Best TWAS P=3.79e-24 · Best GWAS P=4.6e-27 conditioned to 0.00372
# | 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 | TRIP4 | 0.07 | 0.06 | bslmm | 316 | 0.06 | 2.2e-07 | -6.69 | -6.7 | 2.5e-11 | 0.27 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | TRIP4 | 0.12 | 0.08 | lasso | 2 | 0.06 | 5.6e-06 | -7.19 | -6.8 | 8.8e-12 | 0.39 | 0.99 | 0.00 | FALSE |
3 | GTEx | Adipose Visceral Omentum | TRIP4 | 0.13 | 0.09 | lasso | 2 | 0.06 | 5.9e-04 | -7.19 | -7.2 | 8.1e-13 | 0.43 | 0.53 | 0.09 | FALSE |
4 | GTEx | Adrenal Gland | TRIP4 | 0.09 | 0.02 | lasso | 6 | 0.00 | 2.9e-01 | -6.08 | -8.9 | 5.6e-19 | 0.72 | 0.10 | 0.23 | FALSE |
5 | GTEx | Brain Caudate basal ganglia | TRIP4 | 0.18 | 0.05 | lasso | 5 | 0.07 | 3.7e-03 | -7.19 | -5.6 | 1.8e-08 | 0.26 | 0.31 | 0.11 | FALSE |
6 | GTEx | Brain Nucleus accumbens basal ganglia | TRIP4 | 0.22 | 0.09 | lasso | 3 | 0.06 | 8.4e-03 | -7.19 | -7.0 | 1.8e-12 | 0.42 | 0.11 | 0.23 | FALSE |
7 | GTEx | Breast Mammary Tissue | TRIP4 | 0.14 | 0.05 | enet | 6 | 0.03 | 6.9e-03 | -7.23 | -6.5 | 8.3e-11 | 0.32 | 0.88 | 0.02 | FALSE |
8 | GTEx | Breast Mammary Tissue (Female) | SNX1 | 0.04 | -0.01 | lasso | 3 | 0.04 | 3.0e-02 | -10.04 | -10.0 | 1.1e-23 | 0.65 | 0.03 | 0.09 | FALSE |
9 | GTEx | Cells EBV-transformed lymphocytes | SNX1 | 0.26 | 0.24 | enet | 8 | 0.23 | 4.6e-08 | -4.22 | -5.4 | 7.0e-08 | 0.14 | 0.77 | 0.04 | TRUE |
10 | GTEx | Cells EBV-transformed lymphocytes | TRIP4 | 0.17 | 0.21 | lasso | 3 | 0.16 | 4.7e-06 | -7.19 | -7.1 | 1.7e-12 | 0.39 | 0.58 | 0.11 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | TRIP4 | 0.47 | 0.36 | lasso | 3 | 0.47 | 1.7e-39 | -7.19 | -5.2 | 2.2e-07 | 0.20 | 1.00 | 0.00 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | RBPMS2 | 0.07 | 0.01 | lasso | 7 | 0.01 | 4.3e-02 | -6.08 | -7.0 | 2.7e-12 | 0.63 | 0.30 | 0.10 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | CSNK1G1 | 0.17 | 0.17 | lasso | 1 | 0.15 | 1.3e-11 | -10.14 | -10.1 | 3.8e-24 | 0.65 | 0.49 | 0.51 | TRUE |
14 | GTEx | Colon Transverse | TRIP4 | 0.12 | 0.10 | lasso | 2 | 0.08 | 9.8e-05 | -7.19 | -6.4 | 1.4e-10 | 0.33 | 0.90 | 0.01 | FALSE |
15 | GTEx | Esophagus Gastroesophageal Junction | TRIP4 | 0.17 | 0.14 | lasso | 6 | 0.15 | 3.4e-06 | -7.14 | -5.7 | 9.2e-09 | 0.24 | 0.76 | 0.02 | FALSE |
