Best TWAS P=1.73e-37 · Best GWAS P=9.65e-36 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 | GTEx | Adipose Visceral Omentum | CCDC9 | 0.19 | 0.10 | enet | 11 | 0.11 | 3.1e-06 | -4.8 | 5.2 | 1.9e-07 | 0.02 | 0.20 | 0.77 | TRUE |
2 | GTEx | Adipose Visceral Omentum | DMWD | 0.11 | 0.13 | lasso | 2 | 0.16 | 7.3e-09 | -8.5 | -11.5 | 9.1e-31 | -0.89 | 0.01 | 0.99 | FALSE |
3 | GTEx | Artery Aorta | DMWD | 0.28 | 0.19 | lasso | 3 | 0.15 | 1.2e-08 | 12.5 | -12.2 | 3.9e-34 | -0.99 | 0.00 | 1.00 | FALSE |
4 | GTEx | Artery Tibial | DMPK | 0.12 | 0.03 | lasso | 4 | 0.03 | 3.1e-03 | -2.7 | -8.3 | 1.2e-16 | -0.70 | 0.03 | 0.95 | TRUE |
5 | GTEx | Artery Tibial | DMWD | 0.22 | 0.17 | lasso | 8 | 0.16 | 6.8e-13 | 12.5 | -12.5 | 9.0e-36 | -0.99 | 0.00 | 1.00 | FALSE |
6 | GTEx | Artery Tibial | AC074212.6 | 0.14 | 0.04 | lasso | 5 | 0.06 | 2.4e-05 | 12.1 | -10.7 | 7.6e-27 | -0.85 | 0.01 | 0.99 | FALSE |
7 | GTEx | Brain Putamen basal ganglia | PNMAL1 | 0.28 | 0.00 | lasso | 5 | 0.03 | 5.8e-02 | 5.3 | 5.7 | 1.0e-08 | -0.01 | 0.01 | 0.81 | TRUE |
8 | GTEx | Cells Transformed fibroblasts | DMPK | 0.10 | 0.07 | lasso | 6 | 0.07 | 1.0e-05 | -5.8 | -5.2 | 2.1e-07 | -0.45 | 0.87 | 0.04 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | RASIP1 | 0.19 | 0.14 | lasso | 6 | 0.20 | 6.1e-15 | -6.8 | -6.3 | 3.5e-10 | 0.04 | 0.00 | 1.00 | FALSE |
10 | GTEx | Cells Transformed fibroblasts | SYMPK | 0.18 | 0.14 | lasso | 6 | 0.13 | 7.5e-10 | -5.4 | 7.0 | 2.2e-12 | 0.37 | 1.00 | 0.00 | FALSE |
11 | GTEx | Heart Atrial Appendage | NUCB1-AS1 | 0.16 | 0.04 | lasso | 3 | 0.07 | 5.3e-04 | 6.1 | 5.4 | 5.2e-08 | -0.05 | 0.03 | 0.64 | FALSE |
12 | GTEx | Lung | DMPK | 0.10 | 0.05 | lasso | 3 | 0.05 | 5.4e-05 | -8.6 | -10.4 | 3.1e-25 | -0.77 | 0.04 | 0.95 | FALSE |
13 | GTEx | Muscle Skeletal | DMWD | 0.06 | 0.01 | lasso | 6 | 0.01 | 1.9e-02 | 12.5 | -12.8 | 1.7e-37 | -0.96 | 0.00 | 0.98 | TRUE |
14 | GTEx | Nerve Tibial | FOSB | 0.28 | 0.00 | lasso | 4 | 0.00 | 4.1e-01 | -4.8 | -5.6 | 2.5e-08 | -0.19 | 0.99 | 0.00 | FALSE |
15 | GTEx | Nerve Tibial | DMWD | 0.24 | 0.07 | lasso | 6 | 0.06 | 5.8e-05 | 12.5 | -10.2 | 1.6e-24 | -0.91 | 0.00 | 1.00 | FALSE |
16 | GTEx | Skin Not Sun Exposed Suprapubic | NTN5 | 0.19 | 0.07 | lasso | 5 | 0.08 | 2.5e-05 | -6.5 | -6.1 | 1.4e-09 | 0.04 | 0.02 | 0.98 | FALSE |
17 | GTEx | Skin Sun Exposed Lower leg | QPCTL | 0.08 | 0.00 | lasso | 4 | 0.00 | 2.1e-01 | 8.7 | -9.7 | 3.7e-22 | -0.65 | 0.02 | 0.83 | FALSE |
18 | GTEx | Skin Sun Exposed Lower leg | DMPK | 0.13 | 0.08 | lasso | 3 | 0.07 | 2.5e-06 | -8.5 | -8.6 | 1.3e-17 | -0.62 | 0.86 | 0.13 | FALSE |
19 | GTEx | Skin Sun Exposed Lower leg | NTN5 | 0.11 | 0.09 | enet | 18 | 0.05 | 6.2e-05 | -6.8 | -5.9 | 4.6e-09 | 0.04 | 0.00 | 1.00 | FALSE |
20 | GTEx | Skin Sun Exposed Lower leg | DMWD | 0.10 | 0.07 | lasso | 4 | 0.07 | 4.1e-06 | -8.5 | -8.1 | 4.4e-16 | -0.60 | 0.16 | 0.81 | FALSE |
