Best TWAS P=8.01e-17 · Best GWAS P=4.35e-17 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 | TRMT61A | 0.06 | 0.03 | lasso | 3 | 0.04 | 6.6e-06 | 3.9 | -6.5 | 1.1e-10 | 0.79 | 0.03 | 0.96 | FALSE |
2 | GTEx | Adipose Subcutaneous | MARK3 | 0.12 | 0.05 | lasso | 3 | 0.06 | 2.5e-05 | -8.4 | -8.0 | 1.8e-15 | 0.93 | 0.01 | 0.98 | FALSE |
3 | GTEx | Artery Aorta | TRMT61A | 0.14 | 0.07 | lasso | 5 | 0.12 | 6.4e-07 | -8.3 | -8.1 | 6.0e-16 | 0.84 | 0.02 | 0.98 | FALSE |
4 | GTEx | Artery Tibial | TRMT61A | 0.07 | 0.07 | lasso | 3 | 0.06 | 2.4e-05 | -8.3 | -7.9 | 3.9e-15 | 0.96 | 0.02 | 0.98 | FALSE |
5 | GTEx | Brain Frontal Cortex BA9 | APOPT1 | 0.17 | 0.07 | lasso | 3 | 0.08 | 4.6e-03 | 4.2 | -5.2 | 1.7e-07 | 0.68 | 0.11 | 0.44 | FALSE |
6 | GTEx | Breast Mammary Tissue | MARK3 | 0.12 | 0.11 | lasso | 2 | 0.08 | 3.9e-05 | -8.3 | -8.3 | 8.9e-17 | 0.98 | 0.01 | 0.98 | FALSE |
7 | GTEx | Breast Mammary Tissue (Male) | MARK3 | 0.08 | 0.00 | enet | 9 | -0.01 | 7.2e-01 | -8.3 | -7.4 | 1.4e-13 | 0.85 | 0.02 | 0.46 | FALSE |
8 | GTEx | Lung | MARK3 | 0.06 | 0.02 | lasso | 3 | 0.01 | 6.6e-02 | -8.3 | -7.9 | 3.7e-15 | 0.96 | 0.02 | 0.97 | FALSE |
9 | GTEx | Lung | CKB | 0.07 | 0.01 | lasso | 2 | 0.01 | 3.4e-02 | -5.0 | -7.2 | 6.4e-13 | 0.91 | 0.02 | 0.94 | FALSE |
10 | GTEx | Muscle Skeletal | ZFYVE21 | 0.10 | 0.05 | lasso | 2 | 0.03 | 3.3e-04 | -5.1 | 5.4 | 5.4e-08 | -0.69 | 0.58 | 0.11 | FALSE |
11 | GTEx | Muscle Skeletal | APOPT1 | 0.14 | 0.21 | enet | 10 | 0.22 | 6.7e-21 | -4.9 | 5.6 | 2.2e-08 | -0.77 | 1.00 | 0.00 | FALSE |
12 | GTEx | Pituitary | MARK3 | 0.21 | 0.27 | enet | 8 | 0.25 | 4.9e-07 | -8.3 | -8.1 | 4.9e-16 | 0.98 | 0.02 | 0.97 | FALSE |
13 | GTEx | Prostate | MARK3 | 0.18 | 0.22 | enet | 11 | 0.20 | 8.0e-06 | -8.3 | -8.1 | 7.4e-16 | 0.97 | 0.02 | 0.97 | FALSE |
14 | GTEx | Skin Not Sun Exposed Suprapubic | MARK3 | 0.16 | 0.10 | lasso | 3 | 0.10 | 6.7e-06 | -8.3 | -8.0 | 1.2e-15 | 0.95 | 0.01 | 0.99 | FALSE |
15 | GTEx | Skin Not Sun Exposed Suprapubic | CKB | 0.28 | 0.26 | lasso | 4 | 0.25 | 6.4e-14 | -5.2 | -5.3 | 1.1e-07 | 0.69 | 0.98 | 0.02 | FALSE |
16 | GTEx | Skin Sun Exposed Lower leg | MARK3 | 0.10 | 0.09 | enet | 13 | 0.08 | 7.5e-07 | -8.4 | -7.9 | 2.6e-15 | 0.93 | 0.01 | 0.99 | FALSE |
17 | GTEx | Skin Sun Exposed Lower leg | CKB | 0.43 | 0.32 | enet | 16 | 0.34 | 5.9e-29 | -5.2 | -5.8 | 6.0e-09 | 0.74 | 1.00 | 0.00 | FALSE |
18 | GTEx | Stomach | MARK3 | 0.10 | 0.09 | lasso | 2 | 0.04 | 4.5e-03 | -8.3 | -8.3 | 8.0e-17 | 0.98 | 0.02 | 0.96 | TRUE |
19 | GTEx | Stomach | TRMT61A | 0.12 | 0.11 | lasso | 5 | 0.08 | 1.2e-04 | -8.3 | -8.3 | 8.7e-17 | 0.98 | 0.02 | 0.97 | FALSE |
20 | GTEx | Testis | APOPT1 | 0.13 | 0.07 | enet | 21 | 0.12 | 8.4e-06 | 3.3 | 5.2 | 2.7e-07 | -0.70 | 0.20 | 0.70 | FALSE |
21 | GTEx | Thyroid | MARK3 | 0.38 | 0.48 | lasso | 4 | 0.48 | 2.8e-41 | -8.3 | -8.3 | 9.2e-17 | 0.98 | 0.01 | 0.99 | FALSE |
22 | NTR | Blood | BAG5 | 0.02 | 0.00 | lasso | 5 | 0.01 | 6.3e-03 | -4.9 | 5.3 | 1.1e-07 | -0.76 | 0.20 | 0.57 | FALSE |
23 | YFS | Blood | KLC1 | 0.01 | 0.01 | blup | 389 | 0.01 | 1.0e-03 | -5.2 | 5.9 | 4.0e-09 | -0.77 | 0.13 | 0.65 | FALSE |
