Best TWAS P=4.92e-21 · Best GWAS P=4.16e-17 conditioned to 0.302
# | 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 | RAPGEF6 | 0.16 | 0.09 | enet | 25 | 0.11 | 4.4e-13 | 5.7 | 6.5 | 7.0e-11 | -0.44 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | SLC22A5 | 0.05 | 0.04 | lasso | 4 | 0.04 | 4.2e-04 | -8.4 | 6.7 | 1.5e-11 | -0.87 | 0.01 | 0.98 | FALSE |
3 | GTEx | Artery Aorta | P4HA2 | 0.12 | 0.14 | lasso | 2 | 0.11 | 1.2e-06 | -8.0 | -8.0 | 1.7e-15 | 0.90 | 0.10 | 0.90 | FALSE |
4 | GTEx | Artery Aorta | P4HA2-AS1 | 0.08 | 0.03 | lasso | 3 | 0.01 | 6.6e-02 | -8.0 | -7.7 | 1.3e-14 | 0.92 | 0.09 | 0.82 | FALSE |
5 | GTEx | Artery Tibial | P4HA2 | 0.12 | 0.15 | lasso | 6 | 0.14 | 3.2e-11 | -7.8 | -7.8 | 4.8e-15 | 0.92 | 0.15 | 0.85 | FALSE |
6 | GTEx | Artery Tibial | HINT1 | 0.11 | 0.04 | enet | 18 | 0.06 | 1.0e-05 | 4.4 | 7.4 | 1.9e-13 | -0.49 | 0.50 | 0.14 | FALSE |
7 | GTEx | Artery Tibial | SLC22A5 | 0.18 | 0.12 | enet | 8 | 0.12 | 2.5e-09 | -8.4 | 8.0 | 1.3e-15 | -0.92 | 0.00 | 1.00 | FALSE |
8 | GTEx | Artery Tibial | P4HA2-AS1 | 0.10 | 0.09 | lasso | 4 | 0.11 | 1.0e-08 | -7.9 | -6.8 | 1.5e-11 | 0.90 | 0.14 | 0.86 | FALSE |
9 | GTEx | Brain Hippocampus | AC034220.3 | 0.21 | 0.15 | lasso | 14 | 0.18 | 5.8e-05 | 4.5 | -6.5 | 1.1e-10 | 0.85 | 0.13 | 0.76 | FALSE |
10 | GTEx | Brain Nucleus accumbens basal ganglia | SLC22A5 | 0.15 | 0.00 | enet | 24 | 0.05 | 1.4e-02 | 4.6 | -5.3 | 1.5e-07 | 0.47 | 0.11 | 0.11 | FALSE |
11 | GTEx | Breast Mammary Tissue | SLC22A5 | 0.10 | 0.02 | enet | 16 | 0.06 | 4.5e-04 | -7.7 | 8.2 | 1.8e-16 | -0.74 | 0.04 | 0.94 | FALSE |
12 | GTEx | Breast Mammary Tissue (Female) | SLC22A5 | 0.04 | -0.01 | lasso | 3 | 0.01 | 1.3e-01 | 4.4 | 5.8 | 7.1e-09 | -0.54 | 0.04 | 0.26 | FALSE |
13 | GTEx | Cells EBV-transformed lymphocytes | SLC22A5 | 0.37 | 0.05 | lasso | 13 | 0.10 | 2.8e-04 | -7.7 | 7.9 | 3.6e-15 | -0.85 | 0.02 | 0.96 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | SLC22A5 | 0.32 | 0.28 | lasso | 7 | 0.35 | 1.6e-27 | 5.6 | 6.7 | 1.9e-11 | -0.91 | 0.05 | 0.95 | FALSE |
15 | GTEx | Colon Transverse | SLC22A5 | 0.12 | 0.07 | enet | 8 | 0.07 | 2.5e-04 | -7.7 | 6.7 | 2.0e-11 | -0.86 | 0.02 | 0.96 | FALSE |
16 | GTEx | Colon Transverse | AC034220.3 | 0.30 | 0.15 | lasso | 3 | 0.11 | 8.4e-06 | 4.9 | -5.3 | 1.5e-07 | 0.79 | 0.92 | 0.04 | FALSE |
17 | GTEx | Esophagus Mucosa | P4HA2 | 0.23 | 0.10 | lasso | 6 | 0.14 | 6.1e-10 | -8.0 | -6.6 | 3.1e-11 | 0.87 | 0.03 | 0.97 | FALSE |
