Best TWAS P=1.92e-14 · Best GWAS P=2.57e-13 conditioned to 0.0568
# | 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 | 7.1 | 6.8 | 1.1e-11 | 0.84 | 0.02 | 0.98 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | PNMT | 0.05 | 0.00 | bslmm | 327 | 0.00 | 8.2e-02 | 5.3 | -5.7 | 1.0e-08 | -0.50 | 0.06 | 0.06 | FALSE |
3 | GTEx | Brain Nucleus accumbens basal ganglia | RAPGEFL1 | 0.16 | 0.06 | lasso | 4 | 0.07 | 7.7e-03 | -6.4 | -7.7 | 1.9e-14 | -0.81 | 0.04 | 0.75 | TRUE |
4 | GTEx | Breast Mammary Tissue | PGAP3 | 0.10 | 0.07 | lasso | 4 | 0.07 | 1.5e-04 | 5.1 | 5.5 | 4.6e-08 | 0.58 | 0.20 | 0.34 | FALSE |
5 | GTEx | Breast Mammary Tissue | ORMDL3 | 0.17 | 0.04 | enet | 27 | 0.06 | 7.2e-04 | -5.6 | -5.5 | 4.4e-08 | -0.72 | 0.06 | 0.88 | FALSE |
6 | GTEx | Breast Mammary Tissue (Female) | PGAP3 | 0.10 | -0.01 | enet | 18 | 0.01 | 2.0e-01 | 4.9 | 5.4 | 6.2e-08 | 0.52 | 0.06 | 0.23 | FALSE |
7 | GTEx | Cells Transformed fibroblasts | GSDMB | 0.11 | 0.02 | enet | 18 | 0.06 | 4.9e-05 | 7.1 | 7.2 | 4.0e-13 | 0.75 | 0.01 | 0.98 | FALSE |
8 | GTEx | Cells Transformed fibroblasts | ORMDL3 | 0.24 | 0.09 | enet | 21 | 0.07 | 7.8e-06 | 7.1 | 7.3 | 3.1e-13 | 0.81 | 0.01 | 0.99 | FALSE |
9 | GTEx | Colon Transverse | GSDMB | 0.14 | 0.11 | enet | 18 | 0.12 | 2.0e-06 | -6.2 | 6.9 | 4.2e-12 | 0.88 | 0.02 | 0.98 | FALSE |
10 | GTEx | Colon Transverse | PGAP3 | 0.24 | 0.20 | enet | 19 | 0.20 | 8.3e-10 | 4.9 | 5.5 | 2.9e-08 | 0.60 | 0.99 | 0.01 | FALSE |
11 | GTEx | Esophagus Mucosa | GSDMB | 0.06 | 0.04 | lasso | 3 | 0.03 | 4.7e-03 | 5.5 | 6.2 | 5.9e-10 | 0.73 | 0.03 | 0.89 | FALSE |
12 | GTEx | Esophagus Mucosa | ORMDL3 | 0.09 | 0.01 | enet | 20 | 0.00 | 1.8e-01 | 5.3 | 6.2 | 4.5e-10 | 0.64 | 0.02 | 0.79 | FALSE |
13 | GTEx | Esophagus Muscularis | PGAP3 | 0.11 | 0.08 | enet | 10 | 0.10 | 1.1e-06 | 4.9 | 5.3 | 8.6e-08 | 0.68 | 0.63 | 0.35 | FALSE |
14 | GTEx | Heart Atrial Appendage | PPP1R1B | 0.09 | 0.04 | enet | 10 | 0.08 | 2.2e-04 | 5.7 | 6.6 | 4.9e-11 | 0.82 | 0.05 | 0.91 | FALSE |
15 | GTEx | Heart Atrial Appendage | PNMT | 0.14 | -0.01 | lasso | 8 | 0.00 | 5.3e-01 | -6.4 | 5.6 | 2.2e-08 | 0.85 | 0.12 | 0.41 | FALSE |
16 | GTEx | Liver | PGAP3 | 0.27 | 0.17 | lasso | 4 | 0.13 | 1.7e-04 | 4.9 | 5.7 | 1.0e-08 | 0.67 | 0.46 | 0.37 | FALSE |
17 | GTEx | Lung | GSDMB | 0.07 | 0.07 | lasso | 4 | 0.05 | 1.5e-04 | 7.1 | 7.6 | 3.2e-14 | 0.91 | 0.02 | 0.97 | FALSE |
