Best TWAS P=4.18e-13 · Best GWAS P=1.25e-26 conditioned to 2.18e-24
# | 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 | HPS6 | 0.04 | 0.03 | bslmm | 287 | 0.03 | 8.9e-05 | -3.3 | 5.9 | 2.9e-09 | -0.01 | 0.09 | 0.09 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | SEC31B | 0.13 | 0.21 | lasso | 3 | 0.20 | 4.1e-24 | 5.4 | -5.4 | 8.3e-08 | -0.04 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | SEC31B | 0.32 | 0.39 | lasso | 5 | 0.38 | 5.1e-33 | 5.3 | -5.3 | 1.3e-07 | -0.04 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Subcutaneous | RP11-316M21.6 | 0.10 | 0.04 | enet | 10 | 0.03 | 1.0e-03 | 4.5 | 5.2 | 2.4e-07 | 0.11 | 0.30 | 0.03 | FALSE |
5 | GTEx | Artery Aorta | SEC31B | 0.26 | 0.24 | lasso | 3 | 0.23 | 1.0e-12 | 5.3 | -5.2 | 1.7e-07 | -0.07 | 1.00 | 0.00 | FALSE |
6 | GTEx | Brain Cerebellar Hemisphere | CWF19L1 | 0.29 | 0.11 | enet | 15 | 0.06 | 1.1e-02 | 4.5 | 5.2 | 2.2e-07 | 0.13 | 0.23 | 0.09 | FALSE |
7 | GTEx | Brain Cortex | NT5C2 | 0.20 | 0.04 | enet | 14 | 0.05 | 1.7e-02 | -4.1 | 5.2 | 1.8e-07 | 0.03 | 0.06 | 0.50 | TRUE |
8 | GTEx | Breast Mammary Tissue | SEC31B | 0.17 | 0.26 | lasso | 5 | 0.25 | 2.9e-13 | 5.3 | -5.2 | 1.8e-07 | -0.04 | 1.00 | 0.00 | FALSE |
9 | GTEx | Breast Mammary Tissue (Male) | SEC31B | 0.13 | 0.08 | lasso | 4 | 0.10 | 3.0e-03 | 5.3 | -5.3 | 9.5e-08 | -0.04 | 0.27 | 0.05 | FALSE |
10 | GTEx | Breast Mammary Tissue (Male) | CWF19L1 | 0.46 | 0.19 | lasso | 8 | 0.26 | 7.8e-07 | 5.0 | 7.1 | 1.7e-12 | -0.12 | 0.55 | 0.05 | FALSE |
11 | GTEx | Cells EBV-transformed lymphocytes | SEC31B | 0.23 | 0.11 | enet | 13 | 0.12 | 9.2e-05 | 5.3 | -5.7 | 1.1e-08 | -0.01 | 0.75 | 0.02 | FALSE |
12 | GTEx | Colon Transverse | SEC31B | 0.28 | 0.12 | lasso | 3 | 0.09 | 3.3e-05 | 5.3 | -5.7 | 1.5e-08 | 0.04 | 0.98 | 0.00 | FALSE |
13 | GTEx | Esophagus Gastroesophageal Junction | SEC31B | 0.15 | 0.21 | lasso | 4 | 0.20 | 8.0e-08 | 5.4 | -5.3 | 9.5e-08 | -0.04 | 0.96 | 0.00 | FALSE |
14 | GTEx | Esophagus Mucosa | SEC31B | 0.14 | 0.18 | lasso | 4 | 0.17 | 2.0e-11 | 5.3 | -5.3 | 9.5e-08 | -0.04 | 1.00 | 0.00 | FALSE |
15 | GTEx | Esophagus Muscularis | SEC31B | 0.18 | 0.19 | lasso | 4 | 0.20 | 4.5e-12 | 5.4 | -5.3 | 9.0e-08 | -0.04 | 1.00 | 0.00 | FALSE |
16 | GTEx | Lung | C10orf76 | 0.07 | 0.00 | lasso | 3 | 0.00 | 7.4e-01 | -6.9 | -6.9 | 3.8e-12 | -0.06 | 0.02 | 0.72 | TRUE |