16 | GTEx | Esophagus Mucosa | TRIP4 | 0.15 | 0.08 | lasso | 6 | 0.12 | 1.6e-08 | -7.23 | -5.8 | 7.4e-09 | 0.28 | 1.00 | 0.00 | FALSE |
17 | GTEx | Esophagus Muscularis | TRIP4 | 0.17 | 0.18 | lasso | 10 | 0.16 | 7.3e-10 | -7.19 | -7.3 | 2.0e-13 | 0.45 | 1.00 | 0.00 | FALSE |
18 | GTEx | Heart Atrial Appendage | TRIP4 | 0.13 | 0.01 | lasso | 5 | 0.04 | 4.9e-03 | -7.26 | -8.0 | 1.0e-15 | 0.54 | 0.21 | 0.15 | FALSE |
19 | GTEx | Heart Left Ventricle | TRIP4 | 0.09 | 0.00 | enet | 8 | 0.02 | 1.9e-02 | -7.22 | -7.7 | 1.3e-14 | 0.60 | 0.21 | 0.17 | FALSE |
20 | GTEx | Lung | TRIP4 | 0.15 | 0.05 | enet | 26 | 0.14 | 1.2e-10 | -7.23 | -7.8 | 6.5e-15 | 0.50 | 0.86 | 0.13 | FALSE |
21 | GTEx | Muscle Skeletal | TRIP4 | 0.03 | 0.01 | enet | 3 | 0.01 | 1.5e-02 | -7.19 | -7.1 | 1.2e-12 | 0.32 | 0.44 | 0.12 | FALSE |
22 | GTEx | Nerve Tibial | TRIP4 | 0.09 | 0.08 | lasso | 2 | 0.07 | 8.9e-06 | -7.19 | -7.0 | 3.6e-12 | 0.40 | 0.98 | 0.00 | FALSE |
23 | GTEx | Skin Not Sun Exposed Suprapubic | TRIP4 | 0.11 | 0.04 | lasso | 2 | 0.04 | 2.5e-03 | -7.19 | -6.7 | 1.9e-11 | 0.36 | 0.21 | 0.10 | FALSE |
24 | GTEx | Skin Sun Exposed Lower leg | TRIP4 | 0.11 | 0.06 | lasso | 5 | 0.05 | 2.4e-05 | -7.19 | -6.5 | 7.0e-11 | 0.32 | 0.69 | 0.25 | FALSE |
25 | GTEx | Testis | TRIP4 | 0.12 | 0.06 | lasso | 5 | 0.06 | 1.6e-03 | -7.14 | -6.0 | 1.5e-09 | 0.29 | 0.16 | 0.06 | FALSE |
26 | GTEx | Whole Blood | SNX1 | 0.09 | 0.02 | lasso | 2 | 0.02 | 1.3e-02 | -4.01 | -5.8 | 8.6e-09 | 0.34 | 0.11 | 0.03 | FALSE |
27 | GTEx | Whole Blood | RBPMS2 | 0.32 | 0.25 | lasso | 12 | 0.24 | 5.9e-22 | -7.40 | -7.6 | 2.4e-14 | 0.74 | 1.00 | 0.00 | FALSE |
28 | METSIM | Adipose | MTFMT | 0.03 | 0.01 | bslmm | 305 | 0.01 | 2.6e-02 | -1.73 | -5.4 | 6.9e-08 | 0.16 | 0.15 | 0.20 | FALSE |
29 | METSIM | Adipose | SNX1 | 0.04 | 0.03 | enet | 27 | 0.03 | 1.3e-05 | -7.24 | -7.5 | 5.1e-14 | 0.41 | 0.98 | 0.02 | FALSE |
30 | METSIM | Adipose | TRIP4 | 0.10 | 0.18 | lasso | 12 | 0.18 | 9.0e-26 | -7.24 | -7.1 | 9.7e-13 | 0.39 | 1.00 | 0.00 | FALSE |
31 | NTR | Blood | RBPMS2 | 0.09 | 0.18 | bslmm | 276 | 0.18 | 1.2e-56 | -7.50 | -7.4 | 1.3e-13 | 0.76 | 1.00 | 0.00 | FALSE |
32 | NTR | Blood | SNX1 | 0.03 | 0.02 | lasso | 1 | 0.02 | 6.7e-07 | -6.40 | -6.4 | 1.6e-10 | 0.40 | 0.98 | 0.01 | FALSE |
33 | YFS | Blood | CSNK1G1 | 0.01 | 0.00 | bslmm | 330 | 0.00 | 3.0e-02 | -8.91 | -7.1 | 1.2e-12 | 0.47 | 0.08 | 0.06 | FALSE |
