Best TWAS P=1.75e-42 · Best GWAS P=2.83e-43 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 | MTMR9LP | 0.11 | 0.11 | lasso | 23 | 0.11 | 6.5e-13 | 4.38 | 5.2 | 1.6e-07 | 0.34 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | PEF1 | 0.04 | 0.04 | lasso | 4 | 0.03 | 2.8e-04 | -6.09 | 6.1 | 8.4e-10 | 0.04 | 0.84 | 0.04 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | TMEM54 | 0.05 | 0.00 | blup | 281 | 0.02 | 4.5e-03 | -0.78 | -5.5 | 4.7e-08 | -0.07 | 0.10 | 0.30 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | TXLNA | 0.04 | 0.04 | bslmm | 221 | 0.03 | 1.8e-04 | 8.48 | -6.5 | 6.3e-11 | -0.20 | 0.84 | 0.01 | FALSE |
5 | CommonMind | Brain Pre-frontal Cortex | ZNF362 | 0.05 | 0.06 | lasso | 1 | 0.06 | 2.2e-07 | -8.30 | -8.3 | 1.1e-16 | -0.09 | 0.00 | 1.00 | TRUE |
6 | GTEx | Artery Aorta | PEF1 | 0.15 | 0.05 | lasso | 5 | 0.04 | 2.2e-03 | -9.54 | 10.6 | 2.2e-26 | 0.10 | 0.51 | 0.02 | TRUE |
7 | GTEx | Artery Tibial | PEF1 | 0.10 | 0.09 | enet | 16 | 0.09 | 9.0e-08 | -6.10 | 6.7 | 2.4e-11 | 0.06 | 0.99 | 0.00 | FALSE |
8 | GTEx | Brain Caudate basal ganglia | FAM167B | 0.43 | 0.00 | lasso | 11 | 0.00 | 3.0e-01 | -1.35 | 6.4 | 1.8e-10 | 0.34 | 0.02 | 0.21 | FALSE |
9 | GTEx | Brain Cerebellum | RP11-415J8.3 | 0.25 | 0.06 | lasso | 3 | 0.07 | 4.2e-03 | 7.61 | -7.4 | 1.1e-13 | -0.11 | 0.13 | 0.14 | FALSE |
10 | GTEx | Breast Mammary Tissue | SYNC | 0.20 | 0.00 | lasso | 4 | 0.01 | 6.9e-02 | -1.87 | 5.8 | 8.4e-09 | 0.15 | 0.14 | 0.24 | FALSE |
11 | GTEx | Cells EBV-transformed lymphocytes | KPNA6 | 0.19 | 0.14 | enet | 18 | 0.10 | 4.9e-04 | 8.46 | 8.9 | 7.5e-19 | 0.36 | 0.22 | 0.05 | FALSE |
12 | GTEx | Cells EBV-transformed lymphocytes | PHC2 | 0.58 | 0.34 | lasso | 7 | 0.28 | 7.3e-10 | -7.89 | 7.3 | 2.1e-13 | 0.10 | 0.02 | 0.98 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | KPNA6 | 0.13 | 0.10 | lasso | 5 | 0.11 | 1.3e-08 | 8.44 | 8.4 | 3.0e-17 | 0.38 | 1.00 | 0.00 | FALSE |
14 | GTEx | Colon Sigmoid | PEF1 | 0.16 | 0.09 | lasso | 3 | 0.09 | 4.3e-04 | -7.19 | 8.7 | 3.3e-18 | 0.06 | 0.21 | 0.05 | FALSE |
15 | GTEx | Esophagus Mucosa | MTMR9LP | 0.07 | 0.09 | lasso | 3 | 0.05 | 1.5e-04 | 4.50 | 5.6 | 2.0e-08 | 0.35 | 0.73 | 0.10 | TRUE |
16 | GTEx | Nerve Tibial | TXLNA | 0.10 | 0.00 | enet | 5 | 0.00 | 6.8e-01 | -2.71 | -6.9 | 5.4e-12 | -0.32 | 0.04 | 0.04 | TRUE |
17 | GTEx | Skin Not Sun Exposed Suprapubic | EIF3I | 0.12 | 0.06 | lasso | 1 | 0.03 | 7.2e-03 | 8.41 | -8.4 | 4.1e-17 | -0.38 | 0.09 | 0.04 | FALSE |
18 | GTEx | Skin Sun Exposed Lower leg | PEF1 | 0.05 | 0.03 | enet | 9 | 0.02 | 4.6e-03 | -9.54 | 8.0 | 1.5e-15 | 0.10 | 0.66 | 0.01 | FALSE |
19 | GTEx | Testis | RP4-622L5.7 | 0.12 | 0.11 | lasso | 5 | 0.08 | 2.3e-04 | 8.48 | 8.5 | 1.8e-17 | 0.38 | 0.35 | 0.13 | FALSE |
20 | GTEx | Whole Blood | SERINC2 | 0.34 | 0.14 | enet | 54 | 0.15 | 1.1e-13 | -2.57 | 6.0 | 2.7e-09 | 0.12 | 1.00 | 0.00 | TRUE |
21 | METSIM | Adipose | KPNA6 | 0.07 | 0.06 | lasso | 10 | 0.06 | 1.8e-09 | 8.50 | 8.8 | 8.8e-19 | 0.40 | 1.00 | 0.00 | FALSE |
