Best TWAS P=1.67e-14 · Best GWAS P=3.08e-14 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 | ORMDL3 | 0.09 | 0.08 | enet | 10 | 0.06 | 4.2e-08 | 7.21 | 6.0 | 1.7e-09 | 0.87 | 0.06 | 0.94 | FALSE |
2 | GTEx | Brain Nucleus accumbens basal ganglia | RAPGEFL1 | 0.16 | 0.06 | lasso | 4 | 0.07 | 7.7e-03 | -7.02 | -6.5 | 6.7e-11 | -0.80 | 0.05 | 0.62 | FALSE |
3 | GTEx | Breast Mammary Tissue | ORMDL3 | 0.17 | 0.04 | enet | 27 | 0.06 | 7.2e-04 | -4.81 | -5.8 | 6.3e-09 | -0.75 | 0.02 | 0.96 | FALSE |
4 | GTEx | Cells Transformed fibroblasts | ORMDL3 | 0.24 | 0.09 | enet | 21 | 0.07 | 7.8e-06 | 7.21 | 5.8 | 5.7e-09 | 0.82 | 0.08 | 0.92 | FALSE |
5 | GTEx | Colon Transverse | GSDMB | 0.14 | 0.11 | enet | 18 | 0.12 | 2.0e-06 | -7.50 | 7.3 | 3.0e-13 | 0.92 | 0.02 | 0.98 | FALSE |
6 | GTEx | Colon Transverse | PGAP3 | 0.24 | 0.20 | enet | 19 | 0.20 | 8.3e-10 | 4.63 | 5.4 | 6.6e-08 | 0.55 | 0.99 | 0.01 | FALSE |
7 | GTEx | Esophagus Mucosa | GSDMB | 0.06 | 0.04 | lasso | 3 | 0.03 | 4.7e-03 | 5.66 | 6.5 | 1.2e-10 | 0.76 | 0.05 | 0.80 | FALSE |
8 | GTEx | Esophagus Mucosa | ORMDL3 | 0.09 | 0.01 | enet | 20 | 0.00 | 1.8e-01 | 4.45 | 5.9 | 3.7e-09 | 0.63 | 0.06 | 0.48 | FALSE |
9 | GTEx | Esophagus Muscularis | PGAP3 | 0.11 | 0.08 | enet | 10 | 0.10 | 1.1e-06 | 4.63 | 5.5 | 3.6e-08 | 0.65 | 0.66 | 0.32 | FALSE |
10 | GTEx | Heart Atrial Appendage | PPP1R1B | 0.09 | 0.04 | enet | 10 | 0.08 | 2.2e-04 | 5.96 | 6.9 | 7.0e-12 | 0.82 | 0.08 | 0.85 | FALSE |
11 | GTEx | Heart Atrial Appendage | PNMT | 0.14 | -0.01 | lasso | 8 | 0.00 | 5.3e-01 | -7.02 | 6.5 | 6.6e-11 | 0.82 | 0.10 | 0.55 | FALSE |
12 | GTEx | Liver | PGAP3 | 0.27 | 0.17 | lasso | 4 | 0.13 | 1.7e-04 | 4.95 | 5.5 | 3.7e-08 | 0.64 | 0.48 | 0.34 | FALSE |
13 | GTEx | Lung | GSDMB | 0.07 | 0.07 | lasso | 4 | 0.05 | 1.5e-04 | 7.21 | 7.3 | 2.4e-13 | 0.93 | 0.04 | 0.93 | FALSE |
14 | GTEx | Lung | ORMDL3 | 0.16 | 0.13 | enet | 15 | 0.14 | 1.6e-10 | 7.30 | 6.9 | 6.0e-12 | 0.92 | 0.04 | 0.96 | FALSE |
15 | GTEx | Muscle Skeletal | PGAP3 | 0.04 | 0.03 | lasso | 5 | 0.04 | 1.3e-04 | 4.65 | 5.3 | 1.1e-07 | 0.55 | 0.63 | 0.07 | FALSE |
16 | GTEx | Pancreas | PGAP3 | 0.37 | 0.25 | lasso | 6 | 0.21 | 1.9e-09 | 4.95 | 5.9 | 3.4e-09 | 0.67 | 0.90 | 0.10 | FALSE |
17 | GTEx | Prostate | PGAP3 | 0.23 | 0.03 | enet | 26 | 0.06 | 1.6e-02 | 4.64 | 5.3 | 1.0e-07 | 0.56 | 0.18 | 0.25 | FALSE |
18 | GTEx | Skin Sun Exposed Lower leg | ERBB2 | 0.10 | 0.01 | enet | 8 | 0.01 | 3.5e-02 | 4.96 | 6.6 | 4.9e-11 | 0.78 | 0.11 | 0.73 | FALSE |
19 | GTEx | Spleen | GSDMB | 0.50 | 0.45 | enet | 14 | 0.43 | 1.9e-12 | 7.20 | 7.0 | 1.8e-12 | 0.93 | 0.07 | 0.93 | FALSE |
20 | GTEx | Spleen | ORMDL3 | 0.40 | 0.44 | enet | 11 | 0.39 | 5.7e-11 | 7.20 | 7.3 | 2.7e-13 | 0.95 | 0.07 | 0.93 | FALSE |
21 | GTEx | Thyroid | PGAP3 | 0.19 | 0.21 | lasso | 10 | 0.24 | 3.5e-18 | 4.98 | 5.7 | 1.4e-08 | 0.68 | 1.00 | 0.00 | FALSE |
22 | GTEx | Whole Blood | GSDMB | 0.15 | 0.10 | lasso | 4 | 0.10 | 4.5e-09 | 7.30 | 7.5 | 9.0e-14 | 0.98 | 0.04 | 0.96 | FALSE |
23 | GTEx | Whole Blood | ORMDL3 | 0.18 | 0.12 | lasso | 5 | 0.14 | 1.8e-12 | 7.21 | 7.3 | 3.0e-13 | 0.93 | 0.05 | 0.95 | FALSE |
