Best TWAS P=1.37e-14 · Best GWAS P=4.32e-13 conditioned to 0.589
# | 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 | ACTR1A | 0.03 | 0.01 | blup | 347 | 0.01 | 5.6e-02 | -5.00 | -5.5 | 3.1e-08 | 0.32 | 0.14 | 0.24 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | ARL3 | 0.03 | 0.03 | lasso | 6 | 0.03 | 1.8e-04 | 4.28 | -5.1 | 3.1e-07 | 0.04 | 0.90 | 0.02 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | AS3MT | 0.17 | 0.16 | lasso | 9 | 0.15 | 4.5e-18 | -6.67 | 7.1 | 1.6e-12 | -0.65 | 0.23 | 0.77 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | C10orf32 | 0.43 | 0.54 | bslmm | 348 | 0.54 | 2.2e-78 | -6.49 | 6.9 | 6.5e-12 | -0.67 | 0.30 | 0.70 | FALSE |
5 | CommonMind | Brain Pre-frontal Cortex | TMEM180 | 0.21 | 0.07 | lasso | 6 | 0.14 | 1.9e-16 | -3.99 | -5.3 | 1.0e-07 | 0.10 | 1.00 | 0.00 | FALSE |
6 | GTEx | Adipose Subcutaneous | NT5C2 | 0.09 | 0.05 | lasso | 2 | 0.04 | 6.5e-04 | -7.02 | -7.1 | 1.5e-12 | 0.97 | 0.03 | 0.97 | FALSE |
7 | GTEx | Adipose Subcutaneous | WBP1L | 0.05 | 0.00 | enet | 8 | 0.00 | 5.3e-01 | 4.77 | -5.8 | 7.4e-09 | 0.05 | 0.11 | 0.13 | FALSE |
8 | GTEx | Adipose Visceral Omentum | NT5C2 | 0.13 | 0.07 | enet | 12 | 0.08 | 5.0e-05 | -6.13 | -7.2 | 7.3e-13 | 0.84 | 0.04 | 0.95 | FALSE |
9 | GTEx | Adipose Visceral Omentum | WBP1L | 0.08 | 0.00 | enet | 13 | 0.01 | 8.1e-02 | -5.20 | -6.4 | 1.4e-10 | 0.29 | 0.10 | 0.34 | FALSE |
10 | GTEx | Artery Coronary | TMEM180 | 0.14 | 0.05 | enet | 13 | 0.04 | 2.4e-02 | 4.42 | 5.6 | 2.4e-08 | -0.18 | 0.20 | 0.26 | FALSE |
11 | GTEx | Artery Coronary | CYP17A1-AS1 | 0.20 | -0.01 | enet | 21 | 0.04 | 2.3e-02 | -0.48 | -6.1 | 1.1e-09 | 0.61 | 0.04 | 0.43 | FALSE |
12 | GTEx | Artery Tibial | NT5C2 | 0.06 | 0.04 | lasso | 9 | 0.02 | 1.5e-02 | -6.30 | 6.4 | 1.3e-10 | -0.52 | 0.16 | 0.57 | FALSE |
13 | GTEx | Artery Tibial | WBP1L | 0.07 | 0.06 | lasso | 5 | 0.03 | 9.7e-04 | -6.18 | -6.8 | 9.5e-12 | 0.62 | 0.06 | 0.92 | FALSE |
14 | GTEx | Artery Tibial | CYP17A1-AS1 | 0.08 | 0.08 | lasso | 8 | 0.06 | 2.8e-05 | -6.30 | -6.4 | 1.5e-10 | 0.53 | 0.35 | 0.59 | FALSE |
15 | GTEx | Brain Cerebellar Hemisphere | NT5C2 | 0.15 | 0.10 | enet | 8 | 0.07 | 9.2e-03 | -6.48 | 7.2 | 4.7e-13 | -0.78 | 0.07 | 0.52 | FALSE |
16 | GTEx | Brain Cerebellar Hemisphere | ARL3 | 0.15 | 0.02 | enet | 18 | 0.11 | 1.1e-03 | 5.65 | -5.8 | 8.1e-09 | 0.20 | 0.12 | 0.08 | FALSE |
