Best TWAS P=6.24e-17 · Best GWAS P=1.73e-19 conditioned to 0
# | 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 | CTSS | 0.04 | 0.01 | bslmm | 313 | 0.02 | 5.5e-04 | -5.959 | 6.6 | 3.9e-11 | -0.28 | 0.08 | 0.84 | FALSE |
2 | GTEx | Adipose Subcutaneous | SEMA6C | 0.12 | 0.11 | lasso | 2 | 0.11 | 1.8e-09 | -5.515 | -5.5 | 3.4e-08 | 0.28 | 0.65 | 0.35 | FALSE |
3 | GTEx | Adipose Subcutaneous | SV2A | 0.08 | 0.00 | lasso | 5 | 0.02 | 5.2e-03 | 2.622 | 7.2 | 4.1e-13 | -0.58 | 0.03 | 0.53 | FALSE |
4 | GTEx | Adipose Subcutaneous | RP11-196G18.22 | 0.13 | 0.02 | enet | 16 | 0.06 | 6.4e-06 | 0.871 | 6.7 | 2.3e-11 | -0.52 | 0.01 | 0.88 | TRUE |
5 | GTEx | Adipose Subcutaneous | RP11-196G18.24 | 0.18 | 0.06 | lasso | 3 | 0.10 | 2.7e-08 | -7.512 | 6.2 | 4.4e-10 | -0.61 | 0.04 | 0.92 | FALSE |
6 | GTEx | Artery Aorta | HIST2H2BF | 0.07 | 0.00 | lasso | 5 | 0.00 | 2.0e-01 | -7.059 | -7.0 | 2.0e-12 | 0.92 | 0.01 | 0.90 | FALSE |
7 | GTEx | Artery Tibial | SV2A | 0.08 | 0.07 | enet | 7 | 0.07 | 2.5e-06 | -6.242 | 7.4 | 1.0e-13 | -0.87 | 0.12 | 0.87 | FALSE |
8 | GTEx | Artery Tibial | HIST2H2AA3 | 0.22 | 0.02 | enet | 20 | 0.12 | 1.8e-09 | 6.327 | 7.7 | 1.3e-14 | -0.47 | 0.34 | 0.55 | FALSE |
9 | GTEx | Artery Tibial | RP11-196G18.22 | 0.25 | 0.05 | lasso | 5 | 0.07 | 1.8e-06 | 5.717 | 8.4 | 6.2e-17 | -0.46 | 0.44 | 0.32 | TRUE |
10 | GTEx | Artery Tibial | RP11-196G18.24 | 0.31 | 0.08 | enet | 26 | 0.10 | 6.1e-08 | 6.327 | 7.5 | 6.3e-14 | -0.34 | 0.67 | 0.14 | FALSE |
11 | GTEx | Cells EBV-transformed lymphocytes | CTSS | 0.28 | 0.22 | lasso | 8 | 0.30 | 3.0e-10 | 4.615 | 5.3 | 1.3e-07 | -0.14 | 0.96 | 0.04 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | SV2A | 0.23 | 0.23 | lasso | 6 | 0.25 | 1.7e-18 | -6.814 | 7.1 | 1.3e-12 | -0.89 | 0.98 | 0.02 | FALSE |
13 | GTEx | Colon Transverse | SV2A | 0.09 | 0.00 | lasso | 9 | 0.00 | 2.2e-01 | -9.029 | 6.2 | 5.0e-10 | -0.78 | 0.01 | 0.82 | FALSE |
14 | GTEx | Colon Transverse | CTSS | 0.10 | 0.15 | lasso | 4 | 0.16 | 2.7e-08 | -6.325 | 7.1 | 1.3e-12 | -0.37 | 0.02 | 0.97 | FALSE |
15 | GTEx | Esophagus Muscularis | SV2A | 0.15 | 0.18 | enet | 16 | 0.18 | 6.4e-11 | -6.814 | 7.5 | 6.3e-14 | -0.91 | 0.11 | 0.89 | FALSE |
16 | GTEx | Esophagus Muscularis | CTSS | 0.05 | 0.04 | enet | 12 | 0.06 | 1.2e-04 | 4.615 | 6.1 | 9.2e-10 | -0.18 | 0.05 | 0.93 | FALSE |
