Best TWAS P=1.01e-15 · Best GWAS P=5.01e-14 conditioned to 0.00292
# | 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 | LRRN2 | 0.07 | 0.00 | bslmm | 665 | 0.01 | 8.1e-03 | -2.1 | -6.1 | 9.3e-10 | -0.14 | 0.11 | 0.04 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | RAB7L1 | 0.07 | 0.03 | enet | 16 | 0.05 | 4.1e-07 | -6.2 | 5.7 | 1.2e-08 | 0.00 | 0.00 | 1.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | RAB7L1 | 0.20 | 0.09 | lasso | 4 | 0.18 | 7.6e-15 | -5.2 | 5.7 | 1.0e-08 | -0.01 | 0.05 | 0.95 | FALSE |
4 | GTEx | Adipose Subcutaneous | MDM4 | 0.09 | 0.02 | lasso | 4 | 0.02 | 4.3e-03 | -6.7 | -6.6 | 4.5e-11 | -0.35 | 0.47 | 0.49 | FALSE |
5 | GTEx | Artery Aorta | NUCKS1 | 0.14 | 0.11 | lasso | 3 | 0.08 | 3.7e-05 | 4.9 | -5.7 | 1.4e-08 | -0.03 | 0.02 | 0.98 | FALSE |
6 | GTEx | Artery Aorta | RAB7L1 | 0.43 | 0.20 | lasso | 8 | 0.29 | 1.9e-16 | -5.7 | 6.3 | 3.4e-10 | 0.00 | 0.01 | 0.99 | FALSE |
7 | GTEx | Artery Tibial | RAB7L1 | 0.29 | 0.27 | lasso | 9 | 0.31 | 9.7e-25 | -5.7 | 5.7 | 9.6e-09 | -0.01 | 0.01 | 0.99 | FALSE |
8 | GTEx | Brain Caudate basal ganglia | NUCKS1 | 0.25 | 0.24 | lasso | 3 | 0.25 | 8.1e-08 | -5.7 | 5.9 | 3.5e-09 | 0.00 | 0.01 | 0.98 | FALSE |
9 | GTEx | Breast Mammary Tissue | RAB7L1 | 0.15 | 0.15 | lasso | 5 | 0.16 | 1.5e-08 | -5.2 | 5.7 | 1.2e-08 | 0.00 | 0.05 | 0.95 | FALSE |
10 | GTEx | Cells Transformed fibroblasts | RAB7L1 | 0.30 | 0.23 | enet | 19 | 0.36 | 8.6e-28 | -3.5 | 5.6 | 2.1e-08 | 0.03 | 0.03 | 0.97 | FALSE |
11 | GTEx | Colon Transverse | RAB7L1 | 0.14 | 0.05 | lasso | 5 | 0.04 | 7.7e-03 | -4.6 | 5.6 | 2.7e-08 | 0.01 | 0.02 | 0.87 | FALSE |
12 | GTEx | Esophagus Mucosa | NUCKS1 | 0.12 | 0.11 | enet | 6 | 0.06 | 7.2e-05 | -5.7 | -5.8 | 7.3e-09 | -0.01 | 0.01 | 0.99 | FALSE |
13 | GTEx | Esophagus Mucosa | PIK3C2B | 0.18 | 0.16 | lasso | 4 | 0.15 | 1.8e-10 | 7.3 | 7.1 | 1.3e-12 | 0.96 | 0.01 | 0.99 | FALSE |
14 | GTEx | Esophagus Muscularis | RAB7L1 | 0.27 | 0.30 | lasso | 4 | 0.33 | 9.4e-21 | -5.2 | 6.2 | 6.9e-10 | 0.01 | 0.04 | 0.96 | FALSE |
15 | GTEx | Esophagus Muscularis | MDM4 | 0.14 | 0.05 | lasso | 4 | 0.05 | 8.6e-04 | -6.7 | -6.9 | 5.5e-12 | -0.36 | 0.38 | 0.54 | FALSE |
16 | GTEx | Heart Atrial Appendage | NUCKS1 | 0.12 | 0.14 | enet | 4 | 0.08 | 1.7e-04 | -5.7 | -5.8 | 8.7e-09 | -0.01 | 0.01 | 0.98 | FALSE |
17 | GTEx | Heart Atrial Appendage | RAB7L1 | 0.20 | 0.17 | enet | 12 | 0.14 | 4.9e-07 | -5.7 | 5.7 | 1.1e-08 | 0.01 | 0.01 | 0.99 | FALSE |
