Best TWAS P=8.68e-34 · Best GWAS P=7.67e-40 conditioned to 0.000486
# | 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 | RPS26 | 0.48 | 0.62 | lasso | 5 | 0.63 | 5.9e-99 | 10.92 | 11.2 | 5.3e-29 | -0.04 | 1.00 | 0.00 | FALSE |
2 | GTEx | Artery Aorta | SUOX | 0.36 | 0.30 | lasso | 7 | 0.35 | 3.8e-20 | 10.94 | -10.7 | 1.3e-26 | 0.03 | 0.99 | 0.01 | FALSE |
3 | GTEx | Artery Tibial | LRP1 | 0.15 | 0.12 | lasso | 2 | 0.10 | 3.9e-08 | 6.00 | -5.8 | 5.9e-09 | 0.18 | 0.98 | 0.02 | FALSE |
4 | GTEx | Artery Tibial | SUOX | 0.18 | 0.14 | enet | 23 | 0.18 | 2.1e-14 | 11.06 | -9.8 | 1.1e-22 | 0.01 | 0.88 | 0.12 | FALSE |
5 | GTEx | Artery Tibial | RPS26 | 0.07 | 0.02 | enet | 5 | 0.01 | 3.5e-02 | 10.92 | 10.6 | 4.3e-26 | -0.04 | 0.15 | 0.48 | FALSE |
6 | GTEx | Brain Cerebellum | SUOX | 0.24 | 0.20 | lasso | 6 | 0.20 | 1.2e-06 | 10.94 | -10.0 | 2.3e-23 | 0.04 | 0.21 | 0.64 | FALSE |
7 | GTEx | Brain Cortex | SUOX | 0.16 | 0.11 | lasso | 4 | 0.10 | 1.1e-03 | 10.94 | -10.8 | 2.5e-27 | 0.04 | 0.04 | 0.58 | FALSE |
8 | GTEx | Brain Nucleus accumbens basal ganglia | SUOX | 0.18 | 0.08 | lasso | 4 | 0.10 | 1.1e-03 | 10.94 | -9.3 | 1.3e-20 | 0.04 | 0.05 | 0.56 | FALSE |
9 | GTEx | Breast Mammary Tissue | RPS26 | 0.29 | 0.05 | enet | 37 | 0.12 | 9.4e-07 | 10.92 | 9.0 | 2.1e-19 | -0.08 | 0.74 | 0.25 | FALSE |
10 | GTEx | Breast Mammary Tissue (Female) | RPS26 | 0.20 | 0.11 | lasso | 3 | 0.10 | 6.6e-04 | 10.94 | 10.2 | 2.9e-24 | -0.07 | 0.04 | 0.34 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | RPS26 | 0.11 | 0.08 | enet | 15 | 0.09 | 3.4e-07 | 10.16 | 10.3 | 5.2e-25 | -0.04 | 0.92 | 0.08 | FALSE |
12 | GTEx | Colon Sigmoid | ITGA7 | 0.17 | 0.00 | enet | 15 | 0.14 | 1.0e-05 | -0.60 | -5.2 | 2.6e-07 | 0.06 | 0.10 | 0.23 | FALSE |
13 | GTEx | Colon Sigmoid | SUOX | 0.23 | 0.18 | lasso | 4 | 0.15 | 7.9e-06 | 10.94 | -11.1 | 8.2e-29 | 0.04 | 0.07 | 0.92 | FALSE |
14 | GTEx | Colon Transverse | SUOX | 0.24 | 0.22 | enet | 24 | 0.25 | 3.8e-12 | 10.94 | -7.6 | 3.7e-14 | 0.01 | 0.96 | 0.03 | FALSE |
15 | GTEx | Esophagus Gastroesophageal Junction | SUOX | 0.20 | 0.16 | lasso | 5 | 0.19 | 2.7e-07 | 11.06 | -10.9 | 9.8e-28 | 0.04 | 0.22 | 0.76 | FALSE |
16 | GTEx | Esophagus Gastroesophageal Junction | WIBG | 0.16 | 0.02 | lasso | 5 | 0.04 | 1.9e-02 | -0.89 | -8.3 | 9.9e-17 | 0.00 | 0.03 | 0.52 | FALSE |
