Best TWAS P=1.98e-22 · Best GWAS P=3.05e-19 conditioned to 1
# | 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 | ABHD15 | 0.07 | 0.03 | bslmm | 319 | 0.04 | 3.4e-05 | -3.8 | -5.8 | 8.4e-09 | -0.31 | 0.46 | 0.03 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | DHRS13 | 0.04 | 0.01 | blup | 304 | 0.02 | 6.0e-04 | 4.6 | -6.2 | 4.4e-10 | -0.05 | 0.06 | 0.74 | TRUE |
3 | CommonMind | Brain Pre-frontal Cortex | EFCAB5 | 0.11 | 0.18 | blup | 392 | 0.17 | 1.7e-20 | 8.5 | 7.0 | 2.8e-12 | 0.86 | 0.30 | 0.70 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | TAOK1 | 0.06 | 0.00 | bslmm | 370 | 0.02 | 2.1e-03 | -5.5 | -6.8 | 1.4e-11 | -0.61 | 0.12 | 0.38 | FALSE |
5 | GTEx | Artery Tibial | BLMH | 0.12 | 0.04 | enet | 16 | 0.08 | 6.7e-07 | -3.0 | 6.8 | 1.2e-11 | 0.74 | 0.32 | 0.68 | FALSE |
6 | GTEx | Brain Nucleus accumbens basal ganglia | CORO6 | 0.11 | 0.10 | lasso | 2 | 0.05 | 2.2e-02 | 8.1 | -8.5 | 2.6e-17 | -0.87 | 0.11 | 0.55 | FALSE |
7 | GTEx | Esophagus Muscularis | SSH2 | 0.04 | 0.01 | enet | 10 | 0.00 | 3.3e-01 | 8.8 | 8.0 | 9.6e-16 | 0.84 | 0.07 | 0.88 | FALSE |
8 | GTEx | Heart Left Ventricle | ANKRD13B | 0.13 | 0.04 | lasso | 5 | 0.03 | 1.5e-02 | -2.7 | -5.6 | 2.4e-08 | -0.42 | 0.60 | 0.24 | FALSE |
9 | GTEx | Lung | SSH2 | 0.08 | 0.05 | lasso | 6 | 0.06 | 2.7e-05 | 8.7 | 8.6 | 1.1e-17 | 0.89 | 0.20 | 0.80 | FALSE |
10 | GTEx | Lung | ANKRD13B | 0.13 | 0.09 | lasso | 6 | 0.08 | 6.8e-07 | -2.7 | -5.5 | 4.9e-08 | -0.66 | 0.37 | 0.63 | FALSE |
11 | GTEx | Nerve Tibial | SSH2 | 0.05 | 0.06 | lasso | 10 | 0.06 | 7.8e-05 | 8.8 | 8.9 | 5.5e-19 | 0.99 | 0.07 | 0.93 | FALSE |
12 | GTEx | Skin Sun Exposed Lower leg | ANKRD13B | 0.08 | 0.04 | lasso | 5 | 0.06 | 1.4e-05 | -5.5 | -7.8 | 7.9e-15 | -0.71 | 0.13 | 0.82 | FALSE |
13 | GTEx | Skin Sun Exposed Lower leg | RP11-68I3.4 | 0.03 | 0.00 | lasso | 3 | 0.00 | 4.5e-01 | -8.4 | 7.5 | 5.7e-14 | 0.75 | 0.05 | 0.43 | FALSE |
14 | GTEx | Spleen | GIT1 | 0.15 | 0.06 | lasso | 5 | 0.06 | 1.4e-02 | -8.4 | -9.5 | 1.6e-21 | -0.77 | 0.08 | 0.62 | FALSE |
15 | GTEx | Testis | GIT1 | 0.12 | 0.17 | lasso | 2 | 0.13 | 2.1e-06 | 6.4 | -5.5 | 5.0e-08 | -0.50 | 0.50 | 0.44 | FALSE |
16 | GTEx | Testis | SSH2 | 0.06 | -0.01 | enet | 12 | -0.01 | 8.6e-01 | 8.5 | 7.8 | 4.7e-15 | 0.81 | 0.10 | 0.44 | FALSE |
17 | GTEx | Testis | TP53I13 | 0.39 | 0.38 | lasso | 9 | 0.38 | 7.3e-18 | -4.3 | 5.9 | 3.7e-09 | 0.42 | 1.00 | 0.00 | FALSE |
18 | GTEx | Testis | RP11-68I3.4 | 0.10 | 0.02 | lasso | 4 | 0.03 | 1.4e-02 | -4.3 | 6.6 | 4.4e-11 | 0.45 | 0.13 | 0.51 | FALSE |
19 | GTEx | Thyroid | GIT1 | 0.06 | 0.08 | lasso | 5 | 0.09 | 3.7e-07 | -8.3 | 8.7 | 2.6e-18 | 0.88 | 0.07 | 0.93 | FALSE |
