Best TWAS P=2.92e-30 · Best GWAS P=1.92e-23 conditioned to 1
# | 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 | FAM110C | 0.09 | 0.00 | bslmm | 232 | 0.01 | 8.2e-03 | -0.34 | -6.4 | 1.5e-10 | -0.47 | 0.22 | 0.48 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | SH3YL1 | 0.11 | 0.12 | lasso | 2 | 0.13 | 5.8e-16 | -9.64 | 6.7 | 2.0e-11 | 0.11 | 0.05 | 0.95 | FALSE |
3 | GTEx | Adipose Subcutaneous | SH3YL1 | 0.08 | 0.10 | lasso | 1 | 0.08 | 4.1e-07 | 9.91 | 9.9 | 3.7e-23 | 1.00 | 0.01 | 0.99 | FALSE |
4 | GTEx | Adipose Subcutaneous | PXDN | 0.11 | 0.12 | lasso | 3 | 0.11 | 2.2e-09 | 6.63 | 6.5 | 5.8e-11 | 0.01 | 0.24 | 0.76 | TRUE |
5 | GTEx | Adipose Visceral Omentum | SH3YL1 | 0.15 | 0.03 | lasso | 4 | 0.01 | 6.5e-02 | 7.42 | 10.0 | 1.5e-23 | 0.87 | 0.02 | 0.90 | TRUE |
6 | GTEx | Adrenal Gland | SH3YL1 | 0.21 | 0.10 | lasso | 7 | 0.08 | 8.1e-04 | 7.42 | -7.2 | 5.9e-13 | -0.83 | 0.02 | 0.92 | FALSE |
7 | GTEx | Artery Tibial | SH3YL1 | 0.10 | 0.02 | lasso | 3 | 0.01 | 2.9e-02 | 9.85 | 9.9 | 3.0e-23 | 0.95 | 0.01 | 0.98 | TRUE |
8 | GTEx | Brain Cerebellum | AC092159.2 | 0.37 | -0.01 | lasso | 10 | -0.01 | 7.3e-01 | -6.69 | -6.0 | 1.8e-09 | -0.09 | 0.07 | 0.14 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | SH3YL1 | 0.16 | 0.09 | lasso | 7 | 0.10 | 3.3e-08 | -9.90 | 9.9 | 4.3e-23 | 0.45 | 0.03 | 0.97 | FALSE |
10 | GTEx | Colon Sigmoid | SH3YL1 | 0.20 | 0.14 | lasso | 3 | 0.14 | 1.3e-05 | 9.93 | 9.7 | 3.9e-22 | 0.94 | 0.01 | 0.97 | FALSE |
11 | GTEx | Colon Transverse | SH3YL1 | 0.36 | 0.25 | lasso | 7 | 0.26 | 1.2e-12 | 9.88 | -9.8 | 9.5e-23 | -0.99 | 0.01 | 0.99 | FALSE |
12 | GTEx | Esophagus Gastroesophageal Junction | SH3YL1 | 0.21 | 0.09 | lasso | 7 | 0.14 | 1.3e-05 | 6.24 | 8.5 | 2.2e-17 | 0.80 | 0.02 | 0.96 | FALSE |
13 | GTEx | Esophagus Mucosa | SH3YL1 | 0.60 | 0.67 | lasso | 4 | 0.66 | 9.2e-58 | 9.96 | -9.8 | 1.4e-22 | -0.99 | 0.01 | 0.99 | FALSE |
14 | GTEx | Esophagus Muscularis | SH3YL1 | 0.30 | 0.23 | enet | 50 | 0.28 | 4.6e-17 | 9.93 | 9.7 | 3.3e-22 | 0.83 | 0.01 | 0.99 | FALSE |
15 | GTEx | Heart Atrial Appendage | SH3YL1 | 0.27 | 0.23 | lasso | 6 | 0.22 | 2.1e-10 | 9.85 | 9.8 | 1.2e-22 | 0.98 | 0.01 | 0.99 | FALSE |
16 | GTEx | Heart Left Ventricle | SH3YL1 | 0.14 | 0.11 | enet | 16 | 0.10 | 8.2e-06 | 9.70 | 11.4 | 2.9e-30 | 0.93 | 0.01 | 0.99 | TRUE |
17 | GTEx | Lung | SH3YL1 | 0.09 | 0.08 | lasso | 5 | 0.05 | 8.5e-05 | 9.70 | -8.3 | 1.4e-16 | -0.95 | 0.01 | 0.99 | FALSE |
18 | GTEx | Muscle Skeletal | SH3YL1 | 0.12 | 0.10 | lasso | 3 | 0.09 | 4.1e-09 | 9.93 | 9.8 | 1.4e-22 | 0.99 | 0.01 | 0.99 | FALSE |
