Best TWAS P=7e-27 · Best GWAS P=3.93e-22 conditioned to 0.352
# | 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 | PSPH | 0.19 | 0.09 | lasso | 8 | 0.12 | 2.5e-14 | -7.46 | -6.9 | 5.7e-12 | 0.18 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | ZNF713 | 0.06 | 0.02 | blup | 326 | 0.03 | 2.9e-04 | -2.90 | -5.2 | 1.5e-07 | 0.56 | 0.07 | 0.84 | FALSE |
3 | GTEx | Adipose Subcutaneous | GBAS | 0.18 | 0.12 | enet | 16 | 0.16 | 1.1e-12 | -2.38 | -5.9 | 4.2e-09 | 0.52 | 0.98 | 0.02 | FALSE |
4 | GTEx | Artery Coronary | ZNF713 | 0.18 | 0.10 | enet | 14 | 0.13 | 3.7e-05 | 6.25 | 5.5 | 4.7e-08 | -0.12 | 0.05 | 0.86 | FALSE |
5 | GTEx | Artery Tibial | ZNF713 | 0.19 | 0.12 | lasso | 6 | 0.15 | 1.2e-11 | 6.25 | 6.7 | 2.4e-11 | -0.22 | 0.47 | 0.53 | FALSE |
6 | GTEx | Brain Caudate basal ganglia | GBAS | 0.19 | 0.11 | lasso | 5 | 0.07 | 4.1e-03 | 7.42 | -8.5 | 1.5e-17 | 0.53 | 0.02 | 0.82 | FALSE |
7 | GTEx | Brain Cerebellum | GBAS | 0.24 | 0.01 | lasso | 10 | 0.03 | 4.6e-02 | -7.09 | -8.3 | 1.0e-16 | 0.54 | 0.03 | 0.70 | FALSE |
8 | GTEx | Brain Hypothalamus | GBAS | 0.21 | 0.12 | lasso | 3 | 0.08 | 6.3e-03 | 8.66 | -8.6 | 1.1e-17 | 0.46 | 0.01 | 0.87 | FALSE |
9 | GTEx | Breast Mammary Tissue | GBAS | 0.17 | 0.05 | lasso | 5 | 0.03 | 1.0e-02 | -2.38 | -6.1 | 1.2e-09 | 0.54 | 0.04 | 0.67 | FALSE |
10 | GTEx | Cells EBV-transformed lymphocytes | GBAS | 0.17 | 0.05 | lasso | 3 | 0.05 | 1.1e-02 | -7.09 | -7.3 | 3.0e-13 | 0.57 | 0.06 | 0.22 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | GBAS | 0.16 | 0.01 | enet | 26 | 0.07 | 9.2e-06 | -2.39 | -8.7 | 2.4e-18 | 0.80 | 0.18 | 0.71 | FALSE |
12 | GTEx | Colon Transverse | CHCHD2 | 0.20 | 0.16 | enet | 15 | 0.16 | 3.3e-08 | 8.25 | 5.2 | 1.9e-07 | -0.06 | 0.01 | 0.99 | FALSE |
13 | GTEx | Colon Transverse | GBAS | 0.25 | 0.08 | enet | 21 | 0.12 | 1.6e-06 | 8.66 | -7.6 | 2.8e-14 | 0.57 | 0.00 | 0.98 | FALSE |
14 | GTEx | Esophagus Mucosa | CCT6A | 0.06 | 0.03 | lasso | 2 | 0.02 | 1.1e-02 | -8.00 | -8.0 | 1.0e-15 | 0.74 | 0.13 | 0.32 | FALSE |
15 | GTEx | Esophagus Mucosa | PSPH | 0.11 | 0.00 | enet | 24 | 0.01 | 4.4e-02 | -0.24 | -6.4 | 2.1e-10 | 0.51 | 0.07 | 0.54 | FALSE |
16 | GTEx | Esophagus Muscularis | ZNF713 | 0.11 | 0.02 | enet | 17 | 0.03 | 3.8e-03 | 6.25 | 6.5 | 7.4e-11 | -0.22 | 0.11 | 0.44 | FALSE |
17 | GTEx | Heart Left Ventricle | ZNF713 | 0.13 | 0.00 | enet | 23 | 0.00 | 5.5e-01 | -2.79 | 6.2 | 4.4e-10 | -0.29 | 0.05 | 0.25 | FALSE |
18 | GTEx | Lung | GBAS | 0.07 | 0.00 | lasso | 3 | 0.00 | 1.9e-01 | 8.66 | -9.3 | 2.0e-20 | 0.43 | 0.00 | 0.96 | FALSE |