18 | GTEx | Lung | ORMDL3 | 0.16 | 0.13 | enet | 15 | 0.14 | 1.6e-10 | 7.1 | 7.2 | 6.6e-13 | 0.91 | 0.02 | 0.98 | FALSE |
19 | GTEx | Muscle Skeletal | PGAP3 | 0.04 | 0.03 | lasso | 5 | 0.04 | 1.3e-04 | 4.9 | 6.3 | 3.8e-10 | 0.57 | 0.65 | 0.05 | FALSE |
20 | GTEx | Nerve Tibial | PGAP3 | 0.19 | 0.11 | lasso | 5 | 0.12 | 1.1e-08 | 4.9 | 5.5 | 4.1e-08 | 0.56 | 0.98 | 0.02 | FALSE |
21 | GTEx | Pancreas | PGAP3 | 0.37 | 0.25 | lasso | 6 | 0.21 | 1.9e-09 | 4.9 | 5.7 | 1.1e-08 | 0.72 | 0.77 | 0.23 | FALSE |
22 | GTEx | Pituitary | MED24 | 0.37 | 0.28 | lasso | 3 | 0.21 | 6.1e-06 | 6.1 | -6.1 | 1.2e-09 | -0.27 | 0.47 | 0.04 | FALSE |
23 | GTEx | Pituitary | MSL1 | 0.40 | 0.27 | lasso | 7 | 0.24 | 1.3e-06 | 4.3 | -5.3 | 9.9e-08 | -0.24 | 0.22 | 0.15 | FALSE |
24 | GTEx | Prostate | PGAP3 | 0.23 | 0.03 | enet | 26 | 0.06 | 1.6e-02 | 4.9 | 5.9 | 3.7e-09 | 0.58 | 0.20 | 0.18 | FALSE |
25 | GTEx | Skin Sun Exposed Lower leg | ERBB2 | 0.10 | 0.01 | enet | 8 | 0.01 | 3.5e-02 | 4.3 | 5.7 | 1.0e-08 | 0.81 | 0.17 | 0.57 | FALSE |
26 | GTEx | Spleen | MED24 | 0.35 | 0.21 | lasso | 6 | 0.24 | 6.5e-07 | 4.8 | -5.3 | 1.1e-07 | -0.24 | 0.68 | 0.03 | FALSE |
27 | GTEx | Spleen | GSDMB | 0.50 | 0.45 | enet | 14 | 0.43 | 1.9e-12 | 7.1 | 6.8 | 7.8e-12 | 0.90 | 0.02 | 0.98 | FALSE |
28 | GTEx | Spleen | ORMDL3 | 0.40 | 0.44 | enet | 11 | 0.39 | 5.7e-11 | 7.1 | 7.4 | 1.8e-13 | 0.92 | 0.02 | 0.98 | FALSE |
29 | GTEx | Testis | MSL1 | 0.23 | 0.05 | enet | 9 | 0.15 | 2.9e-07 | 4.2 | -5.2 | 1.6e-07 | -0.39 | 0.29 | 0.20 | FALSE |
30 | GTEx | Thyroid | THRA | 0.06 | 0.01 | lasso | 4 | 0.00 | 3.5e-01 | -4.3 | 5.2 | 1.8e-07 | 0.25 | 0.05 | 0.48 | FALSE |
31 | GTEx | Thyroid | PGAP3 | 0.19 | 0.21 | lasso | 10 | 0.24 | 3.5e-18 | 4.6 | 5.5 | 4.5e-08 | 0.72 | 1.00 | 0.00 | FALSE |
32 | GTEx | Thyroid | RP11-690G19.3 | 0.04 | 0.03 | enet | 6 | 0.02 | 1.5e-02 | 5.6 | -5.3 | 1.0e-07 | -0.61 | 0.01 | 0.96 | FALSE |
33 | GTEx | Whole Blood | GSDMB | 0.15 | 0.10 | lasso | 4 | 0.10 | 4.5e-09 | 7.1 | 6.8 | 7.7e-12 | 0.96 | 0.02 | 0.98 | FALSE |
34 | GTEx | Whole Blood | ORMDL3 | 0.18 | 0.12 | lasso | 5 | 0.14 | 1.8e-12 | 7.1 | 6.9 | 4.5e-12 | 0.89 | 0.04 | 0.96 | FALSE |
35 | METSIM | Adipose | GSDMA | 0.14 | 0.16 | lasso | 7 | 0.17 | 2.6e-24 | 5.5 | -5.8 | 7.3e-09 | -0.58 | 1.00 | 0.00 | FALSE |
36 | METSIM | Adipose | RP11-387H17.4 | 0.04 | 0.00 | bslmm | 286 | 0.01 | 8.4e-03 | 1.3 | -5.2 | 1.9e-07 | -0.69 | 0.03 | 0.68 | FALSE |
