Best TWAS P=1.09e-14 · Best GWAS P=4.47e-15 conditioned to 0.065
# | 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 | MPI | 0.13 | 0.11 | blup | 277 | 0.14 | 1.6e-16 | 6.6 | -6.0 | 1.7e-09 | -0.56 | 0.99 | 0.01 | FALSE |
2 | GTEx | Adipose Subcutaneous | ULK3 | 0.22 | 0.10 | enet | 19 | 0.12 | 2.9e-10 | 7.5 | 6.1 | 9.7e-10 | 0.73 | 0.05 | 0.95 | FALSE |
3 | GTEx | Adipose Subcutaneous | FAM219B | 0.07 | 0.01 | lasso | 6 | 0.02 | 1.4e-02 | 5.2 | -6.0 | 2.3e-09 | -0.65 | 0.32 | 0.25 | FALSE |
4 | GTEx | Adipose Subcutaneous | CTD-2235H24.2 | 0.09 | 0.01 | lasso | 13 | 0.01 | 1.2e-01 | 7.0 | -6.4 | 1.8e-10 | -0.71 | 0.28 | 0.25 | FALSE |
5 | GTEx | Adipose Visceral Omentum | ULK3 | 0.13 | 0.12 | enet | 8 | 0.11 | 3.3e-06 | 7.5 | 7.4 | 1.1e-13 | 0.88 | 0.04 | 0.96 | FALSE |
6 | GTEx | Artery Tibial | ULK3 | 0.06 | 0.04 | enet | 12 | 0.03 | 1.7e-03 | 7.6 | 6.8 | 7.8e-12 | 0.81 | 0.05 | 0.82 | FALSE |
7 | GTEx | Brain Caudate basal ganglia | MPI | 0.23 | 0.25 | lasso | 4 | 0.23 | 3.1e-07 | 6.7 | -6.8 | 1.4e-11 | -0.78 | 0.13 | 0.84 | FALSE |
8 | GTEx | Brain Cerebellum | MPI | 0.14 | 0.09 | enet | 13 | 0.09 | 9.7e-04 | -2.6 | -5.2 | 1.8e-07 | -0.68 | 0.12 | 0.72 | FALSE |
9 | GTEx | Brain Frontal Cortex BA9 | MPI | 0.29 | 0.12 | lasso | 10 | 0.19 | 9.7e-06 | 6.4 | -7.2 | 4.5e-13 | -0.79 | 0.11 | 0.86 | FALSE |
10 | GTEx | Brain Hippocampus | MPI | 0.13 | 0.07 | lasso | 3 | 0.06 | 1.7e-02 | 7.3 | -6.9 | 6.7e-12 | -0.80 | 0.05 | 0.39 | FALSE |
11 | GTEx | Brain Nucleus accumbens basal ganglia | MPI | 0.33 | 0.12 | enet | 29 | 0.34 | 8.6e-10 | 6.4 | -5.9 | 4.3e-09 | -0.69 | 0.04 | 0.95 | FALSE |
12 | GTEx | Brain Putamen basal ganglia | MPI | 0.31 | 0.18 | enet | 26 | 0.23 | 2.9e-06 | 6.7 | -6.4 | 1.3e-10 | -0.78 | 0.07 | 0.91 | FALSE |
13 | GTEx | Breast Mammary Tissue | ULK3 | 0.15 | 0.11 | lasso | 3 | 0.09 | 1.6e-05 | 6.7 | 6.8 | 1.2e-11 | 0.78 | 0.14 | 0.85 | FALSE |
14 | GTEx | Breast Mammary Tissue | MPI | 0.16 | 0.00 | lasso | 8 | 0.01 | 1.4e-01 | 4.4 | -5.2 | 1.6e-07 | -0.60 | 0.05 | 0.36 | FALSE |
15 | GTEx | Breast Mammary Tissue (Male) | ULK3 | 0.19 | 0.19 | lasso | 2 | 0.15 | 2.4e-04 | 6.3 | 6.4 | 1.6e-10 | 0.67 | 0.07 | 0.20 | FALSE |
16 | GTEx | Breast Mammary Tissue (Male) | MPI | 0.06 | 0.01 | enet | 4 | 0.03 | 5.7e-02 | 4.4 | -6.7 | 2.4e-11 | -0.58 | 0.02 | 0.15 | FALSE |
17 | GTEx | Breast Mammary Tissue (Female) | ULK3 | 0.08 | 0.01 | lasso | 2 | 0.01 | 1.8e-01 | 7.3 | 7.2 | 4.0e-13 | 0.82 | 0.04 | 0.28 | FALSE |
