Best TWAS P=1.56e-36 · Best GWAS P=6.52e-37 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 | GTEx | Artery Tibial | CLCN6 | 0.14 | 0.04 | lasso | 6 | 0.04 | 5.0e-04 | -7.85 | -6.4 | 2.0e-10 | 0.66 | 0.10 | 0.88 | FALSE |
2 | GTEx | Brain Cerebellar Hemisphere | NPPA-AS1 | 0.50 | 0.17 | lasso | 5 | 0.31 | 1.1e-08 | -4.73 | 5.3 | 1.4e-07 | -0.26 | 0.86 | 0.03 | FALSE |
3 | GTEx | Brain Cerebellum | NPPA-AS1 | 0.75 | 0.06 | lasso | 17 | 0.13 | 1.2e-04 | -4.73 | 5.8 | 7.7e-09 | -0.27 | 0.70 | 0.03 | FALSE |
4 | GTEx | Cells EBV-transformed lymphocytes | MTHFR | 0.33 | 0.12 | lasso | 6 | 0.09 | 7.9e-04 | -7.49 | -7.5 | 6.6e-14 | 0.80 | 0.34 | 0.27 | FALSE |
5 | GTEx | Cells Transformed fibroblasts | CLCN6 | 0.08 | 0.02 | enet | 17 | 0.05 | 1.6e-04 | -12.69 | -11.1 | 9.1e-29 | 0.75 | 0.01 | 0.99 | FALSE |
6 | GTEx | Cells Transformed fibroblasts | MTHFR | 0.13 | 0.03 | enet | 30 | 0.05 | 6.8e-05 | -8.20 | -8.7 | 5.1e-18 | 0.57 | 0.04 | 0.93 | FALSE |
7 | GTEx | Esophagus Mucosa | NPPA-AS1 | 0.14 | 0.05 | enet | 13 | 0.04 | 7.5e-04 | -4.45 | 5.8 | 4.8e-09 | -0.25 | 0.84 | 0.02 | FALSE |
8 | GTEx | Nerve Tibial | NPPA-AS1 | 0.11 | 0.07 | lasso | 7 | 0.06 | 3.4e-05 | -4.75 | 6.2 | 6.2e-10 | -0.32 | 0.90 | 0.01 | FALSE |
9 | GTEx | Skin Not Sun Exposed Suprapubic | CLCN6 | 0.12 | 0.03 | lasso | 3 | 0.04 | 3.3e-03 | -7.66 | -11.0 | 4.5e-28 | 0.83 | 0.02 | 0.93 | FALSE |
10 | GTEx | Skin Sun Exposed Lower leg | CLCN6 | 0.08 | 0.00 | lasso | 3 | 0.01 | 7.9e-02 | -4.40 | -7.6 | 2.3e-14 | 0.67 | 0.03 | 0.73 | FALSE |
11 | GTEx | Spleen | CLCN6 | 0.21 | 0.10 | lasso | 3 | 0.06 | 1.3e-02 | -7.56 | -9.1 | 1.3e-19 | 0.86 | 0.04 | 0.72 | TRUE |
12 | GTEx | Stomach | RP4-635E18.7 | 0.13 | 0.06 | enet | 25 | 0.03 | 8.8e-03 | -1.35 | -5.8 | 6.1e-09 | 0.13 | 0.12 | 0.58 | TRUE |
13 | GTEx | Stomach | NPPA-AS1 | 0.25 | 0.20 | lasso | 6 | 0.23 | 2.8e-11 | -4.45 | 5.6 | 2.3e-08 | -0.24 | 1.00 | 0.00 | FALSE |
14 | GTEx | Testis | CLCN6 | 0.39 | 0.17 | lasso | 10 | 0.19 | 1.1e-08 | -4.73 | 6.1 | 9.6e-10 | -0.34 | 0.99 | 0.00 | TRUE |
15 | GTEx | Testis | NPPA | 0.36 | 0.23 | lasso | 9 | 0.24 | 5.0e-11 | -4.46 | 6.8 | 1.5e-11 | -0.36 | 1.00 | 0.00 | FALSE |
16 | GTEx | Testis | NPPA-AS1 | 0.62 | 0.35 | lasso | 10 | 0.41 | 1.8e-19 | -4.73 | 5.6 | 2.1e-08 | -0.28 | 1.00 | 0.00 | FALSE |
17 | METSIM | Adipose | CLCN6 | 0.09 | 0.04 | blup | 480 | 0.06 | 1.6e-09 | -6.96 | -7.8 | 5.5e-15 | 0.65 | 0.06 | 0.94 | FALSE |
18 | METSIM | Adipose | DRAXIN | 0.09 | 0.01 | enet | 21 | 0.04 | 1.6e-06 | 0.44 | 6.0 | 2.7e-09 | -0.51 | 0.03 | 0.92 | FALSE |
19 | METSIM | Adipose | NPPA | 0.12 | 0.09 | lasso | 11 | 0.10 | 3.0e-14 | -5.31 | 5.3 | 1.2e-07 | -0.18 | 1.00 | 0.00 | TRUE |
20 | NTR | Blood | AGTRAP | 0.02 | 0.00 | bslmm | 484 | 0.00 | 5.2e-02 | -0.61 | 7.0 | 2.6e-12 | -0.38 | 0.05 | 0.06 | FALSE |
21 | NTR | Blood | CLCN6 | 0.01 | 0.01 | lasso | 2 | 0.01 | 3.0e-04 | -7.85 | -6.9 | 6.0e-12 | 0.78 | 0.38 | 0.54 | FALSE |
22 | NTR | Blood | MTHFR | 0.09 | 0.07 | enet | 17 | 0.10 | 4.4e-31 | -4.14 | -7.8 | 5.1e-15 | 0.66 | 1.00 | 0.00 | FALSE |