20 | GTEx | Thyroid | SSH2 | 0.12 | 0.17 | enet | 10 | 0.18 | 2.0e-13 | -8.2 | 8.4 | 4.6e-17 | 0.84 | 0.55 | 0.45 | FALSE |
21 | GTEx | Thyroid | TP53I13 | 0.14 | 0.16 | enet | 7 | 0.14 | 6.0e-11 | -3.8 | 6.1 | 9.4e-10 | 0.63 | 0.99 | 0.01 | FALSE |
22 | GTEx | Thyroid | CORO6 | 0.23 | 0.36 | lasso | 5 | 0.37 | 1.2e-29 | -8.2 | 8.1 | 6.3e-16 | 0.82 | 0.81 | 0.19 | FALSE |
23 | GTEx | Thyroid | ANKRD13B | 0.23 | 0.12 | lasso | 6 | 0.18 | 2.3e-13 | 7.6 | 5.6 | 2.4e-08 | 0.68 | 0.17 | 0.83 | FALSE |
24 | METSIM | Adipose | ABHD15 | 0.07 | 0.06 | lasso | 3 | 0.06 | 6.1e-09 | -4.2 | -5.6 | 2.6e-08 | -0.44 | 0.98 | 0.02 | FALSE |
25 | METSIM | Adipose | ANKRD13B | 0.04 | 0.03 | lasso | 3 | 0.05 | 1.4e-07 | 8.8 | -6.7 | 2.1e-11 | -0.86 | 0.06 | 0.94 | FALSE |
26 | METSIM | Adipose | BLMH | 0.03 | 0.03 | blup | 304 | 0.03 | 6.0e-05 | -5.0 | 6.5 | 7.1e-11 | 0.79 | 0.58 | 0.34 | FALSE |
27 | METSIM | Adipose | CORO6 | 0.02 | 0.02 | bslmm | 314 | 0.01 | 1.7e-02 | 7.6 | -8.5 | 1.8e-17 | -0.87 | 0.13 | 0.66 | FALSE |
28 | METSIM | Adipose | SSH2 | 0.03 | 0.03 | blup | 422 | 0.02 | 1.5e-04 | -8.6 | 8.0 | 9.4e-16 | 0.92 | 0.07 | 0.93 | FALSE |
29 | NTR | Blood | SSH2 | 0.04 | 0.04 | enet | 22 | 0.05 | 1.7e-14 | -8.6 | 8.2 | 2.7e-16 | 0.84 | 0.06 | 0.94 | FALSE |
30 | YFS | Blood | GIT1 | 0.11 | 0.08 | lasso | 8 | 0.09 | 8.7e-27 | 6.3 | -8.2 | 3.5e-16 | -0.78 | 0.97 | 0.03 | FALSE |
31 | YFS | Blood | SSH2 | 0.09 | 0.07 | lasso | 7 | 0.10 | 1.6e-30 | -4.7 | 8.2 | 3.0e-16 | 0.79 | 0.62 | 0.38 | FALSE |
32 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | EFCAB5 | 0.06 | 0.08 | lasso | 2 | 0.07 | 1.4e-06 | 7.1 | 7.2 | 8.8e-13 | 0.84 | 0.09 | 0.90 | FALSE |
33 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CORO6 | 0.03 | 0.01 | enet | 10 | 0.01 | 1.7e-03 | 6.4 | -5.9 | 3.5e-09 | -0.59 | 0.02 | 0.89 | FALSE |
34 | The Cancer Genome Atlas | Breast Invasive Carcinoma | EFCAB5 | 0.02 | 0.04 | lasso | 4 | 0.04 | 1.9e-08 | 8.5 | 8.7 | 3.3e-18 | 0.94 | 0.05 | 0.95 | FALSE |
35 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SSH2 | 0.01 | 0.01 | blup | 111 | 0.01 | 1.0e-03 | -8.5 | 8.9 | 4.8e-19 | 0.98 | 0.06 | 0.92 | FALSE |
36 | The Cancer Genome Atlas | Colon Adenocarcinoma | CCDC55 | 0.15 | 0.01 | blup | 64 | 0.04 | 1.9e-03 | 7.9 | -7.2 | 8.2e-13 | -0.77 | 0.03 | 0.38 | FALSE |
37 | The Cancer Genome Atlas | Colon Adenocarcinoma | EFCAB5 | 0.06 | 0.05 | blup | 79 | 0.03 | 5.7e-03 | 8.5 | 8.5 | 2.3e-17 | 0.91 | 0.05 | 0.91 | FALSE |
38 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | EFCAB5 | 0.09 | 0.12 | lasso | 5 | 0.12 | 3.1e-13 | 8.6 | 8.8 | 2.2e-18 | 0.91 | 0.04 | 0.96 | FALSE |
39 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SSH2 | 0.03 | 0.02 | blup | 112 | 0.03 | 2.4e-04 | 8.2 | 8.9 | 4.4e-19 | 0.98 | 0.04 | 0.95 | FALSE |
