Best TWAS P=1.58e-11 · Best GWAS P=2.96e-23 conditioned to 3.58e-21
# | 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 | GTEx | Adipose Subcutaneous | SETD9 | 0.15 | 0.14 | lasso | 10 | 0.16 | 3.0e-13 | -4.8 | 5.9 | 4.3e-09 | 0.05 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Visceral Omentum | SETD9 | 0.16 | 0.20 | lasso | 8 | 0.16 | 6.8e-09 | -5.6 | 6.3 | 3.0e-10 | 0.05 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adrenal Gland | SETD9 | 0.39 | 0.29 | lasso | 8 | 0.35 | 1.6e-13 | -5.6 | 5.6 | 2.2e-08 | 0.03 | 1.00 | 0.00 | FALSE |
4 | GTEx | Artery Aorta | SETD9 | 0.51 | 0.55 | lasso | 3 | 0.56 | 8.8e-37 | -5.6 | 5.7 | 1.2e-08 | 0.05 | 1.00 | 0.00 | FALSE |
5 | GTEx | Artery Coronary | SETD9 | 0.46 | 0.40 | lasso | 7 | 0.50 | 4.3e-19 | -5.6 | 5.5 | 3.0e-08 | 0.03 | 1.00 | 0.00 | FALSE |
6 | GTEx | Artery Tibial | SETD9 | 0.47 | 0.54 | lasso | 4 | 0.53 | 9.4e-49 | -5.6 | 5.7 | 1.0e-08 | 0.05 | 1.00 | 0.00 | FALSE |
7 | GTEx | Brain Caudate basal ganglia | SETD9 | 0.31 | 0.28 | lasso | 6 | 0.26 | 5.0e-08 | -4.2 | 5.2 | 2.5e-07 | 0.05 | 0.98 | 0.00 | FALSE |
8 | GTEx | Brain Cortex | SETD9 | 0.43 | 0.36 | lasso | 6 | 0.27 | 4.5e-08 | -5.6 | 5.3 | 9.8e-08 | 0.04 | 0.94 | 0.01 | FALSE |
9 | GTEx | Brain Hippocampus | SETD9 | 0.42 | 0.41 | lasso | 5 | 0.39 | 3.8e-10 | -5.6 | 5.6 | 2.7e-08 | 0.05 | 0.87 | 0.01 | FALSE |
10 | GTEx | Brain Nucleus accumbens basal ganglia | SETD9 | 0.30 | 0.33 | lasso | 3 | 0.32 | 3.7e-09 | -5.6 | 6.2 | 4.3e-10 | 0.05 | 0.84 | 0.01 | FALSE |
11 | GTEx | Brain Putamen basal ganglia | SETD9 | 0.23 | 0.15 | lasso | 3 | 0.14 | 2.9e-04 | -4.6 | 5.5 | 3.8e-08 | 0.01 | 0.22 | 0.05 | FALSE |
12 | GTEx | Breast Mammary Tissue | SETD9 | 0.30 | 0.38 | lasso | 4 | 0.38 | 8.2e-21 | -5.6 | 6.1 | 1.0e-09 | 0.05 | 1.00 | 0.00 | FALSE |
13 | GTEx | Breast Mammary Tissue (Male) | SETD9 | 0.42 | 0.37 | lasso | 4 | 0.33 | 1.9e-08 | -5.6 | 5.6 | 2.7e-08 | 0.04 | 0.89 | 0.01 | FALSE |
14 | GTEx | Breast Mammary Tissue (Female) | SETD9 | 0.21 | 0.12 | lasso | 11 | 0.16 | 1.4e-05 | -6.8 | 6.7 | 1.6e-11 | 0.08 | 0.58 | 0.03 | TRUE |
15 | GTEx | Breast Mammary Tissue (Female) | CTD-2310F14.1 | 0.21 | 0.01 | lasso | 6 | 0.02 | 9.4e-02 | 3.4 | -5.2 | 2.1e-07 | -0.17 | 0.11 | 0.05 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | SETD9 | 0.31 | 0.42 | lasso | 6 | 0.47 | 5.7e-39 | -5.6 | 5.9 | 4.1e-09 | 0.03 | 1.00 | 0.00 | FALSE |
