Best TWAS P=3.51e-12 · Best GWAS P=1.45e-10 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 | AS3MT | 0.17 | 0.16 | lasso | 9 | 0.15 | 4.5e-18 | 6.0 | -6.5 | 9.3e-11 | -0.87 | 0.06 | 0.94 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | C10orf32 | 0.43 | 0.54 | bslmm | 348 | 0.54 | 2.2e-78 | 6.1 | -6.3 | 3.3e-10 | -0.91 | 0.05 | 0.95 | FALSE |
3 | GTEx | Adipose Subcutaneous | NT5C2 | 0.09 | 0.05 | lasso | 2 | 0.04 | 6.5e-04 | 6.0 | 6.0 | 2.1e-09 | 0.65 | 0.12 | 0.88 | FALSE |
4 | GTEx | Adipose Visceral Omentum | NT5C2 | 0.13 | 0.07 | enet | 12 | 0.08 | 5.0e-05 | 5.0 | 5.8 | 4.9e-09 | 0.49 | 0.18 | 0.80 | TRUE |
5 | GTEx | Adipose Visceral Omentum | WBP1L | 0.08 | 0.00 | enet | 13 | 0.01 | 8.1e-02 | 5.0 | 6.1 | 1.1e-09 | 0.63 | 0.09 | 0.39 | TRUE |
6 | GTEx | Artery Tibial | NT5C2 | 0.06 | 0.04 | lasso | 9 | 0.02 | 1.5e-02 | 6.0 | -6.1 | 1.3e-09 | -0.70 | 0.07 | 0.82 | FALSE |
7 | GTEx | Artery Tibial | WBP1L | 0.07 | 0.06 | lasso | 5 | 0.03 | 9.7e-04 | 5.9 | 6.3 | 2.5e-10 | 0.91 | 0.05 | 0.93 | FALSE |
8 | GTEx | Artery Tibial | CYP17A1-AS1 | 0.08 | 0.08 | lasso | 8 | 0.06 | 2.8e-05 | 6.0 | 6.1 | 9.5e-10 | 0.69 | 0.07 | 0.92 | FALSE |
9 | GTEx | Brain Cerebellar Hemisphere | NT5C2 | 0.15 | 0.10 | enet | 8 | 0.07 | 9.2e-03 | 5.7 | -6.4 | 2.0e-10 | -0.86 | 0.07 | 0.51 | FALSE |
10 | GTEx | Brain Cerebellum | NT5C2 | 0.23 | 0.15 | lasso | 4 | 0.09 | 1.4e-03 | 5.7 | -5.4 | 5.2e-08 | -0.80 | 0.16 | 0.46 | FALSE |
11 | GTEx | Brain Cerebellum | ARL3 | 0.20 | 0.09 | enet | 32 | 0.07 | 3.7e-03 | 5.3 | 5.8 | 7.3e-09 | 0.41 | 0.12 | 0.72 | FALSE |
12 | GTEx | Brain Cortex | CYP17A1-AS1 | 0.15 | 0.13 | lasso | 7 | 0.14 | 1.3e-04 | 5.3 | 6.0 | 1.6e-09 | 0.61 | 0.09 | 0.72 | FALSE |
13 | GTEx | Brain Hypothalamus | CYP17A1-AS1 | 0.34 | 0.10 | lasso | 10 | 0.05 | 2.6e-02 | 4.7 | 5.5 | 2.9e-08 | 0.57 | 0.07 | 0.54 | FALSE |
14 | GTEx | Brain Nucleus accumbens basal ganglia | CYP17A1-AS1 | 0.39 | 0.22 | lasso | 3 | 0.19 | 8.2e-06 | 5.2 | 5.5 | 3.2e-08 | 0.57 | 0.20 | 0.20 | FALSE |
15 | GTEx | Esophagus Mucosa | SUFU | 0.08 | 0.02 | enet | 18 | 0.01 | 4.2e-02 | -4.3 | -6.1 | 1.2e-09 | -0.47 | 0.56 | 0.25 | FALSE |
16 | GTEx | Esophagus Muscularis | SUFU | 0.07 | 0.04 | enet | 18 | 0.03 | 5.2e-03 | -3.5 | -6.1 | 9.3e-10 | -0.54 | 0.27 | 0.54 | FALSE |
17 | GTEx | Liver | ACTR1A | 0.15 | 0.00 | lasso | 10 | 0.00 | 4.6e-01 | -2.8 | -6.3 | 3.8e-10 | -0.53 | 0.05 | 0.34 | FALSE |
18 | GTEx | Lung | CYP17A1-AS1 | 0.06 | 0.08 | lasso | 3 | 0.06 | 1.6e-05 | 5.2 | 5.3 | 1.3e-07 | 0.56 | 0.42 | 0.46 | FALSE |
19 | GTEx | Muscle Skeletal | SFXN2 | 0.07 | 0.02 | lasso | 3 | 0.03 | 4.6e-04 | 5.9 | 5.9 | 4.1e-09 | 0.76 | 0.12 | 0.61 | FALSE |
20 | GTEx | Nerve Tibial | SFXN2 | 0.30 | 0.22 | lasso | 11 | 0.22 | 1.7e-15 | 4.7 | 5.1 | 2.9e-07 | 0.57 | 0.86 | 0.14 | FALSE |