17 | GTEx | Brain Cerebellum | NT5C2 | 0.23 | 0.15 | lasso | 4 | 0.09 | 1.4e-03 | -6.48 | 5.9 | 3.5e-09 | -0.52 | 0.16 | 0.46 | FALSE |
18 | GTEx | Brain Cerebellum | ARL3 | 0.20 | 0.09 | enet | 32 | 0.07 | 3.7e-03 | -5.33 | -6.8 | 8.9e-12 | 0.41 | 0.21 | 0.51 | FALSE |
19 | GTEx | Brain Cortex | CYP17A1-AS1 | 0.15 | 0.13 | lasso | 7 | 0.14 | 1.3e-04 | -5.33 | -6.8 | 7.4e-12 | 0.43 | 0.16 | 0.51 | FALSE |
20 | GTEx | Brain Hypothalamus | CYP17A1-AS1 | 0.34 | 0.10 | lasso | 10 | 0.05 | 2.6e-02 | -4.75 | -5.9 | 3.4e-09 | 0.36 | 0.10 | 0.37 | FALSE |
21 | GTEx | Brain Nucleus accumbens basal ganglia | CYP17A1-AS1 | 0.39 | 0.22 | lasso | 3 | 0.19 | 8.2e-06 | -5.25 | -5.5 | 3.8e-08 | 0.40 | 0.23 | 0.09 | FALSE |
22 | GTEx | Cells EBV-transformed lymphocytes | RP11-18I14.11 | 0.17 | 0.08 | lasso | 8 | 0.09 | 8.7e-04 | 4.82 | -5.8 | 7.7e-09 | 0.17 | 0.20 | 0.18 | FALSE |
23 | GTEx | Esophagus Mucosa | SUFU | 0.08 | 0.02 | enet | 18 | 0.01 | 4.2e-02 | 5.28 | 7.0 | 1.8e-12 | -0.27 | 0.59 | 0.21 | FALSE |
24 | GTEx | Esophagus Muscularis | SUFU | 0.07 | 0.04 | enet | 18 | 0.03 | 5.2e-03 | 4.43 | 7.6 | 4.1e-14 | -0.46 | 0.26 | 0.55 | FALSE |
25 | GTEx | Liver | ACTR1A | 0.15 | 0.00 | lasso | 10 | 0.00 | 4.6e-01 | 3.27 | 7.1 | 1.7e-12 | -0.52 | 0.06 | 0.26 | FALSE |
26 | GTEx | Liver | TMEM180 | 0.28 | 0.17 | enet | 36 | 0.17 | 1.7e-05 | 4.79 | 6.4 | 1.6e-10 | -0.29 | 0.68 | 0.15 | FALSE |
27 | GTEx | Lung | CYP17A1-AS1 | 0.06 | 0.08 | lasso | 3 | 0.06 | 1.6e-05 | -5.25 | -5.3 | 1.2e-07 | 0.40 | 0.74 | 0.07 | FALSE |
28 | GTEx | Muscle Skeletal | SFXN2 | 0.07 | 0.02 | lasso | 3 | 0.03 | 4.6e-04 | -6.18 | -6.2 | 6.9e-10 | 0.50 | 0.20 | 0.34 | FALSE |
29 | GTEx | Nerve Tibial | SFXN2 | 0.30 | 0.22 | lasso | 11 | 0.22 | 1.7e-15 | -4.94 | -5.4 | 7.7e-08 | 0.28 | 1.00 | 0.00 | FALSE |
30 | GTEx | Nerve Tibial | CYP17A1-AS1 | 0.14 | 0.08 | lasso | 6 | 0.06 | 7.2e-05 | -5.25 | -5.2 | 1.9e-07 | 0.35 | 0.58 | 0.09 | FALSE |
31 | GTEx | Pancreas | CYP17A1-AS1 | 0.11 | 0.06 | lasso | 5 | 0.06 | 1.1e-03 | -6.57 | -6.4 | 2.2e-10 | 0.31 | 0.09 | 0.38 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | ACTR1A | 0.08 | 0.06 | enet | 10 | 0.07 | 2.7e-06 | 5.07 | -5.6 | 1.6e-08 | 0.18 | 0.91 | 0.01 | FALSE |
33 | GTEx | Uterus | TMEM180 | 0.22 | 0.00 | enet | 23 | 0.00 | 2.6e-01 | 4.42 | 6.5 | 8.4e-11 | -0.31 | 0.06 | 0.15 | FALSE |
34 | METSIM | Adipose | ARL3 | 0.04 | 0.00 | bslmm | 364 | 0.01 | 1.4e-02 | -3.46 | -6.9 | 6.2e-12 | 0.37 | 0.13 | 0.18 | FALSE |