37 | NTR | Blood | GSDMB | 0.09 | 0.10 | enet | 16 | 0.12 | 3.8e-36 | 7.2 | 6.7 | 2.2e-11 | 0.92 | 0.01 | 0.99 | FALSE |
38 | NTR | Blood | IKZF3 | 0.04 | 0.03 | blup | 319 | 0.02 | 1.5e-08 | -6.5 | -7.6 | 4.0e-14 | -0.85 | 0.05 | 0.95 | FALSE |
39 | NTR | Blood | ORMDL3 | 0.10 | 0.10 | enet | 24 | 0.12 | 4.4e-36 | -6.3 | 5.7 | 1.2e-08 | 0.88 | 0.03 | 0.97 | FALSE |
40 | YFS | Blood | GSDMB | 0.36 | 0.41 | lasso | 12 | 0.49 | 4.0e-186 | 7.1 | 6.4 | 1.7e-10 | 0.89 | 0.02 | 0.98 | FALSE |
41 | YFS | Blood | ORMDL3 | 0.31 | 0.36 | lasso | 9 | 0.45 | 2.2e-165 | 7.1 | 6.1 | 1.2e-09 | 0.86 | 0.02 | 0.98 | FALSE |
42 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PGAP3 | 0.07 | 0.12 | blup | 37 | 0.11 | 1.2e-09 | 4.9 | 5.3 | 1.2e-07 | 0.64 | 0.07 | 0.92 | FALSE |
43 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PGAP3 | 0.08 | 0.07 | blup | 41 | 0.08 | 2.7e-16 | 4.9 | 5.9 | 3.5e-09 | 0.62 | 0.06 | 0.93 | FALSE |
44 | The Cancer Genome Atlas | Breast Invasive Carcinoma | STARD3 | 0.04 | 0.01 | blup | 50 | 0.03 | 4.2e-06 | 2.7 | 5.8 | 7.4e-09 | 0.44 | 0.08 | 0.77 | FALSE |
45 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | PGAP3 | 0.04 | 0.01 | blup | 41 | 0.01 | 1.2e-01 | 4.9 | 5.2 | 2.1e-07 | 0.62 | 0.02 | 0.70 | FALSE |
46 | The Cancer Genome Atlas | Colon Adenocarcinoma | GSDMB | 0.10 | 0.15 | blup | 40 | 0.14 | 1.2e-08 | -6.3 | 6.6 | 5.4e-11 | 0.89 | 0.03 | 0.97 | FALSE |
47 | The Cancer Genome Atlas | Colon Adenocarcinoma | PGAP3 | 0.10 | 0.17 | blup | 37 | 0.17 | 6.4e-10 | 4.9 | 5.7 | 1.4e-08 | 0.65 | 0.06 | 0.93 | FALSE |
48 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ORMDL3 | 0.01 | 0.01 | blup | 36 | 0.00 | 8.5e-02 | -6.3 | 6.7 | 1.6e-11 | 0.88 | 0.02 | 0.62 | FALSE |
49 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PGAP3 | 0.12 | 0.12 | lasso | 4 | 0.13 | 5.3e-14 | 4.9 | 5.4 | 5.6e-08 | 0.57 | 0.06 | 0.94 | FALSE |
50 | The Cancer Genome Atlas | Brain Lower Grade Glioma | GSDMB | 0.06 | 0.05 | enet | 7 | 0.05 | 2.2e-06 | 7.1 | 7.2 | 6.6e-13 | 0.95 | 0.01 | 0.99 | FALSE |
51 | The Cancer Genome Atlas | Lung Adenocarcinoma | GSDMB | 0.05 | 0.07 | blup | 39 | 0.05 | 1.4e-06 | 7.1 | 7.4 | 1.8e-13 | 0.92 | 0.01 | 0.99 | FALSE |
52 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | GSDMB | 0.02 | 0.01 | blup | 39 | 0.01 | 1.5e-02 | 7.1 | 6.8 | 1.2e-11 | 0.91 | 0.02 | 0.82 | FALSE |
53 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ORMDL3 | 0.03 | 0.04 | lasso | 2 | 0.04 | 2.9e-05 | -6.2 | 6.8 | 1.0e-11 | 0.92 | 0.03 | 0.97 | FALSE |