17 | GTEx | Esophagus Muscularis | BOLA1 | 0.07 | 0.00 | lasso | 4 | 0.00 | 2.5e-01 | -5.915 | 5.3 | 9.2e-08 | -0.56 | 0.03 | 0.11 | FALSE |
18 | GTEx | Esophagus Muscularis | HIST2H2AA3 | 0.18 | 0.02 | lasso | 4 | 0.03 | 5.4e-03 | -9.029 | 7.0 | 2.9e-12 | -0.81 | 0.00 | 0.94 | FALSE |
19 | GTEx | Esophagus Muscularis | RP11-196G18.22 | 0.18 | 0.02 | enet | 9 | 0.01 | 1.2e-01 | -3.872 | 6.7 | 2.0e-11 | -0.66 | 0.02 | 0.72 | FALSE |
20 | GTEx | Esophagus Muscularis | RP11-196G18.24 | 0.15 | 0.00 | enet | 17 | 0.00 | 7.3e-01 | -3.872 | 5.9 | 3.1e-09 | -0.69 | 0.01 | 0.69 | FALSE |
21 | GTEx | Heart Atrial Appendage | SV2A | 0.17 | 0.06 | enet | 9 | 0.05 | 1.9e-03 | -7.081 | 7.2 | 6.6e-13 | -0.88 | 0.07 | 0.90 | FALSE |
22 | GTEx | Heart Atrial Appendage | MRPS21 | 0.16 | 0.08 | lasso | 11 | 0.11 | 9.3e-06 | 3.109 | -5.4 | 6.0e-08 | 0.40 | 0.79 | 0.07 | FALSE |
23 | GTEx | Heart Left Ventricle | MTMR11 | 0.11 | 0.05 | lasso | 3 | 0.05 | 9.3e-04 | -5.915 | -7.0 | 2.4e-12 | 0.74 | 0.15 | 0.34 | FALSE |
24 | GTEx | Lung | SV2A | 0.08 | 0.03 | enet | 7 | 0.03 | 1.8e-03 | -7.001 | 7.0 | 2.3e-12 | -0.85 | 0.04 | 0.93 | FALSE |
25 | GTEx | Muscle Skeletal | CTSS | 0.04 | 0.01 | enet | 13 | 0.03 | 1.4e-03 | 4.088 | 6.2 | 4.1e-10 | -0.17 | 0.38 | 0.26 | FALSE |
26 | GTEx | Nerve Tibial | SV2A | 0.08 | 0.03 | lasso | 4 | 0.04 | 5.2e-04 | -6.814 | 7.7 | 1.5e-14 | -0.93 | 0.01 | 0.96 | FALSE |
27 | GTEx | Ovary | SEMA6C | 0.29 | 0.13 | enet | 11 | 0.14 | 2.6e-04 | -5.959 | -5.8 | 5.7e-09 | 0.26 | 0.13 | 0.32 | FALSE |
28 | GTEx | Pituitary | OAZ3 | 0.29 | 0.10 | enet | 9 | 0.12 | 6.1e-04 | 5.092 | 5.3 | 1.2e-07 | -0.03 | 0.01 | 0.95 | TRUE |
29 | GTEx | Prostate | GOLPH3L | 0.47 | 0.01 | lasso | 7 | 0.00 | 3.2e-01 | -5.959 | -5.4 | 5.3e-08 | 0.22 | 0.05 | 0.11 | FALSE |
30 | GTEx | Skin Not Sun Exposed Suprapubic | ANXA9 | 0.11 | 0.12 | lasso | 2 | 0.13 | 2.0e-07 | -6.621 | 6.8 | 1.3e-11 | -0.16 | 0.00 | 0.99 | FALSE |
31 | GTEx | Skin Not Sun Exposed Suprapubic | SEMA6C | 0.13 | 0.10 | lasso | 4 | 0.07 | 7.4e-05 | -5.331 | -5.2 | 1.9e-07 | 0.30 | 0.40 | 0.54 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | MTMR11 | 0.03 | 0.01 | lasso | 5 | 0.00 | 1.2e-01 | -5.915 | -7.0 | 2.6e-12 | 0.79 | 0.02 | 0.56 | FALSE |