21 | GTEx | Skin Sun Exposed Lower leg | AC074212.6 | 0.13 | 0.08 | enet | 27 | 0.08 | 7.2e-07 | -8.5 | -8.9 | 8.3e-19 | -0.56 | 0.15 | 0.85 | FALSE |
22 | GTEx | Testis | SYMPK | 0.22 | 0.21 | lasso | 1 | 0.20 | 2.9e-09 | -5.6 | -5.7 | 1.6e-08 | -0.25 | 0.97 | 0.00 | FALSE |
23 | GTEx | Testis | DMWD | 0.19 | 0.15 | lasso | 3 | 0.13 | 2.7e-06 | -8.5 | -8.5 | 2.4e-17 | -0.62 | 0.50 | 0.37 | FALSE |
24 | GTEx | Thyroid | DMPK | 0.13 | 0.11 | lasso | 2 | 0.12 | 1.3e-09 | -8.4 | -10.6 | 1.9e-26 | -0.81 | 0.04 | 0.96 | FALSE |
25 | GTEx | Thyroid | DMWD | 0.11 | 0.12 | lasso | 3 | 0.11 | 6.7e-09 | -8.6 | -11.2 | 2.9e-29 | -0.85 | 0.01 | 0.99 | FALSE |
26 | GTEx | Thyroid | AC074212.6 | 0.08 | 0.10 | lasso | 2 | 0.09 | 1.8e-07 | 12.5 | -12.5 | 8.0e-36 | -1.00 | 0.00 | 1.00 | FALSE |
27 | GTEx | Whole Blood | DMPK | 0.07 | 0.04 | lasso | 5 | 0.02 | 2.2e-03 | -8.6 | -8.4 | 3.5e-17 | -0.56 | 0.19 | 0.66 | FALSE |
28 | GTEx | Whole Blood | AC074212.6 | 0.07 | 0.04 | lasso | 3 | 0.02 | 4.2e-03 | -8.6 | -8.9 | 3.9e-19 | -0.58 | 0.14 | 0.74 | FALSE |
29 | METSIM | Adipose | SYMPK | 0.05 | 0.03 | lasso | 3 | 0.01 | 2.9e-03 | -5.6 | 5.8 | 6.7e-09 | 0.34 | 0.64 | 0.34 | TRUE |
30 | YFS | Blood | DMWD | 0.06 | 0.04 | enet | 19 | 0.05 | 3.8e-15 | -8.5 | -6.3 | 2.6e-10 | -0.46 | 1.00 | 0.00 | FALSE |
31 | YFS | Blood | PTGIR | 0.05 | 0.03 | bslmm | 345 | 0.03 | 5.2e-10 | 5.3 | -5.7 | 1.5e-08 | -0.07 | 0.00 | 1.00 | FALSE |
32 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | FUT2 | 0.05 | 0.01 | blup | 52 | 0.01 | 6.1e-02 | -4.7 | 5.3 | 1.4e-07 | -0.03 | 0.03 | 0.33 | FALSE |
33 | The Cancer Genome Atlas | Breast Invasive Carcinoma | DMWD | 0.01 | 0.00 | blup | 42 | 0.01 | 7.3e-03 | -5.6 | 11.2 | 3.8e-29 | 0.85 | 0.02 | 0.63 | FALSE |
34 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FOXA3 | 0.03 | 0.02 | blup | 53 | 0.02 | 1.9e-04 | 12.2 | -6.9 | 5.2e-12 | -0.74 | 0.00 | 0.99 | FALSE |
35 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FUT2 | 0.03 | 0.05 | blup | 54 | 0.05 | 1.9e-10 | -6.8 | 5.9 | 3.1e-09 | -0.05 | 0.01 | 0.99 | FALSE |
36 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NTN5 | 0.02 | 0.01 | enet | 11 | 0.01 | 7.6e-04 | -6.2 | -6.2 | 7.5e-10 | 0.01 | 0.01 | 0.91 | FALSE |
37 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RASIP1 | 0.02 | 0.02 | blup | 56 | 0.03 | 3.8e-07 | -6.3 | -6.0 | 2.4e-09 | 0.03 | 0.02 | 0.98 | FALSE |
38 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | FUT2 | 0.10 | 0.02 | blup | 55 | 0.06 | 6.8e-04 | -6.2 | 6.1 | 8.1e-10 | -0.03 | 0.01 | 0.98 | FALSE |
39 | The Cancer Genome Atlas | Colon Adenocarcinoma | FUT2 | 0.18 | 0.22 | enet | 12 | 0.18 | 6.8e-11 | -6.5 | 6.7 | 2.5e-11 | -0.05 | 0.02 | 0.98 | FALSE |
40 | The Cancer Genome Atlas | Colon Adenocarcinoma | SEC1 | 0.05 | 0.04 | enet | 11 | 0.01 | 8.5e-02 | -6.6 | 6.0 | 2.1e-09 | -0.04 | 0.02 | 0.85 | FALSE |