54 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | GSDMB | 0.14 | 0.16 | lasso | 4 | 0.14 | 2.4e-06 | -6.3 | 6.2 | 4.8e-10 | 0.86 | 0.14 | 0.84 | FALSE |
55 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | PGAP3 | 0.07 | 0.10 | lasso | 2 | 0.08 | 3.7e-04 | 5.6 | 5.7 | 1.6e-08 | 0.57 | 0.00 | 0.94 | FALSE |
56 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | PGAP3 | 0.17 | 0.13 | blup | 41 | 0.10 | 6.8e-05 | 4.6 | 5.2 | 2.5e-07 | 0.66 | 0.08 | 0.82 | FALSE |
57 | The Cancer Genome Atlas | Prostate Adenocarcinoma | STARD3 | 0.05 | 0.04 | blup | 50 | 0.05 | 9.8e-06 | 4.9 | 5.2 | 2.5e-07 | 0.53 | 0.03 | 0.97 | FALSE |
58 | The Cancer Genome Atlas | Rectum Adenocarcinoma | GSDMB | 0.14 | 0.09 | blup | 39 | 0.17 | 7.0e-05 | -6.1 | 7.0 | 1.8e-12 | 0.89 | 0.02 | 0.89 | FALSE |
59 | The Cancer Genome Atlas | Rectum Adenocarcinoma | PGAP3 | 0.20 | 0.14 | blup | 38 | 0.16 | 1.4e-04 | 5.1 | 5.5 | 4.6e-08 | 0.67 | 0.02 | 0.69 | FALSE |
60 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | GSDMA | 0.23 | 0.16 | blup | 47 | 0.18 | 1.3e-05 | 4.4 | -6.0 | 2.4e-09 | -0.51 | 0.14 | 0.42 | FALSE |
61 | The Cancer Genome Atlas | Stomach Adenocarcinoma | GSDMB | 0.06 | 0.08 | enet | 7 | 0.08 | 1.1e-06 | 7.2 | 7.0 | 3.4e-12 | 0.90 | 0.02 | 0.98 | FALSE |
62 | The Cancer Genome Atlas | Stomach Adenocarcinoma | IKZF3 | 0.03 | 0.01 | blup | 43 | 0.02 | 1.3e-02 | 7.1 | -6.8 | 8.9e-12 | -0.83 | 0.01 | 0.71 | FALSE |
63 | The Cancer Genome Atlas | Stomach Adenocarcinoma | PGAP3 | 0.05 | 0.05 | lasso | 4 | 0.05 | 1.0e-04 | 4.5 | 5.6 | 1.7e-08 | 0.62 | 0.01 | 0.97 | FALSE |
64 | The Cancer Genome Atlas | Stomach Adenocarcinoma | ZPBP2 | 0.08 | 0.09 | enet | 5 | 0.10 | 6.1e-08 | 7.0 | -7.2 | 5.7e-13 | -0.93 | 0.01 | 0.99 | FALSE |
65 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | PNMT | 0.07 | 0.14 | lasso | 1 | 0.10 | 1.5e-04 | 5.6 | 5.6 | 1.6e-08 | 0.57 | 0.00 | 0.99 | FALSE |
66 | The Cancer Genome Atlas | Thyroid Carcinoma | GSDMB | 0.08 | 0.08 | blup | 40 | 0.09 | 6.6e-09 | 7.1 | 7.4 | 9.9e-14 | 0.88 | 0.01 | 0.99 | FALSE |
67 | The Cancer Genome Atlas | Thyroid Carcinoma | ORMDL3 | 0.08 | 0.13 | blup | 37 | 0.15 | 3.8e-14 | 7.1 | 7.4 | 1.3e-13 | 0.91 | 0.01 | 0.99 | FALSE |
68 | The Cancer Genome Atlas | Thyroid Carcinoma | PNMT | 0.03 | 0.05 | lasso | 4 | 0.04 | 6.2e-05 | 5.6 | 5.7 | 1.4e-08 | 0.60 | 0.00 | 0.99 | FALSE |