Best TWAS P=1.53e-24 · Best GWAS P=1.35e-73 conditioned to 2.86e-83
# | 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 | C12orf60 | 0.28 | 0.25 | lasso | 4 | 0.24 | 2.0e-29 | 9.2 | 9.7 | 4.1e-22 | -0.04 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | DUSP16 | 0.09 | 0.01 | bslmm | 553 | 0.02 | 6.7e-04 | 4.6 | 7.6 | 2.8e-14 | 0.04 | 0.45 | 0.02 | TRUE |
3 | CommonMind | Brain Pre-frontal Cortex | LOH12CR1 | 0.17 | 0.12 | enet | 39 | 0.12 | 1.5e-14 | 3.7 | 5.8 | 5.4e-09 | 0.04 | 1.00 | 0.00 | TRUE |
4 | CommonMind | Brain Pre-frontal Cortex | PLBD1 | 0.05 | 0.00 | bslmm | 365 | 0.01 | 4.9e-02 | -2.1 | 5.3 | 1.2e-07 | -0.01 | 0.04 | 0.06 | FALSE |
5 | GTEx | Adipose Subcutaneous | KIAA1467 | 0.21 | 0.07 | enet | 17 | 0.06 | 1.5e-05 | -6.9 | -7.7 | 1.5e-14 | 0.04 | 0.98 | 0.00 | FALSE |
6 | GTEx | Adipose Visceral Omentum | WBP11 | 0.15 | 0.11 | lasso | 4 | 0.12 | 8.7e-07 | -8.1 | 9.6 | 6.9e-22 | -0.05 | 0.26 | 0.25 | FALSE |
7 | GTEx | Artery Aorta | KIAA1467 | 0.31 | 0.03 | enet | 27 | 0.08 | 5.3e-05 | -6.2 | -7.2 | 4.5e-13 | 0.04 | 0.89 | 0.00 | FALSE |
8 | GTEx | Artery Aorta | C12orf60 | 0.16 | 0.10 | lasso | 6 | 0.13 | 1.4e-07 | 5.7 | 6.5 | 9.4e-11 | -0.01 | 0.94 | 0.00 | FALSE |
9 | GTEx | Artery Tibial | KIAA1467 | 0.21 | 0.12 | lasso | 4 | 0.15 | 5.3e-12 | -6.7 | -7.4 | 1.9e-13 | 0.05 | 1.00 | 0.00 | FALSE |
10 | GTEx | Artery Tibial | WBP11 | 0.09 | 0.06 | lasso | 2 | 0.06 | 3.8e-05 | -8.4 | 9.1 | 1.2e-19 | -0.06 | 0.93 | 0.00 | FALSE |
11 | GTEx | Artery Tibial | HTR7P1 | 0.10 | 0.02 | enet | 15 | 0.03 | 1.6e-03 | -4.0 | -5.5 | 3.1e-08 | 0.02 | 0.33 | 0.03 | FALSE |
12 | GTEx | Brain Caudate basal ganglia | C12orf60 | 0.39 | 0.34 | lasso | 3 | 0.32 | 5.4e-10 | 9.2 | 9.1 | 5.8e-20 | -0.03 | 0.97 | 0.00 | FALSE |
13 | GTEx | Brain Cerebellar Hemisphere | C12orf60 | 0.36 | 0.27 | lasso | 5 | 0.33 | 3.8e-09 | 9.2 | 7.9 | 2.8e-15 | -0.02 | 0.88 | 0.01 | FALSE |
14 | GTEx | Brain Cerebellum | C12orf60 | 0.19 | 0.17 | lasso | 3 | 0.13 | 1.2e-04 | 9.2 | 8.3 | 7.0e-17 | -0.01 | 0.18 | 0.05 | FALSE |
15 | GTEx | Brain Cortex | C12orf60 | 0.44 | 0.28 | lasso | 3 | 0.29 | 1.2e-08 | 9.1 | 9.7 | 3.2e-22 | -0.02 | 0.79 | 0.02 | FALSE |
16 | GTEx | Brain Cortex | RP11-695J4.2 | 0.41 | 0.04 | lasso | 14 | 0.09 | 1.7e-03 | 3.6 | 9.2 | 4.4e-20 | -0.05 | 0.05 | 0.08 | FALSE |
17 | GTEx | Brain Hypothalamus | C12orf60 | 0.28 | 0.27 | lasso | 4 | 0.19 | 3.8e-05 | 9.2 | 8.9 | 4.5e-19 | -0.03 | 0.25 | 0.05 | FALSE |
18 | GTEx | Brain Nucleus accumbens basal ganglia | RP11-174G6.5 | 0.23 | 0.13 | lasso | 4 | 0.11 | 8.9e-04 | -9.0 | 8.6 | 1.1e-17 | -0.02 | 0.21 | 0.10 | FALSE |