17 | GTEx | Esophagus Muscularis | LRP1 | 0.07 | 0.00 | enet | 12 | 0.00 | 3.6e-01 | 3.01 | -5.7 | 1.0e-08 | 0.24 | 0.10 | 0.12 | FALSE |
18 | GTEx | Esophagus Muscularis | SUOX | 0.24 | 0.19 | enet | 16 | 0.15 | 2.3e-09 | 10.94 | -10.5 | 6.2e-26 | 0.03 | 0.97 | 0.03 | FALSE |
19 | GTEx | Esophagus Muscularis | RPS26 | 0.19 | 0.06 | enet | 46 | 0.05 | 9.3e-04 | 10.92 | 8.0 | 1.5e-15 | -0.04 | 0.13 | 0.21 | FALSE |
20 | GTEx | Heart Atrial Appendage | SUOX | 0.09 | 0.10 | enet | 8 | 0.09 | 1.1e-04 | 10.92 | -10.7 | 1.3e-26 | 0.05 | 0.05 | 0.86 | FALSE |
21 | GTEx | Lung | SUOX | 0.34 | 0.23 | enet | 38 | 0.26 | 4.6e-20 | 10.94 | -7.8 | 7.7e-15 | 0.04 | 1.00 | 0.00 | FALSE |
22 | GTEx | Muscle Skeletal | RAB5B | 0.29 | 0.32 | lasso | 4 | 0.33 | 1.3e-33 | 12.05 | -12.1 | 9.2e-34 | 0.02 | 0.00 | 1.00 | TRUE |
23 | GTEx | Muscle Skeletal | SUOX | 0.11 | 0.04 | lasso | 7 | 0.04 | 4.4e-05 | 10.94 | -9.9 | 5.4e-23 | 0.04 | 0.24 | 0.69 | FALSE |
24 | GTEx | Muscle Skeletal | AC034102.1 | 0.28 | 0.31 | lasso | 4 | 0.31 | 2.3e-31 | 12.01 | -12.1 | 8.7e-34 | 0.02 | 0.00 | 1.00 | FALSE |
25 | GTEx | Nerve Tibial | SUOX | 0.34 | 0.30 | enet | 22 | 0.35 | 8.5e-26 | 10.94 | -10.0 | 1.8e-23 | 0.01 | 1.00 | 0.00 | FALSE |
26 | GTEx | Nerve Tibial | RPS26 | 0.12 | 0.09 | enet | 7 | 0.11 | 3.0e-08 | 8.33 | 8.9 | 6.1e-19 | -0.04 | 0.96 | 0.02 | FALSE |
27 | GTEx | Nerve Tibial | CNPY2 | 0.07 | 0.00 | enet | 21 | 0.00 | 3.2e-01 | 8.33 | -5.6 | 2.5e-08 | -0.06 | 0.08 | 0.21 | FALSE |
28 | GTEx | Ovary | SUOX | 0.23 | 0.14 | enet | 12 | 0.21 | 8.4e-06 | 11.06 | -9.9 | 5.2e-23 | 0.01 | 0.12 | 0.22 | FALSE |
29 | GTEx | Ovary | RPS26 | 0.50 | 0.24 | enet | 25 | 0.22 | 5.0e-06 | 10.05 | 9.2 | 2.7e-20 | -0.04 | 0.61 | 0.22 | FALSE |
30 | GTEx | Pancreas | SUOX | 0.30 | 0.20 | enet | 23 | 0.30 | 3.5e-13 | 11.06 | -8.1 | 6.4e-16 | -0.01 | 0.93 | 0.06 | FALSE |
31 | GTEx | Pituitary | SUOX | 0.44 | 0.13 | enet | 20 | 0.27 | 1.4e-07 | 10.16 | -6.2 | 6.5e-10 | 0.01 | 0.08 | 0.50 | FALSE |
32 | GTEx | Prostate | SUOX | 0.22 | 0.04 | enet | 11 | 0.05 | 2.3e-02 | 11.06 | -11.3 | 1.9e-29 | 0.04 | 0.03 | 0.82 | FALSE |
33 | GTEx | Skin Not Sun Exposed Suprapubic | SUOX | 0.10 | 0.14 | lasso | 2 | 0.12 | 2.5e-07 | 10.94 | -11.0 | 3.3e-28 | 0.04 | 0.07 | 0.92 | FALSE |
34 | GTEx | Skin Sun Exposed Lower leg | SUOX | 0.23 | 0.30 | lasso | 3 | 0.29 | 1.9e-24 | 10.94 | -11.2 | 4.1e-29 | 0.04 | 1.00 | 0.00 | FALSE |
