Best TWAS P=1.41e-30 · Best GWAS P=8.95e-34 conditioned to 0.0039
# | 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 | C8orf58 | 0.09 | 0.06 | bslmm | 524 | 0.06 | 3.3e-08 | 8.39 | 7.1 | 1.2e-12 | 0.38 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | PDLIM2 | 0.08 | 0.06 | enet | 11 | 0.06 | 8.9e-08 | 10.16 | -9.9 | 6.5e-23 | -0.54 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | BIN3 | 0.11 | 0.10 | enet | 11 | 0.10 | 1.4e-08 | 9.68 | 9.7 | 2.0e-22 | 0.51 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Subcutaneous | CCAR2 | 0.15 | 0.14 | enet | 26 | 0.13 | 6.9e-11 | 9.13 | 8.8 | 1.9e-18 | 0.49 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adipose Subcutaneous | C8orf58 | 0.09 | 0.03 | lasso | 3 | 0.01 | 6.2e-02 | 8.82 | 9.2 | 4.3e-20 | 0.44 | 0.42 | 0.05 | FALSE |
6 | GTEx | Adipose Visceral Omentum | BIN3 | 0.09 | 0.10 | lasso | 2 | 0.06 | 5.5e-04 | 10.16 | 10.5 | 9.6e-26 | 0.58 | 0.09 | 0.84 | FALSE |
7 | GTEx | Adipose Visceral Omentum | CCAR2 | 0.22 | 0.03 | lasso | 3 | 0.01 | 1.0e-01 | 7.87 | 7.4 | 1.4e-13 | 0.40 | 0.08 | 0.58 | FALSE |
8 | GTEx | Artery Aorta | BIN3 | 0.11 | 0.07 | lasso | 3 | 0.06 | 2.1e-04 | 8.34 | 9.0 | 2.2e-19 | 0.49 | 0.82 | 0.02 | FALSE |
9 | GTEx | Artery Tibial | BIN3 | 0.13 | 0.09 | lasso | 2 | 0.08 | 1.0e-06 | 8.34 | 8.3 | 7.2e-17 | 0.46 | 0.89 | 0.07 | FALSE |
10 | GTEx | Brain Cerebellar Hemisphere | SORBS3 | 0.23 | 0.11 | lasso | 6 | 0.12 | 4.4e-04 | 9.38 | 7.7 | 1.4e-14 | 0.40 | 0.14 | 0.05 | FALSE |
11 | GTEx | Breast Mammary Tissue (Male) | BIN3 | 0.22 | 0.00 | lasso | 4 | -0.01 | 6.5e-01 | 8.80 | 8.3 | 1.2e-16 | 0.42 | 0.08 | 0.08 | FALSE |
12 | GTEx | Breast Mammary Tissue (Female) | BIN3 | 0.03 | 0.00 | lasso | 2 | 0.02 | 7.6e-02 | 8.11 | 8.1 | 7.7e-16 | 0.45 | 0.05 | 0.05 | FALSE |
13 | GTEx | Cells EBV-transformed lymphocytes | CCAR2 | 0.20 | 0.05 | lasso | 3 | 0.03 | 3.1e-02 | 7.94 | 9.0 | 2.3e-19 | 0.48 | 0.26 | 0.04 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | BIN3 | 0.26 | 0.12 | lasso | 7 | 0.16 | 2.4e-12 | 8.34 | 7.8 | 7.2e-15 | 0.44 | 1.00 | 0.00 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | SLC25A37 | 0.13 | 0.05 | lasso | 5 | 0.04 | 3.0e-04 | -3.64 | 5.1 | 2.8e-07 | 0.01 | 0.02 | 0.98 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | C8orf58 | 0.36 | 0.42 | lasso | 7 | 0.47 | 3.6e-39 | 9.65 | 9.7 | 3.3e-22 | 0.53 | 1.00 | 0.00 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | RP11-582J16.5 | 0.11 | 0.10 | lasso | 4 | 0.09 | 2.0e-07 | 9.31 | -9.5 | 2.8e-21 | -0.48 | 0.96 | 0.03 | FALSE |
18 | GTEx | Colon Transverse | BIN3 | 0.17 | 0.12 | lasso | 1 | 0.09 | 4.8e-05 | 8.39 | 8.4 | 4.7e-17 | 0.46 | 0.38 | 0.05 | FALSE |