19 | GTEx | Brain Putamen basal ganglia | C12orf60 | 0.33 | 0.32 | lasso | 3 | 0.29 | 1.5e-07 | 9.2 | 9.3 | 1.5e-20 | -0.02 | 0.41 | 0.04 | FALSE |
20 | GTEx | Breast Mammary Tissue | MGP | 0.24 | -0.01 | lasso | 6 | -0.01 | 8.1e-01 | 1.6 | 6.8 | 1.2e-11 | -0.08 | 0.04 | 0.15 | FALSE |
21 | GTEx | Breast Mammary Tissue | HTR7P1 | 0.19 | 0.10 | lasso | 3 | 0.12 | 1.2e-06 | -6.6 | -6.6 | 5.1e-11 | 0.02 | 0.31 | 0.04 | FALSE |
22 | GTEx | Breast Mammary Tissue (Male) | KIAA1467 | 0.21 | 0.02 | lasso | 7 | 0.00 | 3.3e-01 | -6.8 | 7.8 | 6.9e-15 | -0.06 | 0.07 | 0.05 | FALSE |
23 | GTEx | Breast Mammary Tissue (Female) | MGP | 0.27 | 0.03 | lasso | 6 | 0.06 | 5.5e-03 | 5.2 | 5.2 | 1.6e-07 | -0.05 | 0.06 | 0.07 | FALSE |
24 | GTEx | Breast Mammary Tissue (Female) | C12orf60 | 0.19 | 0.17 | lasso | 3 | 0.12 | 2.6e-04 | 9.2 | 9.2 | 2.4e-20 | -0.02 | 0.16 | 0.08 | FALSE |
25 | GTEx | Cells Transformed fibroblasts | HEBP1 | 0.19 | 0.13 | lasso | 5 | 0.13 | 5.5e-10 | -5.7 | 6.2 | 6.2e-10 | -0.01 | 1.00 | 0.00 | FALSE |
26 | GTEx | Cells Transformed fibroblasts | LRP6 | 0.27 | 0.15 | enet | 16 | 0.20 | 5.5e-15 | 4.4 | 6.2 | 5.2e-10 | -0.03 | 1.00 | 0.00 | TRUE |
27 | GTEx | Cells Transformed fibroblasts | KIAA1467 | 0.21 | 0.09 | lasso | 7 | 0.18 | 1.3e-13 | -6.7 | -8.1 | 4.1e-16 | 0.05 | 1.00 | 0.00 | TRUE |
28 | GTEx | Cells Transformed fibroblasts | C12orf60 | 0.10 | 0.10 | lasso | 2 | 0.09 | 1.8e-07 | 9.3 | 9.6 | 5.4e-22 | -0.03 | 1.00 | 0.00 | FALSE |
29 | GTEx | Cells Transformed fibroblasts | HTR7P1 | 0.45 | 0.33 | enet | 29 | 0.40 | 2.2e-31 | -6.6 | 5.6 | 2.2e-08 | -0.02 | 1.00 | 0.00 | FALSE |
30 | GTEx | Colon Sigmoid | HEBP1 | 0.19 | 0.07 | enet | 34 | 0.13 | 2.6e-05 | -6.6 | -6.6 | 3.9e-11 | -0.01 | 0.36 | 0.08 | FALSE |
31 | GTEx | Colon Transverse | HEBP1 | 0.35 | 0.31 | lasso | 6 | 0.32 | 1.2e-15 | -6.2 | -6.1 | 9.4e-10 | 0.01 | 1.00 | 0.00 | FALSE |
32 | GTEx | Esophagus Muscularis | HEBP1 | 0.26 | 0.16 | enet | 32 | 0.20 | 1.7e-12 | -5.7 | -6.4 | 1.3e-10 | 0.00 | 1.00 | 0.00 | FALSE |
33 | GTEx | Heart Left Ventricle | KIAA1467 | 0.45 | 0.21 | lasso | 6 | 0.23 | 1.1e-12 | -6.7 | -7.1 | 1.3e-12 | 0.04 | 1.00 | 0.00 | FALSE |
34 | GTEx | Heart Left Ventricle | C12orf60 | 0.24 | 0.23 | lasso | 5 | 0.26 | 7.1e-14 | 9.2 | 9.3 | 1.2e-20 | -0.04 | 1.00 | 0.00 | FALSE |
35 | GTEx | Heart Left Ventricle | H2AFJ | 0.16 | 0.07 | lasso | 8 | 0.05 | 1.1e-03 | -6.8 | -6.7 | 2.4e-11 | 0.06 | 0.90 | 0.00 | FALSE |
