Best TWAS P=9.53e-23 · Best GWAS P=4.81e-22 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 | CFDP1 | 0.08 | 0.04 | lasso | 4 | 0.04 | 1.6e-05 | -7.6 | -7.4 | 1.4e-13 | 0.14 | 0.98 | 0.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | CFDP1 | 0.11 | 0.09 | lasso | 2 | 0.09 | 1.1e-07 | -6.3 | -6.3 | 3.7e-10 | 0.11 | 0.99 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | TMEM170A | 0.11 | 0.00 | lasso | 5 | 0.01 | 6.7e-02 | -4.7 | -5.6 | 2.2e-08 | 0.11 | 0.26 | 0.04 | FALSE |
4 | GTEx | Adipose Visceral Omentum | CFDP1 | 0.20 | 0.09 | lasso | 4 | 0.08 | 5.2e-05 | -6.2 | -7.0 | 3.6e-12 | 0.16 | 0.55 | 0.02 | FALSE |
5 | GTEx | Adipose Visceral Omentum | ZFP1 | 0.38 | 0.21 | lasso | 5 | 0.21 | 5.6e-11 | -9.3 | 8.9 | 7.3e-19 | -0.73 | 0.03 | 0.97 | FALSE |
6 | GTEx | Adrenal Gland | TMEM170A | 0.11 | 0.06 | enet | 4 | 0.04 | 1.7e-02 | -7.8 | 7.8 | 8.2e-15 | -0.18 | 0.27 | 0.04 | FALSE |
7 | GTEx | Adrenal Gland | ZFP1 | 0.53 | 0.28 | enet | 30 | 0.30 | 1.7e-11 | -9.3 | 9.2 | 5.1e-20 | -0.69 | 0.02 | 0.98 | FALSE |
8 | GTEx | Artery Aorta | BCAR1 | 0.18 | 0.13 | lasso | 3 | 0.11 | 9.8e-07 | -7.8 | 8.0 | 1.9e-15 | -0.17 | 0.99 | 0.00 | FALSE |
9 | GTEx | Artery Aorta | ZFP1 | 0.28 | 0.14 | enet | 13 | 0.19 | 1.0e-10 | -9.5 | 9.4 | 3.7e-21 | -0.83 | 0.01 | 0.99 | FALSE |
10 | GTEx | Artery Tibial | BCAR1 | 0.07 | 0.06 | lasso | 1 | 0.04 | 2.4e-04 | -7.3 | 7.3 | 3.1e-13 | -0.18 | 0.59 | 0.02 | FALSE |
11 | GTEx | Brain Cerebellum | CFDP1 | 0.25 | -0.01 | lasso | 2 | 0.05 | 1.7e-02 | -7.8 | -6.9 | 5.1e-12 | 0.16 | 0.20 | 0.04 | FALSE |
12 | GTEx | Brain Cortex | CFDP1 | 0.18 | 0.07 | lasso | 3 | 0.08 | 3.4e-03 | -6.2 | -7.0 | 2.7e-12 | 0.12 | 0.16 | 0.05 | FALSE |
13 | GTEx | Breast Mammary Tissue | ZFP1 | 0.21 | 0.18 | lasso | 2 | 0.17 | 7.0e-09 | -9.3 | 9.8 | 9.5e-23 | -0.84 | 0.02 | 0.98 | TRUE |
14 | GTEx | Breast Mammary Tissue (Male) | ZFP1 | 0.23 | 0.24 | lasso | 3 | 0.22 | 7.8e-06 | -9.4 | 9.3 | 1.3e-20 | -0.94 | 0.01 | 0.97 | TRUE |
15 | GTEx | Breast Mammary Tissue (Female) | CFDP1 | 0.07 | 0.05 | lasso | 1 | 0.05 | 1.5e-02 | -6.3 | -6.3 | 3.2e-10 | 0.10 | 0.09 | 0.05 | FALSE |
16 | GTEx | Cells EBV-transformed lymphocytes | TMEM170A | 0.13 | 0.07 | lasso | 3 | 0.02 | 6.2e-02 | -5.9 | -6.1 | 8.4e-10 | 0.21 | 0.15 | 0.05 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | CFDP1 | 0.17 | 0.20 | enet | 10 | 0.24 | 9.9e-18 | -7.8 | -8.1 | 4.4e-16 | 0.14 | 1.00 | 0.00 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | ZFP1 | 0.47 | 0.29 | enet | 28 | 0.33 | 1.6e-25 | -9.3 | 5.7 | 1.6e-08 | -0.56 | 0.04 | 0.96 | FALSE |
