Best TWAS P=6.71e-23 · Best GWAS P=9.41e-24 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 | REEP5 | 0.09 | 0.03 | lasso | 9 | 0.08 | 1.7e-09 | 0.43 | 6.2 | 4.9e-10 | 0.66 | 0.07 | 0.93 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | SRP19 | 0.08 | 0.06 | lasso | 5 | 0.07 | 1.3e-08 | 6.94 | -7.2 | 7.8e-13 | -0.72 | 0.88 | 0.12 | FALSE |
3 | GTEx | Adipose Subcutaneous | REEP5 | 0.10 | 0.09 | lasso | 2 | 0.05 | 2.8e-05 | 5.40 | 6.0 | 1.5e-09 | 0.68 | 0.63 | 0.34 | FALSE |
4 | GTEx | Adipose Subcutaneous | DCP2 | 0.21 | 0.11 | enet | 16 | 0.15 | 3.4e-12 | -6.93 | -6.5 | 1.0e-10 | -0.18 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adipose Visceral Omentum | REEP5 | 0.09 | 0.05 | lasso | 5 | 0.02 | 4.9e-02 | 6.68 | 6.5 | 8.5e-11 | 0.72 | 0.22 | 0.42 | FALSE |
6 | GTEx | Adipose Visceral Omentum | MCC | 0.14 | 0.09 | enet | 6 | 0.07 | 1.5e-04 | 5.54 | 5.2 | 2.4e-07 | 0.15 | 0.50 | 0.05 | FALSE |
7 | GTEx | Artery Aorta | REEP5 | 0.17 | 0.07 | lasso | 13 | 0.10 | 4.2e-06 | 9.39 | 8.8 | 1.7e-18 | 0.90 | 0.19 | 0.81 | FALSE |
8 | GTEx | Artery Aorta | MCC | 0.19 | 0.18 | lasso | 7 | 0.16 | 5.8e-09 | 6.55 | 6.3 | 3.6e-10 | 0.18 | 1.00 | 0.00 | FALSE |
9 | GTEx | Artery Tibial | REEP5 | 0.17 | 0.12 | lasso | 5 | 0.13 | 3.0e-10 | 6.73 | 6.1 | 1.4e-09 | 0.66 | 0.99 | 0.01 | FALSE |
10 | GTEx | Artery Tibial | DCP2 | 0.14 | 0.07 | lasso | 3 | 0.07 | 2.9e-06 | -7.06 | -7.0 | 2.3e-12 | -0.17 | 0.94 | 0.01 | TRUE |
11 | GTEx | Breast Mammary Tissue | MCC | 0.30 | 0.17 | enet | 6 | 0.12 | 1.4e-06 | 5.46 | 5.2 | 1.7e-07 | 0.17 | 1.00 | 0.00 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | CTC-487M23.5 | 0.07 | 0.03 | lasso | 3 | 0.03 | 2.9e-03 | -8.60 | -9.9 | 6.7e-23 | -0.88 | 0.05 | 0.84 | TRUE |
13 | GTEx | Colon Sigmoid | MCC | 0.18 | 0.08 | enet | 18 | 0.10 | 1.5e-04 | 6.55 | 5.5 | 3.1e-08 | 0.21 | 0.22 | 0.24 | FALSE |
14 | GTEx | Colon Transverse | REEP5 | 0.12 | 0.14 | lasso | 2 | 0.14 | 4.4e-07 | 6.77 | 7.0 | 3.6e-12 | 0.75 | 0.80 | 0.15 | FALSE |
15 | GTEx | Esophagus Gastroesophageal Junction | REEP5 | 0.18 | 0.03 | lasso | 3 | 0.03 | 3.7e-02 | 7.50 | 7.5 | 7.6e-14 | 0.82 | 0.04 | 0.88 | FALSE |