35 | GTEx | Spleen | SUOX | 0.34 | 0.31 | enet | 15 | 0.28 | 5.4e-08 | 10.94 | -9.1 | 7.7e-20 | 0.01 | 0.22 | 0.61 | FALSE |
36 | GTEx | Stomach | SUOX | 0.15 | 0.17 | enet | 8 | 0.09 | 6.7e-05 | 10.94 | -10.8 | 2.5e-27 | 0.04 | 0.49 | 0.46 | FALSE |
37 | GTEx | Stomach | RPS26 | 0.16 | 0.08 | enet | 5 | 0.05 | 1.8e-03 | 10.94 | 10.1 | 4.2e-24 | -0.05 | 0.14 | 0.30 | FALSE |
38 | GTEx | Testis | SUOX | 0.27 | 0.18 | lasso | 14 | 0.18 | 1.4e-08 | 10.94 | -10.8 | 2.2e-27 | 0.04 | 0.24 | 0.75 | FALSE |
39 | GTEx | Testis | RPS26 | 0.11 | -0.01 | enet | 29 | 0.00 | 2.5e-01 | 2.08 | 5.4 | 7.8e-08 | -0.01 | 0.05 | 0.38 | FALSE |
40 | GTEx | Thyroid | SUOX | 0.37 | 0.40 | lasso | 7 | 0.38 | 5.4e-31 | 10.94 | -10.9 | 1.3e-27 | 0.04 | 1.00 | 0.00 | FALSE |
41 | GTEx | Whole Blood | SUOX | 0.07 | 0.01 | enet | 20 | 0.02 | 1.1e-02 | 10.92 | -10.0 | 9.5e-24 | 0.02 | 0.09 | 0.76 | FALSE |
42 | GTEx | Whole Blood | RPS26 | 0.05 | 0.05 | lasso | 1 | 0.05 | 3.4e-05 | 11.06 | 11.1 | 2.0e-28 | -0.05 | 0.04 | 0.94 | FALSE |
43 | METSIM | Adipose | IKZF4 | 0.04 | 0.04 | enet | 3 | 0.04 | 1.0e-06 | 10.05 | 10.3 | 1.0e-24 | -0.04 | 0.98 | 0.01 | FALSE |
44 | METSIM | Adipose | RPS26 | 0.30 | 0.40 | lasso | 5 | 0.41 | 7.2e-66 | 10.16 | 10.6 | 3.6e-26 | -0.04 | 1.00 | 0.00 | FALSE |
45 | METSIM | Adipose | SUOX | 0.04 | 0.01 | blup | 288 | 0.02 | 1.1e-03 | 10.05 | -7.7 | 1.1e-14 | 0.03 | 0.58 | 0.19 | FALSE |
46 | YFS | Blood | NFE2 | 0.02 | 0.02 | bslmm | 400 | 0.09 | 1.6e-28 | 4.71 | 7.8 | 5.6e-15 | -0.03 | 0.30 | 0.64 | TRUE |
47 | YFS | Blood | SUOX | 0.11 | 0.09 | bslmm | 269 | 0.09 | 3.4e-27 | 11.06 | -10.4 | 1.6e-25 | 0.03 | 1.00 | 0.00 | FALSE |
48 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | RPS26 | 0.14 | 0.22 | lasso | 2 | 0.23 | 4.8e-19 | 10.16 | 10.4 | 1.6e-25 | -0.04 | 0.99 | 0.01 | FALSE |
49 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RPS26 | 0.30 | 0.44 | enet | 10 | 0.45 | 5.2e-104 | 10.92 | 11.1 | 7.7e-29 | -0.03 | 1.00 | 0.00 | FALSE |
50 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | RPS26 | 0.23 | 0.40 | lasso | 2 | 0.39 | 1.5e-20 | 10.92 | 11.2 | 3.6e-29 | -0.03 | 0.68 | 0.32 | FALSE |
51 | The Cancer Genome Atlas | Colon Adenocarcinoma | RPS26 | 0.43 | 0.48 | lasso | 4 | 0.47 | 1.8e-30 | 10.92 | 11.3 | 1.3e-29 | -0.03 | 0.96 | 0.04 | FALSE |
