Best TWAS P=7.51e-21 · Best GWAS P=2.39e-24 conditioned to 5.63e-05
# | 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 | DIP2B | 0.11 | 0.10 | enet | 16 | 0.13 | 2.6e-15 | 6.5 | 6.5 | 6.7e-11 | 0.03 | 0.28 | 0.72 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | SLC38A4 | 0.06 | 0.01 | bslmm | 376 | 0.02 | 2.9e-03 | -6.7 | 5.8 | 7.5e-09 | -0.60 | 0.05 | 0.70 | FALSE |
3 | GTEx | Adipose Subcutaneous | ATF1 | 0.07 | 0.05 | enet | 14 | 0.04 | 3.1e-04 | -5.3 | -5.5 | 3.8e-08 | -0.02 | 0.46 | 0.51 | FALSE |
4 | GTEx | Adipose Subcutaneous | ZNF641 | 0.10 | 0.10 | lasso | 4 | 0.10 | 2.8e-08 | 5.6 | 5.5 | 3.0e-08 | 0.04 | 1.00 | 0.00 | FALSE |
5 | GTEx | Artery Aorta | ATF1 | 0.26 | 0.29 | lasso | 2 | 0.28 | 1.5e-15 | -5.5 | -5.4 | 5.4e-08 | -0.04 | 0.94 | 0.06 | FALSE |
6 | GTEx | Artery Aorta | ZNF641 | 0.22 | 0.13 | enet | 30 | 0.18 | 4.9e-10 | 5.3 | 5.3 | 1.4e-07 | 0.03 | 0.99 | 0.01 | FALSE |
7 | GTEx | Artery Coronary | ATF1 | 0.20 | 0.09 | lasso | 4 | 0.05 | 1.2e-02 | -5.3 | -5.3 | 1.4e-07 | -0.04 | 0.21 | 0.22 | FALSE |
8 | GTEx | Artery Tibial | ATF1 | 0.24 | 0.26 | lasso | 7 | 0.25 | 2.7e-19 | -5.5 | -5.5 | 4.9e-08 | -0.04 | 0.94 | 0.06 | FALSE |
9 | GTEx | Artery Tibial | ZNF641 | 0.19 | 0.16 | lasso | 5 | 0.16 | 1.6e-12 | 5.5 | 5.4 | 5.7e-08 | 0.03 | 1.00 | 0.00 | FALSE |
10 | GTEx | Artery Tibial | RP4-605O3.4 | 0.04 | 0.01 | lasso | 4 | 0.00 | 3.2e-01 | 7.2 | 6.7 | 2.7e-11 | 0.03 | 0.02 | 0.93 | FALSE |
11 | GTEx | Brain Caudate basal ganglia | LIMA1 | 0.18 | 0.12 | lasso | 5 | 0.07 | 3.9e-03 | 6.7 | 6.3 | 2.2e-10 | 0.04 | 0.02 | 0.84 | FALSE |
12 | GTEx | Brain Cerebellar Hemisphere | PFKM | 0.29 | 0.09 | enet | 14 | 0.06 | 1.5e-02 | -6.6 | 7.3 | 3.3e-13 | -0.01 | 0.28 | 0.15 | TRUE |
13 | GTEx | Brain Cerebellar Hemisphere | RP4-605O3.4 | 0.18 | 0.12 | enet | 14 | 0.10 | 1.5e-03 | 7.2 | 6.8 | 1.4e-11 | 0.03 | 0.02 | 0.89 | FALSE |
14 | GTEx | Brain Cerebellum | PFKM | 0.20 | 0.07 | lasso | 10 | 0.07 | 4.2e-03 | -7.8 | 7.1 | 1.4e-12 | -0.02 | 0.19 | 0.33 | FALSE |
15 | GTEx | Brain Putamen basal ganglia | CERS5 | 0.29 | 0.12 | enet | 36 | 0.21 | 1.2e-05 | 6.5 | 6.8 | 1.4e-11 | 0.06 | 0.11 | 0.79 | FALSE |
16 | GTEx | Brain Putamen basal ganglia | RP1-228P16.1 | 0.21 | 0.24 | lasso | 6 | 0.24 | 2.1e-06 | 5.5 | -5.2 | 1.9e-07 | -0.05 | 0.51 | 0.08 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | SMARCD1 | 0.08 | 0.07 | enet | 5 | 0.07 | 9.3e-06 | 7.1 | -6.8 | 9.0e-12 | -0.03 | 0.03 | 0.96 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | ZNF641 | 0.10 | 0.05 | lasso | 4 | 0.05 | 7.5e-05 | 4.4 | -5.9 | 3.7e-09 | 0.04 | 0.04 | 0.95 | FALSE |