34 | YFS | Blood | RBPMS2 | 0.16 | 0.29 | bslmm | 268 | 0.29 | 1.1e-96 | -7.52 | -7.4 | 1.3e-13 | 0.76 | 1.00 | 0.00 | FALSE |
35 | YFS | Blood | TRIP4 | 0.08 | 0.08 | blup | 301 | 0.08 | 2.0e-24 | -7.26 | -5.6 | 2.6e-08 | 0.26 | 1.00 | 0.00 | FALSE |
36 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | TRIP4 | 0.08 | 0.06 | enet | 5 | 0.06 | 1.0e-05 | -7.16 | -6.2 | 6.8e-10 | 0.29 | 0.91 | 0.04 | FALSE |
37 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TRIP4 | 0.10 | 0.05 | enet | 10 | 0.06 | 3.4e-12 | -7.23 | -6.0 | 2.7e-09 | 0.21 | 1.00 | 0.00 | FALSE |
38 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | TRIP4 | 0.05 | 0.01 | blup | 41 | 0.03 | 1.2e-02 | -10.10 | -9.9 | 3.7e-23 | 0.67 | 0.03 | 0.33 | FALSE |
39 | The Cancer Genome Atlas | Colon Adenocarcinoma | TRIP4 | 0.08 | 0.03 | blup | 41 | 0.04 | 1.3e-03 | -2.47 | -7.2 | 8.6e-13 | 0.40 | 0.12 | 0.11 | FALSE |
40 | The Cancer Genome Atlas | Glioblastoma Multiforme | SNX1 | 0.17 | 0.04 | blup | 34 | 0.04 | 2.0e-02 | -6.00 | -9.0 | 2.5e-19 | 0.59 | 0.02 | 0.24 | FALSE |
41 | The Cancer Genome Atlas | Glioblastoma Multiforme | TRIP4 | 0.37 | 0.21 | enet | 9 | 0.26 | 1.8e-08 | -7.24 | -5.8 | 8.7e-09 | 0.24 | 0.97 | 0.01 | FALSE |
42 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | RBPMS2 | 0.05 | 0.03 | lasso | 7 | 0.04 | 1.6e-05 | -7.65 | -6.8 | 8.8e-12 | 0.69 | 0.01 | 0.99 | FALSE |
43 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TRIP4 | 0.08 | 0.05 | enet | 10 | 0.07 | 3.3e-08 | -10.10 | -9.3 | 1.4e-20 | 0.65 | 0.50 | 0.49 | FALSE |
44 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SNX1 | 0.11 | 0.05 | blup | 34 | 0.05 | 1.7e-06 | -5.59 | -5.2 | 1.7e-07 | 0.29 | 0.70 | 0.26 | FALSE |
45 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TRIP4 | 0.16 | 0.08 | lasso | 5 | 0.08 | 2.3e-09 | -7.23 | -6.0 | 1.9e-09 | 0.26 | 1.00 | 0.00 | FALSE |
46 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RBPMS2 | 0.04 | 0.00 | blup | 33 | 0.02 | 5.0e-03 | -7.24 | -7.2 | 6.0e-13 | 0.45 | 0.02 | 0.21 | FALSE |
47 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TRIP4 | 0.04 | 0.02 | lasso | 4 | 0.01 | 1.7e-02 | -7.24 | -7.2 | 4.7e-13 | 0.40 | 0.29 | 0.03 | FALSE |
