Best TWAS P=4.26e-11 · Best GWAS P=5.79e-10 conditioned to 0.0326
# | 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 | Adipose Subcutaneous | PPP1R13B | 0.04 | 0.02 | lasso | 2 | 0.01 | 4.1e-02 | 5.5 | -5.6 | 1.9e-08 | -0.63 | 0.08 | 0.72 | FALSE |
2 | GTEx | Adipose Subcutaneous | KLC1 | 0.05 | 0.03 | lasso | 3 | 0.03 | 1.8e-03 | 6.1 | 5.4 | 8.3e-08 | 0.86 | 0.03 | 0.89 | FALSE |
3 | GTEx | Adipose Subcutaneous | XRCC3 | 0.09 | 0.08 | lasso | 5 | 0.07 | 3.8e-06 | 5.9 | 6.0 | 2.2e-09 | 0.95 | 0.01 | 0.99 | FALSE |
4 | GTEx | Adipose Subcutaneous | APOPT1 | 0.06 | 0.02 | lasso | 5 | 0.02 | 8.2e-03 | 5.4 | -6.0 | 2.3e-09 | -0.91 | 0.04 | 0.92 | FALSE |
5 | GTEx | Adipose Subcutaneous | RP11-73M18.8 | 0.14 | 0.19 | lasso | 4 | 0.20 | 6.4e-16 | 5.4 | 5.5 | 4.1e-08 | 0.86 | 0.08 | 0.92 | FALSE |
6 | GTEx | Adrenal Gland | KLC1 | 0.15 | 0.03 | lasso | 3 | 0.06 | 4.6e-03 | 5.7 | 5.4 | 7.9e-08 | 0.80 | 0.06 | 0.65 | FALSE |
7 | GTEx | Artery Aorta | ZFYVE21 | 0.10 | 0.09 | lasso | 4 | 0.08 | 2.9e-05 | 5.8 | 5.5 | 3.4e-08 | 0.64 | 0.08 | 0.74 | FALSE |
8 | GTEx | Artery Tibial | XRCC3 | 0.06 | 0.08 | lasso | 3 | 0.03 | 1.4e-03 | 5.7 | 5.9 | 4.0e-09 | 0.74 | 0.10 | 0.89 | FALSE |
9 | GTEx | Artery Tibial | RP11-73M18.8 | 0.09 | 0.06 | lasso | 4 | 0.09 | 7.4e-08 | 5.4 | 6.0 | 2.6e-09 | 0.82 | 0.05 | 0.95 | FALSE |
10 | GTEx | Artery Tibial | RP11-73M18.6 | 0.05 | 0.03 | lasso | 2 | 0.02 | 4.7e-03 | 5.4 | 5.2 | 2.4e-07 | 0.83 | 0.05 | 0.82 | FALSE |
11 | GTEx | Brain Cortex | XRCC3 | 0.12 | 0.02 | lasso | 4 | 0.01 | 1.7e-01 | 5.7 | 5.8 | 8.5e-09 | 0.74 | 0.08 | 0.61 | FALSE |
12 | GTEx | Brain Cortex | RP11-73M18.8 | 0.35 | 0.13 | enet | 34 | 0.25 | 1.2e-07 | 5.9 | 5.5 | 3.1e-08 | 0.66 | 0.03 | 0.97 | FALSE |
13 | GTEx | Breast Mammary Tissue | KLC1 | 0.12 | 0.02 | enet | 26 | 0.07 | 2.9e-04 | 5.7 | 6.0 | 2.0e-09 | 0.82 | 0.06 | 0.93 | FALSE |
14 | GTEx | Breast Mammary Tissue | XRCC3 | 0.15 | 0.01 | enet | 37 | 0.01 | 1.0e-01 | 5.8 | 5.2 | 2.4e-07 | 0.66 | 0.07 | 0.92 | FALSE |
15 | GTEx | Breast Mammary Tissue | RP11-73M18.8 | 0.19 | 0.14 | enet | 21 | 0.26 | 2.0e-13 | 6.2 | 5.8 | 5.4e-09 | 0.85 | 0.01 | 0.99 | FALSE |