19 | GTEx | Esophagus Gastroesophageal Junction | ATF1 | 0.15 | 0.15 | lasso | 4 | 0.14 | 7.8e-06 | -5.0 | -5.3 | 1.4e-07 | -0.02 | 0.64 | 0.09 | FALSE |
20 | GTEx | Esophagus Mucosa | ZNF641 | 0.08 | 0.00 | enet | 23 | 0.01 | 1.0e-01 | 5.5 | 6.6 | 4.4e-11 | 0.01 | 0.02 | 0.96 | FALSE |
21 | GTEx | Esophagus Muscularis | ATF1 | 0.15 | 0.17 | lasso | 2 | 0.16 | 7.5e-10 | -5.5 | -5.4 | 7.0e-08 | -0.04 | 0.94 | 0.06 | FALSE |
22 | GTEx | Esophagus Muscularis | CERS5 | 0.15 | 0.07 | enet | 18 | 0.09 | 2.7e-06 | -4.8 | 5.6 | 2.1e-08 | 0.04 | 0.20 | 0.79 | FALSE |
23 | GTEx | Heart Atrial Appendage | CERS5 | 0.14 | 0.03 | lasso | 6 | 0.02 | 4.2e-02 | 7.2 | 6.6 | 3.9e-11 | 0.03 | 0.04 | 0.92 | FALSE |
24 | GTEx | Heart Left Ventricle | ZNF641 | 0.09 | 0.05 | lasso | 4 | 0.02 | 3.7e-02 | -5.6 | 5.6 | 2.4e-08 | -0.04 | 0.03 | 0.82 | FALSE |
25 | GTEx | Heart Left Ventricle | RP11-96H19.1 | 0.29 | 0.04 | enet | 33 | 0.13 | 1.7e-07 | 3.0 | 5.3 | 9.2e-08 | -0.68 | 0.03 | 0.96 | FALSE |
26 | GTEx | Lung | ZNF641 | 0.08 | 0.10 | lasso | 2 | 0.08 | 8.0e-07 | 5.4 | 5.4 | 5.3e-08 | 0.04 | 0.99 | 0.00 | FALSE |
27 | GTEx | Muscle Skeletal | DIP2B | 0.03 | 0.04 | lasso | 6 | 0.04 | 1.1e-04 | -5.5 | -5.3 | 1.0e-07 | -0.04 | 0.79 | 0.13 | FALSE |
28 | GTEx | Muscle Skeletal | ATF1 | 0.09 | 0.06 | lasso | 5 | 0.07 | 5.0e-07 | -5.5 | -5.9 | 3.3e-09 | -0.04 | 0.70 | 0.30 | FALSE |
29 | GTEx | Muscle Skeletal | ZNF641 | 0.19 | 0.24 | enet | 7 | 0.20 | 4.0e-19 | -8.7 | -8.9 | 5.9e-19 | 0.01 | 0.00 | 1.00 | TRUE |
30 | GTEx | Nerve Tibial | CERS5 | 0.31 | 0.28 | enet | 20 | 0.36 | 2.2e-26 | 7.2 | 7.1 | 1.4e-12 | 0.02 | 0.01 | 0.99 | FALSE |
31 | GTEx | Nerve Tibial | ZNF641 | 0.14 | 0.11 | lasso | 4 | 0.08 | 2.3e-06 | 5.5 | 5.3 | 1.4e-07 | 0.03 | 1.00 | 0.00 | FALSE |
32 | GTEx | Nerve Tibial | RP4-605O3.4 | 0.11 | 0.00 | lasso | 3 | 0.00 | 1.7e-01 | 7.2 | 5.8 | 5.0e-09 | 0.03 | 0.01 | 0.92 | FALSE |
33 | GTEx | Prostate | CERS5 | 0.19 | 0.08 | lasso | 4 | 0.02 | 1.2e-01 | 7.3 | 7.3 | 2.8e-13 | 0.02 | 0.02 | 0.76 | FALSE |
34 | GTEx | Skin Not Sun Exposed Suprapubic | ZNF641 | 0.15 | 0.11 | enet | 30 | 0.10 | 3.1e-06 | 5.5 | 6.0 | 1.5e-09 | 0.03 | 0.98 | 0.01 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | SMARCD1 | 0.07 | 0.02 | lasso | 2 | 0.03 | 1.4e-03 | -3.5 | -5.5 | 4.8e-08 | 0.00 | 0.05 | 0.83 | FALSE |
36 | GTEx | Skin Sun Exposed Lower leg | ZNF641 | 0.21 | 0.03 | enet | 17 | 0.08 | 6.5e-07 | -6.7 | 7.1 | 1.5e-12 | 0.02 | 0.96 | 0.01 | FALSE |
37 | GTEx | Spleen | ZNF641 | 0.42 | 0.21 | lasso | 11 | 0.28 | 5.4e-08 | -6.2 | 6.5 | 6.4e-11 | -0.01 | 0.07 | 0.91 | FALSE |
38 | GTEx | Testis | SMARCD1 | 0.22 | 0.10 | enet | 22 | 0.10 | 2.6e-05 | 6.2 | -6.7 | 2.4e-11 | -0.02 | 0.01 | 0.98 | FALSE |