21 | GTEx | Pancreas | CYP17A1-AS1 | 0.11 | 0.06 | lasso | 5 | 0.06 | 1.1e-03 | 6.0 | 5.5 | 4.6e-08 | 0.71 | 0.06 | 0.60 | FALSE |
22 | GTEx | Uterus | TMEM180 | 0.22 | 0.00 | enet | 23 | 0.00 | 2.6e-01 | -3.6 | -5.6 | 1.9e-08 | -0.37 | 0.06 | 0.15 | FALSE |
23 | METSIM | Adipose | ARL3 | 0.04 | 0.00 | bslmm | 364 | 0.01 | 1.4e-02 | 3.1 | 5.3 | 1.3e-07 | 0.19 | 0.15 | 0.09 | TRUE |
24 | METSIM | Adipose | AS3MT | 0.24 | 0.28 | lasso | 12 | 0.28 | 6.1e-43 | 6.1 | -6.2 | 4.8e-10 | -0.90 | 0.05 | 0.95 | FALSE |
25 | METSIM | Adipose | C10orf32 | 0.20 | 0.24 | lasso | 6 | 0.26 | 2.2e-38 | 6.1 | -5.5 | 4.5e-08 | -0.91 | 0.05 | 0.95 | FALSE |
26 | METSIM | Adipose | PDCD11 | 0.04 | 0.02 | bslmm | 367 | 0.02 | 9.4e-04 | -3.6 | 5.3 | 1.4e-07 | 0.44 | 0.20 | 0.12 | FALSE |
27 | NTR | Blood | AS3MT | 0.03 | 0.01 | bslmm | 351 | 0.02 | 4.4e-06 | 6.0 | -5.5 | 4.5e-08 | -0.77 | 0.06 | 0.93 | FALSE |
28 | NTR | Blood | C10orf32 | 0.02 | 0.03 | lasso | 6 | 0.02 | 1.7e-08 | 6.1 | -6.3 | 2.7e-10 | -0.93 | 0.06 | 0.94 | FALSE |
29 | ROSMAP | Brain Pre-frontal Cortex | AS3MT | 0.44 | 0.40 | enet | 15 | 0.45 | 2.1e-63 | 6.0 | -5.4 | 8.0e-08 | -0.86 | 0.06 | 0.94 | FALSE |
30 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | C10orf32 | 0.06 | 0.06 | blup | 54 | 0.08 | 1.2e-07 | 6.1 | -7.0 | 3.5e-12 | -0.94 | 0.02 | 0.98 | TRUE |
31 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C10orf32 | 0.12 | 0.14 | enet | 6 | 0.14 | 8.2e-27 | 6.1 | -6.0 | 2.1e-09 | -0.91 | 0.03 | 0.97 | FALSE |
32 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | C10orf32 | 0.16 | 0.06 | blup | 54 | 0.10 | 1.3e-05 | 6.1 | -6.1 | 1.3e-09 | -0.87 | 0.02 | 0.96 | TRUE |
33 | The Cancer Genome Atlas | Esophageal Carcinoma | C10orf32 | 0.19 | 0.25 | enet | 7 | 0.23 | 8.1e-08 | 6.1 | -6.2 | 7.0e-10 | -0.92 | 0.04 | 0.96 | FALSE |
34 | The Cancer Genome Atlas | Glioblastoma Multiforme | AS3MT | 0.15 | 0.05 | blup | 62 | 0.10 | 5.1e-04 | 6.1 | -5.5 | 4.7e-08 | -0.86 | 0.03 | 0.65 | TRUE |
35 | The Cancer Genome Atlas | Glioblastoma Multiforme | C10orf32 | 0.27 | 0.09 | lasso | 8 | 0.17 | 7.3e-06 | 5.6 | -6.4 | 1.3e-10 | -0.80 | 0.05 | 0.84 | FALSE |
36 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | AS3MT | 0.05 | 0.05 | blup | 62 | 0.06 | 1.1e-07 | 6.1 | -5.7 | 1.2e-08 | -0.86 | 0.04 | 0.96 | FALSE |
37 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C10orf32 | 0.18 | 0.16 | enet | 9 | 0.17 | 8.0e-19 | 6.1 | -5.9 | 4.7e-09 | -0.91 | 0.04 | 0.96 | FALSE |
38 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | AS3MT | 0.04 | 0.05 | enet | 3 | 0.04 | 8.6e-06 | 6.0 | -6.0 | 1.9e-09 | -0.75 | 0.04 | 0.95 | FALSE |
39 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C10orf32 | 0.21 | 0.21 | enet | 11 | 0.25 | 3.1e-28 | 6.0 | -6.4 | 1.6e-10 | -0.95 | 0.01 | 0.99 | FALSE |
