Best TWAS P=5.5e-12 · Best GWAS P=1.9e-10 conditioned to 0.985
# | 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 | CNPY2 | 0.06 | 0.05 | lasso | 8 | 0.05 | 2.3e-06 | 6.3 | -6.4 | 1.6e-10 | -0.97 | 0.02 | 0.98 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | PAN2 | 0.05 | 0.07 | lasso | 3 | 0.06 | 5.4e-08 | 6.3 | 6.3 | 3.8e-10 | 0.93 | 0.02 | 0.98 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | RBMS2 | 0.09 | 0.04 | blup | 332 | 0.02 | 1.3e-03 | -3.8 | 5.2 | 2.0e-07 | 0.26 | 0.68 | 0.02 | FALSE |
4 | GTEx | Adipose Subcutaneous | STAT2 | 0.11 | 0.07 | enet | 24 | 0.05 | 4.9e-05 | 6.3 | -5.2 | 2.5e-07 | -0.71 | 0.02 | 0.98 | FALSE |
5 | GTEx | Adipose Subcutaneous | RP11-977G19.11 | 0.12 | 0.10 | lasso | 7 | 0.09 | 7.5e-08 | 6.3 | -6.3 | 3.9e-10 | -0.94 | 0.02 | 0.98 | FALSE |
6 | GTEx | Adrenal Gland | RP11-977G19.11 | 0.19 | 0.16 | lasso | 15 | 0.09 | 3.9e-04 | 6.3 | -6.4 | 2.1e-10 | -0.97 | 0.02 | 0.97 | FALSE |
7 | GTEx | Artery Aorta | RP11-977G19.11 | 0.26 | 0.28 | lasso | 14 | 0.28 | 5.3e-16 | 6.3 | -6.3 | 3.8e-10 | -0.93 | 0.02 | 0.98 | FALSE |
8 | GTEx | Artery Coronary | RP11-977G19.11 | 0.24 | 0.14 | lasso | 13 | 0.08 | 1.2e-03 | 6.3 | -6.3 | 2.8e-10 | -0.92 | 0.02 | 0.96 | FALSE |
9 | GTEx | Artery Tibial | RP11-977G19.11 | 0.16 | 0.18 | lasso | 12 | 0.18 | 6.1e-14 | 6.3 | -6.3 | 3.8e-10 | -0.93 | 0.02 | 0.98 | FALSE |
10 | GTEx | Brain Caudate basal ganglia | RP11-977G19.11 | 0.31 | 0.25 | lasso | 5 | 0.28 | 1.2e-08 | 6.3 | -6.7 | 1.8e-11 | -0.94 | 0.02 | 0.98 | FALSE |
11 | GTEx | Brain Cerebellum | RP11-977G19.11 | 0.17 | 0.19 | lasso | 14 | 0.18 | 5.4e-06 | 6.3 | -6.4 | 2.0e-10 | -0.96 | 0.02 | 0.97 | FALSE |
12 | GTEx | Brain Cortex | RP11-977G19.11 | 0.38 | 0.16 | lasso | 9 | 0.12 | 3.8e-04 | 6.3 | -6.9 | 6.9e-12 | -0.94 | 0.02 | 0.89 | FALSE |
13 | GTEx | Brain Frontal Cortex BA9 | RP11-977G19.11 | 0.30 | 0.34 | lasso | 5 | 0.32 | 3.5e-09 | 6.3 | -6.0 | 2.0e-09 | -0.98 | 0.02 | 0.98 | FALSE |
14 | GTEx | Brain Hippocampus | RP11-977G19.11 | 0.25 | 0.21 | lasso | 5 | 0.16 | 1.1e-04 | 6.3 | -6.0 | 2.6e-09 | -0.89 | 0.02 | 0.92 | FALSE |
15 | GTEx | Brain Hypothalamus | RP11-977G19.11 | 0.32 | 0.20 | lasso | 6 | 0.23 | 4.4e-06 | 6.3 | -6.5 | 9.5e-11 | -0.97 | 0.02 | 0.97 | FALSE |
16 | GTEx | Brain Nucleus accumbens basal ganglia | RP11-977G19.11 | 0.30 | 0.12 | lasso | 10 | 0.08 | 4.6e-03 | 6.3 | -6.3 | 2.2e-10 | -0.99 | 0.02 | 0.92 | FALSE |
17 | GTEx | Brain Putamen basal ganglia | RP11-973D8.4 | 0.18 | 0.21 | lasso | 1 | 0.14 | 4.3e-04 | 6.3 | -6.3 | 2.6e-10 | -1.00 | 0.02 | 0.87 | FALSE |