19 | GTEx | Nerve Tibial | SH3YL1 | 0.33 | 0.23 | enet | 35 | 0.25 | 5.6e-18 | 9.93 | 9.7 | 2.6e-22 | 0.90 | 0.01 | 0.99 | FALSE |
20 | GTEx | Nerve Tibial | PXDN | 0.10 | 0.03 | lasso | 2 | 0.02 | 1.6e-02 | 6.63 | 6.3 | 2.5e-10 | 0.00 | 0.03 | 0.81 | FALSE |
21 | GTEx | Ovary | SH3YL1 | 0.48 | 0.29 | enet | 18 | 0.34 | 3.2e-09 | 9.70 | 6.7 | 1.7e-11 | 0.87 | 0.01 | 0.98 | TRUE |
22 | GTEx | Pancreas | SH3YL1 | 0.48 | 0.43 | lasso | 11 | 0.41 | 6.9e-19 | 9.96 | -9.8 | 6.6e-23 | -0.99 | 0.01 | 0.99 | FALSE |
23 | GTEx | Skin Not Sun Exposed Suprapubic | SH3YL1 | 0.47 | 0.53 | lasso | 2 | 0.53 | 2.1e-33 | 9.91 | -9.9 | 3.8e-23 | -1.00 | 0.01 | 0.99 | FALSE |
24 | GTEx | Skin Sun Exposed Lower leg | SH3YL1 | 0.42 | 0.44 | lasso | 5 | 0.45 | 3.3e-41 | 9.91 | -9.9 | 4.4e-23 | -1.00 | 0.01 | 0.99 | FALSE |
25 | GTEx | Stomach | SH3YL1 | 0.33 | 0.21 | lasso | 6 | 0.20 | 3.8e-10 | 9.70 | -9.8 | 1.1e-22 | -0.97 | 0.01 | 0.99 | FALSE |
26 | GTEx | Thyroid | SH3YL1 | 0.29 | 0.32 | lasso | 4 | 0.31 | 2.9e-24 | 9.96 | -9.8 | 1.1e-22 | -0.99 | 0.01 | 0.99 | FALSE |
27 | GTEx | Whole Blood | SH3YL1 | 0.21 | 0.17 | lasso | 6 | 0.18 | 2.6e-16 | 9.96 | -9.8 | 7.3e-23 | -0.99 | 0.01 | 0.99 | FALSE |
28 | METSIM | Adipose | SH3YL1 | 0.03 | 0.02 | lasso | 3 | 0.02 | 9.5e-04 | 6.24 | 7.3 | 2.3e-13 | 0.56 | 0.05 | 0.90 | FALSE |
29 | NTR | Blood | SH3YL1 | 0.12 | 0.17 | lasso | 5 | 0.16 | 6.2e-51 | 9.91 | -9.5 | 3.0e-21 | -0.99 | 0.01 | 0.99 | FALSE |
30 | ROSMAP | Brain Pre-frontal Cortex | SH3YL1 | 0.15 | 0.12 | bslmm | 364 | 0.13 | 3.3e-16 | -0.61 | -5.5 | 3.2e-08 | -0.61 | 1.00 | 0.00 | FALSE |
31 | ROSMAP | Brain Pre-frontal Cortex | ACP1 | 0.03 | 0.04 | lasso | 2 | 0.02 | 4.7e-04 | 9.70 | -9.6 | 6.3e-22 | -0.96 | 0.01 | 0.98 | FALSE |
32 | ROSMAP | Brain Pre-frontal Cortex | FAM150B | 0.06 | 0.01 | bslmm | 381 | 0.03 | 9.9e-05 | -9.25 | -9.7 | 4.6e-22 | -0.63 | 0.03 | 0.93 | FALSE |
33 | YFS | Blood | SH3YL1 | 0.48 | 0.40 | enet | 100 | 0.46 | 3.2e-171 | 9.91 | -8.8 | 1.5e-18 | -0.91 | 0.01 | 0.99 | FALSE |
34 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | SH3YL1 | 0.25 | 0.15 | blup | 67 | 0.18 | 2.8e-15 | 9.96 | -8.3 | 7.6e-17 | -0.86 | 0.01 | 0.99 | FALSE |
35 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SH3YL1 | 0.19 | 0.31 | lasso | 5 | 0.32 | 2.5e-66 | 9.88 | -9.3 | 1.3e-20 | -0.99 | 0.01 | 0.99 | FALSE |
36 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | SH3YL1 | 0.32 | 0.27 | enet | 14 | 0.28 | 6.6e-14 | 9.93 | -8.4 | 3.7e-17 | -0.97 | 0.01 | 0.99 | FALSE |