35 | METSIM | Adipose | AS3MT | 0.24 | 0.28 | lasso | 12 | 0.28 | 6.1e-43 | -6.70 | 6.8 | 1.1e-11 | -0.60 | 0.20 | 0.80 | FALSE |
36 | METSIM | Adipose | C10orf32 | 0.20 | 0.24 | lasso | 6 | 0.26 | 2.2e-38 | -6.70 | 6.0 | 2.1e-09 | -0.53 | 0.21 | 0.79 | FALSE |
37 | METSIM | Adipose | PDCD11 | 0.04 | 0.02 | bslmm | 367 | 0.02 | 9.4e-04 | 4.02 | -5.3 | 1.2e-07 | 0.37 | 0.21 | 0.08 | FALSE |
38 | NTR | Blood | ACTR1A | 0.03 | 0.03 | enet | 19 | 0.03 | 1.4e-09 | 4.43 | -5.5 | 5.0e-08 | 0.14 | 1.00 | 0.00 | FALSE |
39 | NTR | Blood | AS3MT | 0.03 | 0.01 | bslmm | 351 | 0.02 | 4.4e-06 | -6.67 | 5.6 | 2.1e-08 | -0.56 | 0.15 | 0.85 | FALSE |
40 | NTR | Blood | C10orf32 | 0.02 | 0.03 | lasso | 6 | 0.02 | 1.7e-08 | -6.70 | 7.1 | 1.5e-12 | -0.67 | 0.20 | 0.80 | FALSE |
41 | NTR | Blood | TRIM8 | 0.02 | 0.01 | enet | 11 | 0.01 | 2.1e-03 | 4.43 | -5.2 | 2.3e-07 | 0.11 | 0.78 | 0.01 | FALSE |
42 | ROSMAP | Brain Pre-frontal Cortex | AS3MT | 0.44 | 0.40 | enet | 15 | 0.45 | 2.1e-63 | -6.67 | 5.8 | 8.6e-09 | -0.48 | 0.26 | 0.74 | FALSE |
43 | YFS | Blood | TRIM8 | 0.04 | 0.04 | lasso | 6 | 0.05 | 1.2e-15 | 4.77 | -5.5 | 3.1e-08 | 0.11 | 1.00 | 0.00 | FALSE |
44 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | AS3MT | 0.06 | 0.09 | enet | 6 | 0.07 | 1.3e-06 | -6.57 | 5.3 | 9.9e-08 | -0.42 | 0.22 | 0.77 | FALSE |
45 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | C10orf32 | 0.06 | 0.06 | blup | 54 | 0.08 | 1.2e-07 | -6.49 | 7.7 | 1.4e-14 | -0.74 | 0.02 | 0.98 | TRUE |
46 | The Cancer Genome Atlas | Breast Invasive Carcinoma | AS3MT | 0.05 | 0.05 | enet | 10 | 0.05 | 4.7e-11 | -6.57 | 5.6 | 2.5e-08 | -0.40 | 0.23 | 0.77 | FALSE |
47 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C10orf32 | 0.12 | 0.14 | enet | 6 | 0.14 | 8.2e-27 | -6.49 | 6.6 | 5.7e-11 | -0.67 | 0.14 | 0.86 | FALSE |
48 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | C10orf32 | 0.16 | 0.06 | blup | 54 | 0.10 | 1.3e-05 | -6.49 | 6.9 | 6.8e-12 | -0.43 | 0.02 | 0.96 | FALSE |
49 | The Cancer Genome Atlas | Colon Adenocarcinoma | C10orf32 | 0.34 | 0.25 | blup | 54 | 0.32 | 1.1e-18 | -6.49 | 5.7 | 9.4e-09 | -0.47 | 0.15 | 0.85 | FALSE |
50 | The Cancer Genome Atlas | Colon Adenocarcinoma | TMEM180 | 0.04 | 0.02 | enet | 9 | 0.05 | 4.2e-04 | -5.11 | -6.5 | 7.8e-11 | 0.23 | 0.02 | 0.72 | FALSE |
