Best TWAS P=1.33e-18 · Best GWAS P=3.44e-22 conditioned to 8.1e-05
# | 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 | SMG6 | 0.04 | 0.05 | lasso | 2 | 0.04 | 8.8e-06 | 7.29 | -7.7 | 1.9e-14 | -0.59 | 0.51 | 0.25 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | SRR | 0.27 | 0.48 | lasso | 1 | 0.48 | 3.5e-65 | -6.58 | 6.6 | 4.6e-11 | 0.49 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | SRR | 0.16 | 0.16 | lasso | 9 | 0.18 | 1.9e-14 | -7.70 | 7.3 | 2.9e-13 | 0.48 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Visceral Omentum | SRR | 0.29 | 0.26 | lasso | 5 | 0.25 | 1.8e-13 | -6.58 | 7.0 | 2.0e-12 | 0.52 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adrenal Gland | SRR | 0.38 | 0.37 | lasso | 6 | 0.38 | 8.1e-15 | -6.58 | 5.9 | 4.4e-09 | 0.40 | 1.00 | 0.00 | FALSE |
6 | GTEx | Artery Aorta | SRR | 0.33 | 0.33 | lasso | 2 | 0.32 | 6.1e-18 | -6.58 | 6.6 | 4.3e-11 | 0.47 | 1.00 | 0.00 | FALSE |
7 | GTEx | Artery Coronary | SRR | 0.44 | 0.28 | lasso | 8 | 0.26 | 2.5e-09 | -7.70 | 8.4 | 2.9e-17 | 0.58 | 0.89 | 0.10 | FALSE |
8 | GTEx | Artery Tibial | CRK | 0.19 | 0.14 | lasso | 6 | 0.18 | 3.5e-14 | -6.25 | -6.8 | 7.9e-12 | -0.04 | 0.01 | 0.99 | FALSE |
9 | GTEx | Artery Tibial | SRR | 0.22 | 0.23 | lasso | 4 | 0.24 | 3.9e-19 | -7.70 | 7.8 | 5.5e-15 | 0.58 | 1.00 | 0.00 | FALSE |
10 | GTEx | Brain Caudate basal ganglia | SRR | 0.26 | 0.03 | lasso | 3 | 0.02 | 8.6e-02 | -8.88 | 8.8 | 1.6e-18 | 0.68 | 0.07 | 0.50 | FALSE |
11 | GTEx | Brain Cerebellar Hemisphere | SRR | 0.37 | 0.24 | lasso | 7 | 0.22 | 2.1e-06 | -6.58 | 7.8 | 8.2e-15 | 0.56 | 0.29 | 0.55 | FALSE |
12 | GTEx | Brain Cerebellum | SMG6 | 0.24 | 0.03 | enet | 16 | 0.05 | 1.3e-02 | -5.79 | -8.6 | 1.2e-17 | -0.61 | 0.08 | 0.23 | FALSE |
13 | GTEx | Brain Cerebellum | SRR | 0.26 | 0.20 | lasso | 3 | 0.21 | 8.7e-07 | -6.58 | 6.6 | 3.3e-11 | 0.43 | 0.30 | 0.26 | FALSE |
14 | GTEx | Brain Cortex | CRK | 0.29 | 0.01 | enet | 13 | 0.01 | 1.7e-01 | -5.72 | -6.5 | 6.7e-11 | -0.08 | 0.03 | 0.66 | FALSE |
15 | GTEx | Brain Frontal Cortex BA9 | SRR | 0.25 | 0.24 | lasso | 3 | 0.21 | 3.5e-06 | -6.58 | 6.4 | 1.5e-10 | 0.45 | 0.26 | 0.10 | FALSE |
16 | GTEx | Breast Mammary Tissue | SRR | 0.20 | 0.21 | lasso | 3 | 0.20 | 8.2e-11 | -7.61 | 8.1 | 5.9e-16 | 0.56 | 1.00 | 0.00 | FALSE |