19 | GTEx | Esophagus Mucosa | BIN3 | 0.13 | 0.09 | lasso | 3 | 0.10 | 5.4e-07 | 8.39 | 8.5 | 2.7e-17 | 0.46 | 0.99 | 0.00 | FALSE |
20 | GTEx | Esophagus Muscularis | BIN3 | 0.10 | 0.01 | lasso | 3 | 0.01 | 9.3e-02 | -3.35 | 7.2 | 8.3e-13 | 0.49 | 0.24 | 0.07 | FALSE |
21 | GTEx | Lung | BIN3 | 0.21 | 0.12 | enet | 25 | 0.14 | 7.9e-11 | 9.13 | 8.6 | 7.1e-18 | 0.53 | 1.00 | 0.00 | FALSE |
22 | GTEx | Lung | CCAR2 | 0.11 | 0.07 | enet | 11 | 0.08 | 2.0e-06 | 8.11 | 9.1 | 1.3e-19 | 0.48 | 0.99 | 0.00 | FALSE |
23 | GTEx | Muscle Skeletal | CCAR2 | 0.06 | 0.02 | enet | 7 | 0.01 | 2.7e-02 | 9.85 | 9.6 | 6.9e-22 | 0.51 | 0.91 | 0.00 | FALSE |
24 | GTEx | Muscle Skeletal | C8orf58 | 0.05 | 0.04 | enet | 13 | 0.04 | 1.1e-04 | 9.31 | 7.7 | 1.1e-14 | 0.48 | 0.73 | 0.06 | FALSE |
25 | GTEx | Nerve Tibial | CCAR2 | 0.09 | 0.08 | lasso | 4 | 0.08 | 3.7e-06 | 7.94 | 8.8 | 1.7e-18 | 0.47 | 0.96 | 0.01 | FALSE |
26 | GTEx | Nerve Tibial | REEP4 | 0.21 | 0.07 | lasso | 4 | 0.08 | 3.9e-06 | 5.37 | 5.5 | 4.7e-08 | -0.02 | 0.98 | 0.00 | TRUE |
27 | GTEx | Nerve Tibial | C8orf58 | 0.14 | 0.10 | lasso | 6 | 0.11 | 2.7e-08 | 9.85 | 9.8 | 8.7e-23 | 0.53 | 0.98 | 0.01 | FALSE |
28 | GTEx | Ovary | BIN3 | 0.38 | 0.24 | lasso | 5 | 0.30 | 4.0e-08 | 8.82 | 9.0 | 2.1e-19 | 0.42 | 0.81 | 0.01 | FALSE |
29 | GTEx | Skin Not Sun Exposed Suprapubic | BIN3 | 0.09 | 0.09 | lasso | 2 | 0.08 | 2.5e-05 | 7.76 | 9.0 | 2.2e-19 | 0.46 | 0.71 | 0.08 | FALSE |
30 | GTEx | Skin Not Sun Exposed Suprapubic | CCAR2 | 0.11 | 0.08 | lasso | 4 | 0.05 | 8.8e-04 | 8.82 | 8.9 | 5.8e-19 | 0.44 | 0.91 | 0.01 | FALSE |
31 | GTEx | Skin Sun Exposed Lower leg | BIN3 | 0.13 | 0.14 | lasso | 4 | 0.16 | 7.6e-13 | 8.34 | 8.8 | 1.2e-18 | 0.48 | 1.00 | 0.00 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | CCAR2 | 0.11 | 0.09 | lasso | 5 | 0.10 | 1.7e-08 | 9.31 | 9.6 | 1.1e-21 | 0.50 | 1.00 | 0.00 | FALSE |
33 | GTEx | Stomach | BIN3 | 0.17 | 0.00 | enet | 9 | 0.02 | 3.4e-02 | 8.34 | 8.3 | 7.3e-17 | 0.46 | 0.28 | 0.10 | FALSE |
34 | GTEx | Testis | C8orf58 | 0.25 | 0.09 | enet | 12 | 0.10 | 2.2e-05 | 9.13 | -8.8 | 1.7e-18 | -0.47 | 0.79 | 0.06 | FALSE |
35 | GTEx | Thyroid | BIN3 | 0.17 | 0.12 | lasso | 4 | 0.12 | 2.1e-09 | 8.34 | 9.0 | 1.7e-19 | 0.50 | 1.00 | 0.00 | FALSE |
36 | GTEx | Thyroid | CCAR2 | 0.17 | 0.12 | lasso | 5 | 0.12 | 9.5e-10 | 9.51 | 9.3 | 1.4e-20 | 0.48 | 1.00 | 0.00 | FALSE |
37 | GTEx | Thyroid | C8orf58 | 0.07 | 0.03 | lasso | 2 | 0.03 | 3.0e-03 | 9.13 | 8.7 | 2.5e-18 | 0.50 | 0.75 | 0.04 | TRUE |
38 | GTEx | Whole Blood | BIN3 | 0.06 | 0.01 | enet | 16 | 0.02 | 4.2e-03 | 9.13 | 7.3 | 2.1e-13 | 0.29 | 0.48 | 0.04 | FALSE |
