Best TWAS P=3.34e-11 · Best GWAS P=1.13e-10 conditioned to 0.272
# | 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 | NDUFA2 | 0.02 | 0.01 | bslmm | 343 | 0.01 | 7.8e-03 | -4.3 | 5.3 | 1.3e-07 | -0.36 | 0.25 | 0.04 | FALSE |
2 | GTEx | Adipose Subcutaneous | PFDN1 | 0.20 | 0.19 | lasso | 4 | 0.18 | 6.3e-15 | -5.5 | 5.5 | 3.7e-08 | -0.57 | 0.64 | 0.36 | FALSE |
3 | GTEx | Adipose Visceral Omentum | PFDN1 | 0.13 | 0.10 | lasso | 9 | 0.08 | 3.9e-05 | -5.4 | 5.2 | 2.1e-07 | -0.51 | 0.64 | 0.33 | FALSE |
4 | GTEx | Artery Aorta | PFDN1 | 0.20 | 0.15 | lasso | 2 | 0.17 | 1.3e-09 | -5.4 | 6.2 | 6.8e-10 | -0.57 | 0.66 | 0.33 | FALSE |
5 | GTEx | Artery Coronary | PFDN1 | 0.15 | 0.06 | enet | 11 | 0.04 | 1.9e-02 | -5.4 | 6.1 | 1.1e-09 | -0.74 | 0.05 | 0.74 | FALSE |
6 | GTEx | Artery Tibial | PFDN1 | 0.19 | 0.19 | enet | 12 | 0.22 | 9.8e-17 | -5.4 | 5.4 | 5.2e-08 | -0.57 | 0.66 | 0.34 | FALSE |
7 | GTEx | Artery Tibial | CYSTM1 | 0.19 | 0.17 | lasso | 9 | 0.14 | 2.8e-11 | -5.4 | 5.6 | 2.5e-08 | -0.58 | 0.64 | 0.36 | FALSE |
8 | GTEx | Brain Cortex | CYSTM1 | 0.20 | 0.01 | lasso | 10 | 0.00 | 3.1e-01 | -5.5 | 5.5 | 4.4e-08 | -0.55 | 0.06 | 0.08 | FALSE |
9 | GTEx | Brain Nucleus accumbens basal ganglia | PFDN1 | 0.16 | 0.01 | lasso | 5 | 0.03 | 5.6e-02 | 5.6 | 6.6 | 3.3e-11 | -0.81 | 0.04 | 0.63 | TRUE |
10 | GTEx | Brain Nucleus accumbens basal ganglia | CYSTM1 | 0.22 | 0.08 | lasso | 8 | 0.06 | 8.5e-03 | -5.5 | 5.5 | 5.0e-08 | -0.53 | 0.06 | 0.42 | FALSE |
11 | GTEx | Breast Mammary Tissue | PFDN1 | 0.17 | 0.20 | lasso | 5 | 0.19 | 4.1e-10 | -5.4 | 5.9 | 2.9e-09 | -0.71 | 0.51 | 0.49 | FALSE |
12 | GTEx | Breast Mammary Tissue (Male) | PFDN1 | 0.24 | 0.04 | lasso | 9 | 0.09 | 4.0e-03 | -3.4 | 5.9 | 4.5e-09 | -0.54 | 0.06 | 0.73 | FALSE |
13 | GTEx | Cells EBV-transformed lymphocytes | PFDN1 | 0.20 | 0.02 | lasso | 3 | 0.03 | 4.4e-02 | -5.4 | 5.5 | 3.6e-08 | -0.62 | 0.11 | 0.29 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | PFDN1 | 0.31 | 0.39 | enet | 16 | 0.42 | 1.5e-33 | -5.4 | 5.4 | 5.3e-08 | -0.57 | 0.66 | 0.34 | FALSE |
15 | GTEx | Colon Sigmoid | PFDN1 | 0.33 | 0.32 | lasso | 12 | 0.28 | 2.1e-10 | -5.4 | 5.6 | 1.7e-08 | -0.57 | 0.42 | 0.58 | FALSE |
16 | GTEx | Esophagus Gastroesophageal Junction | PFDN1 | 0.24 | 0.09 | enet | 20 | 0.12 | 3.3e-05 | -5.4 | 6.4 | 1.3e-10 | -0.49 | 0.32 | 0.27 | FALSE |
17 | GTEx | Esophagus Muscularis | PFDN1 | 0.25 | 0.26 | lasso | 4 | 0.27 | 1.3e-16 | -5.5 | 5.5 | 4.0e-08 | -0.56 | 0.63 | 0.37 | FALSE |
18 | GTEx | Esophagus Muscularis | CYSTM1 | 0.09 | 0.08 | lasso | 1 | 0.08 | 1.2e-05 | -5.5 | 5.5 | 4.9e-08 | -0.56 | 0.40 | 0.48 | FALSE |
19 | GTEx | Heart Atrial Appendage | PFDN1 | 0.12 | 0.14 | lasso | 6 | 0.12 | 4.3e-06 | -5.4 | 5.4 | 6.3e-08 | -0.57 | 0.56 | 0.41 | FALSE |
20 | GTEx | Heart Left Ventricle | PFDN1 | 0.31 | 0.33 | enet | 17 | 0.33 | 4.2e-18 | -5.4 | 5.8 | 9.0e-09 | -0.58 | 0.66 | 0.34 | FALSE |
