Best TWAS P=1.76e-19 · Best GWAS P=2.74e-15 conditioned to 0.477
# | 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 | HAPLN4 | 0.07 | 0.10 | lasso | 6 | 0.10 | 5.3e-12 | 6.8 | 6.4 | 1.6e-10 | 0.95 | 0.05 | 0.95 | FALSE |
2 | GTEx | Artery Tibial | SSBP4 | 0.09 | 0.04 | lasso | 5 | 0.00 | 3.0e-01 | -5.3 | 5.3 | 1.1e-07 | 0.01 | 0.02 | 0.97 | FALSE |
3 | GTEx | Brain Cerebellar Hemisphere | ATP13A1 | 0.19 | 0.15 | lasso | 2 | 0.07 | 7.3e-03 | 5.8 | 5.7 | 1.2e-08 | 0.68 | 0.07 | 0.44 | FALSE |
4 | GTEx | Brain Cerebellum | ATP13A1 | 0.17 | 0.03 | enet | 30 | 0.03 | 5.2e-02 | 3.4 | 6.3 | 3.6e-10 | 0.58 | 0.06 | 0.38 | FALSE |
5 | GTEx | Brain Hippocampus | DDX49 | 0.23 | -0.01 | lasso | 4 | -0.01 | 6.6e-01 | -5.9 | 5.5 | 3.7e-08 | 0.21 | 0.05 | 0.06 | FALSE |
6 | GTEx | Brain Nucleus accumbens basal ganglia | ELL | 0.17 | 0.00 | lasso | 5 | 0.01 | 2.1e-01 | -5.4 | 5.1 | 2.7e-07 | 0.03 | 0.02 | 0.85 | FALSE |
7 | GTEx | Cells Transformed fibroblasts | SSBP4 | 0.09 | 0.07 | lasso | 2 | 0.06 | 5.5e-05 | -5.6 | 5.6 | 2.7e-08 | 0.03 | 0.02 | 0.98 | FALSE |
8 | GTEx | Colon Transverse | YJEFN3 | 0.09 | 0.09 | lasso | 3 | 0.07 | 4.3e-04 | 7.7 | -7.8 | 5.3e-15 | -0.93 | 0.02 | 0.95 | FALSE |
9 | GTEx | Esophagus Mucosa | LPAR2 | 0.08 | 0.03 | lasso | 2 | 0.01 | 1.1e-01 | 6.1 | -6.3 | 4.0e-10 | -0.72 | 0.12 | 0.62 | FALSE |
10 | GTEx | Esophagus Mucosa | GATAD2A | 0.11 | 0.02 | lasso | 3 | 0.02 | 2.3e-02 | -6.1 | -5.7 | 1.4e-08 | -0.15 | 0.14 | 0.05 | FALSE |
11 | GTEx | Lung | LPAR2 | 0.07 | 0.09 | lasso | 3 | 0.05 | 9.9e-05 | 5.9 | -5.6 | 2.0e-08 | -0.74 | 0.54 | 0.40 | FALSE |
12 | GTEx | Muscle Skeletal | SUGP1 | 0.11 | 0.06 | lasso | 7 | 0.07 | 9.5e-08 | 6.8 | -5.8 | 5.1e-09 | -0.94 | 0.05 | 0.95 | FALSE |
13 | GTEx | Muscle Skeletal | SSBP4 | 0.09 | 0.07 | lasso | 3 | 0.07 | 1.3e-07 | -5.3 | 5.8 | 6.9e-09 | 0.03 | 0.01 | 0.99 | TRUE |
14 | GTEx | Nerve Tibial | LPAR2 | 0.14 | 0.05 | lasso | 5 | 0.06 | 2.3e-05 | 5.9 | -5.6 | 2.1e-08 | -0.69 | 0.66 | 0.11 | FALSE |
15 | GTEx | Skin Sun Exposed Lower leg | SSBP4 | 0.12 | 0.12 | lasso | 3 | 0.11 | 2.9e-09 | -5.4 | 5.4 | 5.9e-08 | 0.02 | 0.02 | 0.98 | FALSE |
16 | GTEx | Spleen | LPAR2 | 0.27 | 0.06 | lasso | 6 | 0.04 | 2.7e-02 | 3.3 | -5.9 | 4.0e-09 | -0.76 | 0.04 | 0.66 | FALSE |
17 | GTEx | Thyroid | SSBP4 | 0.09 | 0.11 | lasso | 6 | 0.10 | 8.2e-08 | -5.4 | 5.1 | 2.8e-07 | 0.02 | 0.01 | 0.99 | FALSE |
18 | GTEx | Thyroid | YJEFN3 | 0.05 | 0.02 | lasso | 3 | 0.02 | 1.2e-02 | 7.4 | -5.9 | 3.0e-09 | -0.87 | 0.02 | 0.91 | FALSE |
19 | GTEx | Whole Blood | LPAR2 | 0.10 | 0.07 | lasso | 5 | 0.07 | 8.0e-07 | 5.9 | -6.6 | 4.4e-11 | -0.83 | 0.10 | 0.89 | FALSE |
20 | METSIM | Adipose | ELL | 0.08 | 0.05 | lasso | 7 | 0.06 | 7.1e-09 | -5.3 | -5.6 | 1.8e-08 | -0.03 | 0.02 | 0.98 | FALSE |
