Best TWAS P=1.17e-31 · Best GWAS P=1.14e-34 conditioned to NaN
# | 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 | PPT1 | 0.06 | 0.00 | bslmm | 419 | 0.02 | 2.2e-03 | 2.92 | -5.8 | 8.7e-09 | -0.09 | 0.12 | 0.03 | FALSE |
2 | GTEx | Adipose Subcutaneous | PPT1 | 0.08 | 0.07 | lasso | 3 | 0.05 | 3.5e-05 | 6.27 | 6.3 | 2.2e-10 | 0.12 | 0.98 | 0.00 | FALSE |
3 | GTEx | Adipose Visceral Omentum | PPT1 | 0.20 | 0.10 | lasso | 6 | 0.11 | 2.8e-06 | 5.18 | 5.8 | 4.8e-09 | 0.09 | 0.94 | 0.00 | FALSE |
4 | GTEx | Adrenal Gland | PPT1 | 0.20 | 0.13 | lasso | 8 | 0.12 | 3.7e-05 | 6.14 | 6.4 | 1.2e-10 | 0.10 | 0.71 | 0.03 | FALSE |
5 | GTEx | Artery Aorta | CTPS1 | 0.10 | 0.00 | enet | 8 | 0.00 | 4.6e-01 | -5.51 | -5.3 | 9.0e-08 | 0.01 | 0.05 | 0.61 | FALSE |
6 | GTEx | Artery Tibial | PPT1 | 0.15 | 0.10 | lasso | 7 | 0.12 | 2.1e-09 | 6.40 | 6.3 | 2.4e-10 | 0.08 | 1.00 | 0.00 | FALSE |
7 | GTEx | Brain Cerebellar Hemisphere | TRIT1 | 0.35 | 0.30 | enet | 6 | 0.28 | 8.4e-08 | 9.96 | 10.0 | 1.2e-23 | 0.80 | 0.33 | 0.57 | FALSE |
8 | GTEx | Brain Frontal Cortex BA9 | TRIT1 | 0.23 | 0.04 | lasso | 5 | 0.02 | 8.2e-02 | -6.86 | 8.1 | 6.0e-16 | 0.53 | 0.05 | 0.29 | FALSE |
9 | GTEx | Brain Frontal Cortex BA9 | PPIE | 0.25 | 0.06 | lasso | 6 | 0.07 | 6.3e-03 | 2.84 | 7.0 | 2.8e-12 | 0.46 | 0.09 | 0.53 | TRUE |
10 | GTEx | Brain Putamen basal ganglia | PPIE | 0.26 | 0.27 | enet | 13 | 0.27 | 3.9e-07 | 2.86 | 6.4 | 1.3e-10 | 0.51 | 0.08 | 0.82 | FALSE |
11 | GTEx | Breast Mammary Tissue | PPT1 | 0.18 | 0.01 | lasso | 3 | 0.02 | 2.3e-02 | 5.18 | 5.6 | 2.3e-08 | 0.15 | 0.16 | 0.06 | TRUE |
12 | GTEx | Breast Mammary Tissue | RP11-69E11.4 | 0.15 | 0.05 | enet | 32 | 0.05 | 8.8e-04 | 3.70 | 5.9 | 4.1e-09 | 0.27 | 0.85 | 0.01 | FALSE |
13 | GTEx | Breast Mammary Tissue (Male) | PPT1 | 0.19 | 0.10 | lasso | 2 | 0.06 | 1.8e-02 | 5.18 | 5.6 | 1.7e-08 | 0.13 | 0.06 | 0.06 | TRUE |
14 | GTEx | Breast Mammary Tissue (Female) | CTPS1 | 0.12 | -0.01 | lasso | 4 | -0.01 | 7.5e-01 | -6.50 | -6.4 | 1.9e-10 | 0.00 | 0.02 | 0.46 | FALSE |
15 | GTEx | Cells EBV-transformed lymphocytes | PPT1 | 0.34 | 0.38 | lasso | 5 | 0.36 | 1.1e-12 | 6.15 | 6.0 | 1.9e-09 | 0.11 | 1.00 | 0.00 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | PPT1 | 0.32 | 0.29 | enet | 21 | 0.34 | 4.6e-26 | 6.39 | 6.1 | 8.8e-10 | 0.07 | 1.00 | 0.00 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | RP1-39G22.7 | 0.08 | 0.01 | lasso | 5 | 0.00 | 1.8e-01 | 4.65 | -5.3 | 1.4e-07 | -0.10 | 0.14 | 0.03 | FALSE |
18 | GTEx | Colon Transverse | MFSD2A | 0.30 | 0.19 | enet | 11 | 0.21 | 2.7e-10 | -6.44 | -6.5 | 1.1e-10 | -0.49 | 0.88 | 0.09 | FALSE |
19 | GTEx | Esophagus Gastroesophageal Junction | PPT1 | 0.15 | 0.10 | enet | 12 | 0.10 | 1.8e-04 | 5.18 | 6.6 | 3.9e-11 | 0.10 | 0.32 | 0.04 | FALSE |
