Best TWAS P=9.06e-30 · Best GWAS P=3.87e-55 conditioned to 1.82e-05
# | 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 | MCMBP | 0.11 | 0.01 | blup | 518 | 0.05 | 4.6e-07 | -11.158 | -8.0 | 1.2e-15 | -0.08 | 0.50 | 0.02 | TRUE |
2 | GTEx | Adipose Subcutaneous | INPP5F | 0.13 | 0.01 | lasso | 5 | 0.01 | 4.0e-02 | -7.335 | 9.4 | 6.9e-21 | 0.27 | 0.12 | 0.25 | FALSE |
3 | GTEx | Breast Mammary Tissue | PRDX3 | 0.27 | 0.00 | enet | 30 | 0.02 | 3.9e-02 | 15.640 | 10.2 | 3.2e-24 | 0.63 | 0.01 | 0.92 | FALSE |
4 | GTEx | Breast Mammary Tissue (Female) | PRDX3 | 0.34 | 0.11 | enet | 31 | 0.12 | 1.9e-04 | 10.390 | 10.9 | 7.6e-28 | 0.64 | 0.02 | 0.78 | TRUE |
5 | GTEx | Cells EBV-transformed lymphocytes | PRDX3 | 0.27 | 0.12 | enet | 8 | 0.16 | 5.1e-06 | 7.154 | 6.9 | 6.5e-12 | 0.13 | 0.44 | 0.04 | FALSE |
6 | GTEx | Cells Transformed fibroblasts | BAG3 | 0.13 | 0.03 | lasso | 5 | 0.03 | 5.1e-03 | 6.117 | 5.8 | 5.9e-09 | -0.04 | 0.64 | 0.02 | FALSE |
7 | GTEx | Esophagus Gastroesophageal Junction | FAM45A | 0.24 | 0.13 | enet | 51 | 0.09 | 2.7e-04 | 10.827 | 11.3 | 9.1e-30 | 0.30 | 0.03 | 0.80 | TRUE |
8 | GTEx | Esophagus Gastroesophageal Junction | BAG3 | 0.44 | 0.32 | lasso | 8 | 0.32 | 2.1e-12 | 4.059 | 7.0 | 2.7e-12 | 0.26 | 0.99 | 0.01 | FALSE |
9 | GTEx | Esophagus Mucosa | CACUL1 | 0.26 | 0.10 | lasso | 4 | 0.10 | 5.4e-07 | 5.537 | 6.8 | 1.4e-11 | -0.02 | 1.00 | 0.00 | FALSE |
10 | GTEx | Esophagus Muscularis | SEC23IP | 0.11 | 0.02 | lasso | 3 | 0.02 | 3.4e-02 | 9.118 | 8.0 | 1.6e-15 | 0.00 | 0.31 | 0.03 | TRUE |
11 | GTEx | Heart Atrial Appendage | CACUL1 | 0.35 | 0.19 | lasso | 6 | 0.18 | 1.2e-08 | 7.346 | 6.4 | 1.2e-10 | -0.05 | 0.99 | 0.00 | FALSE |
12 | GTEx | Heart Atrial Appendage | MCMBP | 0.22 | 0.00 | enet | 22 | 0.00 | 1.9e-01 | -9.368 | 9.7 | 4.1e-22 | 0.32 | 0.09 | 0.22 | FALSE |
13 | GTEx | Muscle Skeletal | SEC23IP | 0.16 | 0.08 | enet | 17 | 0.10 | 1.2e-09 | -3.629 | 9.2 | 4.5e-20 | 0.09 | 1.00 | 0.00 | TRUE |
14 | GTEx | Muscle Skeletal | PRDX3 | 0.10 | 0.10 | lasso | 3 | 0.10 | 4.2e-10 | 8.760 | 9.0 | 2.2e-19 | 0.15 | 1.00 | 0.00 | TRUE |
15 | GTEx | Skin Not Sun Exposed Suprapubic | CACUL1 | 0.22 | 0.03 | enet | 35 | 0.07 | 7.4e-05 | -8.422 | 6.1 | 1.0e-09 | 0.14 | 0.56 | 0.02 | FALSE |