16 | GTEx | Breast Mammary Tissue (Male) | RP11-73M18.8 | 0.22 | 0.12 | lasso | 4 | 0.08 | 7.3e-03 | 5.8 | 5.6 | 2.4e-08 | 0.74 | 0.06 | 0.84 | FALSE |
17 | GTEx | Breast Mammary Tissue (Female) | KLC1 | 0.09 | 0.00 | lasso | 2 | 0.00 | 2.4e-01 | 6.1 | 6.6 | 5.2e-11 | 0.93 | 0.04 | 0.64 | FALSE |
18 | GTEx | Cells EBV-transformed lymphocytes | PPP1R13B | 0.15 | 0.08 | lasso | 4 | 0.07 | 2.2e-03 | 5.8 | -6.6 | 4.3e-11 | -0.71 | 0.07 | 0.83 | TRUE |
19 | GTEx | Colon Transverse | KLC1 | 0.16 | 0.01 | lasso | 7 | 0.00 | 1.9e-01 | 6.2 | 6.0 | 1.6e-09 | 0.95 | 0.02 | 0.86 | FALSE |
20 | GTEx | Colon Transverse | XRCC3 | 0.13 | 0.14 | lasso | 4 | 0.11 | 1.0e-05 | 5.7 | 5.8 | 6.0e-09 | 0.81 | 0.07 | 0.93 | FALSE |
21 | GTEx | Esophagus Gastroesophageal Junction | PPP1R13B | 0.09 | 0.08 | lasso | 2 | 0.05 | 7.9e-03 | 5.8 | -5.9 | 4.8e-09 | -0.67 | 0.07 | 0.76 | FALSE |
22 | GTEx | Esophagus Gastroesophageal Junction | RP11-73M18.8 | 0.14 | 0.07 | enet | 10 | 0.10 | 2.4e-04 | 5.4 | 5.9 | 2.9e-09 | 0.79 | 0.08 | 0.88 | FALSE |
23 | GTEx | Esophagus Mucosa | KLC1 | 0.17 | 0.09 | lasso | 5 | 0.12 | 1.6e-08 | 5.7 | 5.9 | 4.9e-09 | 0.75 | 0.08 | 0.91 | FALSE |
24 | GTEx | Esophagus Mucosa | XRCC3 | 0.12 | 0.15 | lasso | 2 | 0.13 | 4.4e-09 | 5.7 | 5.7 | 9.1e-09 | 0.82 | 0.10 | 0.90 | FALSE |
25 | GTEx | Esophagus Muscularis | PPP1R13B | 0.12 | 0.07 | lasso | 5 | 0.07 | 3.9e-05 | 5.6 | -5.8 | 5.2e-09 | -0.67 | 0.10 | 0.90 | FALSE |
26 | GTEx | Esophagus Muscularis | KLC1 | 0.07 | 0.01 | enet | 10 | 0.02 | 2.6e-02 | -3.5 | 5.8 | 6.3e-09 | 0.68 | 0.11 | 0.48 | FALSE |
27 | GTEx | Esophagus Muscularis | XRCC3 | 0.11 | 0.05 | enet | 23 | 0.03 | 5.2e-03 | 5.4 | 5.8 | 8.4e-09 | 0.66 | 0.04 | 0.86 | FALSE |
28 | GTEx | Esophagus Muscularis | RP11-73M18.8 | 0.11 | 0.04 | enet | 11 | 0.10 | 1.9e-06 | 5.7 | 5.6 | 2.4e-08 | 0.69 | 0.08 | 0.88 | FALSE |
29 | GTEx | Muscle Skeletal | KLC1 | 0.11 | 0.07 | lasso | 7 | 0.08 | 3.3e-08 | -3.5 | 5.2 | 1.7e-07 | 0.73 | 0.40 | 0.60 | FALSE |
30 | GTEx | Muscle Skeletal | RP11-73M18.8 | 0.11 | 0.14 | lasso | 7 | 0.13 | 8.4e-13 | 5.2 | 5.8 | 5.6e-09 | 0.71 | 0.15 | 0.85 | FALSE |
31 | GTEx | Nerve Tibial | KLC1 | 0.07 | 0.00 | enet | 22 | 0.01 | 8.5e-02 | 4.7 | 6.4 | 1.8e-10 | 0.73 | 0.07 | 0.78 | FALSE |
