Best TWAS P=2.9e-31 · Best GWAS P=2.02e-29 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 | GTF3C2 | 0.06 | 0.09 | lasso | 8 | 0.08 | 7.2e-10 | 3.9 | -5.9 | 3.0e-09 | 0.72 | 0.28 | 0.72 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | IFT172 | 0.06 | 0.09 | enet | 16 | 0.09 | 3.9e-11 | 3.8 | 5.7 | 1.6e-08 | -0.75 | 0.48 | 0.52 | FALSE |
3 | GTEx | Adipose Subcutaneous | AC074117.10 | 0.06 | 0.04 | lasso | 5 | 0.02 | 4.8e-03 | 5.3 | -5.3 | 1.0e-07 | 0.65 | 0.45 | 0.27 | FALSE |
4 | GTEx | Breast Mammary Tissue (Female) | AC074117.10 | 0.06 | 0.01 | lasso | 2 | 0.04 | 2.7e-02 | 5.8 | 6.5 | 1.0e-10 | -0.23 | 0.04 | 0.05 | TRUE |
5 | GTEx | Esophagus Gastroesophageal Junction | AC074117.10 | 0.12 | 0.13 | enet | 9 | 0.09 | 4.9e-04 | 3.9 | -5.2 | 2.5e-07 | 0.64 | 0.43 | 0.30 | TRUE |
6 | GTEx | Esophagus Mucosa | AC074117.10 | 0.12 | 0.14 | lasso | 8 | 0.14 | 2.1e-09 | 5.3 | -6.7 | 1.8e-11 | 0.74 | 0.94 | 0.06 | FALSE |
7 | GTEx | Esophagus Muscularis | NRBP1 | 0.07 | 0.04 | lasso | 6 | 0.04 | 1.3e-03 | 5.3 | -7.3 | 2.4e-13 | 0.82 | 0.01 | 0.97 | FALSE |
8 | GTEx | Esophagus Muscularis | AC074117.10 | 0.17 | 0.14 | enet | 5 | 0.09 | 6.6e-06 | 5.3 | -5.3 | 1.1e-07 | 0.65 | 0.73 | 0.26 | FALSE |
9 | GTEx | Muscle Skeletal | GPN1 | 0.06 | 0.02 | enet | 9 | 0.02 | 2.9e-03 | -1.6 | -5.4 | 5.8e-08 | 0.43 | 0.29 | 0.07 | FALSE |
10 | GTEx | Ovary | AC074117.10 | 0.16 | 0.04 | enet | 9 | 0.05 | 2.0e-02 | 3.8 | -6.5 | 5.7e-11 | 0.77 | 0.04 | 0.80 | FALSE |
11 | GTEx | Skin Sun Exposed Lower leg | SLC35F6 | 0.10 | 0.04 | lasso | 4 | 0.05 | 4.2e-05 | -4.1 | 5.3 | 8.9e-08 | -0.01 | 0.38 | 0.22 | FALSE |
12 | GTEx | Stomach | AC074117.10 | 0.06 | 0.01 | lasso | 7 | 0.01 | 7.8e-02 | 5.3 | 7.6 | 2.8e-14 | -0.36 | 0.20 | 0.08 | FALSE |
13 | GTEx | Testis | NRBP1 | 0.16 | 0.09 | lasso | 3 | 0.06 | 1.8e-03 | 5.3 | -7.1 | 1.1e-12 | 0.80 | 0.03 | 0.96 | FALSE |
14 | GTEx | Testis | AC074117.10 | 0.14 | 0.08 | lasso | 6 | 0.12 | 4.5e-06 | 3.9 | -7.7 | 1.8e-14 | 0.85 | 0.05 | 0.94 | FALSE |
15 | GTEx | Thyroid | FNDC4 | 0.24 | 0.10 | enet | 23 | 0.16 | 2.2e-12 | 6.9 | 9.4 | 3.3e-21 | -0.69 | 0.67 | 0.33 | FALSE |
16 | GTEx | Thyroid | RP11-373D23.3 | 0.16 | 0.07 | enet | 19 | 0.04 | 2.6e-04 | 3.8 | -5.2 | 1.8e-07 | 0.15 | 0.29 | 0.28 | TRUE |
17 | GTEx | Vagina | AC074117.10 | 0.14 | 0.04 | enet | 13 | 0.06 | 1.4e-02 | 3.3 | -5.9 | 3.4e-09 | 0.72 | 0.08 | 0.57 | FALSE |