16 | METSIM | Adipose | PRDX3 | 0.07 | 0.05 | lasso | 7 | 0.05 | 1.3e-07 | 8.760 | 8.0 | 1.9e-15 | 0.19 | 1.00 | 0.00 | FALSE |
17 | ROSMAP | Brain Pre-frontal Cortex | CACUL1 | 0.12 | 0.08 | lasso | 4 | 0.06 | 1.2e-08 | -8.646 | 8.4 | 2.9e-17 | 0.03 | 1.00 | 0.00 | FALSE |
18 | ROSMAP | Brain Pre-frontal Cortex | PRDX3 | 0.13 | 0.02 | enet | 33 | 0.06 | 4.4e-08 | 0.015 | 7.6 | 2.1e-14 | 0.06 | 0.69 | 0.01 | FALSE |
19 | ROSMAP | Brain Pre-frontal Cortex | INPP5F | 0.14 | 0.07 | lasso | 5 | 0.12 | 2.7e-15 | -8.846 | 7.2 | 5.0e-13 | 0.15 | 1.00 | 0.00 | TRUE |
20 | ROSMAP | Brain Pre-frontal Cortex | GRK5 | 0.12 | 0.03 | lasso | 8 | 0.06 | 1.0e-08 | 6.888 | -7.0 | 1.8e-12 | -0.28 | 0.98 | 0.01 | FALSE |
21 | YFS | Blood | BAG3 | 0.04 | 0.03 | lasso | 6 | 0.03 | 4.8e-10 | 6.117 | -6.4 | 1.8e-10 | 0.01 | 1.00 | 0.00 | FALSE |
22 | The Cancer Genome Atlas | Breast Invasive Carcinoma | INPP5F | 0.02 | 0.00 | blup | 73 | 0.01 | 3.6e-03 | 0.397 | 5.1 | 2.9e-07 | -0.06 | 0.03 | 0.03 | TRUE |
23 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PRDX3 | 0.03 | 0.03 | blup | 45 | 0.03 | 3.5e-04 | 9.896 | 7.4 | 1.0e-13 | 0.10 | 0.01 | 0.97 | FALSE |
24 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | BAG3 | 0.04 | 0.02 | lasso | 5 | 0.01 | 3.9e-02 | 6.117 | 5.3 | 1.1e-07 | -0.01 | 0.04 | 0.10 | FALSE |
25 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PRDX3 | 0.03 | 0.00 | blup | 45 | 0.01 | 5.1e-02 | -5.002 | 7.6 | 3.7e-14 | 0.14 | 0.02 | 0.39 | FALSE |
26 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | C10orf46 | 0.23 | 0.04 | lasso | 4 | 0.04 | 8.6e-03 | -8.646 | 8.8 | 1.3e-18 | 0.03 | 0.01 | 0.52 | TRUE |
27 | The Cancer Genome Atlas | Prostate Adenocarcinoma | INPP5F | 0.08 | 0.00 | blup | 73 | 0.03 | 2.8e-04 | 1.610 | 5.7 | 1.4e-08 | -0.03 | 0.06 | 0.03 | FALSE |
28 | The Cancer Genome Atlas | Thyroid Carcinoma | PRDX3 | 0.06 | 0.07 | lasso | 2 | 0.05 | 5.2e-06 | 8.760 | 8.6 | 6.5e-18 | 0.14 | 0.09 | 0.91 | FALSE |
29 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | INPP5F | 0.35 | 0.05 | enet | 26 | 0.07 | 5.2e-03 | 1.951 | 7.4 | 1.3e-13 | 0.02 | 0.02 | 0.11 | TRUE |