Best TWAS P=1.77e-14 · Best GWAS P=1.36e-13 conditioned to 0.635
# | 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 | IMMT | 0.17 | 0.20 | enet | 8 | 0.20 | 1.2e-23 | -4.5 | -5.1 | 3.0e-07 | 0.81 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | MRPL35 | 0.19 | 0.28 | enet | 17 | 0.28 | 5.0e-34 | -4.5 | -5.2 | 2.3e-07 | 0.81 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adrenal Gland | REEP1 | 0.21 | 0.05 | lasso | 5 | 0.06 | 2.6e-03 | -7.1 | 7.0 | 2.3e-12 | -0.70 | 0.03 | 0.92 | FALSE |
4 | GTEx | Artery Aorta | TCF7L1 | 0.39 | 0.21 | lasso | 7 | 0.20 | 3.7e-11 | -6.6 | -6.1 | 9.3e-10 | 0.07 | 0.00 | 1.00 | TRUE |
5 | GTEx | Artery Tibial | TCF7L1 | 0.15 | 0.04 | enet | 6 | 0.03 | 2.6e-03 | 5.4 | -5.9 | 3.7e-09 | 0.08 | 0.01 | 0.99 | FALSE |
6 | GTEx | Brain Caudate basal ganglia | REEP1 | 0.14 | 0.11 | lasso | 3 | 0.04 | 2.1e-02 | 3.8 | 5.3 | 1.2e-07 | -0.79 | 0.09 | 0.49 | FALSE |
7 | GTEx | Brain Frontal Cortex BA9 | REEP1 | 0.22 | 0.16 | enet | 10 | 0.10 | 1.0e-03 | -4.5 | 5.8 | 8.6e-09 | -0.84 | 0.05 | 0.83 | FALSE |
8 | GTEx | Brain Frontal Cortex BA9 | MRPL35 | 0.16 | 0.07 | lasso | 2 | 0.05 | 2.3e-02 | -4.5 | -5.5 | 3.6e-08 | 0.83 | 0.05 | 0.66 | FALSE |
9 | GTEx | Brain Hippocampus | RP11-301O19.1 | 0.14 | 0.11 | lasso | 3 | 0.08 | 7.8e-03 | -6.0 | 5.8 | 9.0e-09 | -0.81 | 0.12 | 0.52 | FALSE |
10 | GTEx | Brain Nucleus accumbens basal ganglia | IMMT | 0.18 | 0.01 | enet | 5 | 0.05 | 2.2e-02 | -4.5 | -5.8 | 7.8e-09 | 0.68 | 0.13 | 0.13 | FALSE |
11 | GTEx | Brain Putamen basal ganglia | REEP1 | 0.20 | 0.18 | lasso | 7 | 0.18 | 5.0e-05 | 3.5 | 5.3 | 1.0e-07 | -0.79 | 0.10 | 0.73 | FALSE |
12 | GTEx | Brain Putamen basal ganglia | IMMT | 0.21 | 0.07 | lasso | 5 | 0.03 | 7.3e-02 | 4.5 | -5.3 | 1.2e-07 | 0.62 | 0.09 | 0.10 | FALSE |
13 | GTEx | Breast Mammary Tissue | MRPL35 | 0.10 | 0.05 | lasso | 8 | 0.08 | 8.9e-05 | -4.5 | 7.0 | 2.1e-12 | -0.86 | 0.07 | 0.87 | FALSE |
14 | GTEx | Breast Mammary Tissue (Female) | MRPL35 | 0.14 | 0.02 | enet | 17 | -0.01 | 8.0e-01 | -4.5 | 5.4 | 5.7e-08 | -0.59 | 0.05 | 0.31 | FALSE |
15 | GTEx | Colon Sigmoid | RP11-301O19.1 | 0.22 | 0.17 | enet | 29 | 0.16 | 3.4e-06 | 4.1 | 5.6 | 2.7e-08 | -0.77 | 0.62 | 0.36 | FALSE |
16 | GTEx | Esophagus Muscularis | REEP1 | 0.06 | 0.02 | lasso | 1 | 0.03 | 5.1e-03 | -5.2 | -5.2 | 1.8e-07 | 0.83 | 0.18 | 0.48 | FALSE |
17 | GTEx | Heart Atrial Appendage | MRPL35 | 0.21 | 0.16 | lasso | 2 | 0.13 | 1.4e-06 | -7.2 | 6.8 | 1.4e-11 | -0.92 | 0.01 | 0.98 | FALSE |
18 | GTEx | Heart Left Ventricle | MRPL35 | 0.10 | 0.08 | enet | 12 | 0.10 | 9.4e-06 | -7.2 | 5.7 | 1.4e-08 | -0.66 | 0.02 | 0.96 | FALSE |