19 | GTEx | Colon Transverse | CFDP1 | 0.14 | 0.11 | lasso | 2 | 0.08 | 7.6e-05 | -6.2 | -5.7 | 1.0e-08 | 0.09 | 0.56 | 0.02 | FALSE |
20 | GTEx | Esophagus Gastroesophageal Junction | CFDP1 | 0.31 | 0.17 | lasso | 4 | 0.16 | 3.0e-06 | -6.5 | -6.5 | 5.8e-11 | 0.10 | 0.89 | 0.01 | FALSE |
21 | GTEx | Esophagus Gastroesophageal Junction | ZFP1 | 0.35 | 0.16 | lasso | 3 | 0.14 | 7.7e-06 | -9.3 | 7.2 | 6.9e-13 | -0.53 | 0.02 | 0.95 | FALSE |
22 | GTEx | Esophagus Mucosa | BCAR1 | 0.16 | 0.13 | lasso | 8 | 0.14 | 1.8e-09 | -7.6 | -7.3 | 3.2e-13 | 0.20 | 1.00 | 0.00 | FALSE |
23 | GTEx | Esophagus Muscularis | CFDP1 | 0.18 | 0.12 | lasso | 5 | 0.09 | 3.1e-06 | -6.2 | -6.1 | 1.4e-09 | 0.10 | 0.99 | 0.00 | FALSE |
24 | GTEx | Esophagus Muscularis | ZFP1 | 0.30 | 0.23 | lasso | 4 | 0.26 | 3.8e-16 | -9.3 | 6.9 | 5.9e-12 | -0.50 | 0.02 | 0.98 | FALSE |
25 | GTEx | Heart Atrial Appendage | ZFP1 | 0.23 | 0.15 | lasso | 2 | 0.14 | 9.1e-07 | -9.3 | 9.3 | 2.1e-20 | -0.74 | 0.02 | 0.97 | FALSE |
26 | GTEx | Heart Left Ventricle | ZFP1 | 0.37 | 0.20 | lasso | 8 | 0.19 | 1.4e-10 | -9.3 | 8.3 | 1.1e-16 | -0.76 | 0.02 | 0.98 | FALSE |
27 | GTEx | Lung | ZFP1 | 0.22 | 0.10 | lasso | 6 | 0.13 | 3.2e-10 | -9.3 | 6.8 | 1.4e-11 | -0.67 | 0.03 | 0.97 | TRUE |
28 | GTEx | Muscle Skeletal | CFDP1 | 0.05 | 0.05 | enet | 4 | 0.04 | 3.4e-05 | -6.0 | -6.2 | 5.9e-10 | 0.10 | 0.90 | 0.00 | FALSE |
29 | GTEx | Muscle Skeletal | ZFP1 | 0.27 | 0.08 | enet | 31 | 0.11 | 3.1e-11 | -9.3 | 7.4 | 1.4e-13 | -0.73 | 0.02 | 0.98 | FALSE |
30 | GTEx | Nerve Tibial | CFDP1 | 0.16 | 0.14 | lasso | 3 | 0.12 | 1.6e-08 | -6.3 | -7.1 | 9.8e-13 | 0.14 | 1.00 | 0.00 | FALSE |
31 | GTEx | Nerve Tibial | TMEM170A | 0.12 | 0.09 | enet | 7 | 0.11 | 4.1e-08 | -3.8 | -5.8 | 4.9e-09 | 0.11 | 1.00 | 0.00 | FALSE |
32 | GTEx | Nerve Tibial | ZFP1 | 0.41 | 0.23 | enet | 17 | 0.25 | 8.6e-18 | -9.3 | 7.9 | 2.4e-15 | -0.70 | 0.02 | 0.98 | FALSE |
33 | GTEx | Pancreas | CFDP1 | 0.16 | 0.07 | lasso | 2 | 0.12 | 1.2e-05 | -6.3 | -6.5 | 6.0e-11 | 0.06 | 0.55 | 0.04 | FALSE |
34 | GTEx | Skin Not Sun Exposed Suprapubic | TMEM170A | 0.09 | 0.02 | lasso | 3 | 0.05 | 1.1e-03 | -4.8 | 5.4 | 5.2e-08 | -0.16 | 0.41 | 0.02 | FALSE |