20 | GTEx | Esophagus Mucosa | PPT1 | 0.24 | 0.18 | lasso | 12 | 0.18 | 2.0e-12 | 6.40 | 5.9 | 4.1e-09 | 0.04 | 1.00 | 0.00 | FALSE |
21 | GTEx | Esophagus Muscularis | PPT1 | 0.21 | 0.12 | enet | 14 | 0.14 | 4.6e-09 | 6.39 | 6.9 | 4.6e-12 | 0.09 | 1.00 | 0.00 | FALSE |
22 | GTEx | Esophagus Muscularis | MFSD2A | 0.10 | 0.02 | lasso | 5 | 0.04 | 2.7e-03 | 12.28 | 11.7 | 1.2e-31 | 0.79 | 0.01 | 0.93 | TRUE |
23 | GTEx | Heart Atrial Appendage | PPT1 | 0.14 | 0.00 | lasso | 2 | 0.01 | 1.5e-01 | 6.39 | 6.3 | 2.1e-10 | 0.09 | 0.32 | 0.04 | FALSE |
24 | GTEx | Lung | TRIT1 | 0.15 | 0.11 | enet | 16 | 0.11 | 1.8e-08 | -3.98 | 5.6 | 2.2e-08 | 0.34 | 0.99 | 0.00 | TRUE |
25 | GTEx | Lung | PPT1 | 0.19 | 0.15 | lasso | 3 | 0.14 | 1.1e-10 | 5.53 | 6.1 | 1.2e-09 | 0.10 | 1.00 | 0.00 | FALSE |
26 | GTEx | Lung | CTPS1 | 0.06 | 0.04 | lasso | 3 | 0.04 | 2.4e-04 | -4.13 | -5.9 | 3.9e-09 | 0.00 | 0.01 | 0.98 | FALSE |
27 | GTEx | Nerve Tibial | SCMH1 | 0.16 | 0.03 | enet | 24 | 0.07 | 1.6e-05 | -5.31 | 7.1 | 1.5e-12 | -0.03 | 0.15 | 0.82 | FALSE |
28 | GTEx | Nerve Tibial | PABPC4 | 0.17 | 0.08 | enet | 12 | 0.05 | 2.7e-04 | 3.64 | -6.7 | 2.7e-11 | -0.26 | 0.95 | 0.02 | TRUE |
29 | GTEx | Nerve Tibial | PPT1 | 0.12 | 0.14 | lasso | 7 | 0.11 | 2.2e-08 | 6.14 | 6.6 | 4.5e-11 | 0.13 | 1.00 | 0.00 | FALSE |
30 | GTEx | Nerve Tibial | BMP8A | 0.30 | 0.08 | enet | 20 | 0.23 | 3.9e-16 | 1.38 | 5.7 | 1.2e-08 | 0.29 | 0.96 | 0.00 | FALSE |
31 | GTEx | Ovary | PPT1 | 0.16 | 0.11 | lasso | 1 | 0.03 | 6.8e-02 | 6.40 | 6.4 | 1.5e-10 | 0.10 | 0.19 | 0.07 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | PPT1 | 0.22 | 0.26 | lasso | 6 | 0.26 | 2.1e-21 | 6.27 | 5.9 | 3.6e-09 | 0.11 | 1.00 | 0.00 | FALSE |
33 | GTEx | Stomach | TRIT1 | 0.30 | 0.02 | lasso | 4 | 0.08 | 1.5e-04 | -3.81 | 6.7 | 1.6e-11 | 0.44 | 0.08 | 0.49 | FALSE |
34 | GTEx | Testis | CAP1 | 0.12 | 0.07 | enet | 17 | 0.07 | 5.9e-04 | 5.38 | -6.3 | 3.4e-10 | -0.16 | 0.57 | 0.04 | TRUE |
35 | GTEx | Testis | PPT1 | 0.22 | 0.14 | lasso | 5 | 0.20 | 3.6e-09 | 4.96 | 6.9 | 5.8e-12 | 0.10 | 0.93 | 0.05 | FALSE |
36 | GTEx | Thyroid | PPT1 | 0.10 | 0.08 | lasso | 5 | 0.09 | 1.3e-07 | 6.27 | 6.6 | 4.1e-11 | 0.09 | 1.00 | 0.00 | FALSE |
37 | METSIM | Adipose | HEYL | 0.05 | 0.00 | bslmm | 378 | 0.02 | 6.9e-04 | 1.70 | -6.2 | 5.1e-10 | -0.22 | 0.05 | 0.03 | FALSE |
38 | METSIM | Adipose | MYCL | 0.03 | 0.02 | bslmm | 396 | 0.02 | 4.1e-04 | -0.88 | 5.5 | 3.6e-08 | 0.18 | 0.24 | 0.03 | FALSE |
39 | NTR | Blood | CAP1 | 0.02 | 0.01 | lasso | 4 | 0.01 | 1.8e-05 | 6.39 | 5.7 | 9.4e-09 | 0.07 | 0.99 | 0.00 | FALSE |
40 | ROSMAP | Brain Pre-frontal Cortex | TRIT1 | 0.24 | 0.07 | lasso | 9 | 0.14 | 1.3e-17 | -3.18 | 8.1 | 8.3e-16 | 0.54 | 0.98 | 0.02 | TRUE |
