso | 5 | 0.02 | 6.4e-04 | -5.1 | 5.2 | 2.4e-07 | 0.35 | 0.04 | 0.96 | FALSE |
55 | ROSMAP | Brain Pre-frontal Cortex | GPX1 | 0.23 | 0.25 | lasso | 10 | 0.30 | 1.5e-39 | -3.3 | -5.6 | 2.2e-08 | -0.68 | 1.00 | 0.00 | FALSE |
56 | YFS | Blood | APEH | 0.11 | 0.05 | enet | 46 | 0.06 | 1.3e-19 | 7.8 | 5.9 | 2.8e-09 | 0.78 | 0.01 | 0.99 | FALSE |
57 | YFS | Blood | COL7A1 | 0.01 | 0.01 | bslmm | 247 | 0.01 | 8.0e-04 | 4.8 | 5.7 | 1.3e-08 | 0.51 | 0.05 | 0.87 | FALSE |
58 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | C3orf62 | 0.04 | 0.01 | enet | 7 | 0.01 | 2.0e-02 | 4.8 | -5.4 | 5.8e-08 | -0.58 | 0.01 | 0.70 | FALSE |
59 | The Cancer Genome Atlas | Breast Invasive Carcinoma | AMIGO3 | 0.01 | 0.00 | enet | 13 | 0.01 | 5.7e-03 | -1.9 | -5.2 | 1.6e-07 | -0.78 | 0.01 | 0.49 | FALSE |
60 | The Cancer Genome Atlas | Glioblastoma Multiforme | AMIGO3 | 0.18 | 0.02 | enet | 24 | 0.07 | 2.9e-03 | -1.9 | -6.2 | 4.8e-10 | -0.69 | 0.02 | 0.25 | FALSE |
61 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | APEH | 0.02 | 0.02 | blup | 49 | 0.02 | 2.5e-03 | 7.6 | 7.5 | 5.5e-14 | 0.95 | 0.01 | 0.89 | FALSE |
62 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | UBA7 | 0.02 | 0.02 | blup | 30 | 0.02 | 3.8e-03 | -4.9 | 5.4 | 6.5e-08 | 0.68 | 0.01 | 0.78 | FALSE |
63 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | UBA7 | 0.13 | 0.16 | lasso | 6 | 0.15 | 1.1e-08 | -5.0 | 5.4 | 5.9e-08 | 0.70 | 0.02 | 0.98 | FALSE |
64 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C3orf62 | 0.02 | 0.00 | blup | 31 | 0.02 | 6.4e-03 | -3.5 | -5.9 | 2.8e-09 | -0.68 | 0.01 | 0.39 | FALSE |
65 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TRAIP | 0.02 | 0.01 | enet | 8 | 0.01 | 3.1e-02 | -4.8 | -5.5 | 4.0e-08 | -0.57 | 0.02 | 0.62 | FALSE |
66 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | UBA7 | 0.02 | 0.01 | blup | 30 | 0.02 | 5.3e-03 | -5.1 | 5.2 | 1.6e-07 | 0.63 | 0.01 | 0.86 | FALSE |
67 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | UBA7 | 0.11 | 0.14 | enet | 7 | 0.11 | 2.7e-05 | -5.1 | 5.2 | 1.9e-07 | 0.66 | 0.02 | 0.98 | FALSE |
68 | The Cancer Genome Atlas | Thyroid Carcinoma | APEH | 0.04 | 0.03 | lasso | 2 | 0.03 | 3.9e-04 | 5.7 | 6.2 | 7.4e-10 | 0.75 | 0.04 | 0.77 | FALSE |