Best TWAS P=1.24e-95 · Best GWAS P=4.87e-87 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 | CLCN6 | 0.14 | 0.05 | enet | 36 | 0.08 | 1.9e-09 | 4.32 | -8.7 | 2.5e-18 | 0.20 | 0.48 | 0.09 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | MTHFR | 0.08 | 0.08 | lasso | 3 | 0.07 | 9.6e-09 | -9.76 | -9.8 | 1.7e-22 | 0.35 | 1.00 | 0.00 | FALSE |
3 | GTEx | Artery Aorta | NPPA-AS1 | 0.11 | 0.09 | enet | 7 | 0.07 | 6.9e-05 | -5.81 | 5.5 | 4.1e-08 | -0.22 | 0.73 | 0.02 | FALSE |
4 | GTEx | Artery Tibial | CLCN6 | 0.14 | 0.04 | lasso | 6 | 0.04 | 5.0e-04 | -14.06 | -12.4 | 1.4e-35 | 0.66 | 0.10 | 0.89 | FALSE |
5 | GTEx | Brain Cerebellar Hemisphere | NPPA-AS1 | 0.50 | 0.17 | lasso | 5 | 0.31 | 1.1e-08 | -5.79 | 8.4 | 5.9e-17 | -0.26 | 0.86 | 0.04 | FALSE |
6 | GTEx | Brain Cerebellum | MTHFR | 0.25 | 0.09 | lasso | 4 | 0.03 | 3.5e-02 | -9.76 | -10.2 | 2.6e-24 | 0.34 | 0.15 | 0.10 | FALSE |
7 | GTEx | Brain Cerebellum | NPPA-AS1 | 0.75 | 0.06 | lasso | 17 | 0.13 | 1.2e-04 | -5.79 | 8.1 | 4.1e-16 | -0.27 | 0.70 | 0.03 | FALSE |
8 | GTEx | Brain Hypothalamus | NPPA-AS1 | 0.37 | 0.12 | enet | 40 | 0.25 | 1.1e-06 | -4.50 | 6.5 | 9.2e-11 | -0.27 | 0.18 | 0.22 | FALSE |
9 | GTEx | Breast Mammary Tissue | NPPA-AS1 | 0.25 | 0.01 | lasso | 4 | 0.02 | 3.0e-02 | 3.65 | 6.3 | 3.5e-10 | -0.13 | 0.47 | 0.05 | FALSE |
10 | GTEx | Breast Mammary Tissue (Male) | FBXO6 | 0.39 | 0.01 | lasso | 6 | 0.07 | 1.1e-02 | 4.25 | 9.4 | 3.6e-21 | -0.42 | 0.04 | 0.47 | FALSE |
11 | GTEx | Breast Mammary Tissue (Female) | NPPA-AS1 | 0.16 | 0.01 | lasso | 3 | 0.00 | 3.4e-01 | 3.65 | 5.8 | 7.7e-09 | -0.06 | 0.07 | 0.09 | FALSE |
12 | GTEx | Cells EBV-transformed lymphocytes | MTHFR | 0.33 | 0.12 | lasso | 6 | 0.09 | 7.9e-04 | -13.42 | -13.4 | 4.5e-41 | 0.80 | 0.33 | 0.28 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | CLCN6 | 0.08 | 0.02 | enet | 17 | 0.05 | 1.6e-04 | -19.78 | -16.1 | 1.6e-58 | 0.75 | 0.00 | 1.00 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | MTHFR | 0.13 | 0.03 | enet | 30 | 0.05 | 6.8e-05 | -14.58 | -16.3 | 4.6e-60 | 0.57 | 0.04 | 0.94 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | NPPA-AS1 | 0.11 | 0.09 | lasso | 4 | 0.08 | 1.9e-06 | -5.81 | 5.9 | 4.1e-09 | -0.24 | 0.86 | 0.01 | FALSE |