18 | GTEx | Breast Mammary Tissue | RP11-977G19.11 | 0.11 | 0.08 | lasso | 8 | 0.04 | 2.5e-03 | 6.3 | -6.3 | 3.0e-10 | -0.98 | 0.02 | 0.93 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | PAN2 | 0.09 | 0.07 | lasso | 4 | 0.05 | 1.7e-04 | 6.3 | 6.6 | 5.6e-11 | 0.93 | 0.02 | 0.98 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | RP11-977G19.11 | 0.11 | 0.07 | enet | 22 | 0.05 | 9.5e-05 | 6.3 | -6.4 | 2.0e-10 | -0.98 | 0.02 | 0.98 | FALSE |
21 | GTEx | Colon Transverse | RP11-977G19.11 | 0.18 | 0.05 | lasso | 2 | 0.00 | 1.9e-01 | 6.3 | -6.4 | 1.9e-10 | -0.97 | 0.02 | 0.83 | FALSE |
22 | GTEx | Esophagus Gastroesophageal Junction | RP11-977G19.11 | 0.18 | 0.14 | lasso | 13 | 0.07 | 2.0e-03 | 6.3 | -6.3 | 3.8e-10 | -0.93 | 0.02 | 0.97 | FALSE |
23 | GTEx | Esophagus Mucosa | RP11-977G19.11 | 0.07 | 0.09 | lasso | 1 | 0.07 | 1.5e-05 | 6.3 | -6.3 | 2.9e-10 | -0.96 | 0.02 | 0.98 | FALSE |
24 | GTEx | Esophagus Muscularis | RP11-977G19.11 | 0.12 | 0.06 | lasso | 2 | 0.10 | 2.2e-06 | 6.3 | -6.1 | 8.1e-10 | -0.81 | 0.03 | 0.95 | FALSE |
25 | GTEx | Liver | DGKA | 0.33 | 0.03 | lasso | 15 | 0.13 | 1.4e-04 | 6.4 | 6.1 | 1.3e-09 | 0.74 | 0.03 | 0.72 | FALSE |
26 | GTEx | Liver | STAT2 | 0.32 | 0.17 | lasso | 13 | 0.14 | 9.9e-05 | 6.3 | 6.3 | 2.3e-10 | 0.95 | 0.02 | 0.97 | FALSE |
27 | GTEx | Lung | RP11-977G19.11 | 0.07 | 0.03 | lasso | 11 | 0.04 | 5.1e-04 | 6.3 | -6.5 | 8.6e-11 | -0.88 | 0.02 | 0.97 | FALSE |
28 | GTEx | Lung | CNPY2 | 0.05 | 0.03 | lasso | 4 | 0.00 | 1.7e-01 | 6.3 | 6.2 | 7.0e-10 | 0.94 | 0.02 | 0.94 | FALSE |
29 | GTEx | Muscle Skeletal | COQ10A | 0.05 | 0.02 | enet | 17 | 0.03 | 2.8e-04 | 6.3 | -5.2 | 2.5e-07 | -0.73 | 0.02 | 0.94 | FALSE |
30 | GTEx | Nerve Tibial | IL23A | 0.06 | 0.08 | lasso | 10 | 0.07 | 1.6e-05 | 6.3 | 6.4 | 1.8e-10 | 0.96 | 0.02 | 0.98 | FALSE |
31 | GTEx | Nerve Tibial | STAT2 | 0.08 | 0.05 | lasso | 3 | 0.03 | 5.0e-03 | 6.3 | -6.3 | 2.3e-10 | -0.94 | 0.02 | 0.94 | FALSE |
32 | GTEx | Nerve Tibial | RP11-977G19.11 | 0.15 | 0.18 | enet | 23 | 0.20 | 7.7e-14 | 6.3 | -6.3 | 2.2e-10 | -0.98 | 0.02 | 0.98 | FALSE |
33 | GTEx | Pancreas | RBMS2 | 0.10 | 0.02 | lasso | 14 | 0.00 | 2.2e-01 | 2.5 | 5.5 | 3.2e-08 | 0.77 | 0.03 | 0.80 | FALSE |
34 | GTEx | Pancreas | IL23A | 0.23 | 0.01 | lasso | 13 | 0.04 | 1.1e-02 | 6.3 | 6.3 | 2.3e-10 | 0.95 | 0.02 | 0.98 | FALSE |
35 | GTEx | Pituitary | IL23A | 0.27 | 0.11 | lasso | 9 | 0.12 | 8.0e-04 | 6.3 | 6.4 | 1.4e-10 | 0.80 | 0.02 | 0.90 | FALSE |
36 | GTEx | Pituitary | RP11-977G19.11 | 0.47 | 0.40 | lasso | 14 | 0.40 | 4.5e-11 | 6.3 | -6.4 | 1.7e-10 | -0.93 | 0.02 | 0.98 | FALSE |
37 | GTEx | Pituitary | CNPY2 | 0.32 | 0.19 | lasso | 11 | 0.12 | 6.8e-04 | 6.3 | 6.3 | 3.8e-10 | 0.93 | 0.02 | 0.93 | FALSE |