41 | The Cancer Genome Atlas | Esophageal Carcinoma | FUT2 | 0.33 | 0.27 | lasso | 3 | 0.24 | 3.9e-08 | 6.1 | 6.3 | 3.9e-10 | -0.04 | 0.02 | 0.97 | FALSE |
42 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | FUT2 | 0.11 | 0.22 | blup | 52 | 0.22 | 6.3e-24 | -6.8 | 6.2 | 4.7e-10 | -0.04 | 0.00 | 1.00 | FALSE |
43 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SYMPK | 0.07 | 0.04 | lasso | 2 | 0.03 | 9.4e-05 | -5.4 | 6.0 | 1.7e-09 | 0.26 | 0.55 | 0.11 | TRUE |
44 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FUT2 | 0.10 | 0.01 | blup | 51 | 0.05 | 9.8e-04 | -6.6 | 5.6 | 2.6e-08 | -0.06 | 0.02 | 0.89 | FALSE |
45 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SIX5 | 0.05 | 0.05 | lasso | 8 | 0.03 | 7.6e-03 | 12.2 | 12.3 | 1.3e-34 | 0.96 | 0.01 | 0.90 | FALSE |
46 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CPT1C | 0.06 | 0.00 | blup | 34 | 0.00 | 9.2e-02 | 1.3 | -5.2 | 1.6e-07 | 0.07 | 0.00 | 0.00 | TRUE |
47 | The Cancer Genome Atlas | Brain Lower Grade Glioma | NTN5 | 0.05 | 0.04 | lasso | 2 | 0.02 | 6.7e-04 | -6.3 | -6.3 | 3.1e-10 | 0.05 | 0.01 | 0.98 | FALSE |
48 | The Cancer Genome Atlas | Lung Adenocarcinoma | FUT2 | 0.09 | 0.12 | blup | 52 | 0.12 | 4.2e-14 | -6.2 | 6.2 | 6.3e-10 | -0.04 | 0.02 | 0.98 | FALSE |
49 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | FUT2 | 0.05 | 0.08 | lasso | 2 | 0.08 | 6.7e-09 | -6.6 | 6.6 | 3.3e-11 | -0.05 | 0.01 | 0.99 | FALSE |
50 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | FUT2 | 0.06 | 0.00 | blup | 53 | 0.05 | 3.5e-04 | -4.7 | 6.0 | 2.4e-09 | -0.04 | 0.02 | 0.84 | FALSE |
51 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | FUT2 | 0.08 | 0.12 | lasso | 4 | 0.11 | 2.5e-05 | -6.8 | 6.8 | 9.4e-12 | -0.05 | 0.01 | 0.98 | TRUE |
52 | The Cancer Genome Atlas | Prostate Adenocarcinoma | FUT2 | 0.05 | 0.06 | blup | 52 | 0.06 | 8.6e-07 | -6.8 | 6.3 | 2.7e-10 | -0.04 | 0.01 | 0.99 | FALSE |
53 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SYMPK | 0.09 | 0.06 | lasso | 3 | 0.05 | 8.7e-06 | -5.6 | 5.9 | 4.3e-09 | 0.28 | 0.97 | 0.00 | FALSE |
54 | The Cancer Genome Atlas | Rectum Adenocarcinoma | FUT2 | 0.26 | 0.28 | lasso | 10 | 0.22 | 5.2e-06 | -6.3 | 6.1 | 1.0e-09 | -0.05 | 0.02 | 0.97 | FALSE |
55 | The Cancer Genome Atlas | Soft Tissue Sarcoma | RASIP1 | 0.05 | 0.06 | blup | 54 | 0.04 | 1.4e-03 | 6.1 | -5.3 | 8.8e-08 | 0.02 | 0.03 | 0.65 | FALSE |
56 | The Cancer Genome Atlas | Stomach Adenocarcinoma | FUT2 | 0.14 | 0.16 | lasso | 8 | 0.14 | 4.9e-10 | -6.8 | 6.7 | 2.3e-11 | -0.05 | 0.01 | 0.99 | FALSE |
57 | The Cancer Genome Atlas | Thyroid Carcinoma | FUT2 | 0.06 | 0.04 | blup | 54 | 0.06 | 1.1e-06 | 6.1 | 5.8 | 8.9e-09 | -0.03 | 0.02 | 0.98 | FALSE |
58 | The Cancer Genome Atlas | Thyroid Carcinoma | NTN5 | 0.11 | 0.07 | blup | 43 | 0.09 | 2.6e-09 | -6.2 | -6.1 | 9.2e-10 | 0.06 | 0.04 | 0.96 | FALSE |