16 | GTEx | Esophagus Mucosa | NPPA-AS1 | 0.14 | 0.05 | enet | 13 | 0.04 | 7.5e-04 | -4.50 | 7.5 | 8.1e-14 | -0.25 | 0.84 | 0.02 | FALSE |
17 | GTEx | Esophagus Muscularis | CLCN6 | 0.13 | 0.03 | enet | 21 | 0.07 | 3.6e-05 | -10.58 | -6.6 | 3.5e-11 | 0.44 | 0.16 | 0.68 | FALSE |
18 | GTEx | Nerve Tibial | NPPA-AS1 | 0.11 | 0.07 | lasso | 7 | 0.06 | 3.4e-05 | -5.81 | 9.1 | 9.4e-20 | -0.32 | 0.90 | 0.01 | FALSE |
19 | GTEx | Pituitary | NPPA-AS1 | 0.70 | 0.52 | enet | 10 | 0.50 | 1.3e-14 | -4.51 | 5.3 | 1.2e-07 | -0.27 | 1.00 | 0.00 | FALSE |
20 | GTEx | Skin Not Sun Exposed Suprapubic | CLCN6 | 0.12 | 0.03 | lasso | 3 | 0.04 | 3.3e-03 | -10.92 | -16.6 | 3.2e-62 | 0.83 | 0.02 | 0.94 | FALSE |
21 | GTEx | Skin Sun Exposed Lower leg | CLCN6 | 0.08 | 0.00 | lasso | 3 | 0.01 | 7.9e-02 | -10.58 | -13.9 | 3.9e-44 | 0.67 | 0.02 | 0.77 | FALSE |
22 | GTEx | Spleen | CLCN6 | 0.21 | 0.10 | lasso | 3 | 0.06 | 1.3e-02 | -13.43 | -15.6 | 9.2e-55 | 0.86 | 0.04 | 0.67 | FALSE |
23 | GTEx | Spleen | NPPA-AS1 | 0.48 | 0.36 | lasso | 7 | 0.32 | 4.1e-09 | -5.79 | 6.0 | 2.4e-09 | -0.22 | 0.90 | 0.01 | FALSE |
24 | GTEx | Stomach | RP4-635E18.7 | 0.13 | 0.06 | enet | 25 | 0.03 | 8.8e-03 | -3.07 | -7.6 | 2.6e-14 | 0.13 | 0.12 | 0.58 | TRUE |
25 | GTEx | Stomach | NPPA-AS1 | 0.25 | 0.20 | lasso | 6 | 0.23 | 2.8e-11 | -4.50 | 7.4 | 1.2e-13 | -0.24 | 1.00 | 0.00 | FALSE |
26 | GTEx | Testis | CLCN6 | 0.39 | 0.17 | lasso | 10 | 0.19 | 1.1e-08 | -5.79 | 8.5 | 1.4e-17 | -0.34 | 0.99 | 0.00 | FALSE |
27 | GTEx | Testis | NPPA | 0.36 | 0.23 | lasso | 9 | 0.24 | 5.0e-11 | -4.51 | 8.5 | 2.6e-17 | -0.36 | 1.00 | 0.00 | TRUE |
28 | GTEx | Testis | NPPA-AS1 | 0.62 | 0.35 | lasso | 10 | 0.41 | 1.8e-19 | -5.79 | 6.8 | 1.1e-11 | -0.28 | 1.00 | 0.00 | FALSE |
29 | GTEx | Whole Blood | CLCN6 | 0.10 | 0.02 | lasso | 3 | 0.04 | 2.1e-04 | -14.06 | -7.1 | 1.1e-12 | 0.47 | 0.36 | 0.06 | FALSE |
30 | METSIM | Adipose | CLCN6 | 0.09 | 0.04 | blup | 480 | 0.06 | 1.6e-09 | -12.56 | -14.2 | 1.2e-45 | 0.65 | 0.06 | 0.94 | FALSE |
31 | METSIM | Adipose | DRAXIN | 0.09 | 0.01 | enet | 21 | 0.04 | 1.6e-06 | -0.87 | 9.7 | 2.6e-22 | -0.51 | 0.03 | 0.92 | FALSE |
32 | METSIM | Adipose | NPPA | 0.12 | 0.09 | lasso | 11 | 0.10 | 3.0e-14 | -6.46 | 6.4 | 1.7e-10 | -0.18 | 1.00 | 0.00 | TRUE |