38 | GTEx | Skin Sun Exposed Lower leg | RP11-977G19.11 | 0.15 | 0.09 | lasso | 11 | 0.08 | 1.9e-07 | 6.3 | -6.3 | 3.6e-10 | -0.98 | 0.02 | 0.98 | FALSE |
39 | GTEx | Skin Sun Exposed Lower leg | CNPY2 | 0.10 | 0.08 | lasso | 5 | 0.08 | 5.9e-07 | 6.3 | 6.3 | 2.5e-10 | 0.93 | 0.02 | 0.98 | FALSE |
40 | GTEx | Testis | RPS26 | 0.11 | -0.01 | enet | 29 | 0.00 | 2.5e-01 | -2.1 | -5.9 | 4.1e-09 | -0.57 | 0.03 | 0.62 | FALSE |
41 | GTEx | Thyroid | IL23A | 0.07 | 0.04 | lasso | 10 | 0.00 | 1.9e-01 | 6.3 | 6.3 | 3.8e-10 | 0.93 | 0.02 | 0.94 | FALSE |
42 | GTEx | Thyroid | RP11-977G19.11 | 0.16 | 0.11 | enet | 20 | 0.13 | 3.5e-10 | 6.3 | -6.9 | 5.5e-12 | -0.92 | 0.02 | 0.98 | TRUE |
43 | GTEx | Thyroid | CNPY2 | 0.06 | 0.02 | lasso | 10 | 0.02 | 2.1e-02 | 6.3 | 6.2 | 6.4e-10 | 0.96 | 0.02 | 0.96 | FALSE |
44 | NTR | Blood | OBFC2B | 0.01 | 0.00 | bslmm | 248 | 0.00 | 3.6e-02 | 1.2 | -6.3 | 3.6e-10 | -0.69 | 0.02 | 0.46 | FALSE |
45 | ROSMAP | Brain Pre-frontal Cortex | NABP2 | 0.12 | 0.12 | lasso | 4 | 0.13 | 2.7e-16 | 6.3 | 6.4 | 1.6e-10 | 0.94 | 0.02 | 0.98 | FALSE |
46 | YFS | Blood | CNPY2 | 0.02 | 0.02 | lasso | 1 | 0.02 | 5.8e-07 | 6.3 | 6.3 | 2.8e-10 | 0.98 | 0.02 | 0.98 | FALSE |
47 | The Cancer Genome Atlas | Breast Invasive Carcinoma | COQ10A | 0.01 | 0.00 | enet | 8 | 0.01 | 2.1e-02 | 6.3 | -5.7 | 1.3e-08 | -0.82 | 0.01 | 0.84 | FALSE |
48 | The Cancer Genome Atlas | Glioblastoma Multiforme | PAN2 | 0.08 | 0.04 | blup | 31 | 0.03 | 4.4e-02 | 6.4 | 6.4 | 1.4e-10 | 0.98 | 0.01 | 0.58 | FALSE |
49 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | COQ10A | 0.04 | 0.02 | lasso | 3 | 0.03 | 5.2e-04 | 6.3 | -5.9 | 3.0e-09 | -0.88 | 0.01 | 0.87 | FALSE |
50 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | STAT2 | 0.07 | 0.04 | enet | 10 | 0.04 | 1.9e-03 | 6.3 | 5.9 | 4.5e-09 | 0.92 | 0.01 | 0.80 | FALSE |
51 | The Cancer Genome Atlas | Brain Lower Grade Glioma | IL23A | 0.03 | 0.04 | lasso | 7 | 0.04 | 2.9e-05 | 6.3 | 6.3 | 2.9e-10 | 0.96 | 0.01 | 0.98 | FALSE |
52 | The Cancer Genome Atlas | Lung Adenocarcinoma | COQ10A | 0.06 | 0.02 | blup | 27 | 0.02 | 5.7e-03 | 6.3 | -6.5 | 9.7e-11 | -0.88 | 0.01 | 0.61 | FALSE |
53 | The Cancer Genome Atlas | Lung Adenocarcinoma | STAT2 | 0.02 | 0.02 | blup | 21 | 0.01 | 9.6e-03 | 6.3 | 6.5 | 1.1e-10 | 0.98 | 0.01 | 0.86 | FALSE |
54 | The Cancer Genome Atlas | Prostate Adenocarcinoma | COQ10A | 0.03 | 0.03 | lasso | 2 | 0.03 | 9.1e-04 | 6.3 | -6.3 | 2.4e-10 | -0.96 | 0.01 | 0.91 | FALSE |
55 | The Cancer Genome Atlas | Thyroid Carcinoma | IL23A | 0.03 | 0.03 | blup | 22 | 0.02 | 1.8e-03 | 6.3 | 6.2 | 5.6e-10 | 0.97 | 0.01 | 0.82 | FALSE |