16 | GTEx | Esophagus Gastroesophageal Junction | DCP2 | 0.21 | 0.06 | enet | 12 | 0.12 | 3.1e-05 | -6.93 | -5.9 | 4.2e-09 | -0.12 | 0.86 | 0.01 | FALSE |
17 | GTEx | Esophagus Mucosa | REEP5 | 0.19 | 0.10 | lasso | 5 | 0.09 | 1.5e-06 | 7.50 | 7.6 | 3.7e-14 | 0.78 | 0.12 | 0.84 | FALSE |
18 | GTEx | Esophagus Mucosa | MCC | 0.29 | 0.21 | lasso | 5 | 0.20 | 3.8e-13 | 5.54 | 5.4 | 5.1e-08 | 0.14 | 1.00 | 0.00 | FALSE |
19 | GTEx | Esophagus Muscularis | REEP5 | 0.18 | 0.09 | lasso | 4 | 0.14 | 5.9e-09 | 6.77 | 6.7 | 1.8e-11 | 0.79 | 0.33 | 0.67 | FALSE |
20 | GTEx | Esophagus Muscularis | DCP2 | 0.18 | 0.16 | lasso | 6 | 0.15 | 2.0e-09 | 5.95 | -6.1 | 9.8e-10 | -0.18 | 1.00 | 0.00 | FALSE |
21 | GTEx | Lung | DCP2 | 0.08 | 0.02 | enet | 12 | 0.02 | 8.9e-03 | 6.32 | -8.3 | 1.0e-16 | -0.30 | 0.31 | 0.09 | FALSE |
22 | GTEx | Nerve Tibial | REEP5 | 0.16 | 0.13 | lasso | 3 | 0.10 | 9.2e-08 | 6.73 | 6.9 | 4.2e-12 | 0.68 | 0.96 | 0.03 | FALSE |
23 | GTEx | Nerve Tibial | DCP2 | 0.36 | 0.27 | enet | 24 | 0.26 | 7.2e-19 | 6.32 | -6.2 | 7.6e-10 | -0.14 | 1.00 | 0.00 | FALSE |
24 | GTEx | Nerve Tibial | XBP1P1 | 0.06 | 0.05 | lasso | 2 | 0.04 | 6.1e-04 | 6.01 | 7.6 | 2.0e-14 | 0.87 | 0.17 | 0.70 | FALSE |
25 | GTEx | Pancreas | DCP2 | 0.22 | 0.18 | enet | 16 | 0.11 | 2.3e-05 | 3.77 | -5.8 | 7.8e-09 | -0.08 | 0.93 | 0.01 | FALSE |
26 | GTEx | Pituitary | REEP5 | 0.19 | 0.02 | enet | 16 | 0.02 | 1.1e-01 | 6.66 | 5.1 | 2.9e-07 | 0.53 | 0.07 | 0.45 | FALSE |
27 | GTEx | Skin Not Sun Exposed Suprapubic | REEP5 | 0.11 | 0.10 | lasso | 7 | 0.10 | 6.3e-06 | 5.40 | 6.3 | 3.4e-10 | 0.68 | 0.37 | 0.59 | FALSE |
28 | GTEx | Skin Not Sun Exposed Suprapubic | MCC | 0.21 | 0.06 | lasso | 6 | 0.06 | 4.7e-04 | 5.72 | 6.0 | 1.8e-09 | 0.16 | 0.58 | 0.02 | FALSE |
29 | GTEx | Skin Not Sun Exposed Suprapubic | DCP2 | 0.20 | 0.15 | lasso | 3 | 0.16 | 6.3e-09 | 6.32 | -6.4 | 1.6e-10 | -0.15 | 1.00 | 0.00 | FALSE |
30 | GTEx | Skin Not Sun Exposed Suprapubic | CTC-487M23.5 | 0.10 | 0.06 | lasso | 3 | 0.05 | 6.7e-04 | 6.69 | 8.0 | 1.7e-15 | 0.77 | 0.04 | 0.90 | FALSE |
31 | GTEx | Skin Not Sun Exposed Suprapubic | CTC-487M23.7 | 0.08 | 0.09 | enet | 7 | 0.10 | 3.9e-06 | 6.72 | 7.9 | 3.6e-15 | 0.84 | 0.04 | 0.95 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | REEP5 | 0.08 | 0.05 | lasso | 4 | 0.03 | 1.9e-03 | 5.40 | 6.1 | 9.5e-10 | 0.73 | 0.55 | 0.39 | FALSE |