18 | METSIM | Adipose | NRBP1 | 0.06 | 0.09 | lasso | 3 | 0.08 | 1.6e-12 | 5.3 | -5.5 | 3.3e-08 | 0.67 | 1.00 | 0.00 | FALSE |
19 | METSIM | Adipose | SLC5A6 | 0.03 | 0.02 | bslmm | 298 | 0.01 | 3.9e-03 | 2.9 | -5.2 | 1.6e-07 | 0.43 | 0.25 | 0.04 | FALSE |
20 | ROSMAP | Brain Pre-frontal Cortex | IFT172 | 0.07 | 0.02 | blup | 287 | 0.03 | 5.8e-05 | 4.6 | 6.9 | 4.5e-12 | -0.63 | 0.43 | 0.49 | FALSE |
21 | ROSMAP | Brain Pre-frontal Cortex | KCNK3 | 0.24 | 0.15 | lasso | 3 | 0.15 | 6.5e-19 | 6.8 | -7.2 | 5.9e-13 | 0.09 | 0.00 | 1.00 | TRUE |
22 | ROSMAP | Brain Pre-frontal Cortex | FTH1P3 | 0.04 | 0.01 | bslmm | 280 | 0.02 | 2.8e-03 | 5.3 | -5.2 | 2.0e-07 | 0.65 | 0.04 | 0.70 | FALSE |
23 | ROSMAP | Brain Pre-frontal Cortex | SLC35F6 | 0.05 | 0.04 | enet | 11 | 0.04 | 8.0e-06 | -4.1 | 5.2 | 1.7e-07 | -0.07 | 0.21 | 0.78 | FALSE |
24 | The Cancer Genome Atlas | Breast Invasive Carcinoma | GPN1 | 0.06 | 0.02 | lasso | 6 | 0.02 | 7.2e-05 | -9.2 | -7.8 | 4.6e-15 | 0.54 | 0.00 | 0.99 | FALSE |
25 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SNX17 | 0.08 | 0.01 | blup | 25 | 0.02 | 6.6e-05 | 3.4 | 6.0 | 1.4e-09 | -0.55 | 0.02 | 0.34 | FALSE |
26 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | SUPT7L | 0.06 | 0.03 | blup | 29 | 0.05 | 2.0e-03 | 7.8 | 5.7 | 1.4e-08 | -0.04 | 0.04 | 0.05 | TRUE |
27 | The Cancer Genome Atlas | Esophageal Carcinoma | C2orf18 | 0.20 | 0.02 | blup | 30 | 0.06 | 6.7e-03 | 4.9 | 5.5 | 4.5e-08 | -0.04 | 0.01 | 0.40 | FALSE |
28 | The Cancer Genome Atlas | Glioblastoma Multiforme | NRBP1 | 0.15 | 0.10 | lasso | 2 | 0.10 | 5.8e-04 | 5.3 | -5.3 | 1.1e-07 | 0.67 | 0.02 | 0.09 | FALSE |
29 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SUPT7L | 0.05 | 0.02 | blup | 28 | 0.04 | 5.2e-05 | 7.9 | 9.6 | 5.8e-22 | -0.40 | 0.19 | 0.15 | TRUE |
30 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FNDC4 | 0.13 | 0.06 | lasso | 2 | 0.05 | 1.1e-03 | -11.3 | 11.6 | 2.9e-31 | -0.99 | 0.00 | 0.96 | TRUE |
31 | The Cancer Genome Atlas | Thyroid Carcinoma | FNDC4 | 0.24 | 0.09 | enet | 9 | 0.17 | 1.9e-16 | 7.1 | 9.5 | 2.6e-21 | -0.70 | 0.41 | 0.59 | FALSE |
32 | The Cancer Genome Atlas | Thyroid Carcinoma | GCKR | 0.18 | 0.08 | enet | 5 | 0.13 | 1.7e-12 | 6.9 | 8.8 | 1.0e-18 | -0.64 | 0.91 | 0.09 | FALSE |
33 | The Cancer Genome Atlas | Thyroid Carcinoma | IFT172 | 0.08 | 0.01 | blup | 43 | 0.02 | 6.1e-03 | 7.5 | 8.4 | 6.2e-17 | -0.54 | 0.02 | 0.27 | FALSE |