51 | The Cancer Genome Atlas | Esophageal Carcinoma | C10orf32 | 0.19 | 0.25 | enet | 7 | 0.23 | 8.1e-08 | -6.70 | 6.7 | 1.7e-11 | -0.66 | 0.06 | 0.94 | FALSE |
52 | The Cancer Genome Atlas | Glioblastoma Multiforme | AS3MT | 0.15 | 0.05 | blup | 62 | 0.10 | 5.1e-04 | -6.49 | 5.8 | 6.7e-09 | -0.42 | 0.05 | 0.45 | FALSE |
53 | The Cancer Genome Atlas | Glioblastoma Multiforme | C10orf32 | 0.27 | 0.09 | lasso | 8 | 0.17 | 7.3e-06 | -5.89 | 7.0 | 3.5e-12 | -0.57 | 0.08 | 0.71 | FALSE |
54 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | AS3MT | 0.05 | 0.05 | blup | 62 | 0.06 | 1.1e-07 | -6.42 | 6.0 | 2.2e-09 | -0.43 | 0.15 | 0.85 | FALSE |
55 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C10orf32 | 0.18 | 0.16 | enet | 9 | 0.17 | 8.0e-19 | -6.49 | 6.4 | 1.4e-10 | -0.60 | 0.11 | 0.89 | FALSE |
56 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TMEM180 | 0.03 | 0.03 | blup | 52 | 0.04 | 3.9e-05 | 4.75 | -6.2 | 6.0e-10 | 0.11 | 0.03 | 0.95 | FALSE |
57 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | AS3MT | 0.04 | 0.05 | enet | 3 | 0.04 | 8.6e-06 | -6.57 | 6.6 | 5.3e-11 | -0.57 | 0.15 | 0.82 | FALSE |
58 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C10orf32 | 0.21 | 0.21 | enet | 11 | 0.25 | 3.1e-28 | -6.67 | 7.1 | 9.7e-13 | -0.59 | 0.01 | 0.99 | FALSE |
59 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | C10orf32 | 0.36 | 0.21 | blup | 54 | 0.23 | 1.6e-13 | -6.49 | 5.7 | 1.1e-08 | -0.53 | 0.03 | 0.97 | FALSE |
60 | The Cancer Genome Atlas | Brain Lower Grade Glioma | AS3MT | 0.34 | 0.38 | lasso | 6 | 0.38 | 4.4e-46 | -6.49 | 6.8 | 1.1e-11 | -0.63 | 0.24 | 0.76 | FALSE |
61 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C10orf32 | 0.21 | 0.19 | lasso | 6 | 0.19 | 2.2e-21 | -6.70 | 6.8 | 1.2e-11 | -0.66 | 0.09 | 0.91 | FALSE |
62 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | C10orf32 | 0.08 | 0.07 | blup | 54 | 0.07 | 4.2e-04 | -6.67 | 7.3 | 2.8e-13 | -0.71 | 0.01 | 0.98 | FALSE |
63 | The Cancer Genome Atlas | Lung Adenocarcinoma | C10orf32 | 0.14 | 0.21 | enet | 12 | 0.21 | 5.0e-24 | -6.67 | 6.8 | 7.6e-12 | -0.60 | 0.09 | 0.91 | FALSE |
64 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C10orf32 | 0.11 | 0.16 | lasso | 4 | 0.15 | 1.4e-16 | -6.49 | 6.9 | 4.6e-12 | -0.66 | 0.06 | 0.94 | FALSE |
65 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | C10orf32 | 0.09 | 0.10 | lasso | 2 | 0.10 | 2.2e-07 | -6.49 | 6.5 | 8.3e-11 | -0.66 | 0.10 | 0.89 | FALSE |