33 | NTR | Blood | AGTRAP | 0.02 | 0.00 | bslmm | 484 | 0.00 | 5.2e-02 | 0.17 | 10.9 | 9.7e-28 | -0.38 | 0.05 | 0.06 | FALSE |
34 | NTR | Blood | CLCN6 | 0.01 | 0.01 | lasso | 2 | 0.01 | 3.0e-04 | -14.06 | -11.7 | 1.3e-31 | 0.78 | 0.38 | 0.53 | FALSE |
35 | NTR | Blood | MTHFR | 0.09 | 0.07 | enet | 17 | 0.10 | 4.4e-31 | -9.76 | -15.3 | 1.0e-52 | 0.66 | 1.00 | 0.00 | FALSE |
36 | ROSMAP | Brain Pre-frontal Cortex | CLCN6 | 0.06 | 0.00 | bslmm | 467 | 0.02 | 9.9e-04 | -4.50 | -6.0 | 2.2e-09 | 0.41 | 0.16 | 0.10 | FALSE |
37 | ROSMAP | Brain Pre-frontal Cortex | PLOD1 | 0.11 | 0.03 | blup | 459 | 0.05 | 1.3e-07 | -3.69 | -7.8 | 9.5e-15 | 0.42 | 0.96 | 0.02 | FALSE |
38 | ROSMAP | Brain Pre-frontal Cortex | NPPA | 0.09 | 0.06 | enet | 29 | 0.09 | 1.2e-11 | 7.73 | 7.5 | 5.5e-14 | -0.13 | 0.99 | 0.00 | FALSE |
39 | ROSMAP | Brain Pre-frontal Cortex | C1orf167 | 0.07 | 0.01 | blup | 475 | 0.03 | 1.4e-04 | -13.54 | -10.8 | 3.8e-27 | 0.43 | 0.36 | 0.04 | FALSE |
40 | ROSMAP | Brain Pre-frontal Cortex | NPPA-AS1 | 0.38 | 0.41 | lasso | 12 | 0.50 | 4.6e-73 | -4.50 | 9.5 | 2.3e-21 | -0.40 | 1.00 | 0.00 | FALSE |
41 | YFS | Blood | FBXO6 | 0.15 | 0.07 | enet | 14 | 0.10 | 1.7e-30 | -2.95 | 5.5 | 3.6e-08 | -0.16 | 1.00 | 0.00 | TRUE |
42 | YFS | Blood | MTHFR | 0.50 | 0.49 | enet | 40 | 0.62 | 5.5e-264 | -9.76 | -13.1 | 2.4e-39 | 0.52 | 1.00 | 0.00 | FALSE |
43 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CLCN6 | 0.06 | 0.06 | blup | 104 | 0.06 | 5.0e-12 | -15.55 | -20.7 | 1.2e-95 | 0.75 | 0.18 | 0.82 | TRUE |
44 | The Cancer Genome Atlas | Colon Adenocarcinoma | CLCN6 | 0.14 | 0.05 | blup | 104 | 0.09 | 1.2e-05 | -19.16 | -14.5 | 2.4e-47 | 0.81 | 0.01 | 0.98 | FALSE |
45 | The Cancer Genome Atlas | Colon Adenocarcinoma | MTHFR | 0.07 | 0.01 | blup | 92 | 0.04 | 2.9e-03 | -2.21 | -14.1 | 5.8e-45 | 0.76 | 0.04 | 0.47 | TRUE |
46 | The Cancer Genome Atlas | Colon Adenocarcinoma | NPPA | 0.06 | 0.01 | lasso | 5 | 0.01 | 1.3e-01 | -6.46 | 10.8 | 2.3e-27 | -0.34 | 0.04 | 0.24 | FALSE |
47 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CLCN6 | 0.04 | 0.06 | lasso | 2 | 0.05 | 1.1e-06 | -15.55 | -17.3 | 2.5e-67 | 0.69 | 0.11 | 0.88 | FALSE |
48 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | AGTRAP | 0.04 | 0.02 | blup | 69 | 0.02 | 8.0e-04 | -9.76 | -6.5 | 5.6e-11 | 0.32 | 0.02 | 0.29 | TRUE |