18 | GTEx | Cells EBV-transformed lymphocytes | ULK3 | 0.19 | 0.04 | lasso | 2 | 0.08 | 1.2e-03 | 7.1 | 7.1 | 1.6e-12 | 0.81 | 0.08 | 0.76 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | ULK3 | 0.12 | 0.04 | lasso | 5 | 0.10 | 8.4e-08 | 7.0 | 6.1 | 8.9e-10 | 0.75 | 0.42 | 0.58 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | MPI | 0.21 | 0.16 | enet | 15 | 0.22 | 1.1e-16 | 6.4 | -6.8 | 7.9e-12 | -0.81 | 0.29 | 0.71 | FALSE |
21 | GTEx | Esophagus Mucosa | COX5A | 0.11 | 0.02 | enet | 23 | 0.03 | 6.9e-03 | 6.3 | -5.3 | 1.4e-07 | -0.49 | 0.08 | 0.40 | FALSE |
22 | GTEx | Esophagus Mucosa | MPI | 0.11 | 0.11 | lasso | 7 | 0.10 | 2.3e-07 | 4.5 | -5.3 | 1.4e-07 | -0.64 | 0.71 | 0.29 | FALSE |
23 | GTEx | Lung | CSK | 0.09 | 0.06 | lasso | 3 | 0.05 | 1.4e-04 | 7.7 | 7.7 | 1.1e-14 | 0.95 | 0.02 | 0.98 | FALSE |
24 | GTEx | Muscle Skeletal | UBL7 | 0.06 | 0.02 | lasso | 6 | 0.01 | 3.7e-02 | 7.4 | -7.7 | 1.1e-14 | -0.92 | 0.02 | 0.89 | TRUE |
25 | GTEx | Nerve Tibial | MPI | 0.10 | 0.12 | enet | 12 | 0.15 | 1.5e-10 | 4.4 | -6.0 | 2.1e-09 | -0.77 | 0.19 | 0.81 | FALSE |
26 | GTEx | Ovary | ULK3 | 0.19 | 0.23 | lasso | 1 | 0.23 | 3.0e-06 | 7.3 | 7.3 | 4.0e-13 | 0.82 | 0.08 | 0.53 | FALSE |
27 | GTEx | Pancreas | ULK3 | 0.12 | 0.10 | lasso | 4 | 0.07 | 6.9e-04 | 7.1 | 7.3 | 3.6e-13 | 0.84 | 0.07 | 0.90 | FALSE |
28 | GTEx | Skin Sun Exposed Lower leg | MPI | 0.04 | 0.01 | lasso | 4 | 0.02 | 7.4e-03 | 4.4 | -5.6 | 1.8e-08 | -0.72 | 0.27 | 0.56 | FALSE |
29 | GTEx | Stomach | ULK3 | 0.16 | 0.13 | lasso | 2 | 0.11 | 9.7e-06 | 7.1 | 7.2 | 4.1e-13 | 0.80 | 0.19 | 0.79 | FALSE |
30 | GTEx | Testis | ULK3 | 0.15 | 0.03 | enet | 24 | 0.06 | 1.6e-03 | 7.4 | 6.3 | 2.3e-10 | 0.71 | 0.08 | 0.86 | FALSE |
31 | GTEx | Testis | MPI | 0.09 | 0.08 | enet | 12 | 0.04 | 6.0e-03 | 4.5 | -5.8 | 5.6e-09 | -0.67 | 0.10 | 0.66 | FALSE |
32 | GTEx | Thyroid | ULK3 | 0.11 | 0.09 | lasso | 4 | 0.13 | 5.9e-10 | 7.3 | 7.3 | 4.0e-13 | 0.74 | 0.16 | 0.84 | FALSE |
33 | GTEx | Thyroid | MPI | 0.06 | 0.07 | enet | 12 | 0.07 | 5.1e-06 | 4.5 | -5.4 | 6.5e-08 | -0.66 | 0.78 | 0.21 | FALSE |
34 | GTEx | Uterus | ULK3 | 0.40 | 0.16 | lasso | 16 | 0.12 | 2.2e-03 | 7.0 | 6.6 | 4.5e-11 | 0.73 | 0.04 | 0.70 | FALSE |
35 | GTEx | Vagina | COX5A | 0.38 | 0.02 | lasso | 7 | 0.02 | 9.3e-02 | 7.4 | -7.3 | 2.6e-13 | -0.84 | 0.04 | 0.60 | FALSE |
36 | GTEx | Whole Blood | ULK3 | 0.14 | 0.06 | lasso | 5 | 0.04 | 8.3e-05 | 7.3 | 6.8 | 8.1e-12 | 0.81 | 0.15 | 0.82 | FALSE |