18 | GTEx | Heart Left Ventricle | RAB7L1 | 0.33 | 0.09 | lasso | 10 | 0.22 | 4.8e-12 | -5.3 | 5.2 | 2.4e-07 | 0.01 | 0.03 | 0.97 | FALSE |
19 | GTEx | Lung | RAB7L1 | 0.34 | 0.19 | enet | 53 | 0.31 | 7.5e-24 | -5.3 | 5.3 | 1.1e-07 | 0.02 | 0.05 | 0.95 | FALSE |
20 | GTEx | Muscle Skeletal | RAB7L1 | 0.16 | 0.14 | lasso | 8 | 0.15 | 2.9e-14 | -5.2 | 5.9 | 3.4e-09 | 0.01 | 0.07 | 0.93 | FALSE |
21 | GTEx | Nerve Tibial | MDM4 | 0.11 | 0.09 | lasso | 1 | 0.07 | 1.6e-05 | -6.7 | -6.7 | 2.5e-11 | -0.34 | 0.44 | 0.52 | FALSE |
22 | GTEx | Pancreas | NUCKS1 | 0.16 | 0.00 | lasso | 4 | 0.00 | 4.5e-01 | -5.9 | -5.7 | 9.0e-09 | -0.01 | 0.01 | 0.88 | FALSE |
23 | GTEx | Skin Not Sun Exposed Suprapubic | RAB7L1 | 0.21 | 0.16 | enet | 17 | 0.17 | 1.8e-09 | -5.2 | 5.2 | 2.2e-07 | 0.00 | 0.05 | 0.95 | FALSE |
24 | GTEx | Skin Sun Exposed Lower leg | RAB7L1 | 0.18 | 0.20 | lasso | 3 | 0.22 | 2.1e-18 | -5.2 | 5.6 | 2.8e-08 | 0.01 | 0.06 | 0.93 | FALSE |
25 | GTEx | Skin Sun Exposed Lower leg | PIK3C2B | 0.20 | 0.08 | enet | 23 | 0.12 | 6.4e-10 | 7.0 | -7.2 | 5.9e-13 | -0.72 | 0.13 | 0.87 | FALSE |
26 | GTEx | Stomach | RAB7L1 | 0.22 | 0.11 | lasso | 5 | 0.12 | 2.7e-06 | -4.6 | 5.8 | 6.9e-09 | 0.01 | 0.05 | 0.93 | FALSE |
27 | GTEx | Testis | RAB7L1 | 0.41 | 0.21 | lasso | 13 | 0.26 | 9.2e-12 | -5.2 | 6.3 | 3.6e-10 | 0.00 | 0.05 | 0.95 | FALSE |
28 | GTEx | Testis | PIK3C2B | 0.17 | 0.09 | lasso | 5 | 0.03 | 1.5e-02 | -6.7 | -6.8 | 1.4e-11 | -0.29 | 0.37 | 0.45 | FALSE |
29 | GTEx | Thyroid | RAB7L1 | 0.23 | 0.15 | lasso | 6 | 0.15 | 1.3e-11 | -5.2 | 5.5 | 4.7e-08 | 0.00 | 0.07 | 0.93 | FALSE |
30 | METSIM | Adipose | NUCKS1 | 0.05 | 0.02 | lasso | 6 | 0.01 | 4.3e-03 | 4.2 | -5.5 | 4.6e-08 | -0.02 | 0.02 | 0.97 | FALSE |
31 | YFS | Blood | MDM4 | 0.12 | 0.08 | bslmm | 636 | 0.12 | 2.0e-36 | 7.3 | 8.0 | 1.0e-15 | 0.68 | 0.02 | 0.98 | TRUE |
32 | YFS | Blood | NUCKS1 | 0.15 | 0.24 | lasso | 4 | 0.25 | 1.4e-80 | 4.5 | -5.2 | 1.8e-07 | -0.02 | 0.91 | 0.09 | FALSE |
33 | YFS | Blood | RAB7L1 | 0.06 | 0.07 | lasso | 6 | 0.06 | 1.1e-19 | -5.7 | 5.8 | 5.3e-09 | 0.01 | 0.02 | 0.98 | FALSE |
34 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | RAB7L1 | 0.11 | 0.07 | blup | 46 | 0.07 | 1.4e-06 | -6.2 | 6.4 | 1.5e-10 | -0.01 | 0.00 | 1.00 | TRUE |
35 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RAB7L1 | 0.02 | 0.02 | enet | 5 | 0.02 | 3.1e-04 | -4.6 | 5.2 | 2.3e-07 | 0.01 | 0.01 | 0.98 | FALSE |