66 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | SUFU | 0.03 | 0.02 | blup | 90 | 0.02 | 1.5e-02 | 5.05 | 5.4 | 8.7e-08 | -0.08 | 0.06 | 0.50 | FALSE |
67 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | AS3MT | 0.15 | 0.21 | lasso | 2 | 0.19 | 1.4e-08 | -6.67 | 6.7 | 2.5e-11 | -0.68 | 0.09 | 0.91 | FALSE |
68 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | C10orf32 | 0.36 | 0.32 | enet | 10 | 0.32 | 8.3e-14 | -6.49 | 6.4 | 2.0e-10 | -0.69 | 0.09 | 0.91 | FALSE |
69 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | TMEM180 | 0.13 | 0.03 | blup | 52 | 0.02 | 5.7e-02 | -4.00 | -5.8 | 5.4e-09 | 0.21 | 0.02 | 0.19 | TRUE |
70 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | AS3MT | 0.13 | 0.14 | blup | 62 | 0.13 | 5.6e-06 | -6.30 | 6.4 | 1.7e-10 | -0.51 | 0.27 | 0.71 | FALSE |
71 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | C10orf32 | 0.30 | 0.29 | lasso | 3 | 0.28 | 1.8e-11 | -6.67 | 6.5 | 7.7e-11 | -0.64 | 0.07 | 0.93 | FALSE |
72 | The Cancer Genome Atlas | Prostate Adenocarcinoma | AS3MT | 0.16 | 0.21 | lasso | 9 | 0.24 | 2.5e-24 | -6.53 | 6.2 | 4.4e-10 | -0.50 | 0.20 | 0.80 | FALSE |
73 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C10orf32 | 0.18 | 0.19 | lasso | 4 | 0.19 | 4.1e-19 | -6.49 | 6.9 | 4.6e-12 | -0.67 | 0.02 | 0.98 | FALSE |
74 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NT5C2 | 0.14 | 0.13 | lasso | 5 | 0.12 | 4.4e-12 | -6.61 | 6.1 | 1.1e-09 | -0.51 | 0.11 | 0.89 | FALSE |
75 | The Cancer Genome Atlas | Rectum Adenocarcinoma | C10orf32 | 0.17 | 0.14 | blup | 52 | 0.14 | 3.2e-04 | -6.30 | 7.3 | 2.6e-13 | -0.64 | 0.04 | 0.54 | FALSE |
76 | The Cancer Genome Atlas | Soft Tissue Sarcoma | C10orf32 | 0.07 | 0.03 | blup | 52 | 0.03 | 6.4e-03 | -6.49 | 5.5 | 4.6e-08 | -0.48 | 0.01 | 0.88 | FALSE |
77 | The Cancer Genome Atlas | Stomach Adenocarcinoma | C10orf32 | 0.19 | 0.21 | lasso | 2 | 0.20 | 1.8e-14 | -6.49 | 6.6 | 4.1e-11 | -0.67 | 0.09 | 0.91 | FALSE |
78 | The Cancer Genome Atlas | Thyroid Carcinoma | AS3MT | 0.23 | 0.18 | lasso | 3 | 0.18 | 1.8e-17 | -6.53 | 6.7 | 1.8e-11 | -0.60 | 0.24 | 0.76 | FALSE |
79 | The Cancer Genome Atlas | Thyroid Carcinoma | C10orf32 | 0.27 | 0.27 | enet | 13 | 0.29 | 1.3e-28 | -6.49 | 7.2 | 4.3e-13 | -0.67 | 0.06 | 0.94 | FALSE |
80 | The Cancer Genome Atlas | Thyroid Carcinoma | CYP17A1 | 0.04 | 0.02 | lasso | 1 | 0.02 | 3.9e-03 | -6.42 | 6.4 | 1.4e-10 | -0.49 | 0.06 | 0.34 | FALSE |