39 | GTEx | Whole Blood | C8orf58 | 0.05 | 0.03 | lasso | 4 | 0.02 | 5.5e-03 | 8.11 | 8.2 | 2.9e-16 | 0.45 | 0.25 | 0.12 | FALSE |
40 | METSIM | Adipose | BIN3 | 0.07 | 0.06 | enet | 12 | 0.06 | 5.6e-09 | 8.34 | 7.6 | 2.9e-14 | 0.48 | 1.00 | 0.00 | FALSE |
41 | METSIM | Adipose | C8orf58 | 0.04 | 0.02 | enet | 13 | 0.02 | 1.1e-03 | 10.03 | 8.3 | 1.0e-16 | 0.51 | 0.93 | 0.00 | FALSE |
42 | NTR | Blood | BIN3 | 0.03 | 0.00 | blup | 540 | 0.00 | 7.5e-02 | 1.16 | 6.5 | 9.8e-11 | 0.25 | 0.07 | 0.02 | FALSE |
43 | ROSMAP | Brain Pre-frontal Cortex | BIN3 | 0.27 | 0.38 | lasso | 2 | 0.38 | 7.2e-52 | 8.34 | 8.3 | 7.2e-17 | 0.46 | 1.00 | 0.00 | FALSE |
44 | ROSMAP | Brain Pre-frontal Cortex | SLC25A37 | 0.27 | 0.36 | enet | 12 | 0.37 | 1.5e-49 | 5.11 | -5.4 | 6.9e-08 | 0.04 | 0.16 | 0.83 | FALSE |
45 | ROSMAP | Brain Pre-frontal Cortex | CCAR2 | 0.11 | 0.08 | lasso | 6 | 0.07 | 1.8e-09 | 10.16 | -9.9 | 5.3e-23 | -0.53 | 1.00 | 0.00 | FALSE |
46 | ROSMAP | Brain Pre-frontal Cortex | C8orf58 | 0.15 | 0.18 | lasso | 5 | 0.18 | 7.6e-23 | 9.70 | 10.7 | 1.4e-26 | 0.63 | 1.00 | 0.00 | FALSE |
47 | ROSMAP | Brain Pre-frontal Cortex | RP11-582J16.5 | 0.32 | 0.43 | lasso | 11 | 0.46 | 5.3e-66 | 9.34 | -8.5 | 1.8e-17 | -0.42 | 1.00 | 0.00 | FALSE |
48 | ROSMAP | Brain Pre-frontal Cortex | CTD-3247F14.2 | 0.10 | 0.12 | lasso | 3 | 0.12 | 1.5e-14 | 9.04 | 8.9 | 5.9e-19 | 0.44 | 1.00 | 0.00 | FALSE |
49 | YFS | Blood | KIAA1967 | 0.05 | 0.04 | bslmm | 505 | 0.04 | 2.4e-12 | 7.58 | 6.4 | 2.1e-10 | 0.35 | 1.00 | 0.00 | FALSE |
50 | YFS | Blood | REEP4 | 0.12 | 0.09 | bslmm | 429 | 0.09 | 8.2e-28 | 4.97 | 5.3 | 1.1e-07 | 0.01 | 1.00 | 0.00 | FALSE |
51 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | C8orf58 | 0.04 | 0.05 | blup | 69 | 0.04 | 1.7e-04 | 9.70 | 10.0 | 1.7e-23 | 0.59 | 0.63 | 0.10 | FALSE |
52 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C8orf58 | 0.04 | 0.04 | blup | 71 | 0.05 | 1.7e-10 | 9.74 | 10.5 | 5.7e-26 | 0.63 | 1.00 | 0.00 | FALSE |
53 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PDLIM2 | 0.04 | 0.01 | enet | 13 | 0.03 | 3.2e-06 | 9.74 | -10.1 | 8.7e-24 | -0.55 | 0.50 | 0.30 | FALSE |
54 | The Cancer Genome Atlas | Colon Adenocarcinoma | C8orf58 | 0.11 | 0.03 | blup | 69 | 0.04 | 2.5e-03 | 9.38 | 9.4 | 4.9e-21 | 0.49 | 0.49 | 0.04 | FALSE |
55 | The Cancer Genome Atlas | Colon Adenocarcinoma | EGR3 | 0.07 | 0.03 | blup | 56 | 0.04 | 1.4e-03 | 9.72 | 9.0 | 2.3e-19 | 0.44 | 0.00 | 0.89 | FALSE |
56 | The Cancer Genome Atlas | Colon Adenocarcinoma | FLJ14107 | 0.05 | 0.04 | blup | 66 | 0.04 | 1.8e-03 | 9.13 | 9.7 | 2.6e-22 | 0.52 | 0.03 | 0.75 | FALSE |