19 | GTEx | Muscle Skeletal | GBAS | 0.10 | 0.02 | enet | 13 | 0.05 | 9.2e-06 | -2.38 | -6.7 | 2.3e-11 | 0.49 | 0.15 | 0.84 | FALSE |
20 | GTEx | Nerve Tibial | CHCHD2 | 0.07 | 0.04 | lasso | 5 | 0.06 | 9.3e-05 | -5.23 | 5.6 | 2.5e-08 | -0.32 | 0.10 | 0.74 | FALSE |
21 | GTEx | Nerve Tibial | GBAS | 0.14 | 0.01 | lasso | 3 | 0.04 | 1.0e-03 | 8.66 | -7.4 | 1.7e-13 | 0.45 | 0.00 | 0.99 | FALSE |
22 | GTEx | Ovary | SUMF2 | 0.37 | 0.01 | enet | 29 | 0.07 | 1.1e-02 | 1.75 | 5.8 | 6.7e-09 | -0.54 | 0.05 | 0.07 | FALSE |
23 | GTEx | Pancreas | CHCHD2 | 0.16 | 0.05 | lasso | 4 | 0.04 | 7.3e-03 | 8.30 | -5.2 | 1.9e-07 | 0.42 | 0.09 | 0.81 | FALSE |
24 | GTEx | Pancreas | GBAS | 0.19 | 0.05 | enet | 35 | 0.07 | 6.6e-04 | -5.80 | -7.6 | 2.9e-14 | 0.66 | 0.19 | 0.52 | FALSE |
25 | GTEx | Prostate | GBAS | 0.33 | 0.08 | lasso | 8 | 0.13 | 3.4e-04 | -8.00 | -8.9 | 5.4e-19 | 0.65 | 0.11 | 0.45 | FALSE |
26 | GTEx | Prostate | ZNF713 | 0.19 | 0.10 | lasso | 2 | 0.07 | 1.0e-02 | 6.25 | 6.4 | 1.3e-10 | -0.28 | 0.04 | 0.58 | FALSE |
27 | GTEx | Skin Not Sun Exposed Suprapubic | GBAS | 0.08 | 0.00 | lasso | 9 | 0.01 | 6.3e-02 | 8.66 | -10.3 | 7.8e-25 | 0.67 | 0.02 | 0.82 | FALSE |
28 | GTEx | Skin Sun Exposed Lower leg | CHCHD2 | 0.07 | 0.09 | lasso | 5 | 0.05 | 3.6e-05 | 8.25 | 7.8 | 5.7e-15 | -0.35 | 0.02 | 0.98 | FALSE |
29 | GTEx | Skin Sun Exposed Lower leg | GBAS | 0.14 | 0.09 | enet | 32 | 0.10 | 1.3e-08 | 8.66 | -8.0 | 1.4e-15 | 0.57 | 0.00 | 1.00 | FALSE |
30 | GTEx | Stomach | GBAS | 0.19 | 0.01 | enet | 26 | 0.07 | 3.7e-04 | -8.04 | -8.4 | 3.6e-17 | 0.86 | 0.13 | 0.52 | FALSE |
31 | GTEx | Testis | GBAS | 0.17 | 0.03 | enet | 28 | 0.09 | 8.2e-05 | 8.66 | -8.1 | 6.8e-16 | 0.68 | 0.01 | 0.96 | FALSE |
32 | GTEx | Testis | ZNF713 | 0.15 | 0.00 | enet | 10 | 0.00 | 1.9e-01 | -7.11 | 7.5 | 6.8e-14 | -0.52 | 0.03 | 0.40 | FALSE |
33 | GTEx | Thyroid | GBAS | 0.31 | 0.14 | lasso | 9 | 0.30 | 1.3e-23 | -2.38 | -7.8 | 8.3e-15 | 0.78 | 0.71 | 0.29 | FALSE |
34 | METSIM | Adipose | CCT6A | 0.03 | 0.04 | lasso | 1 | 0.03 | 2.0e-05 | -9.67 | -9.7 | 3.9e-22 | 1.00 | 0.00 | 1.00 | FALSE |
35 | METSIM | Adipose | CHCHD2 | 0.30 | 0.27 | bslmm | 256 | 0.27 | 4.1e-41 | 8.46 | 8.0 | 1.7e-15 | -0.36 | 0.99 | 0.01 | FALSE |
36 | METSIM | Adipose | GBAS | 0.13 | 0.05 | enet | 26 | 0.10 | 6.1e-15 | -3.12 | -6.7 | 1.8e-11 | 0.62 | 0.19 | 0.81 | FALSE |
37 | METSIM | Adipose | PSPH | 0.16 | 0.13 | lasso | 15 | 0.17 | 2.9e-25 | -7.46 | -6.6 | 3.6e-11 | 0.18 | 1.00 | 0.00 | FALSE |