32 | GTEx | Nerve Tibial | XRCC3 | 0.08 | 0.06 | lasso | 3 | 0.05 | 3.5e-04 | 5.4 | 5.7 | 1.3e-08 | 0.85 | 0.05 | 0.95 | FALSE |
33 | GTEx | Nerve Tibial | APOPT1 | 0.10 | 0.08 | lasso | 5 | 0.06 | 7.8e-05 | 6.1 | -6.0 | 1.7e-09 | -0.98 | 0.01 | 0.99 | FALSE |
34 | GTEx | Nerve Tibial | RP11-73M18.8 | 0.08 | 0.13 | lasso | 4 | 0.10 | 7.4e-08 | 5.4 | 5.4 | 7.0e-08 | 0.84 | 0.15 | 0.85 | FALSE |
35 | GTEx | Ovary | RP11-73M18.8 | 0.19 | 0.20 | lasso | 5 | 0.14 | 2.4e-04 | 5.4 | 5.6 | 1.6e-08 | 0.80 | 0.06 | 0.74 | FALSE |
36 | GTEx | Pituitary | RP11-73M18.8 | 0.23 | 0.17 | lasso | 2 | 0.13 | 3.6e-04 | 5.4 | 5.4 | 5.4e-08 | 0.85 | 0.05 | 0.66 | FALSE |
37 | GTEx | Prostate | RP11-73M18.8 | 0.15 | 0.29 | lasso | 1 | 0.25 | 5.2e-07 | 5.7 | 5.7 | 1.5e-08 | 0.82 | 0.06 | 0.85 | FALSE |
38 | GTEx | Skin Not Sun Exposed Suprapubic | KLC1 | 0.11 | 0.09 | lasso | 4 | 0.10 | 4.1e-06 | 5.7 | 5.9 | 4.1e-09 | 0.64 | 0.10 | 0.87 | FALSE |
39 | GTEx | Skin Not Sun Exposed Suprapubic | XRCC3 | 0.14 | 0.03 | lasso | 14 | 0.03 | 1.3e-02 | 5.7 | 6.2 | 5.1e-10 | 0.80 | 0.05 | 0.94 | FALSE |
40 | GTEx | Skin Sun Exposed Lower leg | XRCC3 | 0.09 | 0.10 | enet | 16 | 0.09 | 6.3e-08 | 5.8 | 5.5 | 4.3e-08 | 0.76 | 0.06 | 0.94 | FALSE |
41 | GTEx | Skin Sun Exposed Lower leg | RP11-73M18.8 | 0.11 | 0.11 | lasso | 4 | 0.12 | 5.1e-10 | 5.4 | 5.2 | 2.5e-07 | 0.72 | 0.08 | 0.92 | FALSE |
42 | GTEx | Small Intestine Terminal Ileum | ZFYVE21 | 0.16 | 0.10 | lasso | 2 | 0.13 | 7.7e-04 | 4.0 | 5.2 | 2.1e-07 | 0.61 | 0.07 | 0.45 | FALSE |
43 | GTEx | Spleen | XRCC3 | 0.28 | 0.19 | lasso | 3 | 0.24 | 8.7e-07 | 5.7 | 5.3 | 1.2e-07 | 0.77 | 0.04 | 0.94 | FALSE |
44 | GTEx | Testis | KLC1 | 0.17 | 0.17 | lasso | 2 | 0.15 | 4.4e-07 | 5.7 | 6.1 | 1.2e-09 | 0.82 | 0.10 | 0.89 | FALSE |
45 | GTEx | Testis | RP11-73M18.8 | 0.16 | 0.12 | lasso | 4 | 0.12 | 4.0e-06 | 5.7 | 6.0 | 2.4e-09 | 0.82 | 0.09 | 0.89 | FALSE |
46 | GTEx | Thyroid | KLC1 | 0.12 | 0.03 | enet | 22 | 0.03 | 3.6e-03 | 5.1 | 5.7 | 1.0e-08 | 0.61 | 0.12 | 0.73 | FALSE |
47 | GTEx | Thyroid | APOPT1 | 0.11 | 0.12 | lasso | 1 | 0.10 | 1.9e-08 | 5.9 | -5.9 | 3.8e-09 | -0.97 | 0.01 | 0.99 | FALSE |