33 | GTEx | Skin Sun Exposed Lower leg | MCC | 0.18 | 0.14 | enet | 12 | 0.11 | 2.0e-09 | 5.72 | 6.5 | 8.5e-11 | 0.19 | 1.00 | 0.00 | FALSE |
34 | GTEx | Skin Sun Exposed Lower leg | DCP2 | 0.18 | 0.12 | enet | 20 | 0.16 | 5.4e-13 | 6.55 | -5.7 | 1.4e-08 | -0.08 | 1.00 | 0.00 | TRUE |
35 | GTEx | Skin Sun Exposed Lower leg | CTC-487M23.5 | 0.17 | 0.07 | lasso | 6 | 0.06 | 7.7e-06 | 6.90 | 7.4 | 1.1e-13 | 0.72 | 0.59 | 0.41 | FALSE |
36 | GTEx | Skin Sun Exposed Lower leg | CTC-487M23.7 | 0.06 | 0.07 | lasso | 1 | 0.04 | 2.4e-04 | 6.90 | 6.9 | 5.3e-12 | 0.67 | 0.40 | 0.46 | FALSE |
37 | GTEx | Spleen | DCP2 | 0.52 | 0.19 | enet | 22 | 0.13 | 4.0e-04 | 5.77 | -7.0 | 3.2e-12 | -0.22 | 0.52 | 0.03 | FALSE |
38 | GTEx | Testis | REEP5 | 0.22 | 0.14 | lasso | 5 | 0.14 | 6.6e-07 | 6.77 | 8.1 | 6.9e-16 | 0.80 | 0.27 | 0.69 | FALSE |
39 | GTEx | Testis | MCC | 0.33 | 0.26 | lasso | 4 | 0.22 | 3.5e-10 | 5.46 | 5.6 | 2.1e-08 | 0.15 | 1.00 | 0.00 | TRUE |
40 | GTEx | Thyroid | DCP2 | 0.19 | 0.19 | lasso | 2 | 0.19 | 2.2e-14 | -6.93 | -6.9 | 5.0e-12 | -0.20 | 1.00 | 0.00 | TRUE |
41 | GTEx | Uterus | REEP5 | 0.39 | 0.05 | lasso | 8 | 0.10 | 5.0e-03 | 1.18 | 6.7 | 2.1e-11 | 0.58 | 0.08 | 0.38 | TRUE |
42 | METSIM | Adipose | APC | 0.03 | 0.00 | bslmm | 520 | 0.01 | 1.7e-02 | 8.85 | 5.4 | 7.4e-08 | 0.32 | 0.10 | 0.32 | FALSE |
43 | METSIM | Adipose | DCP2 | 0.06 | 0.05 | lasso | 5 | 0.06 | 5.5e-09 | -7.06 | -6.5 | 6.6e-11 | -0.16 | 1.00 | 0.00 | FALSE |
44 | METSIM | Adipose | MCC | 0.08 | 0.06 | lasso | 13 | 0.04 | 9.9e-07 | -6.92 | 6.7 | 1.6e-11 | 0.25 | 1.00 | 0.00 | FALSE |
45 | METSIM | Adipose | REEP5 | 0.05 | 0.00 | bslmm | 475 | 0.01 | 6.8e-03 | 6.80 | 5.9 | 2.7e-09 | 0.62 | 0.40 | 0.40 | FALSE |
46 | NTR | Blood | MCC | 0.03 | 0.02 | lasso | 2 | 0.02 | 3.4e-07 | -6.99 | 6.9 | 6.1e-12 | 0.21 | 1.00 | 0.00 | FALSE |
47 | NTR | Blood | REEP5 | 0.03 | 0.04 | lasso | 9 | 0.04 | 3.3e-12 | 9.39 | 9.7 | 3.0e-22 | 0.86 | 0.40 | 0.60 | FALSE |
48 | ROSMAP | Brain Pre-frontal Cortex | REEP5 | 0.08 | 0.03 | lasso | 3 | 0.02 | 1.3e-03 | -8.48 | 7.9 | 3.8e-15 | 0.56 | 0.20 | 0.43 | FALSE |