18 | GTEx | Esophagus Mucosa | SLC22A5 | 0.16 | 0.16 | enet | 8 | 0.16 | 6.3e-11 | -7.7 | 8.2 | 1.7e-16 | -0.94 | 0.04 | 0.96 | FALSE |
19 | GTEx | Esophagus Mucosa | P4HA2-AS1 | 0.09 | 0.06 | lasso | 6 | 0.08 | 5.4e-06 | -8.0 | -7.5 | 6.0e-14 | 0.89 | 0.02 | 0.98 | FALSE |
20 | GTEx | Esophagus Muscularis | FNIP1 | 0.06 | 0.00 | enet | 14 | 0.01 | 4.9e-02 | 6.2 | -5.4 | 8.5e-08 | 0.29 | 0.26 | 0.03 | FALSE |
21 | GTEx | Heart Atrial Appendage | AC034220.3 | 0.16 | 0.09 | enet | 17 | 0.18 | 1.7e-08 | 5.0 | -6.2 | 7.0e-10 | 0.81 | 0.46 | 0.54 | FALSE |
22 | GTEx | Lung | SLC22A5 | 0.10 | 0.15 | enet | 11 | 0.13 | 3.4e-10 | -7.7 | 8.2 | 2.0e-16 | -0.96 | 0.01 | 0.99 | FALSE |
23 | GTEx | Nerve Tibial | P4HA2 | 0.19 | 0.12 | enet | 26 | 0.14 | 6.2e-10 | 5.0 | -7.6 | 2.2e-14 | 0.80 | 0.29 | 0.71 | FALSE |
24 | GTEx | Nerve Tibial | SLC22A5 | 0.17 | 0.11 | lasso | 9 | 0.09 | 5.5e-07 | 4.2 | 5.3 | 1.0e-07 | -0.38 | 0.88 | 0.08 | FALSE |
25 | GTEx | Nerve Tibial | P4HA2-AS1 | 0.14 | 0.05 | lasso | 8 | 0.08 | 3.8e-06 | -5.7 | -7.7 | 1.1e-14 | 0.84 | 0.25 | 0.74 | FALSE |
26 | GTEx | Pancreas | P4HA2 | 0.22 | 0.21 | lasso | 13 | 0.20 | 5.3e-09 | 7.4 | -8.8 | 1.3e-18 | 0.54 | 0.72 | 0.26 | FALSE |
27 | GTEx | Pancreas | P4HA2-AS1 | 0.16 | 0.16 | lasso | 5 | 0.16 | 3.2e-07 | 7.4 | -8.3 | 1.6e-16 | 0.46 | 0.61 | 0.29 | FALSE |
28 | GTEx | Skin Not Sun Exposed Suprapubic | PDLIM4 | 0.13 | 0.08 | lasso | 2 | 0.06 | 2.6e-04 | -7.7 | 7.4 | 1.7e-13 | -0.89 | 0.03 | 0.95 | FALSE |
29 | GTEx | Skin Not Sun Exposed Suprapubic | SLC22A4 | 0.13 | 0.00 | lasso | 4 | 0.01 | 7.1e-02 | 4.9 | 6.6 | 4.6e-11 | -0.69 | 0.14 | 0.14 | FALSE |
30 | GTEx | Skin Not Sun Exposed Suprapubic | SLC22A5 | 0.13 | 0.05 | lasso | 8 | 0.05 | 8.3e-04 | 5.1 | 6.6 | 5.6e-11 | -0.90 | 0.04 | 0.96 | FALSE |
31 | GTEx | Skin Sun Exposed Lower leg | PDLIM4 | 0.09 | 0.08 | lasso | 8 | 0.09 | 1.0e-07 | -8.0 | 7.3 | 2.1e-13 | -0.94 | 0.01 | 0.99 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | SLC22A5 | 0.25 | 0.21 | lasso | 3 | 0.20 | 1.4e-16 | -8.4 | 7.9 | 3.7e-15 | -0.99 | 0.00 | 1.00 | FALSE |
33 | GTEx | Spleen | SLC22A5 | 0.26 | 0.28 | lasso | 4 | 0.28 | 6.6e-08 | -7.7 | -7.2 | 5.5e-13 | 0.97 | 0.03 | 0.92 | FALSE |
34 | GTEx | Testis | P4HA2 | 0.14 | 0.13 | lasso | 5 | 0.11 | 1.4e-05 | -8.0 | -8.2 | 3.4e-16 | 0.94 | 0.01 | 0.99 | FALSE |
35 | GTEx | Testis | PDLIM4 | 0.15 | 0.07 | enet | 8 | 0.05 | 2.5e-03 | 4.5 | -5.4 | 6.7e-08 | 0.77 | 0.23 | 0.19 | FALSE |