24 | METSIM | Adipose | GSDMA | 0.14 | 0.16 | lasso | 7 | 0.17 | 2.6e-24 | 5.66 | -5.4 | 8.3e-08 | -0.62 | 1.00 | 0.00 | FALSE |
25 | METSIM | Adipose | RP11-387H17.4 | 0.04 | 0.00 | bslmm | 286 | 0.01 | 8.4e-03 | 0.67 | -5.8 | 8.0e-09 | -0.71 | 0.03 | 0.67 | FALSE |
26 | NTR | Blood | GSDMB | 0.09 | 0.10 | enet | 16 | 0.12 | 3.8e-36 | 6.92 | 7.0 | 3.7e-12 | 0.91 | 0.06 | 0.94 | FALSE |
27 | NTR | Blood | IKZF3 | 0.04 | 0.03 | blup | 319 | 0.02 | 1.5e-08 | -7.05 | -6.7 | 1.7e-11 | -0.85 | 0.04 | 0.96 | FALSE |
28 | NTR | Blood | ORMDL3 | 0.10 | 0.10 | enet | 24 | 0.12 | 4.4e-36 | -7.22 | 6.8 | 8.0e-12 | 0.89 | 0.02 | 0.98 | FALSE |
29 | YFS | Blood | GSDMB | 0.36 | 0.41 | lasso | 12 | 0.49 | 4.0e-186 | 7.31 | 7.1 | 1.5e-12 | 0.93 | 0.04 | 0.96 | FALSE |
30 | YFS | Blood | ORMDL3 | 0.31 | 0.36 | lasso | 9 | 0.45 | 2.2e-165 | 7.31 | 6.8 | 7.7e-12 | 0.90 | 0.04 | 0.96 | FALSE |
31 | The Cancer Genome Atlas | Colon Adenocarcinoma | GSDMB | 0.10 | 0.15 | blup | 40 | 0.14 | 1.2e-08 | -7.23 | 7.5 | 8.1e-14 | 0.93 | 0.02 | 0.98 | FALSE |
32 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ORMDL3 | 0.01 | 0.01 | blup | 36 | 0.00 | 8.5e-02 | -7.23 | 7.2 | 5.2e-13 | 0.93 | 0.02 | 0.61 | FALSE |
33 | The Cancer Genome Atlas | Brain Lower Grade Glioma | GSDMB | 0.06 | 0.05 | enet | 7 | 0.05 | 2.2e-06 | 7.49 | 7.3 | 3.7e-13 | 0.99 | 0.01 | 0.98 | FALSE |
34 | The Cancer Genome Atlas | Lung Adenocarcinoma | GSDMB | 0.05 | 0.07 | blup | 39 | 0.05 | 1.4e-06 | 7.45 | 7.2 | 4.1e-13 | 0.97 | 0.02 | 0.98 | FALSE |
35 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | GSDMB | 0.02 | 0.01 | blup | 39 | 0.01 | 1.5e-02 | 7.45 | 7.6 | 3.5e-14 | 0.96 | 0.01 | 0.90 | FALSE |
36 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ORMDL3 | 0.03 | 0.04 | lasso | 2 | 0.04 | 2.9e-05 | -7.50 | 7.7 | 1.7e-14 | 0.97 | 0.01 | 0.99 | TRUE |
37 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | GSDMB | 0.14 | 0.16 | lasso | 4 | 0.14 | 2.4e-06 | -7.22 | 7.2 | 5.6e-13 | 0.91 | 0.02 | 0.98 | FALSE |
38 | The Cancer Genome Atlas | Rectum Adenocarcinoma | GSDMB | 0.14 | 0.09 | blup | 39 | 0.17 | 7.0e-05 | -6.62 | 7.3 | 2.6e-13 | 0.94 | 0.02 | 0.90 | FALSE |
39 | The Cancer Genome Atlas | Rectum Adenocarcinoma | PGAP3 | 0.20 | 0.14 | blup | 38 | 0.16 | 1.4e-04 | 4.63 | 5.3 | 1.4e-07 | 0.65 | 0.02 | 0.63 | FALSE |
40 | The Cancer Genome Atlas | Stomach Adenocarcinoma | GSDMB | 0.06 | 0.08 | enet | 7 | 0.08 | 1.1e-06 | 7.27 | 7.6 | 4.0e-14 | 0.96 | 0.01 | 0.99 | FALSE |
41 | The Cancer Genome Atlas | Stomach Adenocarcinoma | IKZF3 | 0.03 | 0.01 | blup | 43 | 0.02 | 1.3e-02 | 7.31 | -6.0 | 1.4e-09 | -0.85 | 0.01 | 0.67 | FALSE |
42 | The Cancer Genome Atlas | Stomach Adenocarcinoma | ZPBP2 | 0.08 | 0.09 | enet | 5 | 0.10 | 6.1e-08 | 7.59 | -7.4 | 1.0e-13 | -0.99 | 0.01 | 0.99 | FALSE |
43 | The Cancer Genome Atlas | Thyroid Carcinoma | GSDMB | 0.08 | 0.08 | blup | 40 | 0.09 | 6.6e-09 | 7.49 | 7.1 | 1.0e-12 | 0.92 | 0.01 | 0.99 | FALSE |
44 | The Cancer Genome Atlas | Thyroid Carcinoma | ORMDL3 | 0.08 | 0.13 | blup | 37 | 0.15 | 3.8e-14 | 7.21 | 7.3 | 3.1e-13 | 0.96 | 0.02 | 0.98 | FALSE |