57 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C8orf58 | 0.04 | 0.01 | blup | 69 | 0.02 | 2.9e-03 | 8.64 | 11.5 | 1.4e-30 | 0.71 | 0.03 | 0.93 | TRUE |
58 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SLC25A37 | 0.11 | 0.09 | lasso | 5 | 0.09 | 7.8e-10 | -5.69 | -5.7 | 1.1e-08 | 0.01 | 0.00 | 1.00 | FALSE |
59 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C8orf58 | 0.04 | 0.03 | blup | 69 | 0.04 | 3.2e-05 | 9.69 | 7.0 | 2.8e-12 | 0.45 | 0.89 | 0.01 | FALSE |
60 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SLC25A37 | 0.04 | 0.02 | lasso | 2 | 0.03 | 1.1e-04 | -5.69 | -6.1 | 1.2e-09 | 0.02 | 0.01 | 0.92 | TRUE |
61 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C8orf58 | 0.11 | 0.18 | lasso | 4 | 0.17 | 4.9e-19 | 9.74 | 9.8 | 7.9e-23 | 0.54 | 1.00 | 0.00 | FALSE |
62 | The Cancer Genome Atlas | Lung Adenocarcinoma | BIN3 | 0.04 | 0.03 | lasso | 4 | 0.04 | 3.6e-05 | 7.58 | 7.8 | 6.5e-15 | 0.39 | 0.72 | 0.02 | FALSE |
63 | The Cancer Genome Atlas | Lung Adenocarcinoma | C8orf58 | 0.05 | 0.06 | lasso | 3 | 0.05 | 2.1e-06 | 9.85 | 9.8 | 8.6e-23 | 0.52 | 0.97 | 0.00 | FALSE |
64 | The Cancer Genome Atlas | Lung Adenocarcinoma | FGF17 | 0.08 | 0.03 | blup | 45 | 0.05 | 4.4e-06 | -2.29 | 5.6 | 1.9e-08 | 0.04 | 0.00 | 1.00 | TRUE |
65 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C8orf58 | 0.02 | 0.01 | blup | 69 | 0.02 | 4.9e-03 | 9.01 | 9.0 | 3.4e-19 | 0.55 | 0.17 | 0.10 | FALSE |
66 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PEBP4 | 0.07 | 0.02 | blup | 192 | 0.02 | 1.7e-03 | -0.31 | -5.5 | 3.1e-08 | -0.28 | 0.02 | 0.76 | FALSE |
67 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | C8orf58 | 0.05 | 0.06 | lasso | 4 | 0.03 | 2.1e-03 | 9.79 | 11.0 | 3.0e-28 | 0.72 | 0.07 | 0.65 | FALSE |
68 | The Cancer Genome Atlas | Prostate Adenocarcinoma | BIN3 | 0.02 | 0.01 | blup | 97 | 0.01 | 3.4e-02 | 9.70 | 9.1 | 1.2e-19 | 0.49 | 0.30 | 0.03 | FALSE |
69 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C8orf58 | 0.07 | 0.11 | lasso | 2 | 0.10 | 5.6e-11 | 9.51 | 9.8 | 1.7e-22 | 0.50 | 1.00 | 0.00 | FALSE |
70 | The Cancer Genome Atlas | Soft Tissue Sarcoma | BIN3 | 0.05 | 0.02 | blup | 96 | 0.02 | 2.0e-02 | 7.76 | 9.5 | 2.8e-21 | 0.50 | 0.12 | 0.06 | FALSE |
71 | The Cancer Genome Atlas | Thyroid Carcinoma | BIN3 | 0.07 | 0.04 | lasso | 5 | 0.05 | 2.5e-05 | 8.39 | 8.6 | 7.3e-18 | 0.49 | 0.87 | 0.00 | FALSE |
72 | The Cancer Genome Atlas | Thyroid Carcinoma | C8orf58 | 0.06 | 0.09 | blup | 69 | 0.09 | 4.8e-09 | 9.01 | 10.4 | 2.6e-25 | 0.63 | 1.00 | 0.00 | FALSE |
73 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | BIN3 | 0.40 | 0.10 | blup | 97 | 0.12 | 3.7e-04 | 12.00 | 9.7 | 3.5e-22 | 0.68 | 0.00 | 0.89 | FALSE |