35 | GTEx | Skin Not Sun Exposed Suprapubic | ZFP1 | 0.33 | 0.15 | lasso | 10 | 0.16 | 2.8e-09 | -9.5 | 8.3 | 1.1e-16 | -0.69 | 0.02 | 0.98 | FALSE |
36 | GTEx | Skin Sun Exposed Lower leg | CFDP1 | 0.17 | 0.13 | enet | 25 | 0.11 | 2.8e-09 | -6.3 | -8.4 | 4.3e-17 | 0.31 | 1.00 | 0.00 | TRUE |
37 | GTEx | Skin Sun Exposed Lower leg | TMEM170A | 0.13 | 0.08 | lasso | 5 | 0.06 | 1.2e-05 | -5.9 | 5.3 | 8.7e-08 | -0.17 | 0.92 | 0.00 | FALSE |
38 | GTEx | Testis | ZFP1 | 0.17 | 0.14 | lasso | 3 | 0.12 | 4.5e-06 | -9.5 | 9.5 | 1.8e-21 | -0.75 | 0.01 | 0.98 | FALSE |
39 | GTEx | Thyroid | ZFP1 | 0.27 | 0.16 | enet | 17 | 0.18 | 1.3e-13 | -9.3 | 8.3 | 1.3e-16 | -0.74 | 0.02 | 0.98 | FALSE |
40 | METSIM | Adipose | TMEM170A | 0.03 | 0.01 | lasso | 3 | 0.02 | 1.5e-03 | -7.9 | -7.2 | 5.0e-13 | 0.09 | 0.84 | 0.03 | FALSE |
41 | YFS | Blood | CFDP1 | 0.21 | 0.26 | bslmm | 396 | 0.30 | 1.5e-99 | -6.2 | -5.5 | 4.1e-08 | 0.09 | 1.00 | 0.00 | FALSE |
42 | YFS | Blood | ZFP1 | 0.15 | 0.08 | enet | 36 | 0.08 | 2.0e-25 | -9.3 | 7.3 | 2.1e-13 | -0.64 | 0.04 | 0.96 | FALSE |
43 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CFDP1 | 0.04 | 0.03 | enet | 10 | 0.03 | 5.2e-07 | -6.3 | -6.1 | 8.1e-10 | 0.16 | 1.00 | 0.00 | FALSE |
44 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ZFP1 | 0.08 | 0.10 | lasso | 3 | 0.10 | 2.5e-20 | -9.3 | 9.4 | 4.4e-21 | -0.74 | 0.02 | 0.98 | FALSE |
45 | The Cancer Genome Atlas | Colon Adenocarcinoma | CFDP1 | 0.10 | 0.04 | blup | 71 | 0.06 | 1.8e-04 | -6.0 | -5.8 | 5.1e-09 | 0.09 | 0.29 | 0.21 | FALSE |
46 | The Cancer Genome Atlas | Colon Adenocarcinoma | ZFP1 | 0.22 | 0.09 | lasso | 6 | 0.12 | 3.3e-07 | -9.5 | 8.7 | 3.4e-18 | -0.82 | 0.01 | 0.99 | FALSE |
47 | The Cancer Genome Atlas | Esophageal Carcinoma | ZFP1 | 0.19 | 0.01 | blup | 63 | 0.06 | 6.9e-03 | -4.0 | 6.6 | 3.5e-11 | -0.54 | 0.01 | 0.42 | FALSE |
48 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CFDP1 | 0.02 | 0.02 | lasso | 4 | 0.02 | 1.9e-03 | -7.8 | -7.7 | 1.9e-14 | 0.13 | 0.12 | 0.40 | FALSE |
49 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ZFP1 | 0.21 | 0.12 | lasso | 5 | 0.18 | 2.1e-20 | -9.3 | 8.1 | 7.6e-16 | -0.79 | 0.02 | 0.98 | FALSE |
50 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TMEM170A | 0.08 | 0.10 | blup | 36 | 0.13 | 9.1e-08 | -5.9 | -7.6 | 3.7e-14 | 0.21 | 0.01 | 0.99 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | ZFP1 | 0.17 | 0.08 | blup | 62 | 0.08 | 3.0e-05 | -9.7 | 5.7 | 1.3e-08 | -0.70 | 0.00 | 0.99 | FALSE |