22 | METSIM | Adipose | PEF1 | 0.03 | 0.02 | enet | 17 | 0.02 | 7.9e-04 | -6.39 | 5.2 | 2.4e-07 | 0.17 | 0.42 | 0.03 | FALSE |
23 | ROSMAP | Brain Pre-frontal Cortex | KPNA6 | 0.03 | 0.04 | lasso | 4 | 0.02 | 8.1e-04 | 8.34 | 8.7 | 2.4e-18 | 0.42 | 0.61 | 0.20 | TRUE |
24 | ROSMAP | Brain Pre-frontal Cortex | PHC2 | 0.11 | 0.07 | lasso | 3 | 0.05 | 2.2e-07 | -7.89 | -7.5 | 9.7e-14 | -0.09 | 0.01 | 0.99 | FALSE |
25 | ROSMAP | Brain Pre-frontal Cortex | PEF1 | 0.04 | 0.04 | lasso | 3 | 0.02 | 4.2e-04 | -6.53 | 6.1 | 1.2e-09 | 0.06 | 0.82 | 0.01 | FALSE |
26 | YFS | Blood | KPNA6 | 0.03 | 0.03 | bslmm | 236 | 0.04 | 1.1e-11 | 8.62 | 9.5 | 1.7e-21 | 0.40 | 1.00 | 0.00 | FALSE |
27 | YFS | Blood | PEF1 | 0.05 | 0.02 | blup | 346 | 0.03 | 2.8e-11 | -7.19 | 5.2 | 1.7e-07 | 0.06 | 1.00 | 0.00 | FALSE |
28 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ZNF362 | 0.03 | 0.01 | blup | 49 | 0.01 | 1.3e-03 | 2.72 | -5.3 | 1.3e-07 | -0.05 | 0.01 | 0.31 | FALSE |
29 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TMEM39B | 0.04 | 0.03 | blup | 16 | 0.03 | 5.0e-04 | 8.50 | -8.2 | 2.5e-16 | -0.31 | 0.01 | 0.94 | FALSE |
30 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MTMR9L | 0.03 | 0.03 | blup | 28 | 0.01 | 1.6e-02 | 4.65 | 7.6 | 2.1e-14 | 0.39 | 0.04 | 0.55 | FALSE |
31 | The Cancer Genome Atlas | Brain Lower Grade Glioma | KPNA6 | 0.02 | 0.02 | blup | 29 | 0.02 | 1.9e-03 | 8.49 | 8.4 | 3.0e-17 | 0.36 | 0.02 | 0.83 | FALSE |
32 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MTMR9L | 0.04 | 0.04 | blup | 29 | 0.02 | 1.0e-03 | 4.50 | 7.0 | 2.3e-12 | 0.40 | 0.20 | 0.45 | TRUE |
33 | The Cancer Genome Atlas | Lung Adenocarcinoma | MTMR9L | 0.03 | 0.00 | blup | 30 | 0.01 | 1.0e-02 | 4.38 | 7.4 | 1.2e-13 | 0.32 | 0.01 | 0.60 | FALSE |
34 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | TMEM39B | 0.05 | 0.04 | enet | 9 | 0.05 | 1.7e-04 | 8.49 | -6.6 | 4.0e-11 | -0.22 | 0.01 | 0.82 | FALSE |
35 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | MTMR9L | 0.15 | 0.02 | blup | 29 | 0.09 | 2.8e-03 | 4.77 | 7.4 | 1.8e-13 | 0.35 | 0.01 | 0.38 | FALSE |
36 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | PTP4A2 | 0.09 | -0.01 | blup | 26 | 0.00 | 4.1e-01 | 10.66 | 13.7 | 1.8e-42 | 0.80 | 0.01 | 0.56 | TRUE |
37 | The Cancer Genome Atlas | Thyroid Carcinoma | FAM167B | 0.03 | 0.01 | blup | 26 | 0.02 | 2.4e-03 | 4.65 | -6.7 | 1.7e-11 | -0.37 | 0.02 | 0.74 | FALSE |
38 | The Cancer Genome Atlas | Thyroid Carcinoma | KPNA6 | 0.03 | 0.03 | blup | 28 | 0.03 | 5.3e-04 | 8.62 | 8.5 | 1.4e-17 | 0.34 | 0.02 | 0.88 | TRUE |
39 | The Cancer Genome Atlas | Thyroid Carcinoma | MTMR9L | 0.03 | 0.04 | blup | 28 | 0.03 | 3.3e-04 | 4.38 | 7.6 | 3.7e-14 | 0.38 | 0.03 | 0.92 | TRUE |
40 | The Cancer Genome Atlas | Thyroid Carcinoma | SPOCD1 | 0.04 | 0.02 | blup | 38 | 0.02 | 3.0e-03 | -4.85 | 5.9 | 3.6e-09 | 0.34 | 0.04 | 0.11 | FALSE |
41 | The Cancer Genome Atlas | Thyroid Carcinoma | TINAGL1 | 0.05 | 0.03 | enet | 5 | 0.03 | 1.2e-03 | -6.53 | -5.5 | 3.2e-08 | -0.08 | 0.01 | 0.23 | FALSE |