48 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | TRIP4 | 0.08 | 0.00 | enet | 9 | 0.05 | 3.3e-03 | -10.10 | -5.8 | 5.3e-09 | 0.47 | 0.02 | 0.15 | FALSE |
49 | The Cancer Genome Atlas | Lung Adenocarcinoma | TRIP4 | 0.10 | 0.07 | enet | 7 | 0.10 | 2.1e-11 | -2.47 | -6.7 | 2.6e-11 | 0.31 | 0.79 | 0.21 | FALSE |
50 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PPIB | 0.06 | 0.04 | lasso | 5 | 0.03 | 9.8e-05 | -9.36 | 9.2 | 2.7e-20 | -0.55 | 0.08 | 0.69 | FALSE |
51 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SNX22 | 0.04 | 0.03 | blup | 26 | 0.03 | 2.0e-04 | -9.36 | 7.8 | 7.2e-15 | -0.48 | 0.04 | 0.40 | FALSE |
52 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TRIP4 | 0.04 | 0.06 | lasso | 2 | 0.05 | 7.9e-07 | -7.24 | -7.2 | 4.5e-13 | 0.40 | 0.92 | 0.05 | FALSE |
53 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | TRIP4 | 0.06 | 0.04 | enet | 7 | 0.06 | 8.2e-05 | -7.24 | -7.2 | 5.1e-13 | 0.41 | 0.67 | 0.02 | FALSE |
54 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | TRIP4 | 0.16 | 0.04 | blup | 41 | 0.10 | 4.7e-05 | -10.07 | -6.4 | 1.3e-10 | 0.21 | 0.18 | 0.17 | FALSE |
55 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | TRIP4 | 0.21 | 0.15 | lasso | 9 | 0.12 | 1.2e-05 | -7.24 | -7.5 | 8.4e-14 | 0.43 | 0.64 | 0.07 | FALSE |
56 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TRIP4 | 0.13 | 0.07 | enet | 10 | 0.08 | 1.5e-08 | -7.24 | -6.6 | 3.8e-11 | 0.30 | 0.99 | 0.01 | FALSE |
57 | The Cancer Genome Atlas | Rectum Adenocarcinoma | SNX1 | 0.11 | 0.12 | blup | 34 | 0.13 | 7.2e-04 | -5.59 | -7.0 | 2.9e-12 | 0.52 | 0.05 | 0.26 | FALSE |
58 | The Cancer Genome Atlas | Soft Tissue Sarcoma | PIF1 | 0.16 | 0.02 | blup | 33 | 0.10 | 1.1e-06 | 0.17 | -5.2 | 1.6e-07 | 0.22 | 0.36 | 0.08 | FALSE |
59 | The Cancer Genome Atlas | Stomach Adenocarcinoma | SNX1 | 0.04 | 0.05 | enet | 8 | 0.04 | 1.1e-03 | -5.59 | -6.3 | 3.4e-10 | 0.37 | 0.08 | 0.07 | FALSE |
60 | The Cancer Genome Atlas | Stomach Adenocarcinoma | TRIP4 | 0.05 | 0.00 | enet | 6 | 0.03 | 1.9e-03 | -7.16 | -7.3 | 2.7e-13 | 0.45 | 0.04 | 0.13 | FALSE |
61 | The Cancer Genome Atlas | Thyroid Carcinoma | SNX1 | 0.09 | 0.13 | lasso | 5 | 0.12 | 5.8e-12 | -4.53 | -5.2 | 1.9e-07 | 0.40 | 1.00 | 0.00 | FALSE |
62 | The Cancer Genome Atlas | Thyroid Carcinoma | SNX22 | 0.05 | 0.07 | blup | 26 | 0.06 | 1.3e-06 | -4.53 | -6.9 | 4.1e-12 | 0.57 | 0.96 | 0.02 | FALSE |