36 | GTEx | Thyroid | P4HA2 | 0.08 | 0.07 | enet | 9 | 0.06 | 3.5e-05 | -7.8 | -7.7 | 1.8e-14 | 0.89 | 0.13 | 0.84 | FALSE |
37 | GTEx | Thyroid | PDLIM4 | 0.05 | 0.02 | enet | 5 | 0.01 | 3.1e-02 | -5.7 | 6.2 | 4.3e-10 | -0.87 | 0.02 | 0.95 | FALSE |
38 | GTEx | Thyroid | SLC22A5 | 0.17 | 0.07 | lasso | 5 | 0.13 | 4.8e-10 | 4.2 | 7.4 | 2.0e-13 | -0.75 | 0.03 | 0.97 | FALSE |
39 | GTEx | Thyroid | P4HA2-AS1 | 0.08 | 0.06 | enet | 14 | 0.05 | 1.6e-04 | -7.8 | -8.0 | 1.1e-15 | 0.86 | 0.10 | 0.87 | FALSE |
40 | GTEx | Whole Blood | SLC22A5 | 0.09 | 0.12 | lasso | 2 | 0.10 | 1.7e-09 | -7.7 | 7.7 | 1.0e-14 | -0.99 | 0.08 | 0.92 | FALSE |
41 | GTEx | Whole Blood | AC034220.3 | 0.08 | 0.05 | enet | 31 | 0.06 | 4.0e-06 | -8.4 | 5.3 | 1.2e-07 | -0.86 | 0.01 | 0.99 | FALSE |
42 | METSIM | Adipose | P4HA2 | 0.09 | 0.08 | lasso | 12 | 0.09 | 2.4e-13 | -7.9 | -9.0 | 1.5e-19 | 0.81 | 0.13 | 0.87 | FALSE |
43 | METSIM | Adipose | PDLIM4 | 0.05 | 0.04 | lasso | 4 | 0.02 | 2.8e-04 | -5.7 | 5.8 | 6.5e-09 | -0.77 | 0.83 | 0.11 | FALSE |
44 | METSIM | Adipose | SLC22A5 | 0.05 | 0.08 | lasso | 1 | 0.08 | 1.0e-11 | -7.7 | 7.7 | 1.0e-14 | -0.99 | 0.01 | 0.99 | FALSE |
45 | NTR | Blood | ACSL6 | 0.01 | 0.00 | bslmm | 399 | 0.00 | 2.8e-02 | 4.6 | 6.3 | 2.9e-10 | -0.49 | 0.21 | 0.16 | FALSE |
46 | NTR | Blood | C5orf56 | 0.01 | 0.01 | blup | 439 | 0.01 | 1.7e-03 | 3.5 | 5.5 | 3.3e-08 | -0.43 | 0.21 | 0.23 | FALSE |
47 | NTR | Blood | SLC22A4 | 0.02 | 0.00 | blup | 423 | 0.01 | 5.2e-04 | -4.3 | 6.8 | 1.1e-11 | -0.70 | 0.03 | 0.96 | FALSE |
48 | NTR | Blood | SLC22A5 | 0.02 | 0.01 | lasso | 5 | 0.02 | 2.3e-06 | -7.1 | 6.7 | 1.6e-11 | -0.55 | 0.33 | 0.55 | FALSE |
49 | ROSMAP | Brain Pre-frontal Cortex | AC034220.3 | 0.04 | 0.02 | blup | 415 | 0.04 | 1.3e-05 | 3.2 | -5.2 | 1.9e-07 | 0.67 | 0.94 | 0.04 | FALSE |
50 | YFS | Blood | HSPA4 | 0.17 | 0.02 | blup | 433 | 0.09 | 2.8e-27 | -4.9 | 6.1 | 8.9e-10 | -0.16 | 0.24 | 0.76 | TRUE |
51 | YFS | Blood | SLC22A4 | 0.10 | 0.12 | enet | 47 | 0.14 | 5.1e-42 | 5.0 | 5.6 | 2.7e-08 | -0.81 | 1.00 | 0.00 | FALSE |
52 | YFS | Blood | SLC22A5 | 0.38 | 0.36 | bslmm | 430 | 0.37 | 3.0e-128 | -7.7 | 7.8 | 5.7e-15 | -0.97 | 0.12 | 0.88 | FALSE |
53 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HSPA4 | 0.03 | 0.02 | blup | 50 | 0.02 | 5.8e-05 | -4.9 | 5.6 | 2.3e-08 | -0.04 | 0.02 | 0.97 | FALSE |
54 | The Cancer Genome Atlas | Breast Invasive Carcinoma | P4HA2 | 0.03 | 0.02 | blup | 47 | 0.03 | 3.1e-06 | -7.9 | -9.4 | 4.9e-21 | 0.78 | 0.01 | 0.99 | TRUE |