39 | GTEx | Testis | CERS5 | 0.12 | 0.06 | lasso | 6 | 0.07 | 4.0e-04 | 7.2 | 7.2 | 6.8e-13 | 0.02 | 0.01 | 0.93 | FALSE |
40 | GTEx | Testis | ZNF641 | 0.16 | 0.07 | lasso | 2 | 0.10 | 4.2e-05 | -6.4 | 8.3 | 1.1e-16 | 0.00 | 0.13 | 0.71 | FALSE |
41 | GTEx | Thyroid | LIMA1 | 0.08 | 0.06 | enet | 18 | 0.06 | 1.7e-05 | 6.5 | 6.2 | 4.8e-10 | 0.04 | 0.13 | 0.62 | FALSE |
42 | GTEx | Thyroid | CERS5 | 0.09 | 0.04 | lasso | 9 | 0.04 | 3.7e-04 | -4.3 | 5.7 | 1.0e-08 | 0.03 | 0.10 | 0.90 | FALSE |
43 | GTEx | Thyroid | ZNF641 | 0.16 | 0.06 | enet | 26 | 0.13 | 2.0e-10 | -5.6 | 8.4 | 3.1e-17 | -0.02 | 0.03 | 0.97 | FALSE |
44 | GTEx | Thyroid | RP11-579D7.2 | 0.14 | 0.02 | enet | 31 | 0.02 | 7.3e-03 | -7.8 | 5.4 | 7.8e-08 | 0.02 | 0.14 | 0.06 | FALSE |
45 | GTEx | Vagina | ZNF641 | 0.23 | -0.01 | enet | 39 | 0.01 | 2.2e-01 | -8.7 | 7.4 | 1.8e-13 | 0.01 | 0.01 | 0.89 | FALSE |
46 | GTEx | Whole Blood | ZNF641 | 0.31 | 0.32 | enet | 19 | 0.32 | 1.7e-30 | -6.2 | 5.5 | 4.0e-08 | 0.01 | 1.00 | 0.00 | FALSE |
47 | GTEx | Whole Blood | RP4-605O3.4 | 0.04 | 0.04 | lasso | 4 | 0.01 | 1.5e-02 | 7.3 | 7.4 | 1.8e-13 | 0.02 | 0.01 | 0.97 | TRUE |
48 | METSIM | Adipose | DKFZP779L1853 | 0.03 | 0.02 | lasso | 5 | 0.03 | 9.8e-06 | -5.7 | 6.0 | 2.2e-09 | -0.01 | 0.10 | 0.88 | FALSE |
49 | METSIM | Adipose | SLC38A2 | 0.02 | 0.02 | blup | 341 | 0.01 | 5.8e-03 | -9.8 | 8.7 | 3.2e-18 | -0.87 | 0.08 | 0.86 | FALSE |
50 | METSIM | Adipose | ZNF641 | 0.07 | 0.03 | blup | 487 | 0.06 | 7.0e-09 | -8.7 | 5.7 | 9.8e-09 | -0.04 | 0.01 | 0.99 | FALSE |
51 | NTR | Blood | ATF1 | 0.06 | 0.07 | enet | 35 | 0.07 | 4.0e-21 | 6.0 | 5.3 | 8.9e-08 | 0.00 | 0.36 | 0.64 | FALSE |
52 | YFS | Blood | ASB8 | 0.05 | 0.05 | enet | 21 | 0.05 | 3.6e-16 | -5.8 | 5.4 | 8.0e-08 | 0.00 | 1.00 | 0.00 | FALSE |
53 | YFS | Blood | ATF1 | 0.05 | 0.07 | lasso | 9 | 0.07 | 2.0e-21 | 6.0 | 6.4 | 1.2e-10 | 0.01 | 0.32 | 0.68 | FALSE |
54 | YFS | Blood | LIMA1 | 0.04 | 0.06 | enet | 31 | 0.06 | 3.5e-19 | -4.5 | -5.9 | 3.5e-09 | -0.04 | 1.00 | 0.00 | FALSE |
55 | YFS | Blood | PFKM | 0.03 | 0.00 | blup | 523 | 0.01 | 2.5e-05 | -6.9 | 5.9 | 4.1e-09 | -0.04 | 0.17 | 0.10 | FALSE |
56 | YFS | Blood | ZNF641 | 0.43 | 0.53 | bslmm | 482 | 0.58 | 3.1e-241 | -6.2 | 5.4 | 7.5e-08 | 0.01 | 1.00 | 0.00 | FALSE |
57 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C12orf62 | 0.01 | 0.00 | blup | 47 | 0.00 | 4.6e-02 | -4.2 | -6.2 | 4.9e-10 | -0.03 | 0.02 | 0.45 | FALSE |
58 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SMARCD1 | 0.02 | 0.03 | lasso | 1 | 0.03 | 3.7e-06 | 6.7 | -6.7 | 2.8e-11 | -0.03 | 0.06 | 0.93 | FALSE |