21 | NTR | Blood | LPAR2 | 0.04 | 0.03 | lasso | 3 | 0.03 | 3.6e-11 | 5.9 | -5.4 | 6.5e-08 | -0.67 | 0.96 | 0.04 | FALSE |
22 | ROSMAP | Brain Pre-frontal Cortex | ELL | 0.27 | 0.39 | lasso | 7 | 0.39 | 4.0e-53 | -5.4 | 5.3 | 1.4e-07 | 0.02 | 0.02 | 0.98 | FALSE |
23 | ROSMAP | Brain Pre-frontal Cortex | TSSK6 | 0.04 | 0.00 | blup | 346 | 0.01 | 1.1e-02 | 7.3 | 5.5 | 3.8e-08 | 0.78 | 0.02 | 0.94 | FALSE |
24 | ROSMAP | Brain Pre-frontal Cortex | HAPLN4 | 0.05 | 0.03 | enet | 15 | 0.03 | 1.7e-04 | 3.7 | 5.3 | 1.5e-07 | 0.80 | 0.16 | 0.84 | FALSE |
25 | YFS | Blood | LPAR2 | 0.14 | 0.15 | lasso | 5 | 0.16 | 3.6e-48 | 6.1 | -5.4 | 6.5e-08 | -0.68 | 1.00 | 0.00 | FALSE |
26 | YFS | Blood | ZNF101 | 0.02 | 0.00 | enet | 16 | 0.01 | 2.7e-03 | -4.1 | -6.3 | 3.1e-10 | -0.38 | 0.15 | 0.05 | FALSE |
27 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | YJEFN3 | 0.04 | 0.05 | lasso | 7 | 0.04 | 1.6e-04 | 7.8 | -7.0 | 2.1e-12 | -0.97 | 0.01 | 0.97 | FALSE |
28 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CILP2 | 0.02 | 0.02 | blup | 30 | 0.02 | 1.6e-04 | 7.8 | 7.5 | 7.2e-14 | 0.97 | 0.01 | 0.96 | FALSE |
29 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HAPLN4 | 0.04 | 0.07 | lasso | 4 | 0.06 | 1.3e-12 | 6.8 | 5.9 | 4.1e-09 | 0.93 | 0.01 | 0.99 | FALSE |
30 | The Cancer Genome Atlas | Breast Invasive Carcinoma | YJEFN3 | 0.03 | 0.02 | enet | 18 | 0.02 | 2.1e-04 | 7.8 | -7.2 | 7.6e-13 | -0.71 | 0.01 | 0.98 | FALSE |
31 | The Cancer Genome Atlas | Colon Adenocarcinoma | TSSK6 | 0.07 | 0.02 | blup | 32 | 0.04 | 2.9e-03 | 7.7 | 9.0 | 1.8e-19 | 0.89 | 0.01 | 0.83 | TRUE |
32 | The Cancer Genome Atlas | Glioblastoma Multiforme | ELL | 0.13 | 0.10 | blup | 46 | 0.08 | 1.9e-03 | -5.3 | 5.1 | 3.1e-07 | 0.01 | 0.02 | 0.88 | FALSE |
33 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TM6SF2 | 0.04 | 0.03 | blup | 35 | 0.03 | 2.5e-04 | -5.6 | -6.4 | 2.1e-10 | -0.22 | 0.38 | 0.06 | FALSE |
34 | The Cancer Genome Atlas | Lung Adenocarcinoma | YJEFN3 | 0.03 | 0.03 | blup | 32 | 0.02 | 3.0e-03 | 7.7 | -8.8 | 1.1e-18 | -0.94 | 0.01 | 0.92 | FALSE |
35 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | TSSK6 | 0.35 | 0.01 | blup | 33 | 0.09 | 2.8e-04 | -1.2 | 5.3 | 9.2e-08 | 0.31 | 0.00 | 0.06 | FALSE |
36 | The Cancer Genome Atlas | Prostate Adenocarcinoma | YJEFN3 | 0.04 | 0.05 | lasso | 2 | 0.05 | 4.3e-06 | 7.8 | -7.8 | 6.9e-15 | -1.00 | 0.01 | 0.99 | FALSE |
37 | The Cancer Genome Atlas | Stomach Adenocarcinoma | HAPLN4 | 0.08 | 0.03 | blup | 37 | 0.04 | 7.2e-04 | 6.8 | 5.2 | 1.9e-07 | 0.82 | 0.01 | 0.98 | FALSE |
38 | The Cancer Genome Atlas | Thyroid Carcinoma | YJEFN3 | 0.08 | 0.06 | blup | 33 | 0.08 | 7.1e-08 | 7.8 | -8.9 | 6.4e-19 | -0.94 | 0.01 | 0.99 | FALSE |