52 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CFDP1 | 0.04 | 0.02 | lasso | 6 | 0.03 | 4.0e-04 | -6.2 | -7.7 | 1.7e-14 | 0.13 | 0.20 | 0.73 | FALSE |
53 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ZFP1 | 0.15 | 0.12 | lasso | 6 | 0.13 | 2.7e-14 | -9.7 | 9.6 | 6.4e-22 | -0.96 | 0.00 | 1.00 | FALSE |
54 | The Cancer Genome Atlas | Lung Adenocarcinoma | CFDP1 | 0.05 | 0.02 | enet | 11 | 0.04 | 2.0e-05 | -6.5 | -5.4 | 8.6e-08 | 0.14 | 0.33 | 0.04 | TRUE |
55 | The Cancer Genome Atlas | Lung Adenocarcinoma | ZFP1 | 0.20 | 0.07 | enet | 11 | 0.14 | 1.3e-16 | -9.3 | 8.0 | 1.1e-15 | -0.72 | 0.03 | 0.97 | TRUE |
56 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | CFDP1 | 0.06 | 0.03 | lasso | 3 | 0.03 | 1.1e-04 | -4.2 | -5.1 | 3.1e-07 | 0.12 | 0.53 | 0.02 | FALSE |
57 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ZFP1 | 0.08 | 0.05 | enet | 11 | 0.05 | 1.0e-06 | -9.5 | 6.0 | 1.4e-09 | -0.56 | 0.01 | 0.99 | FALSE |
58 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | ZFP1 | 0.37 | 0.16 | blup | 63 | 0.27 | 1.3e-11 | -9.3 | 6.2 | 4.0e-10 | -0.62 | 0.02 | 0.98 | FALSE |
59 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | CFDP1 | 0.23 | 0.00 | blup | 70 | 0.02 | 4.2e-02 | -6.5 | -5.6 | 2.3e-08 | 0.04 | 0.03 | 0.09 | FALSE |
60 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CFDP1 | 0.06 | 0.05 | enet | 6 | 0.05 | 3.2e-06 | -6.3 | -5.4 | 6.1e-08 | 0.08 | 0.97 | 0.00 | FALSE |
61 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ZFP1 | 0.10 | 0.09 | blup | 63 | 0.08 | 2.2e-08 | -9.3 | 8.1 | 7.8e-16 | -0.63 | 0.02 | 0.98 | FALSE |
62 | The Cancer Genome Atlas | Stomach Adenocarcinoma | ZFP1 | 0.09 | 0.03 | lasso | 4 | 0.05 | 1.4e-04 | -9.3 | 6.1 | 8.6e-10 | -0.43 | 0.03 | 0.92 | FALSE |
63 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | CFDP1 | 0.10 | 0.00 | blup | 70 | 0.04 | 1.4e-02 | -7.8 | -7.3 | 2.2e-13 | 0.13 | 0.03 | 0.17 | FALSE |
64 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | CHST6 | 0.20 | 0.08 | enet | 10 | 0.10 | 2.2e-04 | -6.4 | 7.3 | 3.6e-13 | -0.18 | 0.01 | 0.89 | FALSE |
65 | The Cancer Genome Atlas | Thyroid Carcinoma | ZFP1 | 0.25 | 0.16 | blup | 63 | 0.16 | 1.5e-15 | -9.3 | 7.2 | 6.3e-13 | -0.61 | 0.05 | 0.95 | FALSE |
66 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | ZFP1 | 0.32 | -0.01 | blup | 63 | 0.01 | 1.6e-01 | -9.7 | 7.8 | 8.4e-15 | -0.75 | 0.00 | 0.62 | FALSE |