19 | GTEx | Lung | REEP1 | 0.15 | 0.06 | enet | 34 | 0.14 | 1.2e-10 | -5.2 | -6.0 | 1.9e-09 | 0.69 | 0.01 | 0.99 | FALSE |
20 | GTEx | Lung | IMMT | 0.18 | 0.20 | enet | 23 | 0.20 | 4.0e-15 | 4.3 | -5.6 | 1.8e-08 | 0.83 | 0.88 | 0.12 | FALSE |
21 | GTEx | Ovary | MRPL35 | 0.17 | 0.04 | enet | 15 | 0.07 | 1.0e-02 | 2.0 | 5.8 | 5.2e-09 | -0.46 | 0.12 | 0.19 | FALSE |
22 | GTEx | Pancreas | IMMT | 0.18 | 0.13 | lasso | 2 | 0.15 | 6.5e-07 | -4.5 | -5.8 | 5.4e-09 | 0.85 | 0.05 | 0.95 | FALSE |
23 | GTEx | Stomach | MRPL35 | 0.40 | 0.10 | enet | 29 | 0.14 | 5.0e-07 | -4.4 | 5.5 | 3.2e-08 | -0.67 | 0.04 | 0.95 | FALSE |
24 | GTEx | Thyroid | IMMT | 0.11 | 0.09 | lasso | 13 | 0.11 | 6.9e-09 | -4.7 | -5.9 | 3.0e-09 | 0.87 | 0.07 | 0.93 | FALSE |
25 | GTEx | Whole Blood | IMMT | 0.06 | 0.05 | enet | 26 | 0.06 | 1.9e-06 | 4.3 | -5.2 | 2.0e-07 | 0.76 | 0.62 | 0.38 | FALSE |
26 | NTR | Blood | IMMT | 0.04 | 0.05 | lasso | 4 | 0.05 | 2.3e-15 | 5.5 | -5.2 | 2.0e-07 | 0.76 | 0.99 | 0.01 | FALSE |
27 | ROSMAP | Brain Pre-frontal Cortex | REEP1 | 0.11 | 0.12 | lasso | 11 | 0.14 | 3.7e-17 | -7.2 | 6.8 | 1.0e-11 | -0.93 | 0.01 | 0.99 | FALSE |
28 | ROSMAP | Brain Pre-frontal Cortex | AC105053.4 | 0.10 | 0.08 | lasso | 6 | 0.11 | 7.0e-14 | -5.4 | 7.0 | 2.6e-12 | -0.65 | 0.60 | 0.40 | FALSE |
29 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MRPL35 | 0.04 | 0.02 | enet | 7 | 0.02 | 1.6e-04 | -7.2 | 7.7 | 1.8e-14 | -0.88 | 0.01 | 0.98 | TRUE |
30 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | IMMT | 0.03 | 0.03 | blup | 81 | 0.03 | 2.8e-04 | -4.5 | -5.2 | 1.9e-07 | 0.81 | 0.09 | 0.82 | FALSE |
31 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | POLR1A | 0.07 | 0.00 | lasso | 4 | 0.01 | 2.1e-02 | 3.2 | -5.4 | 5.4e-08 | 0.55 | 0.01 | 0.44 | FALSE |
32 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MRPL35 | 0.11 | 0.05 | lasso | 5 | 0.05 | 1.5e-06 | -7.2 | 7.6 | 3.9e-14 | -0.97 | 0.01 | 0.99 | FALSE |
33 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ATOH8 | 0.06 | 0.00 | blup | 84 | 0.04 | 6.4e-05 | 4.1 | -5.6 | 2.5e-08 | 0.00 | 0.04 | 0.26 | TRUE |
34 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | MRPL35 | 0.08 | 0.04 | lasso | 3 | 0.05 | 3.1e-03 | -7.1 | 6.8 | 9.2e-12 | -0.93 | 0.03 | 0.83 | FALSE |
35 | The Cancer Genome Atlas | Prostate Adenocarcinoma | IMMT | 0.10 | 0.06 | lasso | 4 | 0.07 | 2.2e-07 | -4.5 | -5.7 | 1.1e-08 | 0.84 | 0.08 | 0.92 | FALSE |
36 | The Cancer Genome Atlas | Stomach Adenocarcinoma | IMMT | 0.10 | 0.06 | lasso | 4 | 0.08 | 1.5e-06 | -5.7 | -5.5 | 4.0e-08 | 0.77 | 0.06 | 0.93 | FALSE |
37 | The Cancer Genome Atlas | Thyroid Carcinoma | IMMT | 0.11 | 0.12 | enet | 23 | 0.12 | 1.7e-11 | -4.5 | -6.3 | 3.8e-10 | 0.89 | 0.10 | 0.90 | FALSE |