17 | GTEx | Colon Sigmoid | SETD9 | 0.49 | 0.49 | lasso | 14 | 0.53 | 7.9e-22 | -4.1 | 5.7 | 1.5e-08 | 0.07 | 1.00 | 0.00 | FALSE |
18 | GTEx | Colon Transverse | SETD9 | 0.47 | 0.42 | lasso | 10 | 0.43 | 4.0e-22 | -5.6 | 6.1 | 1.0e-09 | 0.04 | 1.00 | 0.00 | FALSE |
19 | GTEx | Esophagus Gastroesophageal Junction | SETD9 | 0.35 | 0.47 | lasso | 3 | 0.45 | 7.0e-18 | -5.6 | 5.6 | 1.8e-08 | 0.04 | 1.00 | 0.00 | FALSE |
20 | GTEx | Esophagus Mucosa | SETD9 | 0.47 | 0.55 | lasso | 9 | 0.58 | 1.3e-47 | -5.6 | 6.1 | 9.5e-10 | 0.04 | 1.00 | 0.00 | FALSE |
21 | GTEx | Esophagus Muscularis | SETD9 | 0.46 | 0.51 | lasso | 5 | 0.52 | 2.7e-36 | -5.6 | 5.6 | 1.9e-08 | 0.03 | 1.00 | 0.00 | FALSE |
22 | GTEx | Heart Atrial Appendage | SETD9 | 0.29 | 0.36 | lasso | 3 | 0.35 | 2.1e-16 | -5.6 | 5.7 | 1.6e-08 | 0.04 | 1.00 | 0.00 | FALSE |
23 | GTEx | Heart Left Ventricle | SETD9 | 0.42 | 0.39 | enet | 12 | 0.39 | 5.8e-22 | -5.6 | 5.8 | 7.4e-09 | 0.04 | 1.00 | 0.00 | FALSE |
24 | GTEx | Lung | SETD9 | 0.33 | 0.41 | lasso | 7 | 0.41 | 5.8e-34 | -5.6 | 5.8 | 5.7e-09 | 0.03 | 1.00 | 0.00 | FALSE |
25 | GTEx | Muscle Skeletal | SETD9 | 0.33 | 0.42 | enet | 32 | 0.44 | 1.3e-46 | -5.6 | 5.5 | 3.9e-08 | 0.08 | 1.00 | 0.00 | FALSE |
26 | GTEx | Nerve Tibial | SETD9 | 0.41 | 0.46 | enet | 24 | 0.47 | 3.3e-37 | -5.6 | 5.2 | 2.6e-07 | 0.04 | 1.00 | 0.00 | FALSE |
27 | GTEx | Ovary | SETD9 | 0.35 | 0.29 | enet | 17 | 0.28 | 1.1e-07 | -5.6 | 5.3 | 1.3e-07 | 0.04 | 0.56 | 0.04 | FALSE |
28 | GTEx | Pancreas | SETD9 | 0.43 | 0.51 | lasso | 9 | 0.49 | 1.7e-23 | -5.6 | 5.8 | 6.0e-09 | 0.05 | 1.00 | 0.00 | FALSE |
29 | GTEx | Pituitary | SETD9 | 0.38 | 0.29 | lasso | 13 | 0.28 | 1.3e-07 | -5.6 | 5.7 | 1.5e-08 | 0.03 | 0.65 | 0.02 | FALSE |
30 | GTEx | Prostate | SETD9 | 0.36 | 0.26 | lasso | 6 | 0.23 | 1.7e-06 | -5.2 | 5.4 | 5.3e-08 | 0.05 | 0.79 | 0.01 | FALSE |
31 | GTEx | Skin Not Sun Exposed Suprapubic | SETD9 | 0.51 | 0.56 | lasso | 9 | 0.58 | 1.9e-38 | -5.6 | 5.8 | 8.4e-09 | 0.04 | 1.00 | 0.00 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | SETD9 | 0.40 | 0.44 | lasso | 15 | 0.46 | 1.8e-42 | -5.6 | 6.3 | 3.9e-10 | 0.04 | 1.00 | 0.00 | FALSE |
33 | GTEx | Spleen | SETD9 | 0.38 | 0.24 | lasso | 3 | 0.22 | 2.7e-06 | -5.6 | 5.4 | 6.6e-08 | 0.06 | 0.82 | 0.01 | FALSE |