17 | GTEx | Breast Mammary Tissue (Female) | SRR | 0.24 | 0.25 | lasso | 3 | 0.21 | 6.3e-07 | -7.61 | 7.6 | 2.5e-14 | 0.53 | 0.70 | 0.13 | FALSE |
18 | GTEx | Cells EBV-transformed lymphocytes | SRR | 0.39 | 0.34 | lasso | 5 | 0.35 | 3.1e-12 | -6.58 | 7.0 | 3.7e-12 | 0.48 | 0.99 | 0.01 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | SRR | 0.36 | 0.38 | lasso | 4 | 0.38 | 8.2e-30 | -6.58 | 6.7 | 1.7e-11 | 0.49 | 1.00 | 0.00 | FALSE |
20 | GTEx | Colon Sigmoid | SRR | 0.32 | 0.35 | enet | 8 | 0.32 | 9.2e-12 | -6.58 | 7.4 | 1.9e-13 | 0.52 | 1.00 | 0.00 | FALSE |
21 | GTEx | Colon Transverse | SRR | 0.28 | 0.21 | lasso | 5 | 0.19 | 1.6e-09 | -6.58 | 6.7 | 1.9e-11 | 0.50 | 0.99 | 0.01 | FALSE |
22 | GTEx | Esophagus Gastroesophageal Junction | CRK | 0.24 | 0.08 | lasso | 4 | 0.06 | 4.2e-03 | -6.28 | -6.3 | 3.0e-10 | -0.06 | 0.01 | 0.92 | FALSE |
23 | GTEx | Esophagus Gastroesophageal Junction | SRR | 0.40 | 0.35 | lasso | 3 | 0.36 | 1.1e-13 | -6.58 | 6.7 | 2.5e-11 | 0.50 | 0.99 | 0.01 | FALSE |
24 | GTEx | Esophagus Mucosa | SRR | 0.23 | 0.24 | lasso | 5 | 0.24 | 2.0e-16 | -7.73 | 7.4 | 1.6e-13 | 0.49 | 1.00 | 0.00 | FALSE |
25 | GTEx | Esophagus Muscularis | CRK | 0.20 | 0.20 | enet | 16 | 0.21 | 4.0e-13 | -6.25 | -5.9 | 3.7e-09 | -0.04 | 0.01 | 0.99 | FALSE |
26 | GTEx | Esophagus Muscularis | SRR | 0.30 | 0.39 | lasso | 3 | 0.38 | 3.4e-24 | -6.58 | 6.8 | 1.1e-11 | 0.51 | 1.00 | 0.00 | FALSE |
27 | GTEx | Heart Atrial Appendage | SRR | 0.35 | 0.30 | lasso | 7 | 0.29 | 1.4e-13 | -7.73 | 8.8 | 1.7e-18 | 0.64 | 0.92 | 0.08 | FALSE |
28 | GTEx | Heart Left Ventricle | SRR | 0.15 | 0.16 | lasso | 3 | 0.13 | 2.9e-07 | -6.58 | 6.5 | 1.0e-10 | 0.47 | 0.60 | 0.38 | FALSE |
29 | GTEx | Liver | SRR | 0.31 | 0.00 | lasso | 7 | 0.00 | 3.0e-01 | -0.16 | 7.4 | 1.6e-13 | 0.57 | 0.04 | 0.50 | FALSE |
30 | GTEx | Lung | SRR | 0.24 | 0.28 | lasso | 2 | 0.26 | 3.4e-20 | -6.58 | 6.8 | 7.6e-12 | 0.51 | 1.00 | 0.00 | FALSE |
31 | GTEx | Lung | RP1-59D14.5 | 0.25 | 0.00 | enet | 34 | 0.02 | 1.9e-02 | 3.19 | 5.6 | 2.0e-08 | 0.11 | 0.07 | 0.04 | FALSE |
32 | GTEx | Muscle Skeletal | PAFAH1B1 | 0.17 | 0.05 | lasso | 7 | 0.04 | 6.5e-05 | 5.45 | 6.0 | 2.4e-09 | 0.12 | 0.92 | 0.00 | TRUE |
33 | GTEx | Muscle Skeletal | METTL16 | 0.19 | 0.06 | enet | 22 | 0.07 | 1.0e-07 | 4.21 | 6.0 | 1.8e-09 | 0.30 | 0.90 | 0.01 | FALSE |