36 | GTEx | Liver | H2AFJ | 0.18 | 0.11 | lasso | 8 | 0.04 | 2.7e-02 | -6.8 | -6.5 | 6.7e-11 | 0.05 | 0.15 | 0.05 | FALSE |
37 | GTEx | Lung | KIAA1467 | 0.15 | 0.06 | lasso | 5 | 0.08 | 8.6e-07 | -5.5 | -7.8 | 6.1e-15 | 0.02 | 0.81 | 0.02 | FALSE |
38 | GTEx | Muscle Skeletal | WBP11 | 0.08 | 0.08 | lasso | 5 | 0.08 | 2.4e-08 | -8.1 | 8.6 | 7.3e-18 | -0.07 | 0.98 | 0.00 | FALSE |
39 | GTEx | Muscle Skeletal | C12orf60 | 0.23 | 0.10 | lasso | 4 | 0.12 | 1.1e-11 | 9.2 | 9.8 | 8.0e-23 | -0.01 | 1.00 | 0.00 | FALSE |
40 | GTEx | Nerve Tibial | KIAA1467 | 0.14 | 0.07 | enet | 14 | 0.06 | 2.3e-05 | -6.8 | -7.7 | 1.6e-14 | 0.04 | 1.00 | 0.00 | FALSE |
41 | GTEx | Nerve Tibial | WBP11 | 0.11 | 0.10 | lasso | 3 | 0.09 | 1.0e-06 | -8.4 | 7.7 | 1.7e-14 | -0.07 | 0.96 | 0.00 | FALSE |
42 | GTEx | Nerve Tibial | C12orf60 | 0.39 | 0.27 | enet | 11 | 0.30 | 9.6e-22 | 9.2 | 9.4 | 4.3e-21 | -0.03 | 1.00 | 0.00 | FALSE |
43 | GTEx | Skin Not Sun Exposed Suprapubic | C12orf60 | 0.15 | 0.16 | lasso | 2 | 0.13 | 1.6e-07 | 9.1 | 9.5 | 1.8e-21 | -0.03 | 0.98 | 0.00 | FALSE |
44 | GTEx | Skin Sun Exposed Lower leg | KIAA1467 | 0.18 | 0.10 | lasso | 4 | 0.08 | 4.4e-07 | -6.8 | 5.7 | 1.0e-08 | -0.04 | 1.00 | 0.00 | FALSE |
45 | GTEx | Skin Sun Exposed Lower leg | C12orf60 | 0.09 | 0.06 | enet | 11 | 0.05 | 4.0e-05 | 9.2 | 10.0 | 2.2e-23 | -0.06 | 0.94 | 0.00 | FALSE |
46 | GTEx | Stomach | KIAA1467 | 0.30 | 0.12 | lasso | 11 | 0.12 | 2.8e-06 | -6.8 | -8.0 | 1.0e-15 | 0.04 | 0.95 | 0.00 | FALSE |
47 | GTEx | Testis | KIAA1467 | 0.25 | 0.11 | lasso | 9 | 0.08 | 2.4e-04 | -6.8 | -6.9 | 6.7e-12 | 0.04 | 0.84 | 0.02 | FALSE |
48 | GTEx | Thyroid | KIAA1467 | 0.15 | 0.03 | enet | 17 | 0.08 | 8.4e-07 | -6.1 | -7.7 | 1.5e-14 | 0.05 | 0.99 | 0.00 | FALSE |
49 | GTEx | Thyroid | C12orf60 | 0.16 | 0.10 | enet | 9 | 0.12 | 8.1e-10 | 9.3 | 9.4 | 7.6e-21 | -0.02 | 1.00 | 0.00 | FALSE |
50 | GTEx | Thyroid | HTR7P1 | 0.14 | 0.14 | enet | 9 | 0.15 | 8.4e-12 | -6.6 | 6.3 | 3.2e-10 | -0.02 | 1.00 | 0.00 | FALSE |
51 | METSIM | Adipose | C12orf60 | 0.14 | 0.10 | lasso | 4 | 0.08 | 1.2e-12 | 9.2 | 9.2 | 4.0e-20 | -0.03 | 1.00 | 0.00 | FALSE |
52 | METSIM | Adipose | HEBP1 | 0.05 | 0.03 | lasso | 13 | 0.03 | 9.2e-05 | -6.5 | 6.6 | 3.2e-11 | -0.02 | 0.99 | 0.00 | FALSE |
53 | METSIM | Adipose | MGP | 0.04 | 0.04 | bslmm | 359 | 0.04 | 6.2e-07 | -4.5 | 7.2 | 5.9e-13 | -0.01 | 1.00 | 0.00 | FALSE |
54 | NTR | Blood | HEBP1 | 0.13 | 0.17 | lasso | 3 | 0.16 | 5.6e-51 | -5.7 | 5.9 | 4.1e-09 | 0.00 | 1.00 | 0.00 | FALSE |
55 | NTR | Blood | LOH12CR1 | 0.06 | 0.02 | bslmm | 590 | 0.02 | 1.4e-07 | 5.3 | 7.0 | 2.6e-12 | 0.02 | 1.00 | 0.00 | FALSE |