34 | GTEx | Stomach | SETD9 | 0.35 | 0.31 | lasso | 8 | 0.38 | 1.9e-19 | -5.6 | 6.2 | 6.4e-10 | 0.04 | 1.00 | 0.00 | FALSE |
35 | GTEx | Testis | SETD9 | 0.18 | 0.05 | lasso | 6 | 0.11 | 1.9e-05 | -4.7 | 5.4 | 5.2e-08 | 0.11 | 0.74 | 0.01 | FALSE |
36 | GTEx | Thyroid | SETD9 | 0.38 | 0.41 | lasso | 4 | 0.42 | 9.7e-35 | -5.6 | 5.7 | 1.4e-08 | 0.04 | 1.00 | 0.00 | FALSE |
37 | GTEx | Uterus | SETD9 | 0.31 | 0.15 | lasso | 8 | 0.19 | 1.2e-04 | -5.6 | 6.0 | 1.5e-09 | 0.03 | 0.28 | 0.05 | FALSE |
38 | GTEx | Vagina | SETD9 | 0.44 | 0.52 | lasso | 3 | 0.49 | 4.8e-13 | -5.6 | 5.5 | 3.2e-08 | 0.04 | 0.98 | 0.00 | FALSE |
39 | GTEx | Whole Blood | SETD9 | 0.16 | 0.26 | lasso | 7 | 0.27 | 1.6e-24 | -4.7 | 5.3 | 1.5e-07 | 0.02 | 1.00 | 0.00 | FALSE |
40 | NTR | Blood | C5orf35 | 0.01 | 0.01 | bslmm | 497 | 0.00 | 2.1e-02 | -4.1 | 5.6 | 2.3e-08 | 0.07 | 0.54 | 0.01 | FALSE |
41 | ROSMAP | Brain Pre-frontal Cortex | SETD9 | 0.27 | 0.39 | lasso | 8 | 0.42 | 3.4e-59 | -5.6 | 5.6 | 2.2e-08 | 0.04 | 1.00 | 0.00 | FALSE |
42 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | C5orf35 | 0.21 | 0.28 | lasso | 7 | 0.31 | 8.0e-27 | -5.6 | 6.4 | 1.9e-10 | 0.04 | 0.98 | 0.02 | FALSE |
43 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C5orf35 | 0.29 | 0.42 | lasso | 8 | 0.46 | 3.0e-107 | -5.6 | 6.5 | 9.2e-11 | 0.04 | 0.98 | 0.02 | FALSE |
44 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | C5orf35 | 0.30 | 0.35 | lasso | 8 | 0.40 | 5.3e-21 | -4.7 | 5.7 | 1.5e-08 | 0.02 | 1.00 | 0.00 | FALSE |
45 | The Cancer Genome Atlas | Colon Adenocarcinoma | C5orf35 | 0.45 | 0.50 | lasso | 6 | 0.52 | 1.8e-34 | -5.6 | 5.9 | 3.7e-09 | 0.04 | 0.98 | 0.02 | FALSE |
46 | The Cancer Genome Atlas | Glioblastoma Multiforme | C5orf35 | 0.49 | 0.49 | lasso | 7 | 0.50 | 1.5e-17 | -5.6 | 6.0 | 2.1e-09 | 0.05 | 0.80 | 0.20 | FALSE |
47 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C5orf35 | 0.24 | 0.35 | lasso | 11 | 0.37 | 1.9e-43 | -5.6 | 6.4 | 1.6e-10 | 0.04 | 0.98 | 0.02 | FALSE |
48 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C5orf35 | 0.35 | 0.46 | lasso | 5 | 0.48 | 7.8e-62 | -5.6 | 6.2 | 5.9e-10 | 0.04 | 0.98 | 0.02 | FALSE |
49 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | C5orf35 | 0.27 | 0.30 | lasso | 6 | 0.36 | 1.4e-21 | -5.6 | 6.1 | 1.1e-09 | 0.05 | 0.90 | 0.10 | FALSE |