59 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | ZNF641 | 0.09 | 0.01 | blup | 50 | 0.03 | 8.7e-03 | -8.8 | 5.3 | 1.2e-07 | -0.02 | 0.00 | 0.94 | FALSE |
60 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C12orf62 | 0.02 | 0.01 | blup | 47 | 0.01 | 1.7e-02 | -4.3 | -6.0 | 1.7e-09 | -0.03 | 0.03 | 0.36 | FALSE |
61 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ZNF641 | 0.04 | 0.03 | lasso | 1 | 0.03 | 5.9e-04 | -7.8 | 7.8 | 4.2e-15 | 0.00 | 0.03 | 0.56 | FALSE |
62 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ASB8 | 0.04 | 0.03 | blup | 69 | 0.03 | 4.1e-04 | 5.4 | 6.8 | 7.7e-12 | -0.01 | 0.21 | 0.25 | FALSE |
63 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LIMA1 | 0.08 | 0.10 | blup | 59 | 0.10 | 1.8e-11 | 6.5 | -6.6 | 5.4e-11 | -0.02 | 0.23 | 0.77 | FALSE |
64 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ZNF641 | 0.09 | 0.01 | blup | 50 | 0.06 | 7.1e-07 | 2.4 | 5.9 | 3.3e-09 | 0.01 | 0.07 | 0.53 | FALSE |
65 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | C12orf62 | 0.08 | 0.01 | blup | 47 | 0.06 | 3.2e-04 | -4.2 | -5.2 | 1.9e-07 | -0.04 | 0.20 | 0.66 | FALSE |
66 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SLC38A2 | 0.10 | 0.06 | blup | 30 | 0.05 | 8.3e-04 | -10.2 | 9.4 | 7.5e-21 | -0.91 | 0.01 | 0.93 | TRUE |
67 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ASB8 | 0.08 | 0.01 | blup | 69 | 0.04 | 3.9e-05 | 4.0 | 7.4 | 1.1e-13 | -0.03 | 0.13 | 0.76 | FALSE |
68 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ATF1 | 0.03 | 0.04 | lasso | 1 | 0.04 | 6.3e-05 | 6.0 | -6.0 | 2.1e-09 | 0.00 | 0.01 | 0.99 | FALSE |
69 | The Cancer Genome Atlas | Lung Adenocarcinoma | ASB8 | 0.03 | 0.00 | blup | 69 | 0.01 | 1.2e-02 | -5.6 | 5.3 | 1.1e-07 | -0.02 | 0.05 | 0.08 | FALSE |
70 | The Cancer Genome Atlas | Lung Adenocarcinoma | ZNF641 | 0.03 | 0.03 | lasso | 7 | 0.03 | 3.1e-04 | -7.4 | 7.6 | 2.4e-14 | -0.01 | 0.03 | 0.78 | FALSE |
71 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ZNF641 | 0.03 | 0.00 | blup | 50 | 0.01 | 2.6e-02 | -8.7 | 8.6 | 1.0e-17 | -0.02 | 0.00 | 0.84 | FALSE |
72 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ZNF641 | 0.06 | 0.03 | lasso | 3 | 0.03 | 3.3e-04 | -8.7 | 7.4 | 1.3e-13 | -0.01 | 0.00 | 0.98 | FALSE |
73 | The Cancer Genome Atlas | Soft Tissue Sarcoma | SLC38A2 | 0.06 | 0.01 | blup | 30 | 0.03 | 5.1e-03 | -10.1 | 9.0 | 2.2e-19 | -0.92 | 0.01 | 0.78 | FALSE |
74 | The Cancer Genome Atlas | Thyroid Carcinoma | C12orf62 | 0.06 | 0.02 | blup | 47 | 0.05 | 1.8e-05 | -3.0 | -5.4 | 5.6e-08 | -0.04 | 0.04 | 0.94 | FALSE |
75 | The Cancer Genome Atlas | Thyroid Carcinoma | ZNF641 | 0.11 | 0.12 | enet | 10 | 0.12 | 5.2e-12 | 5.0 | 6.0 | 2.6e-09 | 0.02 | 0.97 | 0.03 | FALSE |