49 | ROSMAP | Brain Pre-frontal Cortex | NREP | 0.06 | 0.01 | enet | 18 | 0.02 | 3.8e-04 | -2.95 | 5.8 | 6.2e-09 | 0.11 | 0.19 | 0.36 | TRUE |
50 | ROSMAP | Brain Pre-frontal Cortex | DCP2 | 0.06 | 0.01 | bslmm | 495 | 0.02 | 6.1e-04 | 3.77 | 5.8 | 5.7e-09 | 0.30 | 0.73 | 0.04 | FALSE |
51 | YFS | Blood | DCP2 | 0.12 | 0.16 | bslmm | 485 | 0.16 | 7.4e-51 | -7.06 | -5.7 | 1.2e-08 | -0.14 | 1.00 | 0.00 | FALSE |
52 | YFS | Blood | REEP5 | 0.09 | 0.04 | blup | 462 | 0.06 | 7.5e-20 | -8.48 | 6.8 | 7.7e-12 | 0.40 | 0.97 | 0.03 | FALSE |
53 | YFS | Blood | SRP19 | 0.02 | 0.01 | bslmm | 456 | 0.00 | 2.9e-02 | 8.61 | 7.3 | 3.0e-13 | 0.66 | 0.04 | 0.77 | FALSE |
54 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | APC | 0.04 | 0.02 | blup | 75 | 0.02 | 4.8e-03 | 6.73 | 5.5 | 3.1e-08 | 0.55 | 0.08 | 0.29 | FALSE |
55 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | APC | 0.03 | 0.02 | blup | 77 | 0.02 | 5.2e-03 | 8.63 | 6.5 | 7.9e-11 | 0.36 | 0.03 | 0.23 | TRUE |
56 | The Cancer Genome Atlas | Brain Lower Grade Glioma | DCP2 | 0.02 | 0.02 | lasso | 3 | 0.01 | 1.1e-02 | 6.32 | -6.4 | 1.3e-10 | -0.15 | 0.02 | 0.94 | TRUE |
57 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SRP19 | 0.05 | 0.04 | lasso | 3 | 0.04 | 3.7e-05 | 6.72 | -7.0 | 2.0e-12 | -0.72 | 0.81 | 0.10 | FALSE |
58 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TSSK1B | 0.04 | 0.02 | enet | 8 | 0.03 | 3.6e-04 | -5.48 | -5.5 | 3.6e-08 | -0.09 | 0.00 | 0.95 | TRUE |
59 | The Cancer Genome Atlas | Prostate Adenocarcinoma | DCP2 | 0.05 | 0.01 | blup | 82 | 0.04 | 6.3e-05 | 4.73 | -5.6 | 2.7e-08 | -0.25 | 0.02 | 0.83 | FALSE |
60 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SRP19 | 0.05 | 0.05 | lasso | 1 | 0.05 | 4.5e-06 | 6.41 | -6.4 | 1.4e-10 | -0.81 | 0.43 | 0.46 | FALSE |
61 | The Cancer Genome Atlas | Soft Tissue Sarcoma | SRP19 | 0.07 | 0.03 | lasso | 4 | 0.02 | 2.4e-02 | 6.41 | -6.3 | 2.4e-10 | -0.80 | 0.05 | 0.35 | FALSE |
62 | The Cancer Genome Atlas | Stomach Adenocarcinoma | REEP5 | 0.03 | 0.02 | blup | 47 | 0.03 | 4.1e-03 | 5.70 | 7.0 | 2.8e-12 | 0.79 | 0.05 | 0.23 | FALSE |
63 | The Cancer Genome Atlas | Thyroid Carcinoma | APC | 0.02 | 0.02 | enet | 5 | 0.02 | 4.2e-03 | -9.33 | 9.6 | 7.8e-22 | 0.95 | 0.03 | 0.87 | FALSE |