33 | GTEx | Skin Sun Exposed Lower leg | ANXA9 | 0.12 | 0.04 | lasso | 3 | 0.08 | 3.8e-07 | -6.342 | 6.5 | 6.2e-11 | -0.17 | 0.00 | 1.00 | FALSE |
34 | GTEx | Skin Sun Exposed Lower leg | SEMA6C | 0.10 | 0.07 | lasso | 5 | 0.04 | 2.6e-04 | -5.331 | -5.4 | 5.9e-08 | 0.31 | 0.67 | 0.28 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | SV2A | 0.07 | 0.00 | enet | 15 | 0.02 | 6.0e-03 | -7.081 | 5.7 | 1.5e-08 | -0.62 | 0.04 | 0.47 | TRUE |
36 | GTEx | Skin Sun Exposed Lower leg | CTSS | 0.19 | 0.02 | lasso | 8 | 0.08 | 1.9e-07 | 0.083 | 5.3 | 9.7e-08 | -0.10 | 0.07 | 0.93 | TRUE |
37 | GTEx | Testis | ANXA9 | 0.30 | 0.19 | enet | 22 | 0.15 | 2.7e-07 | -6.342 | 5.8 | 7.7e-09 | -0.19 | 0.00 | 1.00 | FALSE |
38 | GTEx | Thyroid | MTMR11 | 0.09 | 0.05 | enet | 9 | 0.06 | 1.5e-05 | -5.985 | -5.9 | 4.1e-09 | 0.66 | 0.21 | 0.53 | FALSE |
39 | GTEx | Thyroid | ANXA9 | 0.10 | 0.06 | lasso | 3 | 0.05 | 2.0e-04 | -5.620 | 5.7 | 1.3e-08 | -0.07 | 0.19 | 0.25 | FALSE |
40 | GTEx | Thyroid | SEMA6C | 0.21 | 0.13 | lasso | 5 | 0.14 | 3.5e-11 | -5.959 | -5.6 | 2.1e-08 | 0.28 | 0.22 | 0.78 | FALSE |
41 | GTEx | Thyroid | CTSS | 0.15 | 0.12 | enet | 30 | 0.18 | 2.4e-13 | 4.038 | 5.7 | 1.0e-08 | -0.19 | 1.00 | 0.00 | FALSE |
42 | GTEx | Uterus | RP11-316M1.12 | 0.28 | 0.18 | lasso | 3 | 0.19 | 1.0e-04 | 4.038 | -5.1 | 2.8e-07 | 0.14 | 0.55 | 0.10 | FALSE |
43 | METSIM | Adipose | SV2A | 0.02 | 0.03 | enet | 5 | 0.02 | 2.3e-04 | -6.814 | 6.9 | 3.9e-12 | -0.91 | 0.05 | 0.84 | FALSE |
44 | NTR | Blood | MTMR11 | 0.03 | 0.02 | enet | 11 | 0.02 | 1.3e-07 | -6.814 | -5.2 | 2.6e-07 | 0.76 | 0.26 | 0.74 | FALSE |
45 | YFS | Blood | CTSS | 0.17 | 0.11 | enet | 42 | 0.17 | 4.2e-52 | 4.413 | 6.3 | 2.1e-10 | -0.15 | 1.00 | 0.00 | FALSE |
46 | YFS | Blood | FCGR1A | 0.12 | 0.11 | lasso | 4 | 0.11 | 2.4e-33 | -6.242 | -6.2 | 4.2e-10 | 0.80 | 1.00 | 0.00 | FALSE |
47 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CTSS | 0.02 | 0.01 | enet | 4 | 0.01 | 2.8e-03 | 4.264 | 6.2 | 4.3e-10 | -0.08 | 0.02 | 0.90 | FALSE |
48 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SV2A | 0.03 | 0.02 | enet | 3 | 0.02 | 8.0e-06 | -7.104 | 8.2 | 1.6e-16 | -0.80 | 0.00 | 0.99 | FALSE |
49 | The Cancer Genome Atlas | Colon Adenocarcinoma | ENSA | 0.10 | 0.04 | lasso | 3 | 0.04 | 3.1e-03 | -4.649 | 5.5 | 3.3e-08 | -0.21 | 0.00 | 0.77 | FALSE |