34 | GTEx | Muscle Skeletal | SRR | 0.27 | 0.27 | lasso | 6 | 0.27 | 7.1e-27 | -6.58 | 7.0 | 2.3e-12 | 0.52 | 1.00 | 0.00 | FALSE |
35 | GTEx | Nerve Tibial | CRK | 0.23 | 0.12 | lasso | 6 | 0.17 | 2.5e-12 | -6.28 | -7.0 | 3.5e-12 | -0.05 | 0.01 | 0.99 | FALSE |
36 | GTEx | Nerve Tibial | SRR | 0.15 | 0.13 | lasso | 3 | 0.13 | 2.9e-09 | -7.70 | 8.2 | 1.9e-16 | 0.59 | 0.97 | 0.03 | FALSE |
37 | GTEx | Pancreas | SRR | 0.13 | 0.17 | lasso | 3 | 0.15 | 5.2e-07 | -7.73 | 7.4 | 1.8e-13 | 0.52 | 0.93 | 0.03 | FALSE |
38 | GTEx | Skin Not Sun Exposed Suprapubic | SRR | 0.18 | 0.16 | enet | 18 | 0.19 | 7.9e-11 | -6.58 | 6.9 | 4.7e-12 | 0.49 | 0.96 | 0.02 | FALSE |
39 | GTEx | Skin Sun Exposed Lower leg | SRR | 0.13 | 0.15 | lasso | 4 | 0.14 | 2.0e-11 | -6.58 | 7.4 | 1.2e-13 | 0.58 | 0.87 | 0.13 | FALSE |
40 | GTEx | Small Intestine Terminal Ileum | WDR81 | 0.55 | -0.01 | enet | 53 | 0.02 | 1.2e-01 | -4.26 | 5.2 | 2.5e-07 | 0.12 | 0.06 | 0.05 | TRUE |
41 | GTEx | Spleen | SRR | 0.21 | 0.10 | lasso | 4 | 0.04 | 3.1e-02 | -6.58 | 6.7 | 1.9e-11 | 0.52 | 0.12 | 0.13 | FALSE |
42 | GTEx | Stomach | CRK | 0.18 | 0.06 | lasso | 5 | 0.08 | 1.8e-04 | 6.43 | -7.4 | 1.7e-13 | -0.05 | 0.00 | 0.99 | TRUE |
43 | GTEx | Stomach | SRR | 0.27 | 0.30 | lasso | 7 | 0.28 | 7.1e-14 | -7.67 | 7.7 | 1.2e-14 | 0.54 | 1.00 | 0.00 | FALSE |
44 | GTEx | Testis | SRR | 0.13 | 0.12 | lasso | 2 | 0.09 | 6.6e-05 | -6.20 | 6.5 | 1.1e-10 | 0.49 | 0.48 | 0.18 | FALSE |
45 | GTEx | Thyroid | YWHAE | 0.10 | 0.01 | lasso | 5 | 0.01 | 4.9e-02 | -5.72 | -6.8 | 7.3e-12 | -0.03 | 0.01 | 0.95 | FALSE |
46 | GTEx | Thyroid | CRK | 0.12 | 0.05 | enet | 10 | 0.10 | 5.9e-08 | -5.41 | -5.6 | 2.6e-08 | -0.02 | 0.01 | 0.99 | FALSE |
47 | GTEx | Thyroid | SRR | 0.26 | 0.27 | lasso | 4 | 0.25 | 2.0e-19 | -6.58 | 6.7 | 2.2e-11 | 0.50 | 1.00 | 0.00 | FALSE |
48 | GTEx | Vagina | SRR | 0.18 | 0.13 | lasso | 2 | 0.11 | 1.6e-03 | -7.39 | 8.1 | 6.9e-16 | 0.63 | 0.05 | 0.60 | FALSE |
49 | GTEx | Whole Blood | SRR | 0.09 | 0.03 | enet | 8 | 0.02 | 4.5e-03 | -6.58 | 8.4 | 4.0e-17 | 0.67 | 0.07 | 0.91 | FALSE |
50 | METSIM | Adipose | AC006435.1 | 0.11 | 0.05 | lasso | 11 | 0.07 | 9.4e-11 | 4.25 | -6.5 | 5.6e-11 | -0.27 | 0.99 | 0.00 | FALSE |