21 | GTEx | Muscle Skeletal | PFDN1 | 0.45 | 0.56 | enet | 22 | 0.56 | 6.5e-66 | -5.4 | 5.5 | 4.0e-08 | -0.56 | 0.68 | 0.32 | FALSE |
22 | GTEx | Nerve Tibial | CYSTM1 | 0.20 | 0.20 | lasso | 3 | 0.20 | 5.5e-14 | -5.4 | 5.5 | 4.5e-08 | -0.57 | 0.64 | 0.36 | FALSE |
23 | GTEx | Skin Not Sun Exposed Suprapubic | PFDN1 | 0.10 | 0.10 | lasso | 3 | 0.10 | 5.3e-06 | -5.5 | 5.6 | 2.1e-08 | -0.55 | 0.55 | 0.36 | FALSE |
24 | GTEx | Skin Sun Exposed Lower leg | PFDN1 | 0.16 | 0.12 | enet | 12 | 0.11 | 3.9e-09 | -5.4 | 5.1 | 3.1e-07 | -0.42 | 0.64 | 0.36 | FALSE |
25 | GTEx | Skin Sun Exposed Lower leg | WDR55 | 0.04 | 0.01 | enet | 10 | 0.01 | 2.8e-02 | -4.2 | -5.3 | 1.2e-07 | 0.34 | 0.37 | 0.24 | TRUE |
26 | GTEx | Spleen | PFDN1 | 0.26 | 0.02 | lasso | 5 | 0.12 | 6.0e-04 | 5.6 | 5.5 | 4.3e-08 | -0.69 | 0.03 | 0.56 | FALSE |
27 | GTEx | Testis | PFDN1 | 0.15 | 0.00 | lasso | 8 | 0.00 | 4.9e-01 | -5.4 | 5.2 | 1.9e-07 | -0.57 | 0.07 | 0.08 | FALSE |
28 | GTEx | Thyroid | PFDN1 | 0.10 | 0.07 | lasso | 4 | 0.05 | 1.5e-04 | -5.4 | 5.4 | 5.9e-08 | -0.57 | 0.64 | 0.35 | FALSE |
29 | GTEx | Thyroid | CYSTM1 | 0.07 | 0.05 | lasso | 5 | 0.03 | 3.2e-03 | -5.5 | 5.2 | 2.2e-07 | -0.50 | 0.55 | 0.32 | FALSE |
30 | ROSMAP | Brain Pre-frontal Cortex | PFDN1 | 0.05 | 0.05 | lasso | 1 | 0.04 | 2.1e-06 | -5.5 | 5.5 | 4.2e-08 | -0.55 | 0.62 | 0.37 | FALSE |
31 | ROSMAP | Brain Pre-frontal Cortex | ZMAT2 | 0.03 | 0.02 | bslmm | 185 | 0.02 | 6.5e-04 | -4.2 | -6.1 | 8.5e-10 | 0.52 | 0.72 | 0.12 | FALSE |
32 | YFS | Blood | HBEGF | 0.02 | 0.02 | lasso | 3 | 0.02 | 9.8e-07 | 5.6 | 5.3 | 1.1e-07 | -0.82 | 0.25 | 0.74 | FALSE |
33 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PFDN1 | 0.02 | 0.01 | enet | 4 | 0.02 | 7.8e-05 | -5.4 | 5.5 | 4.5e-08 | -0.55 | 0.47 | 0.34 | FALSE |
34 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C5orf32 | 0.03 | 0.04 | lasso | 2 | 0.04 | 3.1e-05 | -5.4 | 5.5 | 3.5e-08 | -0.58 | 0.53 | 0.38 | FALSE |
35 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PFDN1 | 0.05 | 0.01 | blup | 47 | 0.01 | 1.9e-02 | -5.7 | 6.2 | 5.1e-10 | -0.66 | 0.03 | 0.45 | FALSE |
36 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | PFDN1 | 0.07 | 0.05 | lasso | 2 | 0.05 | 2.0e-03 | -5.4 | 5.4 | 6.0e-08 | -0.57 | 0.18 | 0.20 | FALSE |
37 | The Cancer Genome Atlas | Lung Adenocarcinoma | PFDN1 | 0.03 | 0.02 | blup | 47 | 0.02 | 5.5e-03 | -6.4 | 6.6 | 4.7e-11 | -0.92 | 0.01 | 0.91 | FALSE |
38 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PFDN1 | 0.04 | 0.02 | lasso | 3 | 0.03 | 2.0e-04 | -5.4 | 5.6 | 2.4e-08 | -0.64 | 0.31 | 0.32 | FALSE |
39 | The Cancer Genome Atlas | Prostate Adenocarcinoma | HBEGF | 0.03 | 0.03 | lasso | 3 | 0.02 | 2.2e-03 | -6.1 | 6.1 | 9.5e-10 | -0.79 | 0.00 | 0.96 | FALSE |
40 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PFDN1 | 0.06 | 0.07 | lasso | 5 | 0.06 | 3.2e-07 | -5.4 | 5.5 | 5.1e-08 | -0.58 | 0.58 | 0.42 | FALSE |