Best TWAS P=1.96e-52 · Best GWAS P=1.87e-61 conditioned to NaN
# | 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 | SCP2 | 0.08 | 0.05 | bslmm | 490 | 0.04 | 2.3e-05 | 6.8 | -6.0 | 2.3e-09 | -0.02 | 0.05 | 0.95 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | TTC39A | 0.05 | 0.04 | enet | 8 | 0.02 | 2.7e-03 | 5.2 | -6.2 | 5.0e-10 | -0.56 | 0.43 | 0.30 | TRUE |
3 | CommonMind | Brain Pre-frontal Cortex | ZYG11B | 0.04 | 0.04 | lasso | 4 | 0.04 | 3.0e-05 | 6.7 | 6.5 | 6.5e-11 | 0.02 | 0.45 | 0.55 | FALSE |
4 | GTEx | Adipose Visceral Omentum | HIGD1AP11 | 0.21 | 0.03 | lasso | 6 | 0.02 | 2.1e-02 | -4.2 | -5.8 | 5.1e-09 | -0.01 | 0.07 | 0.47 | FALSE |
5 | GTEx | Brain Frontal Cortex BA9 | RP11-334A14.2 | 0.26 | -0.01 | enet | 20 | 0.00 | 2.9e-01 | 5.4 | -6.2 | 5.3e-10 | -0.04 | 0.06 | 0.21 | FALSE |
6 | GTEx | Brain Hippocampus | RP11-334A14.2 | 0.43 | -0.01 | lasso | 5 | 0.00 | 4.2e-01 | -6.3 | -6.9 | 4.2e-12 | -0.01 | 0.05 | 0.07 | TRUE |
7 | GTEx | Brain Hypothalamus | RP11-334A14.2 | 0.36 | 0.22 | lasso | 5 | 0.13 | 7.2e-04 | -6.3 | -6.1 | 9.0e-10 | -0.01 | 0.08 | 0.12 | TRUE |
8 | GTEx | Brain Nucleus accumbens basal ganglia | ZYG11B | 0.17 | -0.01 | lasso | 7 | 0.05 | 1.6e-02 | 7.2 | 5.8 | 5.9e-09 | 0.03 | 0.07 | 0.40 | FALSE |
9 | GTEx | Brain Nucleus accumbens basal ganglia | RP11-334A14.2 | 0.31 | 0.12 | lasso | 4 | 0.09 | 2.2e-03 | -6.3 | -6.3 | 3.0e-10 | 0.00 | 0.09 | 0.09 | FALSE |
10 | GTEx | Breast Mammary Tissue (Female) | RP11-155O18.6 | 0.14 | 0.02 | lasso | 4 | 0.07 | 4.0e-03 | 3.0 | 5.3 | 1.2e-07 | 0.16 | 0.06 | 0.18 | TRUE |
11 | GTEx | Cells EBV-transformed lymphocytes | SCP2 | 0.38 | 0.25 | enet | 16 | 0.24 | 2.9e-08 | 6.9 | -6.2 | 4.1e-10 | -0.03 | 0.06 | 0.94 | FALSE |
12 | GTEx | Cells EBV-transformed lymphocytes | TUBBP10 | 0.21 | 0.21 | lasso | 6 | 0.18 | 1.4e-06 | 6.8 | -6.3 | 2.3e-10 | -0.06 | 0.07 | 0.91 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | ZYG11B | 0.38 | 0.02 | enet | 52 | 0.20 | 1.2e-14 | 4.6 | 8.1 | 5.2e-16 | 0.01 | 0.18 | 0.29 | TRUE |
14 | GTEx | Esophagus Gastroesophageal Junction | CDKN2C | 0.14 | 0.11 | enet | 17 | 0.12 | 3.0e-05 | 15.9 | -15.2 | 2.0e-52 | -0.85 | 0.02 | 0.91 | TRUE |
15 | GTEx | Esophagus Muscularis | HIGD1AP11 | 0.16 | 0.01 | lasso | 7 | 0.02 | 1.3e-02 | -4.2 | -5.9 | 3.9e-09 | -0.02 | 0.04 | 0.81 | FALSE |
16 | GTEx | Esophagus Muscularis | RP4-657D16.3 | 0.06 | 0.05 | lasso | 4 | 0.03 | 9.8e-03 | 4.6 | -5.4 | 7.6e-08 | -0.12 | 0.17 | 0.26 | FALSE |
17 | GTEx | Lung | GPX7 | 0.41 | 0.35 | enet | 23 | 0.35 | 1.8e-27 | 3.9 | 5.2 | 2.7e-07 | -0.01 | 1.00 | 0.00 | TRUE |
18 | GTEx | Lung | ECHDC2 | 0.13 | 0.11 | enet | 10 | 0.10 | 4.1e-08 | -3.8 | -5.8 | 9.0e-09 | 0.00 | 1.00 | 0.00 | FALSE |