51 | METSIM | Adipose | SRR | 0.07 | 0.07 | enet | 21 | 0.06 | 4.4e-09 | -6.58 | 6.4 | 1.9e-10 | 0.44 | 1.00 | 0.00 | FALSE |
52 | ROSMAP | Brain Pre-frontal Cortex | PAFAH1B1 | 0.10 | 0.03 | enet | 19 | 0.06 | 1.1e-08 | 5.11 | 5.3 | 9.0e-08 | 0.07 | 0.99 | 0.00 | FALSE |
53 | ROSMAP | Brain Pre-frontal Cortex | SMG6 | 0.10 | 0.03 | blup | 520 | 0.04 | 4.0e-06 | 8.14 | -5.8 | 7.0e-09 | -0.32 | 0.71 | 0.21 | FALSE |
54 | ROSMAP | Brain Pre-frontal Cortex | CRK | 0.08 | 0.08 | lasso | 7 | 0.07 | 1.3e-09 | -6.20 | -6.2 | 7.5e-10 | -0.02 | 0.01 | 0.99 | FALSE |
55 | ROSMAP | Brain Pre-frontal Cortex | SRR | 0.25 | 0.39 | lasso | 3 | 0.39 | 5.6e-53 | -6.58 | 6.8 | 1.1e-11 | 0.49 | 1.00 | 0.00 | FALSE |
56 | YFS | Blood | PAFAH1B1 | 0.13 | 0.10 | enet | 31 | 0.09 | 6.1e-29 | -4.97 | -5.8 | 5.8e-09 | -0.07 | 1.00 | 0.00 | FALSE |
57 | YFS | Blood | SRR | 0.17 | 0.22 | lasso | 7 | 0.23 | 2.5e-72 | -6.58 | 7.3 | 2.0e-13 | 0.52 | 1.00 | 0.00 | FALSE |
58 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | SRR | 0.11 | 0.09 | lasso | 4 | 0.10 | 6.8e-09 | -6.58 | 7.1 | 1.7e-12 | 0.54 | 0.01 | 0.99 | FALSE |
59 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SRR | 0.16 | 0.16 | lasso | 5 | 0.16 | 2.3e-32 | -7.70 | 7.5 | 8.8e-14 | 0.51 | 0.00 | 1.00 | FALSE |
60 | The Cancer Genome Atlas | Colon Adenocarcinoma | SRR | 0.32 | 0.24 | lasso | 3 | 0.23 | 1.5e-13 | -6.58 | 6.3 | 2.1e-10 | 0.46 | 0.03 | 0.97 | FALSE |
61 | The Cancer Genome Atlas | Esophageal Carcinoma | SRR | 0.32 | 0.13 | lasso | 2 | 0.16 | 9.2e-06 | -6.20 | 6.2 | 5.4e-10 | 0.47 | 0.09 | 0.84 | FALSE |
62 | The Cancer Genome Atlas | Glioblastoma Multiforme | SRR | 0.24 | 0.16 | lasso | 1 | 0.13 | 9.0e-05 | -6.58 | 6.6 | 4.6e-11 | 0.49 | 0.00 | 0.96 | FALSE |
63 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SRR | 0.10 | 0.10 | lasso | 2 | 0.09 | 1.0e-10 | -6.58 | 7.0 | 3.0e-12 | 0.51 | 0.01 | 0.99 | FALSE |
64 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SRR | 0.30 | 0.40 | lasso | 7 | 0.39 | 8.5e-47 | -7.70 | 7.2 | 4.9e-13 | 0.49 | 0.00 | 1.00 | FALSE |
65 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SRR | 0.22 | 0.23 | lasso | 2 | 0.21 | 2.3e-12 | -6.58 | 6.7 | 2.0e-11 | 0.49 | 0.01 | 0.99 | FALSE |
66 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SRR | 0.29 | 0.26 | lasso | 2 | 0.27 | 1.9e-30 | -7.70 | 7.3 | 3.8e-13 | 0.52 | 0.00 | 1.00 | FALSE |