38 | ROSMAP | Brain Pre-frontal Cortex | GBAS | 0.17 | 0.06 | lasso | 5 | 0.11 | 2.7e-14 | -9.67 | -10.7 | 7.0e-27 | 0.86 | 0.00 | 1.00 | TRUE |
39 | ROSMAP | Brain Pre-frontal Cortex | CCT6A | 0.06 | 0.01 | bslmm | 279 | 0.03 | 2.4e-04 | -3.67 | -5.9 | 4.3e-09 | 0.32 | 0.40 | 0.09 | FALSE |
40 | YFS | Blood | CCT6A | 0.03 | 0.02 | lasso | 4 | 0.02 | 5.5e-06 | -9.67 | -9.2 | 3.5e-20 | 0.98 | 0.00 | 1.00 | FALSE |
41 | YFS | Blood | GBAS | 0.02 | 0.01 | lasso | 6 | 0.01 | 2.0e-03 | -9.67 | -9.2 | 4.0e-20 | 0.98 | 0.00 | 1.00 | FALSE |
42 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | CHCHD2 | 0.06 | 0.06 | lasso | 4 | 0.06 | 1.8e-05 | 8.43 | 8.5 | 2.7e-17 | -0.41 | 0.57 | 0.02 | FALSE |
43 | The Cancer Genome Atlas | Breast Invasive Carcinoma | GBAS | 0.05 | 0.03 | blup | 48 | 0.04 | 2.8e-08 | -8.00 | -8.9 | 4.0e-19 | 0.84 | 0.18 | 0.80 | FALSE |
44 | The Cancer Genome Atlas | Breast Invasive Carcinoma | LOC389493 | 0.03 | 0.01 | blup | 32 | 0.02 | 7.3e-05 | -7.09 | -7.6 | 2.4e-14 | 0.57 | 0.02 | 0.04 | FALSE |
45 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PSPH | 0.03 | 0.00 | enet | 6 | 0.02 | 3.8e-05 | 1.89 | -8.4 | 3.0e-17 | 0.66 | 0.05 | 0.43 | FALSE |
46 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SUMF2 | 0.02 | 0.01 | enet | 6 | 0.01 | 5.1e-03 | -3.22 | 6.3 | 2.3e-10 | -0.39 | 0.05 | 0.17 | FALSE |
47 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CHCHD2 | 0.07 | 0.04 | enet | 8 | 0.06 | 4.2e-04 | 8.25 | 6.8 | 1.1e-11 | -0.30 | 0.09 | 0.05 | FALSE |
48 | The Cancer Genome Atlas | Colon Adenocarcinoma | CHCHD2 | 0.09 | 0.07 | lasso | 4 | 0.06 | 1.5e-04 | 8.43 | 6.5 | 8.9e-11 | -0.24 | 0.17 | 0.04 | FALSE |
49 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CHCHD2 | 0.11 | 0.05 | blup | 33 | 0.07 | 2.8e-08 | 8.52 | 6.6 | 4.0e-11 | -0.25 | 0.98 | 0.02 | FALSE |
50 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CHCHD2 | 0.05 | 0.04 | blup | 33 | 0.02 | 1.1e-03 | 8.25 | 5.4 | 7.4e-08 | -0.16 | 0.94 | 0.01 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GBAS | 0.10 | 0.03 | lasso | 5 | 0.09 | 5.8e-10 | -2.29 | -5.7 | 1.1e-08 | 0.76 | 0.47 | 0.22 | FALSE |
52 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CHCHD2 | 0.03 | 0.01 | blup | 33 | 0.01 | 1.7e-02 | 1.84 | 5.3 | 1.0e-07 | -0.18 | 0.01 | 0.04 | FALSE |
53 | The Cancer Genome Atlas | Brain Lower Grade Glioma | GBAS | 0.18 | 0.06 | enet | 12 | 0.13 | 6.0e-15 | -3.12 | -8.9 | 7.5e-19 | 0.82 | 0.92 | 0.08 | FALSE |
54 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PHKG1 | 0.04 | 0.02 | blup | 36 | 0.03 | 2.7e-04 | 8.25 | 9.1 | 8.2e-20 | -0.37 | 0.14 | 0.03 | FALSE |