23 | ROSMAP | Brain Pre-frontal Cortex | C1orf167 | 0.07 | 0.01 | blup | 475 | 0.03 | 1.4e-04 | -7.25 | -5.7 | 1.6e-08 | 0.43 | 0.36 | 0.04 | FALSE |
24 | ROSMAP | Brain Pre-frontal Cortex | NPPA-AS1 | 0.38 | 0.41 | lasso | 12 | 0.50 | 4.6e-73 | -4.45 | 6.6 | 3.3e-11 | -0.40 | 1.00 | 0.00 | FALSE |
25 | YFS | Blood | MTHFR | 0.50 | 0.49 | enet | 40 | 0.62 | 5.5e-264 | -4.14 | -6.3 | 3.0e-10 | 0.52 | 1.00 | 0.00 | FALSE |
26 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CLCN6 | 0.06 | 0.06 | blup | 104 | 0.06 | 5.0e-12 | -8.87 | -12.6 | 1.6e-36 | 0.75 | 0.22 | 0.78 | TRUE |
27 | The Cancer Genome Atlas | Colon Adenocarcinoma | CLCN6 | 0.14 | 0.05 | blup | 104 | 0.09 | 1.2e-05 | -12.29 | -9.7 | 4.7e-22 | 0.81 | 0.01 | 0.98 | FALSE |
28 | The Cancer Genome Atlas | Colon Adenocarcinoma | MTHFR | 0.07 | 0.01 | blup | 92 | 0.04 | 2.9e-03 | -2.33 | -8.2 | 3.2e-16 | 0.76 | 0.04 | 0.47 | FALSE |
29 | The Cancer Genome Atlas | Colon Adenocarcinoma | NPPA | 0.06 | 0.01 | lasso | 5 | 0.01 | 1.3e-01 | -5.31 | 7.8 | 5.3e-15 | -0.34 | 0.04 | 0.24 | FALSE |
30 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CLCN6 | 0.04 | 0.06 | lasso | 2 | 0.05 | 1.1e-06 | -8.87 | -10.2 | 3.2e-24 | 0.69 | 0.10 | 0.89 | FALSE |
31 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CLCN6 | 0.05 | 0.05 | lasso | 6 | 0.05 | 9.2e-07 | -4.40 | -7.5 | 6.2e-14 | 0.51 | 0.49 | 0.48 | FALSE |
32 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | NPPA | 0.10 | 0.07 | lasso | 7 | 0.07 | 6.5e-08 | -5.31 | 6.0 | 1.5e-09 | -0.22 | 0.98 | 0.00 | FALSE |
33 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | CLCN6 | 0.07 | 0.00 | blup | 104 | 0.03 | 7.9e-03 | 3.15 | -7.7 | 1.9e-14 | 0.60 | 0.06 | 0.29 | FALSE |
34 | The Cancer Genome Atlas | Lung Adenocarcinoma | CLCN6 | 0.06 | 0.04 | blup | 104 | 0.04 | 5.2e-06 | -12.69 | -12.4 | 4.2e-35 | 0.91 | 0.01 | 0.99 | FALSE |
35 | The Cancer Genome Atlas | Lung Adenocarcinoma | MTHFR | 0.05 | 0.02 | blup | 92 | 0.02 | 2.5e-03 | -4.14 | -5.8 | 5.9e-09 | 0.44 | 0.16 | 0.06 | FALSE |
36 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | NPPA | 0.07 | 0.00 | blup | 79 | 0.04 | 9.7e-04 | -5.31 | 5.5 | 3.9e-08 | -0.35 | 0.10 | 0.07 | FALSE |
37 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CLCN6 | 0.10 | 0.07 | blup | 104 | 0.07 | 3.9e-08 | -9.81 | -12.2 | 3.0e-34 | 0.59 | 0.20 | 0.79 | FALSE |
38 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NPPA | 0.11 | 0.07 | enet | 12 | 0.11 | 1.0e-11 | -4.45 | 5.4 | 7.6e-08 | -0.46 | 0.99 | 0.01 | FALSE |
39 | The Cancer Genome Atlas | Stomach Adenocarcinoma | CLCN6 | 0.07 | 0.04 | blup | 104 | 0.05 | 2.4e-04 | -12.29 | -11.0 | 2.7e-28 | 0.94 | 0.01 | 0.98 | FALSE |
40 | The Cancer Genome Atlas | Stomach Adenocarcinoma | NPPA | 0.06 | 0.03 | enet | 4 | 0.04 | 7.6e-04 | -9.81 | 8.4 | 5.1e-17 | -0.45 | 0.11 | 0.15 | FALSE |
41 | The Cancer Genome Atlas | Thyroid Carcinoma | CLCN6 | 0.08 | 0.02 | blup | 104 | 0.05 | 2.5e-05 | -7.25 | -10.4 | 1.7e-25 | 0.64 | 0.15 | 0.84 | FALSE |