56 | NTR | Blood | PLBD1 | 0.09 | 0.08 | enet | 22 | 0.11 | 1.8e-33 | -9.6 | 8.9 | 4.5e-19 | -0.04 | 0.25 | 0.75 | TRUE |
57 | ROSMAP | Brain Pre-frontal Cortex | HEBP1 | 0.10 | 0.09 | lasso | 3 | 0.09 | 2.2e-11 | -6.5 | -6.5 | 8.9e-11 | 0.02 | 1.00 | 0.00 | FALSE |
58 | ROSMAP | Brain Pre-frontal Cortex | WBP11 | 0.10 | 0.05 | lasso | 4 | 0.06 | 1.2e-08 | -8.4 | 9.5 | 2.2e-21 | -0.09 | 1.00 | 0.00 | FALSE |
59 | ROSMAP | Brain Pre-frontal Cortex | C12orf60 | 0.26 | 0.29 | lasso | 5 | 0.29 | 1.9e-37 | 9.1 | 9.1 | 1.0e-19 | -0.02 | 1.00 | 0.00 | FALSE |
60 | YFS | Blood | CDKN1B | 0.03 | 0.03 | enet | 15 | 0.03 | 2.1e-10 | -9.9 | 7.2 | 6.3e-13 | 0.03 | 1.00 | 0.00 | TRUE |
61 | YFS | Blood | H2AFJ | 0.05 | 0.02 | bslmm | 360 | 0.03 | 2.9e-10 | -6.8 | -8.7 | 2.4e-18 | 0.06 | 1.00 | 0.00 | FALSE |
62 | YFS | Blood | HEBP1 | 0.34 | 0.49 | enet | 48 | 0.49 | 9.8e-188 | -5.7 | 6.3 | 3.2e-10 | -0.01 | 1.00 | 0.00 | FALSE |
63 | YFS | Blood | KIAA1467 | 0.04 | 0.01 | enet | 21 | 0.03 | 1.7e-09 | -6.3 | -6.8 | 9.8e-12 | 0.04 | 0.98 | 0.00 | FALSE |
64 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | C12orf60 | 0.17 | 0.03 | blup | 56 | 0.07 | 2.9e-06 | 9.3 | 8.4 | 3.0e-17 | -0.06 | 0.00 | 0.99 | FALSE |
65 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | HTR7P1 | 0.10 | 0.03 | blup | 62 | 0.05 | 3.2e-05 | -6.6 | 5.7 | 1.4e-08 | -0.03 | 0.07 | 0.87 | FALSE |
66 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C12orf60 | 0.05 | 0.04 | enet | 4 | 0.04 | 7.3e-09 | 9.1 | 8.6 | 7.3e-18 | -0.02 | 0.01 | 0.99 | FALSE |
67 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HEBP1 | 0.03 | 0.02 | lasso | 3 | 0.01 | 1.8e-03 | -6.8 | 7.1 | 1.0e-12 | -0.05 | 0.00 | 0.99 | FALSE |
68 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HTR7P1 | 0.07 | 0.03 | blup | 62 | 0.06 | 2.8e-12 | -6.6 | 7.7 | 1.0e-14 | -0.02 | 0.06 | 0.94 | FALSE |
69 | The Cancer Genome Atlas | Breast Invasive Carcinoma | KIAA1467 | 0.02 | 0.01 | blup | 51 | 0.01 | 2.3e-02 | -6.9 | 5.2 | 1.6e-07 | -0.06 | 0.01 | 0.97 | FALSE |
70 | The Cancer Genome Atlas | Colon Adenocarcinoma | HEBP1 | 0.19 | 0.21 | blup | 67 | 0.22 | 1.1e-12 | -6.1 | -6.7 | 2.1e-11 | 0.01 | 0.14 | 0.86 | FALSE |
71 | The Cancer Genome Atlas | Glioblastoma Multiforme | C12orf60 | 0.24 | 0.09 | enet | 11 | 0.13 | 1.2e-04 | 9.1 | 8.3 | 9.1e-17 | -0.05 | 0.01 | 0.82 | FALSE |
72 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C12orf60 | 0.10 | 0.04 | enet | 7 | 0.05 | 2.0e-06 | -7.5 | 8.0 | 1.3e-15 | -0.04 | 0.02 | 0.96 | FALSE |