17 | GTEx | Muscle Skeletal | HIF1AN | 0.05 | 0.06 | lasso | 1 | 0.05 | 1.6e-05 | 5.3 | 5.3 | 1.4e-07 | 0.05 | 0.94 | 0.00 | FALSE |
18 | GTEx | Pituitary | KCNIP2 | 0.12 | -0.01 | enet | 11 | 0.01 | 1.7e-01 | -2.1 | 6.2 | 6.0e-10 | 0.01 | 0.07 | 0.09 | FALSE |
19 | GTEx | Prostate | SEC31B | 0.18 | 0.14 | lasso | 2 | 0.12 | 6.7e-04 | 5.3 | -5.3 | 1.4e-07 | -0.05 | 0.39 | 0.04 | FALSE |
20 | GTEx | Skin Not Sun Exposed Suprapubic | SEC31B | 0.15 | 0.16 | lasso | 4 | 0.15 | 8.3e-09 | 5.3 | -5.3 | 9.5e-08 | -0.04 | 0.99 | 0.00 | FALSE |
21 | GTEx | Skin Not Sun Exposed Suprapubic | HIF1AN | 0.13 | 0.03 | lasso | 5 | 0.02 | 3.4e-02 | 5.2 | -5.7 | 9.3e-09 | -0.03 | 0.26 | 0.03 | TRUE |
22 | GTEx | Spleen | SEC31B | 0.21 | 0.12 | lasso | 3 | 0.05 | 2.3e-02 | 5.3 | -5.6 | 2.6e-08 | -0.03 | 0.29 | 0.04 | FALSE |
23 | GTEx | Testis | SEC31B | 0.11 | 0.11 | lasso | 5 | 0.08 | 2.5e-04 | 5.4 | -5.3 | 8.7e-08 | -0.05 | 0.84 | 0.01 | FALSE |
24 | GTEx | Testis | NT5C2 | 0.20 | 0.03 | lasso | 8 | 0.08 | 2.8e-04 | 4.3 | 5.4 | 5.9e-08 | 0.05 | 0.10 | 0.78 | FALSE |
25 | GTEx | Testis | CWF19L1 | 0.18 | 0.11 | enet | 24 | 0.12 | 3.9e-06 | 4.3 | 5.9 | 3.8e-09 | 0.15 | 0.46 | 0.03 | FALSE |
26 | GTEx | Testis | HIF1AN | 0.12 | 0.08 | lasso | 3 | 0.06 | 1.6e-03 | 5.2 | -5.2 | 1.7e-07 | -0.06 | 0.34 | 0.03 | FALSE |
27 | GTEx | Thyroid | SEC31B | 0.28 | 0.32 | lasso | 5 | 0.31 | 4.9e-24 | 5.3 | -5.3 | 9.5e-08 | -0.04 | 1.00 | 0.00 | FALSE |
28 | GTEx | Uterus | WBP1L | 0.43 | -0.01 | enet | 54 | 0.00 | 3.1e-01 | 4.4 | -6.3 | 3.9e-10 | 0.03 | 0.05 | 0.16 | TRUE |
29 | METSIM | Adipose | MRPL43 | 0.05 | 0.04 | bslmm | 422 | 0.04 | 1.9e-06 | 4.3 | -5.4 | 6.3e-08 | 0.01 | 0.60 | 0.36 | TRUE |
30 | METSIM | Adipose | SEC31B | 0.15 | 0.27 | enet | 29 | 0.28 | 1.0e-41 | 5.3 | -5.2 | 2.2e-07 | -0.04 | 1.00 | 0.00 | FALSE |
31 | NTR | Blood | HIF1AN | 0.02 | 0.03 | lasso | 2 | 0.02 | 1.4e-07 | 5.3 | -5.2 | 1.7e-07 | -0.06 | 1.00 | 0.00 | FALSE |
32 | NTR | Blood | SEC31B | 0.03 | 0.03 | lasso | 4 | 0.03 | 1.1e-10 | 5.3 | -5.6 | 2.3e-08 | -0.04 | 1.00 | 0.00 | FALSE |
33 | ROSMAP | Brain Pre-frontal Cortex | CWF19L1 | 0.29 | 0.33 | bslmm | 392 | 0.34 | 9.3e-45 | 4.3 | 5.2 | 1.9e-07 | 0.07 | 1.00 | 0.00 | FALSE |
34 | YFS | Blood | NT5C2 | 0.13 | 0.10 | bslmm | 382 | 0.11 | 7.3e-35 | 5.1 | 5.5 | 3.4e-08 | 0.04 | 0.03 | 0.96 | FALSE |