55 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SUMF2 | 0.04 | 0.04 | enet | 5 | 0.04 | 1.4e-05 | 7.82 | 7.8 | 8.2e-15 | -0.74 | 0.16 | 0.82 | FALSE |
56 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ZNF713 | 0.17 | 0.07 | enet | 14 | 0.09 | 1.1e-10 | 0.42 | -5.4 | 5.3e-08 | 0.67 | 0.99 | 0.00 | FALSE |
57 | The Cancer Genome Atlas | Lung Adenocarcinoma | CHCHD2 | 0.03 | 0.02 | lasso | 2 | 0.02 | 1.2e-03 | 8.43 | 7.5 | 4.4e-14 | -0.32 | 0.32 | 0.02 | FALSE |
58 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | GBAS | 0.07 | 0.00 | enet | 9 | 0.04 | 6.1e-05 | -8.05 | -7.0 | 2.5e-12 | 0.68 | 0.05 | 0.28 | FALSE |
59 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | CHCHD2 | 0.08 | 0.05 | blup | 33 | 0.04 | 1.5e-03 | 8.52 | 5.6 | 1.7e-08 | -0.08 | 0.14 | 0.03 | FALSE |
60 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | GBAS | 0.07 | 0.03 | blup | 48 | 0.04 | 7.6e-04 | 0.42 | -7.5 | 6.3e-14 | 0.80 | 0.02 | 0.09 | FALSE |
61 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | GBAS | 0.18 | 0.00 | blup | 48 | 0.11 | 2.6e-05 | -3.12 | -8.1 | 5.9e-16 | 0.87 | 0.03 | 0.27 | FALSE |
62 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GBAS | 0.20 | 0.08 | blup | 48 | 0.21 | 8.4e-22 | -8.04 | -8.9 | 7.9e-19 | 0.82 | 0.19 | 0.81 | FALSE |
63 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PSPH | 0.07 | 0.01 | blup | 71 | 0.04 | 1.9e-05 | -4.42 | -8.2 | 2.1e-16 | 0.49 | 0.01 | 0.78 | FALSE |
64 | The Cancer Genome Atlas | Stomach Adenocarcinoma | CHCHD2 | 0.08 | 0.02 | blup | 33 | 0.06 | 2.3e-05 | 0.96 | 5.5 | 3.8e-08 | -0.17 | 0.21 | 0.02 | FALSE |
65 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | CHCHD2 | 0.13 | 0.04 | blup | 33 | 0.08 | 1.3e-03 | -5.57 | 5.3 | 1.1e-07 | -0.17 | 0.07 | 0.05 | FALSE |
66 | The Cancer Genome Atlas | Thyroid Carcinoma | CHCHD2 | 0.08 | 0.03 | enet | 10 | 0.06 | 1.8e-06 | 8.52 | 6.4 | 1.8e-10 | -0.29 | 0.32 | 0.11 | FALSE |
67 | The Cancer Genome Atlas | Thyroid Carcinoma | GBAS | 0.25 | 0.08 | enet | 22 | 0.26 | 5.5e-25 | -2.40 | -8.6 | 1.1e-17 | 0.83 | 0.80 | 0.20 | FALSE |
68 | The Cancer Genome Atlas | Thyroid Carcinoma | PHKG1 | 0.07 | 0.06 | enet | 4 | 0.06 | 3.9e-06 | -6.87 | -8.8 | 9.8e-19 | 0.84 | 0.04 | 0.96 | FALSE |
69 | The Cancer Genome Atlas | Thyroid Carcinoma | PSPH | 0.06 | 0.01 | lasso | 8 | 0.01 | 4.8e-02 | -4.42 | -7.1 | 1.4e-12 | 0.48 | 0.02 | 0.62 | FALSE |
70 | The Cancer Genome Atlas | Thyroid Carcinoma | ZNF713 | 0.16 | 0.10 | enet | 15 | 0.15 | 3.4e-14 | 7.78 | 5.1 | 2.9e-07 | -0.17 | 0.04 | 0.96 | FALSE |