36 | The Cancer Genome Atlas | Colon Adenocarcinoma | RAB7L1 | 0.17 | 0.14 | blup | 46 | 0.14 | 1.7e-08 | 4.2 | 5.3 | 1.5e-07 | 0.03 | 0.39 | 0.60 | FALSE |
37 | The Cancer Genome Atlas | Esophageal Carcinoma | RAB7L1 | 0.14 | 0.03 | blup | 46 | 0.07 | 2.5e-03 | -5.2 | 6.0 | 1.5e-09 | 0.00 | 0.01 | 0.80 | FALSE |
38 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | RAB7L1 | 0.09 | 0.13 | lasso | 6 | 0.13 | 3.6e-14 | -6.2 | 6.0 | 2.2e-09 | 0.02 | 0.00 | 1.00 | FALSE |
39 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | RAB7L1 | 0.09 | 0.08 | enet | 11 | 0.08 | 1.7e-09 | -5.7 | 5.2 | 2.2e-07 | 0.04 | 0.02 | 0.98 | FALSE |
40 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MDM4 | 0.02 | 0.03 | enet | 4 | 0.03 | 5.5e-04 | -6.9 | -7.0 | 2.6e-12 | -0.30 | 0.13 | 0.80 | FALSE |
41 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RAB7L1 | 0.09 | 0.08 | lasso | 2 | 0.07 | 1.1e-08 | -5.7 | 5.7 | 9.4e-09 | 0.00 | 0.02 | 0.98 | FALSE |
42 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | DSTYK | 0.06 | 0.00 | blup | 67 | 0.02 | 1.2e-03 | -3.9 | 5.6 | 2.7e-08 | 0.02 | 0.01 | 0.03 | TRUE |
43 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | RAB7L1 | 0.09 | 0.04 | blup | 46 | 0.04 | 1.2e-02 | -5.7 | 6.0 | 1.9e-09 | 0.02 | 0.01 | 0.93 | FALSE |
44 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | RAB7L1 | 0.17 | 0.13 | lasso | 2 | 0.11 | 4.4e-05 | -5.7 | 5.7 | 1.3e-08 | 0.00 | 0.02 | 0.93 | FALSE |
45 | The Cancer Genome Atlas | Prostate Adenocarcinoma | RAB7L1 | 0.12 | 0.12 | lasso | 2 | 0.12 | 3.8e-12 | -5.7 | 6.1 | 1.2e-09 | 0.01 | 0.01 | 0.99 | FALSE |
46 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | MDM4 | 0.53 | 0.01 | lasso | 7 | 0.05 | 1.5e-02 | 4.3 | -6.7 | 2.2e-11 | -0.30 | 0.03 | 0.08 | FALSE |
47 | The Cancer Genome Atlas | Stomach Adenocarcinoma | RAB7L1 | 0.07 | 0.04 | blup | 46 | 0.07 | 1.2e-05 | 3.0 | 6.1 | 1.3e-09 | 0.02 | 0.00 | 0.99 | FALSE |
48 | The Cancer Genome Atlas | Thyroid Carcinoma | MDM4 | 0.05 | 0.06 | lasso | 1 | 0.04 | 1.6e-04 | -6.7 | -6.7 | 2.5e-11 | -0.34 | 0.31 | 0.64 | FALSE |
49 | The Cancer Genome Atlas | Thyroid Carcinoma | RAB7L1 | 0.13 | 0.17 | enet | 15 | 0.21 | 3.6e-20 | -5.7 | 5.7 | 1.1e-08 | 0.02 | 0.04 | 0.96 | FALSE |
50 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | NUCKS1 | 0.11 | 0.02 | blup | 58 | 0.09 | 1.9e-03 | -4.6 | -5.6 | 2.0e-08 | -0.01 | 0.01 | 0.77 | FALSE |