67 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | OVCA2 | 0.16 | 0.00 | blup | 47 | 0.00 | 6.7e-01 | -1.42 | 6.2 | 5.0e-10 | 0.37 | 0.01 | 0.04 | FALSE |
68 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | SRR | 0.08 | 0.09 | enet | 3 | 0.08 | 1.7e-04 | -6.58 | 7.0 | 2.5e-12 | 0.51 | 0.00 | 0.97 | FALSE |
69 | The Cancer Genome Atlas | Lung Adenocarcinoma | SRR | 0.14 | 0.18 | lasso | 2 | 0.18 | 4.3e-21 | -6.58 | 7.0 | 2.7e-12 | 0.51 | 0.01 | 0.99 | FALSE |
70 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SRR | 0.11 | 0.12 | lasso | 2 | 0.12 | 4.3e-13 | -6.58 | 6.5 | 6.3e-11 | 0.48 | 0.03 | 0.97 | FALSE |
71 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | SRR | 0.16 | 0.20 | lasso | 3 | 0.20 | 2.8e-13 | -7.73 | 7.6 | 3.7e-14 | 0.51 | 0.00 | 1.00 | FALSE |
72 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SRR | 0.34 | 0.30 | lasso | 4 | 0.30 | 2.9e-13 | -6.58 | 6.6 | 5.4e-11 | 0.49 | 0.01 | 0.99 | FALSE |
73 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | SRR | 0.27 | 0.19 | enet | 5 | 0.21 | 8.9e-09 | -7.73 | 7.3 | 2.0e-13 | 0.51 | 0.00 | 1.00 | FALSE |
74 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SMG6 | 0.04 | 0.01 | blup | 144 | 0.02 | 5.5e-03 | -6.00 | -8.8 | 1.3e-18 | -0.54 | 0.07 | 0.34 | TRUE |
75 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SRR | 0.30 | 0.35 | lasso | 3 | 0.36 | 7.5e-39 | -6.58 | 7.0 | 3.3e-12 | 0.50 | 0.01 | 0.99 | FALSE |
76 | The Cancer Genome Atlas | Rectum Adenocarcinoma | SRR | 0.52 | 0.32 | lasso | 3 | 0.40 | 1.7e-10 | -6.58 | 7.8 | 6.7e-15 | 0.56 | 0.00 | 0.99 | FALSE |
77 | The Cancer Genome Atlas | Soft Tissue Sarcoma | SRR | 0.20 | 0.18 | lasso | 2 | 0.20 | 8.8e-12 | -6.58 | 7.2 | 6.2e-13 | 0.52 | 0.00 | 1.00 | FALSE |
78 | The Cancer Genome Atlas | Stomach Adenocarcinoma | SRR | 0.21 | 0.15 | enet | 11 | 0.16 | 1.1e-11 | -7.70 | 7.4 | 1.3e-13 | 0.49 | 0.00 | 1.00 | FALSE |
79 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | SRR | 0.35 | 0.07 | enet | 11 | 0.14 | 1.1e-05 | -7.70 | 8.2 | 1.8e-16 | 0.60 | 0.00 | 0.99 | FALSE |
80 | The Cancer Genome Atlas | Thyroid Carcinoma | SRR | 0.56 | 0.50 | lasso | 4 | 0.50 | 5.2e-55 | -6.58 | 6.8 | 9.2e-12 | 0.48 | 0.77 | 0.23 | FALSE |