40 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | EFCAB5 | 0.05 | 0.02 | enet | 22 | 0.02 | 1.7e-02 | 8.3 | 6.3 | 2.6e-10 | 0.81 | 0.06 | 0.61 | FALSE |
41 | The Cancer Genome Atlas | Brain Lower Grade Glioma | EFCAB5 | 0.07 | 0.09 | enet | 16 | 0.08 | 4.0e-09 | 8.4 | 8.2 | 1.6e-16 | 0.86 | 0.23 | 0.77 | FALSE |
42 | The Cancer Genome Atlas | Lung Adenocarcinoma | EFCAB5 | 0.06 | 0.09 | lasso | 1 | 0.09 | 2.9e-10 | 8.8 | 8.8 | 1.2e-18 | 0.99 | 0.02 | 0.98 | FALSE |
43 | The Cancer Genome Atlas | Lung Adenocarcinoma | SSH2 | 0.06 | 0.03 | blup | 112 | 0.05 | 2.5e-06 | -8.2 | 9.7 | 2.0e-22 | 0.95 | 0.04 | 0.96 | TRUE |
44 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | EFCAB5 | 0.04 | 0.04 | lasso | 4 | 0.05 | 5.9e-06 | 8.4 | 8.0 | 1.1e-15 | 0.91 | 0.06 | 0.94 | FALSE |
45 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | EFCAB5 | 0.08 | 0.01 | blup | 79 | 0.03 | 1.7e-02 | 8.2 | 8.8 | 1.5e-18 | 0.92 | 0.04 | 0.67 | FALSE |
46 | The Cancer Genome Atlas | Prostate Adenocarcinoma | BLMH | 0.05 | 0.03 | blup | 55 | 0.05 | 1.1e-05 | -5.0 | 5.6 | 1.8e-08 | 0.57 | 0.92 | 0.05 | FALSE |
47 | The Cancer Genome Atlas | Prostate Adenocarcinoma | EFCAB5 | 0.04 | 0.03 | enet | 10 | 0.02 | 6.0e-03 | 8.3 | 6.8 | 9.0e-12 | 0.74 | 0.15 | 0.71 | FALSE |
48 | The Cancer Genome Atlas | Soft Tissue Sarcoma | EFCAB5 | 0.06 | 0.07 | lasso | 2 | 0.05 | 8.2e-04 | 8.5 | 8.2 | 2.4e-16 | 0.91 | 0.07 | 0.90 | FALSE |
49 | The Cancer Genome Atlas | Stomach Adenocarcinoma | EFCAB5 | 0.06 | 0.02 | blup | 80 | 0.02 | 1.1e-02 | 8.6 | 6.7 | 2.5e-11 | 0.73 | 0.03 | 0.51 | FALSE |
50 | The Cancer Genome Atlas | Thyroid Carcinoma | ANKRD13B | 0.14 | 0.20 | lasso | 4 | 0.19 | 2.2e-18 | -8.2 | 8.4 | 3.3e-17 | 0.82 | 0.01 | 0.99 | FALSE |
51 | The Cancer Genome Atlas | Thyroid Carcinoma | CORO6 | 0.28 | 0.40 | lasso | 3 | 0.39 | 6.2e-40 | -8.2 | 8.3 | 1.1e-16 | 0.82 | 0.01 | 0.99 | FALSE |
52 | The Cancer Genome Atlas | Thyroid Carcinoma | EFCAB5 | 0.11 | 0.18 | enet | 13 | 0.20 | 5.8e-19 | 8.5 | 8.2 | 1.8e-16 | 0.95 | 0.06 | 0.94 | FALSE |
53 | The Cancer Genome Atlas | Thyroid Carcinoma | GIT1 | 0.06 | 0.05 | blup | 47 | 0.05 | 5.2e-06 | -8.3 | 6.9 | 5.1e-12 | 0.74 | 0.00 | 1.00 | FALSE |
54 | The Cancer Genome Atlas | Thyroid Carcinoma | SLC6A4 | 0.02 | 0.03 | lasso | 3 | 0.03 | 2.8e-04 | 7.0 | -6.1 | 8.4e-10 | -0.70 | 0.06 | 0.33 | FALSE |
55 | The Cancer Genome Atlas | Thyroid Carcinoma | SSH2 | 0.25 | 0.18 | lasso | 5 | 0.17 | 4.8e-16 | -8.2 | 8.5 | 2.1e-17 | 0.85 | 0.70 | 0.30 | FALSE |
56 | The Cancer Genome Atlas | Thyroid Carcinoma | TP53I13 | 0.09 | 0.08 | enet | 10 | 0.10 | 6.4e-10 | -2.7 | 6.0 | 1.9e-09 | 0.61 | 0.64 | 0.36 | FALSE |