49 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CLCN6 | 0.05 | 0.05 | lasso | 6 | 0.05 | 9.2e-07 | -10.58 | -15.2 | 4.0e-52 | 0.51 | 0.47 | 0.50 | FALSE |
50 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | NPPA | 0.10 | 0.07 | lasso | 7 | 0.07 | 6.5e-08 | -6.46 | 7.4 | 1.1e-13 | -0.22 | 0.98 | 0.01 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | CLCN6 | 0.07 | 0.00 | blup | 104 | 0.03 | 7.9e-03 | 4.32 | -13.9 | 9.0e-44 | 0.60 | 0.06 | 0.29 | FALSE |
52 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | NPPA | 0.08 | 0.02 | blup | 79 | 0.03 | 1.0e-02 | -13.67 | 5.7 | 1.1e-08 | -0.16 | 0.10 | 0.04 | FALSE |
53 | The Cancer Genome Atlas | Lung Adenocarcinoma | CLCN6 | 0.06 | 0.04 | blup | 104 | 0.04 | 5.2e-06 | -19.78 | -20.6 | 3.1e-94 | 0.91 | 0.01 | 0.99 | FALSE |
54 | The Cancer Genome Atlas | Lung Adenocarcinoma | MTHFR | 0.05 | 0.02 | blup | 92 | 0.02 | 2.5e-03 | -9.76 | -11.1 | 1.1e-28 | 0.44 | 0.16 | 0.06 | FALSE |
55 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | AGTRAP | 0.07 | 0.05 | blup | 69 | 0.05 | 3.7e-06 | 0.61 | 5.2 | 2.0e-07 | -0.08 | 0.48 | 0.03 | FALSE |
56 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | NPPA | 0.07 | 0.00 | blup | 79 | 0.04 | 9.7e-04 | -6.46 | 7.5 | 4.5e-14 | -0.35 | 0.10 | 0.07 | FALSE |
57 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CLCN6 | 0.10 | 0.07 | blup | 104 | 0.07 | 3.9e-08 | -12.80 | -18.7 | 9.7e-78 | 0.59 | 0.21 | 0.79 | FALSE |
58 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MTHFR | 0.04 | 0.01 | blup | 92 | 0.02 | 1.3e-03 | 1.18 | -5.2 | 1.9e-07 | -0.03 | 0.12 | 0.03 | FALSE |
59 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NPPA | 0.11 | 0.07 | enet | 12 | 0.11 | 1.0e-11 | -4.50 | 6.2 | 7.0e-10 | -0.46 | 0.99 | 0.01 | TRUE |
60 | The Cancer Genome Atlas | Stomach Adenocarcinoma | CLCN6 | 0.07 | 0.04 | blup | 104 | 0.05 | 2.4e-04 | -19.16 | -18.8 | 5.9e-79 | 0.94 | 0.01 | 0.98 | FALSE |
61 | The Cancer Genome Atlas | Stomach Adenocarcinoma | NPPA | 0.06 | 0.03 | enet | 4 | 0.04 | 7.6e-04 | -12.80 | 10.7 | 1.5e-26 | -0.45 | 0.11 | 0.14 | FALSE |
62 | The Cancer Genome Atlas | Thyroid Carcinoma | CLCN6 | 0.08 | 0.02 | blup | 104 | 0.05 | 2.5e-05 | -13.54 | -15.9 | 1.0e-56 | 0.64 | 0.15 | 0.84 | FALSE |