37 | GTEx | Whole Blood | MPI | 0.04 | 0.04 | lasso | 2 | 0.01 | 1.7e-02 | 6.6 | -6.4 | 1.2e-10 | -0.64 | 0.20 | 0.20 | FALSE |
38 | METSIM | Adipose | MPI | 0.08 | 0.06 | blup | 273 | 0.07 | 3.1e-11 | 6.4 | -5.6 | 1.8e-08 | -0.62 | 0.99 | 0.01 | FALSE |
39 | METSIM | Adipose | ULK3 | 0.14 | 0.14 | lasso | 10 | 0.15 | 3.2e-22 | 7.3 | 7.5 | 8.4e-14 | 0.91 | 0.04 | 0.96 | FALSE |
40 | YFS | Blood | CSK | 0.13 | 0.15 | lasso | 11 | 0.16 | 6.7e-51 | 6.8 | 7.5 | 9.2e-14 | 0.90 | 0.88 | 0.12 | FALSE |
41 | YFS | Blood | MPI | 0.02 | 0.02 | lasso | 4 | 0.03 | 1.2e-09 | 6.4 | -6.4 | 1.4e-10 | -0.73 | 0.92 | 0.08 | FALSE |
42 | YFS | Blood | ULK3 | 0.09 | 0.11 | lasso | 6 | 0.11 | 1.1e-33 | 7.3 | 7.5 | 7.7e-14 | 0.85 | 0.23 | 0.77 | FALSE |
43 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C15orf17 | 0.02 | 0.02 | lasso | 1 | 0.02 | 1.9e-05 | 6.3 | -6.3 | 2.2e-10 | -0.72 | 0.02 | 0.97 | FALSE |
44 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MPI | 0.04 | 0.07 | enet | 13 | 0.06 | 5.8e-13 | 4.5 | -5.3 | 1.2e-07 | -0.63 | 0.87 | 0.13 | FALSE |
45 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RPP25 | 0.02 | 0.01 | blup | 23 | 0.02 | 6.8e-05 | 6.6 | 5.2 | 1.9e-07 | 0.58 | 0.00 | 0.98 | FALSE |
46 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ULK3 | 0.02 | 0.02 | blup | 49 | 0.02 | 1.1e-05 | 7.3 | 7.5 | 5.7e-14 | 0.85 | 0.02 | 0.98 | FALSE |
47 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | ULK3 | 0.21 | 0.02 | enet | 8 | 0.07 | 1.9e-04 | 7.4 | 5.9 | 3.0e-09 | 0.70 | 0.01 | 0.76 | FALSE |
48 | The Cancer Genome Atlas | Colon Adenocarcinoma | MPI | 0.07 | 0.03 | blup | 36 | 0.04 | 2.1e-03 | 6.6 | -6.4 | 1.8e-10 | -0.72 | 0.01 | 0.94 | FALSE |
49 | The Cancer Genome Atlas | Glioblastoma Multiforme | MPI | 0.11 | 0.03 | blup | 36 | 0.02 | 8.4e-02 | 6.6 | -6.5 | 6.0e-11 | -0.73 | 0.01 | 0.71 | FALSE |
50 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MPI | 0.02 | 0.01 | blup | 36 | 0.01 | 1.2e-02 | 6.3 | -6.1 | 1.2e-09 | -0.71 | 0.02 | 0.66 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CSK | 0.02 | 0.00 | blup | 57 | 0.01 | 1.8e-02 | 6.9 | 5.2 | 1.7e-07 | 0.66 | 0.02 | 0.59 | FALSE |
52 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ULK3 | 0.03 | 0.03 | lasso | 3 | 0.03 | 5.3e-04 | 7.0 | 7.3 | 2.3e-13 | 0.85 | 0.02 | 0.97 | FALSE |