48 | GTEx | Whole Blood | KLC1 | 0.16 | 0.13 | lasso | 3 | 0.11 | 3.6e-10 | 5.7 | 5.7 | 1.2e-08 | 0.83 | 0.11 | 0.89 | FALSE |
49 | GTEx | Whole Blood | XRCC3 | 0.08 | 0.12 | lasso | 3 | 0.10 | 1.3e-09 | 5.7 | 5.8 | 8.5e-09 | 0.82 | 0.10 | 0.90 | FALSE |
50 | METSIM | Adipose | MARK3 | 0.03 | 0.02 | lasso | 6 | 0.03 | 6.3e-05 | 5.9 | -5.3 | 1.4e-07 | -0.87 | 0.06 | 0.93 | FALSE |
51 | METSIM | Adipose | TDRD9 | 0.08 | 0.04 | lasso | 10 | 0.06 | 1.9e-09 | 6.1 | -5.4 | 5.3e-08 | -0.81 | 0.01 | 0.99 | FALSE |
52 | METSIM | Adipose | XRCC3 | 0.13 | 0.20 | lasso | 7 | 0.22 | 6.2e-33 | 5.7 | 5.5 | 3.7e-08 | 0.76 | 0.10 | 0.90 | FALSE |
53 | YFS | Blood | BAG5 | 0.01 | 0.01 | bslmm | 350 | 0.00 | 1.9e-02 | 6.2 | 5.8 | 5.6e-09 | 0.73 | 0.01 | 0.92 | FALSE |
54 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | XRCC3 | 0.03 | 0.04 | enet | 3 | 0.04 | 6.1e-05 | 5.7 | 6.0 | 2.7e-09 | 0.82 | 0.02 | 0.97 | FALSE |
55 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | XRCC3 | 0.06 | 0.07 | lasso | 4 | 0.05 | 4.6e-04 | 5.7 | 5.6 | 2.4e-08 | 0.80 | 0.02 | 0.80 | FALSE |
56 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C14orf153 | 0.04 | 0.01 | blup | 38 | 0.03 | 6.2e-04 | 6.1 | -5.4 | 5.1e-08 | -0.84 | 0.00 | 0.95 | FALSE |
57 | The Cancer Genome Atlas | Lung Adenocarcinoma | C14orf153 | 0.06 | 0.02 | blup | 38 | 0.04 | 2.4e-05 | -3.4 | -5.3 | 1.3e-07 | -0.79 | 0.02 | 0.94 | FALSE |
58 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | C14orf153 | 0.15 | 0.03 | blup | 37 | 0.03 | 1.6e-02 | 5.4 | -5.6 | 2.3e-08 | -0.91 | 0.01 | 0.78 | FALSE |
59 | The Cancer Genome Atlas | Prostate Adenocarcinoma | XRCC3 | 0.02 | 0.01 | blup | 46 | 0.01 | 3.0e-02 | 5.3 | 5.7 | 1.3e-08 | 0.67 | 0.02 | 0.56 | FALSE |
60 | The Cancer Genome Atlas | Thyroid Carcinoma | KLC1 | 0.04 | 0.01 | blup | 82 | 0.03 | 5.4e-04 | 6.1 | 6.1 | 1.2e-09 | 0.86 | 0.02 | 0.86 | FALSE |
61 | The Cancer Genome Atlas | Thyroid Carcinoma | PPP1R13B | 0.04 | 0.04 | lasso | 2 | 0.03 | 7.9e-04 | 5.7 | 5.8 | 6.0e-09 | 0.73 | 0.04 | 0.90 | FALSE |
62 | The Cancer Genome Atlas | Thyroid Carcinoma | XRCC3 | 0.08 | 0.07 | lasso | 4 | 0.08 | 1.8e-08 | 5.7 | 5.4 | 5.3e-08 | 0.76 | 0.02 | 0.98 | FALSE |