50 | The Cancer Genome Atlas | Esophageal Carcinoma | HORMAD1 | 0.31 | 0.36 | enet | 32 | 0.35 | 7.8e-12 | 4.272 | 5.2 | 2.3e-07 | -0.01 | 0.98 | 0.02 | FALSE |
51 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CTSS | 0.05 | 0.03 | blup | 49 | 0.04 | 1.6e-05 | 4.321 | 5.2 | 2.4e-07 | -0.06 | 0.32 | 0.64 | FALSE |
52 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SV2A | 0.03 | 0.02 | lasso | 1 | 0.01 | 2.8e-02 | -6.566 | 6.6 | 5.2e-11 | -0.86 | 0.01 | 0.74 | FALSE |
53 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CTSS | 0.04 | 0.01 | enet | 4 | 0.03 | 4.7e-04 | 4.615 | 6.6 | 3.1e-11 | -0.14 | 0.01 | 0.96 | TRUE |
54 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | HIST2H3D | 0.03 | 0.04 | lasso | 1 | 0.03 | 1.3e-04 | -7.104 | 7.1 | 1.2e-12 | -0.83 | 0.00 | 0.98 | TRUE |
55 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SV2A | 0.05 | 0.02 | blup | 9 | 0.03 | 2.5e-04 | -5.915 | 7.4 | 1.8e-13 | -0.78 | 0.00 | 0.90 | FALSE |
56 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CTSS | 0.29 | 0.08 | lasso | 3 | 0.08 | 1.5e-09 | -6.621 | 6.9 | 4.6e-12 | -0.16 | 0.00 | 1.00 | TRUE |
57 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | GOLPH3L | 0.02 | 0.02 | blup | 49 | 0.01 | 1.6e-02 | 4.079 | -5.2 | 1.5e-07 | 0.02 | 0.09 | 0.12 | FALSE |
58 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | CTSS | 0.16 | 0.08 | enet | 8 | 0.07 | 1.6e-05 | -6.621 | 6.4 | 1.4e-10 | -0.10 | 0.00 | 0.99 | TRUE |
59 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SV2A | 0.13 | 0.08 | lasso | 2 | 0.07 | 8.4e-04 | -7.104 | 7.1 | 1.2e-12 | -0.83 | 0.00 | 0.95 | FALSE |
60 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GOLPH3L | 0.03 | 0.01 | blup | 49 | 0.01 | 2.2e-02 | 4.265 | -6.0 | 2.3e-09 | 0.05 | 0.02 | 0.75 | FALSE |
61 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SV2A | 0.11 | 0.10 | blup | 9 | 0.11 | 3.8e-11 | -7.104 | 7.9 | 2.6e-15 | -0.84 | 0.00 | 1.00 | FALSE |
62 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | FCGR1A | 0.10 | 0.03 | lasso | 4 | 0.04 | 3.9e-02 | -5.915 | 7.0 | 2.2e-12 | -0.82 | 0.01 | 0.34 | FALSE |
63 | The Cancer Genome Atlas | Thyroid Carcinoma | ANXA9 | 0.10 | 0.05 | lasso | 4 | 0.04 | 4.1e-05 | -6.585 | 6.6 | 4.3e-11 | -0.21 | 0.00 | 1.00 | FALSE |