73 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C12orf60 | 0.07 | 0.08 | lasso | 3 | 0.07 | 1.1e-08 | 9.1 | 8.9 | 8.0e-19 | -0.02 | 0.01 | 0.99 | FALSE |
74 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GPR19 | 0.07 | 0.04 | enet | 14 | 0.04 | 4.1e-05 | -5.8 | -5.6 | 2.5e-08 | 0.02 | 0.10 | 0.58 | FALSE |
75 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | C12orf60 | 0.12 | 0.07 | enet | 8 | 0.07 | 5.4e-05 | 9.1 | 9.8 | 1.3e-22 | -0.06 | 0.01 | 0.97 | FALSE |
76 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C12orf60 | 0.14 | 0.14 | lasso | 4 | 0.13 | 2.2e-14 | 9.1 | 9.4 | 4.7e-21 | -0.03 | 0.01 | 0.99 | FALSE |
77 | The Cancer Genome Atlas | Brain Lower Grade Glioma | WBP11 | 0.03 | 0.03 | blup | 57 | 0.02 | 2.3e-03 | -6.8 | 7.2 | 6.8e-13 | -0.07 | 0.12 | 0.16 | FALSE |
78 | The Cancer Genome Atlas | Lung Adenocarcinoma | C12orf60 | 0.07 | 0.05 | enet | 7 | 0.05 | 1.5e-06 | 9.1 | 9.1 | 5.9e-20 | -0.05 | 0.01 | 0.99 | FALSE |
79 | The Cancer Genome Atlas | Lung Adenocarcinoma | GPR19 | 0.06 | 0.00 | blup | 65 | 0.01 | 8.6e-03 | -12.2 | -6.4 | 1.9e-10 | 0.04 | 0.00 | 0.97 | TRUE |
80 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C12orf60 | 0.05 | 0.05 | lasso | 3 | 0.04 | 1.1e-05 | 9.1 | 9.3 | 1.7e-20 | -0.04 | 0.01 | 0.99 | FALSE |
81 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | HTR7P1 | 0.03 | 0.04 | lasso | 1 | 0.03 | 1.4e-04 | -6.5 | 6.5 | 5.8e-11 | -0.02 | 0.07 | 0.88 | FALSE |
82 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | KIAA1467 | 0.03 | 0.01 | blup | 51 | 0.01 | 7.6e-03 | -2.5 | 5.6 | 2.2e-08 | -0.07 | 0.01 | 0.83 | FALSE |
83 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | C12orf60 | 0.10 | 0.01 | blup | 56 | 0.07 | 1.6e-05 | 9.3 | 7.4 | 1.1e-13 | -0.04 | 0.01 | 0.90 | FALSE |
84 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C12orf60 | 0.05 | 0.03 | lasso | 1 | 0.01 | 1.2e-02 | 9.2 | 9.2 | 4.7e-20 | -0.02 | 0.01 | 0.92 | FALSE |
85 | The Cancer Genome Atlas | Prostate Adenocarcinoma | KIAA1467 | 0.03 | 0.02 | blup | 49 | 0.01 | 3.9e-02 | -6.6 | -7.3 | 3.9e-13 | 0.03 | 0.03 | 0.34 | FALSE |
86 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | HEBP1 | 0.17 | 0.08 | blup | 68 | 0.09 | 3.6e-04 | -5.9 | -7.2 | 7.7e-13 | 0.03 | 0.08 | 0.53 | FALSE |
87 | The Cancer Genome Atlas | Thyroid Carcinoma | C12orf60 | 0.16 | 0.16 | enet | 10 | 0.18 | 1.3e-17 | 9.1 | 10.2 | 1.5e-24 | -0.05 | 0.01 | 0.99 | TRUE |
88 | The Cancer Genome Atlas | Thyroid Carcinoma | HTR7P1 | 0.16 | 0.04 | enet | 5 | 0.09 | 1.1e-08 | -3.7 | 5.6 | 1.8e-08 | 0.01 | 0.38 | 0.62 | FALSE |