55 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SLC22A4 | 0.05 | 0.01 | enet | 7 | 0.02 | 1.6e-05 | -7.7 | 7.0 | 2.5e-12 | -0.87 | 0.02 | 0.97 | FALSE |
56 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ZCCHC10 | 0.03 | 0.02 | blup | 30 | 0.02 | 1.3e-05 | -4.9 | 5.4 | 7.4e-08 | -0.03 | 0.07 | 0.91 | FALSE |
57 | The Cancer Genome Atlas | Colon Adenocarcinoma | SLC22A5 | 0.08 | 0.04 | blup | 92 | 0.07 | 1.2e-04 | 5.6 | 5.4 | 5.8e-08 | -0.84 | 0.03 | 0.91 | FALSE |
58 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SLC22A5 | 0.06 | 0.05 | blup | 93 | 0.08 | 1.2e-09 | 5.0 | 5.5 | 4.6e-08 | -0.84 | 0.10 | 0.90 | FALSE |
59 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LEAP2 | 0.08 | 0.08 | enet | 4 | 0.09 | 3.7e-10 | -5.6 | -5.9 | 4.2e-09 | -0.07 | 0.01 | 0.99 | TRUE |
60 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SLC22A5 | 0.06 | 0.04 | blup | 93 | 0.04 | 8.9e-06 | 4.0 | -5.6 | 2.6e-08 | 0.39 | 0.63 | 0.06 | FALSE |
61 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SHROOM1 | 0.05 | 0.01 | blup | 38 | 0.02 | 2.5e-02 | -3.5 | -5.2 | 1.6e-07 | 0.09 | 0.01 | 0.67 | FALSE |
62 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C5orf56 | 0.03 | 0.01 | blup | 98 | 0.02 | 4.2e-03 | 3.4 | -5.7 | 1.0e-08 | 0.48 | 0.14 | 0.09 | FALSE |
63 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SLC22A5 | 0.05 | 0.03 | blup | 93 | 0.05 | 1.9e-06 | 2.7 | 5.2 | 1.8e-07 | -0.82 | 0.03 | 0.97 | FALSE |
64 | The Cancer Genome Atlas | Prostate Adenocarcinoma | P4HA2 | 0.04 | 0.01 | blup | 47 | 0.03 | 4.4e-04 | 7.5 | -8.0 | 1.8e-15 | 0.47 | 0.04 | 0.29 | FALSE |
65 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SLC22A4 | 0.09 | 0.07 | blup | 108 | 0.09 | 3.0e-09 | 5.0 | 5.9 | 4.8e-09 | -0.84 | 0.05 | 0.95 | FALSE |
66 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | RAPGEF6 | 0.13 | 0.07 | blup | 99 | 0.06 | 8.8e-03 | 5.6 | -5.4 | 5.4e-08 | 0.38 | 0.04 | 0.57 | FALSE |
67 | The Cancer Genome Atlas | Thyroid Carcinoma | IRF1 | 0.05 | 0.02 | blup | 83 | 0.03 | 1.5e-03 | -7.5 | -6.6 | 5.0e-11 | 0.88 | 0.00 | 0.92 | FALSE |
68 | The Cancer Genome Atlas | Thyroid Carcinoma | P4HA2 | 0.21 | 0.35 | enet | 10 | 0.35 | 4.7e-35 | -7.9 | -8.3 | 7.5e-17 | 0.89 | 0.01 | 0.99 | FALSE |
69 | The Cancer Genome Atlas | Thyroid Carcinoma | SLC22A5 | 0.03 | 0.02 | lasso | 1 | 0.01 | 2.6e-02 | 5.6 | 5.6 | 2.3e-08 | -0.80 | 0.02 | 0.68 | FALSE |