24 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C14orf153 | 0.05 | 0.02 | lasso | 4 | 0.02 | 8.0e-05 | -4.9 | -5.3 | 1.2e-07 | 0.77 | 0.09 | 0.88 | FALSE |
25 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CKB | 0.06 | 0.03 | lasso | 3 | 0.03 | 2.5e-06 | -5.2 | -5.2 | 2.0e-07 | 0.70 | 0.37 | 0.55 | FALSE |
26 | The Cancer Genome Atlas | Colon Adenocarcinoma | C14orf153 | 0.07 | 0.05 | lasso | 4 | 0.04 | 1.5e-03 | -5.5 | -5.3 | 1.0e-07 | 0.73 | 0.04 | 0.46 | FALSE |
27 | The Cancer Genome Atlas | Glioblastoma Multiforme | C14orf153 | 0.14 | 0.01 | blup | 40 | 0.03 | 3.5e-02 | -4.9 | -6.2 | 5.2e-10 | 0.84 | 0.01 | 0.52 | FALSE |
28 | The Cancer Genome Atlas | Glioblastoma Multiforme | MARK3 | 0.12 | 0.05 | blup | 64 | 0.07 | 3.3e-03 | -8.3 | -8.3 | 9.7e-17 | 0.93 | 0.01 | 0.63 | FALSE |
29 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | BAG5 | 0.06 | 0.02 | blup | 30 | 0.03 | 1.4e-04 | 2.7 | -5.8 | 8.6e-09 | 0.70 | 0.03 | 0.93 | FALSE |
30 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MARK3 | 0.07 | 0.03 | blup | 64 | 0.06 | 5.5e-07 | -5.2 | -6.2 | 5.0e-10 | 0.79 | 0.03 | 0.96 | FALSE |
31 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C14orf153 | 0.04 | 0.01 | blup | 38 | 0.03 | 6.2e-04 | 2.8 | -5.4 | 7.7e-08 | 0.69 | 0.09 | 0.14 | FALSE |
32 | The Cancer Genome Atlas | Lung Adenocarcinoma | C14orf153 | 0.06 | 0.02 | blup | 38 | 0.04 | 2.4e-05 | -4.9 | -5.8 | 8.4e-09 | 0.75 | 0.04 | 0.84 | FALSE |
33 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C14orf153 | 0.05 | 0.05 | blup | 40 | 0.04 | 8.6e-06 | -5.5 | -5.9 | 3.4e-09 | 0.79 | 0.35 | 0.57 | FALSE |
34 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | CKB | 0.03 | 0.00 | blup | 34 | 0.02 | 1.4e-03 | 2.5 | -6.1 | 1.0e-09 | 0.78 | 0.02 | 0.65 | FALSE |
35 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TRMT61A | 0.02 | 0.00 | blup | 34 | 0.01 | 6.2e-02 | 3.1 | -6.7 | 3.0e-11 | 0.81 | 0.01 | 0.73 | FALSE |
36 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | BAG5 | 0.08 | 0.09 | lasso | 2 | 0.08 | 3.7e-04 | -8.3 | -8.3 | 1.1e-16 | 0.98 | 0.00 | 0.97 | FALSE |
37 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | C14orf153 | 0.11 | 0.11 | lasso | 3 | 0.10 | 1.1e-04 | -5.5 | -5.5 | 4.7e-08 | 0.74 | 0.07 | 0.70 | FALSE |
38 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C14orf153 | 0.09 | 0.08 | blup | 38 | 0.09 | 6.2e-10 | -5.5 | -6.6 | 3.9e-11 | 0.83 | 0.06 | 0.94 | FALSE |
39 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MARK3 | 0.07 | 0.06 | enet | 7 | 0.08 | 1.0e-08 | -5.2 | -6.9 | 4.9e-12 | 0.86 | 0.04 | 0.96 | FALSE |
40 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TRMT61A | 0.03 | 0.01 | blup | 32 | 0.01 | 1.4e-02 | -8.3 | -7.4 | 1.7e-13 | 0.85 | 0.00 | 0.68 | FALSE |
41 | The Cancer Genome Atlas | Rectum Adenocarcinoma | BAG5 | 0.17 | -0.01 | blup | 32 | 0.02 | 1.3e-01 | 3.9 | -6.0 | 1.6e-09 | 0.78 | 0.01 | 0.47 | FALSE |
42 | The Cancer Genome Atlas | Stomach Adenocarcinoma | C14orf153 | 0.20 | 0.05 | lasso | 2 | 0.04 | 8.8e-04 | 4.2 | -5.2 | 1.5e-07 | 0.65 | 0.02 | 0.70 | FALSE |
43 | The Cancer Genome Atlas | Thyroid Carcinoma | MARK3 | 0.10 | 0.03 | blup | 61 | 0.03 | 4.0e-04 | -5.2 | -5.2 | 1.8e-07 | 0.68 | 0.01 | 0.60 | FALSE |