40 | The Cancer Genome Atlas | Brain Lower Grade Glioma | AS3MT | 0.34 | 0.38 | lasso | 6 | 0.38 | 4.4e-46 | 6.1 | -6.3 | 2.7e-10 | -0.89 | 0.04 | 0.96 | FALSE |
41 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C10orf32 | 0.21 | 0.19 | lasso | 6 | 0.19 | 2.2e-21 | 6.1 | -6.1 | 1.1e-09 | -0.91 | 0.04 | 0.96 | FALSE |
42 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | C10orf32 | 0.08 | 0.07 | blup | 54 | 0.07 | 4.2e-04 | 6.0 | -6.5 | 8.8e-11 | -0.95 | 0.01 | 0.96 | FALSE |
43 | The Cancer Genome Atlas | Lung Adenocarcinoma | C10orf32 | 0.14 | 0.21 | enet | 12 | 0.21 | 5.0e-24 | 6.0 | -6.1 | 1.1e-09 | -0.92 | 0.04 | 0.96 | FALSE |
44 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C10orf32 | 0.11 | 0.16 | lasso | 4 | 0.15 | 1.4e-16 | 6.1 | -6.4 | 1.6e-10 | -0.94 | 0.03 | 0.97 | FALSE |
45 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | C10orf32 | 0.09 | 0.10 | lasso | 2 | 0.10 | 2.2e-07 | 6.1 | -6.1 | 1.4e-09 | -0.92 | 0.04 | 0.96 | FALSE |
46 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | AS3MT | 0.15 | 0.21 | lasso | 2 | 0.19 | 1.4e-08 | 6.0 | -6.0 | 2.2e-09 | -0.93 | 0.04 | 0.96 | TRUE |
47 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | C10orf32 | 0.36 | 0.32 | enet | 10 | 0.32 | 8.3e-14 | 6.1 | -5.7 | 1.1e-08 | -0.88 | 0.03 | 0.97 | FALSE |
48 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | AS3MT | 0.13 | 0.14 | blup | 62 | 0.13 | 5.6e-06 | 6.0 | -6.0 | 2.0e-09 | -0.80 | 0.05 | 0.95 | FALSE |
49 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | C10orf32 | 0.30 | 0.29 | lasso | 3 | 0.28 | 1.8e-11 | 6.0 | -5.9 | 3.3e-09 | -0.93 | 0.03 | 0.97 | FALSE |
50 | The Cancer Genome Atlas | Prostate Adenocarcinoma | AS3MT | 0.16 | 0.21 | lasso | 9 | 0.24 | 2.5e-24 | 6.0 | -5.8 | 5.4e-09 | -0.85 | 0.04 | 0.96 | FALSE |
51 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C10orf32 | 0.18 | 0.19 | lasso | 4 | 0.19 | 4.1e-19 | 6.1 | -6.3 | 3.0e-10 | -0.97 | 0.02 | 0.98 | FALSE |
52 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NT5C2 | 0.14 | 0.13 | lasso | 5 | 0.12 | 4.4e-12 | 5.6 | -5.2 | 2.6e-07 | -0.85 | 0.15 | 0.85 | FALSE |
53 | The Cancer Genome Atlas | Rectum Adenocarcinoma | C10orf32 | 0.17 | 0.14 | blup | 52 | 0.14 | 3.2e-04 | 6.0 | -6.7 | 1.7e-11 | -0.81 | 0.03 | 0.69 | TRUE |
54 | The Cancer Genome Atlas | Stomach Adenocarcinoma | C10orf32 | 0.19 | 0.21 | lasso | 2 | 0.20 | 1.8e-14 | 6.1 | -6.1 | 1.2e-09 | -0.92 | 0.03 | 0.97 | FALSE |
55 | The Cancer Genome Atlas | Thyroid Carcinoma | AS3MT | 0.23 | 0.18 | lasso | 3 | 0.18 | 1.8e-17 | 6.0 | -6.2 | 6.5e-10 | -0.79 | 0.04 | 0.96 | FALSE |
56 | The Cancer Genome Atlas | Thyroid Carcinoma | C10orf32 | 0.27 | 0.27 | enet | 13 | 0.29 | 1.3e-28 | 6.1 | -6.4 | 1.9e-10 | -0.95 | 0.03 | 0.97 | FALSE |
57 | The Cancer Genome Atlas | Thyroid Carcinoma | CYP17A1 | 0.04 | 0.02 | lasso | 1 | 0.02 | 3.9e-03 | 6.1 | -6.1 | 1.4e-09 | -0.74 | 0.02 | 0.74 | FALSE |