50 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C5orf35 | 0.28 | 0.39 | lasso | 5 | 0.40 | 2.1e-48 | -5.6 | 5.8 | 5.0e-09 | 0.03 | 0.98 | 0.02 | FALSE |
51 | The Cancer Genome Atlas | Lung Adenocarcinoma | C5orf35 | 0.42 | 0.45 | enet | 17 | 0.50 | 3.2e-67 | -5.6 | 6.5 | 8.4e-11 | 0.05 | 0.98 | 0.02 | FALSE |
52 | The Cancer Genome Atlas | Lung Adenocarcinoma | MAP3K1 | 0.02 | 0.01 | blup | 83 | 0.01 | 9.1e-03 | -3.7 | -6.3 | 2.2e-10 | -0.04 | 0.02 | 0.76 | FALSE |
53 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C5orf35 | 0.21 | 0.29 | lasso | 11 | 0.33 | 1.3e-38 | -5.6 | 5.8 | 5.0e-09 | 0.03 | 0.98 | 0.02 | FALSE |
54 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | C5orf35 | 0.27 | 0.26 | lasso | 3 | 0.28 | 9.3e-19 | -5.2 | 5.6 | 2.7e-08 | 0.03 | 0.99 | 0.01 | FALSE |
55 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | C5orf35 | 0.33 | 0.35 | enet | 22 | 0.36 | 4.9e-16 | -5.6 | 6.2 | 7.2e-10 | 0.04 | 0.58 | 0.42 | FALSE |
56 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | C5orf35 | 0.50 | 0.49 | lasso | 10 | 0.56 | 4.1e-26 | -5.6 | 5.4 | 6.3e-08 | 0.03 | 0.99 | 0.01 | FALSE |
57 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C5orf35 | 0.44 | 0.58 | lasso | 9 | 0.60 | 1.4e-78 | -5.6 | 5.8 | 8.4e-09 | 0.04 | 0.98 | 0.02 | FALSE |
58 | The Cancer Genome Atlas | Soft Tissue Sarcoma | C5orf35 | 0.23 | 0.24 | blup | 58 | 0.25 | 3.8e-15 | -4.7 | 5.3 | 1.2e-07 | 0.03 | 0.98 | 0.02 | FALSE |
59 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | C5orf35 | 0.23 | 0.08 | blup | 58 | 0.17 | 2.5e-05 | -6.6 | 6.5 | 9.5e-11 | 0.03 | 0.04 | 0.92 | FALSE |
60 | The Cancer Genome Atlas | Stomach Adenocarcinoma | C5orf35 | 0.32 | 0.40 | enet | 19 | 0.44 | 4.8e-35 | -5.6 | 5.5 | 3.6e-08 | 0.04 | 0.99 | 0.01 | FALSE |
61 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | C5orf35 | 0.31 | 0.23 | lasso | 8 | 0.29 | 8.9e-11 | -5.6 | 5.4 | 7.1e-08 | 0.04 | 0.64 | 0.36 | FALSE |
62 | The Cancer Genome Atlas | Thyroid Carcinoma | C5orf35 | 0.46 | 0.61 | lasso | 14 | 0.63 | 1.5e-79 | -5.6 | 6.1 | 1.0e-09 | 0.04 | 0.98 | 0.02 | FALSE |
63 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | C5orf35 | 0.38 | 0.05 | blup | 58 | 0.06 | 7.0e-03 | -3.5 | 5.7 | 1.2e-08 | 0.06 | 0.03 | 0.79 | FALSE |