37 | The Cancer Genome Atlas | Colon Adenocarcinoma | SH3YL1 | 0.32 | 0.34 | lasso | 6 | 0.35 | 2.8e-21 | 9.96 | -9.5 | 3.2e-21 | -0.99 | 0.01 | 0.99 | TRUE |
38 | The Cancer Genome Atlas | Esophageal Carcinoma | SH3YL1 | 0.16 | 0.02 | blup | 67 | 0.08 | 1.9e-03 | 9.70 | -11.1 | 1.6e-28 | -0.87 | 0.01 | 0.92 | FALSE |
39 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SH3YL1 | 0.24 | 0.25 | lasso | 4 | 0.25 | 8.1e-28 | 9.70 | -9.8 | 7.5e-23 | -0.98 | 0.01 | 0.99 | FALSE |
40 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SH3YL1 | 0.16 | 0.04 | blup | 67 | 0.06 | 5.6e-07 | 9.98 | -9.7 | 2.6e-22 | -0.77 | 0.01 | 0.99 | FALSE |
41 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SH3YL1 | 0.20 | 0.05 | blup | 67 | 0.09 | 9.5e-06 | 9.98 | -8.0 | 1.4e-15 | -0.90 | 0.01 | 0.98 | FALSE |
42 | The Cancer Genome Atlas | Brain Lower Grade Glioma | FAM150B | 0.07 | 0.07 | lasso | 2 | 0.06 | 5.8e-07 | 9.98 | -10.0 | 9.6e-24 | -1.00 | 0.00 | 1.00 | FALSE |
43 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SH3YL1 | 0.05 | 0.02 | lasso | 4 | 0.03 | 2.4e-04 | -9.90 | 5.8 | 8.8e-09 | 0.07 | 0.04 | 0.96 | TRUE |
44 | The Cancer Genome Atlas | Lung Adenocarcinoma | SH3YL1 | 0.17 | 0.24 | enet | 15 | 0.24 | 5.8e-28 | 9.96 | -8.8 | 9.4e-19 | -0.98 | 0.01 | 0.99 | FALSE |
45 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SH3YL1 | 0.11 | 0.10 | lasso | 5 | 0.10 | 4.5e-11 | 9.96 | -8.4 | 6.2e-17 | -0.96 | 0.01 | 0.99 | FALSE |
46 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | SH3YL1 | 0.11 | 0.13 | enet | 8 | 0.13 | 3.7e-09 | 9.96 | -7.8 | 7.5e-15 | -0.95 | 0.01 | 0.99 | TRUE |
47 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SH3YL1 | 0.21 | 0.18 | lasso | 1 | 0.15 | 9.6e-07 | 9.70 | -9.7 | 2.9e-22 | -0.98 | 0.01 | 0.99 | FALSE |
48 | The Cancer Genome Atlas | Rectum Adenocarcinoma | SH3YL1 | 0.51 | 0.29 | blup | 67 | 0.38 | 6.8e-10 | 9.96 | -9.4 | 5.5e-21 | -0.90 | 0.01 | 0.99 | FALSE |
49 | The Cancer Genome Atlas | Soft Tissue Sarcoma | SH3YL1 | 0.07 | 0.04 | enet | 9 | 0.05 | 1.0e-03 | -9.28 | 10.1 | 4.7e-24 | 0.37 | 0.08 | 0.22 | FALSE |
50 | The Cancer Genome Atlas | Stomach Adenocarcinoma | SH3YL1 | 0.19 | 0.21 | enet | 12 | 0.23 | 2.1e-16 | 9.88 | -8.5 | 2.6e-17 | -0.96 | 0.01 | 0.99 | FALSE |
51 | The Cancer Genome Atlas | Thyroid Carcinoma | SH3YL1 | 0.54 | 0.56 | lasso | 4 | 0.57 | 1.1e-67 | 9.96 | -9.5 | 2.7e-21 | -0.99 | 0.01 | 0.99 | FALSE |
52 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | SH3YL1 | 0.16 | 0.14 | lasso | 2 | 0.09 | 1.8e-03 | 9.88 | -8.7 | 2.6e-18 | -0.98 | 0.01 | 0.92 | FALSE |