35 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CWF19L1 | 0.13 | 0.13 | enet | 7 | 0.13 | 6.2e-26 | 4.3 | 5.6 | 2.2e-08 | 0.02 | 1.00 | 0.00 | FALSE |
36 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SEC31B | 0.09 | 0.13 | blup | 51 | 0.15 | 7.1e-29 | 5.4 | -5.1 | 2.9e-07 | -0.05 | 0.02 | 0.98 | FALSE |
37 | The Cancer Genome Atlas | Colon Adenocarcinoma | HIF1AN | 0.07 | 0.03 | blup | 40 | 0.05 | 4.9e-04 | 5.3 | -5.4 | 6.9e-08 | -0.06 | 0.02 | 0.87 | FALSE |
38 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CWF19L1 | 0.06 | 0.02 | lasso | 9 | 0.04 | 8.2e-06 | -3.8 | 7.2 | 4.2e-13 | -0.16 | 0.14 | 0.24 | TRUE |
39 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SEC31B | 0.05 | 0.05 | blup | 51 | 0.05 | 1.3e-06 | 5.3 | -5.3 | 1.3e-07 | -0.04 | 0.03 | 0.97 | FALSE |
40 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SEC31B | 0.05 | 0.05 | blup | 51 | 0.05 | 8.9e-07 | 5.3 | -5.2 | 1.9e-07 | -0.05 | 0.04 | 0.96 | FALSE |
41 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | C10orf76 | 0.07 | 0.05 | blup | 77 | 0.05 | 1.1e-03 | 3.5 | -5.3 | 1.3e-07 | -0.06 | 0.38 | 0.17 | FALSE |
42 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SEC31B | 0.14 | 0.10 | lasso | 7 | 0.10 | 1.6e-06 | 5.2 | -5.2 | 1.7e-07 | -0.06 | 0.03 | 0.97 | FALSE |
43 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C10orf32 | 0.21 | 0.19 | lasso | 6 | 0.19 | 2.2e-21 | -4.9 | 5.2 | 2.4e-07 | -0.05 | 0.01 | 0.98 | FALSE |
44 | The Cancer Genome Atlas | Brain Lower Grade Glioma | NDUFB8 | 0.02 | 0.01 | blup | 38 | 0.01 | 1.6e-02 | 4.8 | 5.2 | 2.0e-07 | 0.05 | 0.02 | 0.64 | FALSE |
45 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SEC31B | 0.06 | 0.06 | blup | 51 | 0.06 | 1.1e-07 | 5.3 | -5.3 | 1.3e-07 | -0.06 | 0.03 | 0.97 | FALSE |
46 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | C10orf32 | 0.36 | 0.32 | enet | 10 | 0.32 | 8.3e-14 | -4.6 | 5.6 | 2.8e-08 | -0.05 | 0.01 | 0.98 | FALSE |
47 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | CWF19L1 | 0.21 | 0.09 | enet | 2 | 0.08 | 3.4e-04 | 4.3 | 5.6 | 2.5e-08 | -0.02 | 0.03 | 0.05 | FALSE |
48 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SEC31B | 0.15 | 0.14 | lasso | 12 | 0.15 | 8.5e-07 | 5.3 | -5.2 | 1.5e-07 | -0.05 | 0.03 | 0.97 | FALSE |
49 | The Cancer Genome Atlas | Stomach Adenocarcinoma | AS3MT | 0.05 | 0.02 | blup | 62 | 0.03 | 2.1e-03 | -4.6 | 5.6 | 1.7e-08 | 0.01 | 0.02 | 0.34 | FALSE |