19 | GTEx | Lung | HIGD1AP11 | 0.13 | 0.02 | lasso | 5 | 0.02 | 2.2e-02 | -4.2 | -5.8 | 5.5e-09 | -0.02 | 0.08 | 0.51 | TRUE |
20 | GTEx | Skin Not Sun Exposed Suprapubic | TXNDC12 | 0.12 | 0.01 | enet | 12 | 0.03 | 1.2e-02 | -3.7 | 6.6 | 4.3e-11 | 0.06 | 0.04 | 0.44 | TRUE |
21 | GTEx | Skin Not Sun Exposed Suprapubic | ZYG11B | 0.17 | 0.09 | lasso | 2 | 0.12 | 6.4e-07 | 6.9 | 6.5 | 5.9e-11 | 0.04 | 0.14 | 0.85 | FALSE |
22 | GTEx | Skin Not Sun Exposed Suprapubic | HIGD1AP11 | 0.19 | 0.16 | lasso | 3 | 0.14 | 7.9e-08 | 5.2 | -5.5 | 4.5e-08 | 0.01 | 0.57 | 0.40 | FALSE |
23 | GTEx | Spleen | ECHDC2 | 0.43 | 0.01 | enet | 8 | 0.00 | 4.1e-01 | -6.5 | -6.8 | 1.1e-11 | 0.01 | 0.08 | 0.10 | TRUE |
24 | GTEx | Whole Blood | ECHDC2 | 0.09 | 0.09 | lasso | 5 | 0.08 | 1.9e-07 | 6.7 | -6.9 | 4.0e-12 | -0.06 | 0.07 | 0.93 | FALSE |
25 | GTEx | Whole Blood | TUBBP10 | 0.10 | 0.07 | lasso | 2 | 0.08 | 1.5e-07 | 6.7 | -7.0 | 3.4e-12 | -0.06 | 0.09 | 0.91 | TRUE |
26 | NTR | Blood | ECHDC2 | 0.03 | 0.04 | lasso | 2 | 0.04 | 1.9e-12 | 6.8 | -7.0 | 3.4e-12 | -0.06 | 0.05 | 0.95 | FALSE |
27 | ROSMAP | Brain Pre-frontal Cortex | TTC39A | 0.10 | 0.02 | bslmm | 199 | 0.04 | 3.5e-06 | 1.9 | -5.5 | 4.8e-08 | -0.37 | 0.81 | 0.01 | TRUE |
28 | ROSMAP | Brain Pre-frontal Cortex | ZYG11B | 0.12 | 0.16 | lasso | 4 | 0.15 | 3.2e-19 | 6.9 | 6.6 | 3.8e-11 | 0.04 | 0.12 | 0.88 | FALSE |
29 | YFS | Blood | ECHDC2 | 0.32 | 0.23 | lasso | 10 | 0.33 | 3.5e-112 | 6.8 | -7.9 | 2.5e-15 | -0.02 | 0.15 | 0.85 | TRUE |
30 | The Cancer Genome Atlas | Glioblastoma Multiforme | ZYG11B | 0.20 | 0.14 | enet | 9 | 0.16 | 1.6e-05 | 7.3 | 7.2 | 8.6e-13 | 0.04 | 0.01 | 0.98 | FALSE |
31 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | GLIS1 | 0.10 | 0.05 | enet | 9 | 0.04 | 2.2e-03 | 7.0 | 6.0 | 2.5e-09 | 0.00 | 0.12 | 0.47 | TRUE |
32 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | ZYG11A | 0.08 | 0.04 | blup | 37 | 0.05 | 2.9e-04 | -3.8 | -5.9 | 3.8e-09 | 0.02 | 0.03 | 0.19 | FALSE |
33 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SCP2 | 0.15 | 0.00 | blup | 92 | 0.03 | 2.5e-02 | -6.4 | -7.7 | 1.5e-14 | -0.01 | 0.03 | 0.60 | TRUE |
34 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ZYG11B | 0.03 | 0.02 | enet | 6 | 0.02 | 1.1e-03 | 6.9 | 6.2 | 6.5e-10 | 0.01 | 0.02 | 0.95 | FALSE |
35 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | GPX7 | 0.21 | 0.16 | blup | 46 | 0.13 | 1.9e-05 | 3.9 | 5.2 | 1.9e-07 | -0.03 | 0.27 | 0.21 | TRUE |
36 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | PODN | 0.22 | 0.01 | blup | 94 | 0.06 | 3.3e-03 | 2.0 | -9.2 | 2.7e-20 | 0.02 | 0.01 | 0.48 | TRUE |
37 | The Cancer Genome Atlas | Thyroid Carcinoma | ZYG11A | 0.04 | 0.03 | lasso | 3 | 0.02 | 1.7e-03 | 7.3 | -7.2 | 4.2e-13 | -0.02 | 0.00 | 0.99 | FALSE |