52 | The Cancer Genome Atlas | Esophageal Carcinoma | RPS26 | 0.19 | 0.13 | lasso | 5 | 0.11 | 2.4e-04 | 10.92 | 11.2 | 3.8e-29 | -0.03 | 0.02 | 0.94 | FALSE |
53 | The Cancer Genome Atlas | Glioblastoma Multiforme | RPS26 | 0.41 | 0.38 | enet | 9 | 0.39 | 7.9e-13 | 10.16 | 10.5 | 7.0e-26 | -0.04 | 0.74 | 0.26 | FALSE |
54 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | RPS26 | 0.17 | 0.29 | lasso | 4 | 0.29 | 6.2e-33 | 10.16 | 10.5 | 7.7e-26 | -0.04 | 1.00 | 0.00 | FALSE |
55 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GPR182 | 0.07 | 0.00 | lasso | 2 | 0.00 | 8.8e-02 | -11.34 | -11.6 | 5.2e-31 | 0.75 | 0.00 | 0.89 | TRUE |
56 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | RPS26 | 0.50 | 0.45 | enet | 13 | 0.52 | 1.4e-67 | 10.16 | 9.4 | 7.3e-21 | -0.04 | 1.00 | 0.00 | FALSE |
57 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | RAB5B | 0.07 | 0.00 | blup | 33 | 0.03 | 7.0e-03 | -1.03 | 6.0 | 2.3e-09 | 0.04 | 0.01 | 0.28 | FALSE |
58 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | RPS26 | 0.27 | 0.38 | enet | 8 | 0.40 | 5.0e-24 | 10.92 | 11.1 | 7.4e-29 | -0.04 | 0.99 | 0.01 | FALSE |
59 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ERBB3 | 0.07 | 0.02 | blup | 29 | 0.05 | 2.1e-06 | 11.77 | 8.5 | 2.3e-17 | 0.00 | 0.00 | 1.00 | FALSE |
60 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RPS26 | 0.31 | 0.53 | enet | 8 | 0.55 | 1.7e-74 | 10.92 | 10.9 | 8.0e-28 | -0.04 | 1.00 | 0.00 | FALSE |
61 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | RPS26 | 0.18 | 0.31 | lasso | 2 | 0.29 | 3.9e-14 | 10.92 | 10.9 | 1.4e-27 | -0.03 | 1.00 | 0.00 | FALSE |
62 | The Cancer Genome Atlas | Lung Adenocarcinoma | RAB5B | 0.03 | 0.02 | enet | 7 | 0.02 | 4.3e-03 | 12.05 | 10.1 | 7.1e-24 | -0.06 | 0.00 | 0.87 | FALSE |
63 | The Cancer Genome Atlas | Lung Adenocarcinoma | RPS26 | 0.26 | 0.45 | enet | 9 | 0.47 | 3.6e-61 | 10.92 | 11.1 | 1.3e-28 | -0.04 | 1.00 | 0.00 | FALSE |
64 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | RPS26 | 0.22 | 0.31 | lasso | 3 | 0.31 | 1.6e-35 | 10.92 | 11.2 | 3.7e-29 | -0.03 | 1.00 | 0.00 | FALSE |
65 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | RPS26 | 0.30 | 0.20 | lasso | 4 | 0.24 | 3.9e-16 | 10.92 | 11.6 | 2.6e-31 | -0.03 | 0.02 | 0.98 | FALSE |