53 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | MPI | 0.06 | 0.04 | blup | 35 | 0.05 | 8.5e-04 | 6.7 | -6.6 | 3.9e-11 | -0.75 | 0.01 | 0.94 | FALSE |
54 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MPI | 0.07 | 0.09 | lasso | 4 | 0.10 | 2.4e-11 | 6.3 | -6.1 | 1.3e-09 | -0.72 | 0.01 | 0.99 | FALSE |
55 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SCAMP2 | 0.18 | 0.04 | enet | 5 | 0.06 | 6.1e-07 | 7.3 | -5.9 | 3.0e-09 | -0.55 | 0.03 | 0.96 | FALSE |
56 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | ULK3 | 0.10 | 0.02 | blup | 49 | 0.07 | 2.5e-04 | 7.5 | 7.1 | 1.0e-12 | 0.85 | 0.01 | 0.98 | FALSE |
57 | The Cancer Genome Atlas | Lung Adenocarcinoma | C15orf17 | 0.02 | 0.03 | lasso | 1 | 0.02 | 1.5e-03 | 6.4 | -6.4 | 1.9e-10 | -0.72 | 0.01 | 0.80 | FALSE |
58 | The Cancer Genome Atlas | Lung Adenocarcinoma | ULK3 | 0.03 | 0.00 | blup | 50 | 0.00 | 8.1e-02 | 6.4 | 6.1 | 9.7e-10 | 0.74 | 0.03 | 0.40 | FALSE |
59 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | MPI | 0.04 | 0.03 | blup | 36 | 0.05 | 8.8e-07 | 6.3 | -5.8 | 5.8e-09 | -0.68 | 0.02 | 0.98 | FALSE |
60 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ULK3 | 0.04 | 0.06 | lasso | 4 | 0.04 | 7.6e-06 | 7.0 | 7.2 | 4.0e-13 | 0.82 | 0.02 | 0.98 | FALSE |
61 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MPI | 0.07 | 0.07 | blup | 36 | 0.10 | 3.3e-10 | 4.5 | -5.7 | 9.8e-09 | -0.69 | 0.06 | 0.94 | FALSE |
62 | The Cancer Genome Atlas | Soft Tissue Sarcoma | ULK3 | 0.04 | 0.03 | blup | 49 | 0.02 | 3.3e-02 | 6.7 | 5.6 | 1.9e-08 | 0.74 | 0.01 | 0.66 | FALSE |
63 | The Cancer Genome Atlas | Stomach Adenocarcinoma | COX5A | 0.03 | 0.03 | blup | 32 | 0.03 | 2.9e-03 | -3.9 | -5.3 | 1.0e-07 | -0.65 | 0.03 | 0.47 | FALSE |
64 | The Cancer Genome Atlas | Stomach Adenocarcinoma | MPI | 0.04 | 0.02 | blup | 36 | 0.03 | 1.7e-03 | 6.4 | -6.0 | 1.6e-09 | -0.70 | 0.03 | 0.89 | FALSE |
65 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | MPI | 0.12 | 0.11 | lasso | 7 | 0.12 | 5.3e-05 | 6.3 | -6.2 | 4.4e-10 | -0.72 | 0.02 | 0.95 | FALSE |
66 | The Cancer Genome Atlas | Thyroid Carcinoma | CSK | 0.04 | 0.04 | blup | 57 | 0.04 | 4.6e-05 | 7.6 | 6.0 | 1.7e-09 | 0.79 | 0.01 | 0.97 | FALSE |
67 | The Cancer Genome Atlas | Thyroid Carcinoma | MPI | 0.13 | 0.18 | enet | 10 | 0.16 | 3.7e-15 | 4.5 | -5.5 | 4.9e-08 | -0.65 | 0.98 | 0.02 | FALSE |
68 | The Cancer Genome Atlas | Thyroid Carcinoma | ULK3 | 0.08 | 0.11 | lasso | 5 | 0.10 | 4.6e-10 | 7.0 | 7.3 | 3.1e-13 | 0.85 | 0.03 | 0.97 | FALSE |