41 | ROSMAP | Brain Pre-frontal Cortex | PPT1 | 0.10 | 0.05 | enet | 29 | 0.07 | 1.9e-09 | 6.15 | 5.2 | 1.9e-07 | 0.06 | 1.00 | 0.00 | FALSE |
42 | YFS | Blood | NFYC | 0.04 | 0.02 | blup | 429 | 0.03 | 6.8e-10 | -2.16 | 5.5 | 4.0e-08 | 0.12 | 1.00 | 0.00 | FALSE |
43 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PPT1 | 0.03 | 0.02 | blup | 57 | 0.02 | 7.6e-05 | 6.42 | 5.6 | 2.4e-08 | 0.02 | 0.03 | 0.97 | FALSE |
44 | The Cancer Genome Atlas | Colon Adenocarcinoma | PPT1 | 0.06 | 0.03 | blup | 57 | 0.02 | 2.2e-02 | 6.39 | 7.0 | 3.6e-12 | 0.11 | 0.02 | 0.73 | FALSE |
45 | The Cancer Genome Atlas | Esophageal Carcinoma | PPT1 | 0.10 | 0.03 | blup | 57 | 0.06 | 6.5e-03 | 3.09 | 5.3 | 1.4e-07 | 0.04 | 0.02 | 0.47 | FALSE |
46 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PPT1 | 0.06 | 0.01 | blup | 57 | 0.02 | 6.3e-03 | 6.14 | 5.7 | 1.1e-08 | 0.10 | 0.04 | 0.65 | FALSE |
47 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PPT1 | 0.05 | 0.04 | lasso | 2 | 0.03 | 1.1e-04 | 5.53 | 6.1 | 8.1e-10 | 0.09 | 0.13 | 0.25 | FALSE |
48 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PPT1 | 0.12 | 0.04 | enet | 9 | 0.07 | 1.1e-08 | 6.15 | 6.3 | 3.1e-10 | 0.05 | 0.05 | 0.95 | FALSE |
49 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TRIT1 | 0.24 | 0.21 | enet | 15 | 0.23 | 2.7e-25 | -3.18 | 5.3 | 1.2e-07 | 0.24 | 1.00 | 0.00 | FALSE |
50 | The Cancer Genome Atlas | Lung Adenocarcinoma | CTPS | 0.06 | 0.00 | enet | 14 | 0.02 | 3.3e-03 | 3.94 | 6.0 | 1.7e-09 | 0.02 | 0.04 | 0.04 | FALSE |
51 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | TRIT1 | 0.16 | 0.09 | blup | 59 | 0.08 | 4.4e-04 | -3.18 | 5.5 | 3.9e-08 | 0.33 | 0.06 | 0.05 | FALSE |
52 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PPT1 | 0.04 | 0.08 | lasso | 3 | 0.07 | 1.5e-07 | 6.12 | 6.2 | 6.6e-10 | 0.11 | 0.06 | 0.94 | FALSE |
53 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SCMH1 | 0.03 | 0.03 | lasso | 2 | 0.02 | 6.2e-03 | -5.97 | 6.0 | 2.4e-09 | -0.01 | 0.04 | 0.76 | FALSE |
54 | The Cancer Genome Atlas | Rectum Adenocarcinoma | PPT1 | 0.19 | 0.15 | enet | 10 | 0.12 | 9.3e-04 | 6.39 | 6.5 | 7.5e-11 | 0.08 | 0.02 | 0.87 | FALSE |
55 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | PPT1 | 0.08 | 0.00 | blup | 57 | 0.04 | 1.7e-02 | 6.51 | 7.3 | 3.9e-13 | 0.10 | 0.02 | 0.52 | FALSE |
56 | The Cancer Genome Atlas | Thyroid Carcinoma | MFSD2A | 0.08 | 0.02 | enet | 10 | 0.06 | 1.2e-06 | -4.27 | -9.9 | 6.0e-23 | -0.74 | 0.01 | 0.98 | TRUE |
57 | The Cancer Genome Atlas | Thyroid Carcinoma | PPT1 | 0.07 | 0.07 | lasso | 3 | 0.07 | 1.4e-07 | 6.12 | 6.3 | 4.0e-10 | 0.12 | 0.11 | 0.89 | FALSE |
58 | The Cancer Genome Atlas | Thyroid Carcinoma | SCMH1 | 0.07 | 0.08 | blup | 97 | 0.07 | 2.5e-07 | -5.15 | 7.1 | 1.0e-12 | -0.02 | 0.37 | 0.63 | TRUE |