66 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | RPS26 | 0.36 | 0.44 | lasso | 7 | 0.42 | 2.4e-19 | 10.16 | 10.4 | 2.7e-25 | -0.05 | 1.00 | 0.00 | FALSE |
67 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | RPS26 | 0.47 | 0.43 | lasso | 2 | 0.44 | 3.2e-19 | 11.06 | 11.2 | 5.9e-29 | -0.04 | 0.97 | 0.03 | FALSE |
68 | The Cancer Genome Atlas | Prostate Adenocarcinoma | RPS26 | 0.33 | 0.52 | enet | 9 | 0.54 | 5.6e-66 | 10.92 | 11.2 | 6.5e-29 | -0.03 | 1.00 | 0.00 | FALSE |
69 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SDR9C7 | 0.12 | 0.04 | lasso | 2 | 0.04 | 2.9e-05 | -9.12 | -8.8 | 1.5e-18 | 0.59 | 0.08 | 0.74 | FALSE |
70 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SILV | 0.04 | 0.03 | enet | 6 | 0.04 | 7.9e-05 | 0.50 | -5.4 | 8.3e-08 | 0.00 | 0.05 | 0.31 | FALSE |
71 | The Cancer Genome Atlas | Rectum Adenocarcinoma | RPS26 | 0.24 | 0.18 | lasso | 2 | 0.20 | 1.9e-05 | 10.92 | 11.1 | 1.1e-28 | -0.04 | 0.05 | 0.60 | FALSE |
72 | The Cancer Genome Atlas | Soft Tissue Sarcoma | RPS26 | 0.23 | 0.31 | lasso | 3 | 0.30 | 2.4e-18 | 10.92 | 11.1 | 1.8e-28 | -0.03 | 0.95 | 0.05 | FALSE |
73 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | RPS26 | 0.28 | 0.15 | lasso | 2 | 0.17 | 3.0e-05 | 12.03 | 12.1 | 1.3e-33 | -0.04 | 0.00 | 0.99 | FALSE |
74 | The Cancer Genome Atlas | Stomach Adenocarcinoma | ERBB3 | 0.13 | 0.01 | enet | 12 | 0.03 | 1.9e-03 | 10.16 | -5.1 | 3.0e-07 | 0.02 | 0.01 | 0.28 | FALSE |
75 | The Cancer Genome Atlas | Stomach Adenocarcinoma | RPS26 | 0.19 | 0.32 | lasso | 5 | 0.34 | 2.0e-25 | 10.16 | 10.7 | 6.8e-27 | -0.04 | 1.00 | 0.00 | FALSE |
76 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | RPS26 | 0.46 | 0.64 | lasso | 4 | 0.65 | 8.5e-30 | 10.92 | 11.2 | 5.7e-29 | -0.03 | 0.89 | 0.11 | FALSE |
77 | The Cancer Genome Atlas | Thyroid Carcinoma | RPS26 | 0.33 | 0.51 | enet | 19 | 0.50 | 7.3e-56 | 10.92 | 10.1 | 6.8e-24 | -0.02 | 1.00 | 0.00 | FALSE |
78 | The Cancer Genome Atlas | Thyroid Carcinoma | STAT6 | 0.04 | 0.01 | blup | 47 | 0.01 | 2.3e-02 | 6.62 | 7.1 | 1.1e-12 | -0.27 | 0.08 | 0.06 | TRUE |
79 | The Cancer Genome Atlas | Thyroid Carcinoma | TMEM194A | 0.15 | 0.07 | blup | 43 | 0.09 | 1.9e-09 | 5.09 | 7.0 | 3.5e-12 | -0.44 | 0.69 | 0.11 | FALSE |
80 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | RPS26 | 0.17 | 0.19 | lasso | 4 | 0.18 | 1.3e-05 | 10.92 | 11.2 | 3.0e-29 | -0.04 | 0.03 | 0.96 | FALSE |