Best TWAS P=3.84e-17 · Best GWAS P=4.58e-15 conditioned to 1
# | 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 | GPRC5B | 0.07 | 0.04 | lasso | 4 | 0.03 | 1.3e-03 | -7.8 | 8.4 | 3.8e-17 | -0.96 | 0.01 | 0.98 | TRUE |
2 | GTEx | Adipose Subcutaneous | ACSM5 | 0.14 | 0.00 | lasso | 8 | 0.02 | 6.4e-03 | 6.5 | -5.9 | 3.2e-09 | 0.23 | 0.08 | 0.57 | FALSE |
3 | GTEx | Adipose Visceral Omentum | KNOP1 | 0.39 | 0.52 | lasso | 3 | 0.53 | 9.1e-32 | -4.9 | -5.2 | 1.6e-07 | 0.75 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adrenal Gland | KNOP1 | 0.40 | 0.34 | lasso | 4 | 0.40 | 1.1e-15 | -5.4 | -5.4 | 6.0e-08 | 0.79 | 0.71 | 0.29 | FALSE |
5 | GTEx | Adrenal Gland | AC002550.5 | 0.37 | 0.39 | enet | 28 | 0.40 | 1.6e-15 | -4.9 | -5.6 | 1.9e-08 | 0.75 | 0.98 | 0.02 | FALSE |
6 | GTEx | Artery Aorta | KNOP1 | 0.50 | 0.48 | lasso | 8 | 0.49 | 4.0e-30 | -4.9 | -5.8 | 5.6e-09 | 0.76 | 1.00 | 0.00 | FALSE |
7 | GTEx | Artery Aorta | AC002550.5 | 0.52 | 0.52 | lasso | 7 | 0.49 | 1.9e-30 | -4.9 | -5.7 | 1.5e-08 | 0.75 | 1.00 | 0.00 | FALSE |
8 | GTEx | Artery Coronary | KNOP1 | 0.28 | 0.25 | lasso | 7 | 0.32 | 2.5e-11 | -4.9 | -5.7 | 9.5e-09 | 0.82 | 0.10 | 0.90 | FALSE |
9 | GTEx | Artery Coronary | AC002550.5 | 0.30 | 0.34 | enet | 11 | 0.37 | 1.5e-13 | -4.9 | -5.6 | 1.7e-08 | 0.79 | 0.52 | 0.48 | FALSE |
10 | GTEx | Artery Tibial | AC002550.5 | 0.31 | 0.36 | lasso | 8 | 0.39 | 6.8e-32 | -4.9 | -5.3 | 1.3e-07 | 0.73 | 1.00 | 0.00 | FALSE |
11 | GTEx | Brain Cortex | AC002550.5 | 0.50 | 0.46 | lasso | 6 | 0.46 | 3.9e-14 | -4.9 | -5.2 | 2.6e-07 | 0.71 | 1.00 | 0.00 | FALSE |
12 | GTEx | Brain Frontal Cortex BA9 | KNOP1 | 0.43 | 0.33 | lasso | 14 | 0.30 | 1.0e-08 | -4.9 | -5.4 | 5.6e-08 | 0.76 | 0.95 | 0.01 | FALSE |
13 | GTEx | Brain Frontal Cortex BA9 | AC002550.5 | 0.53 | 0.40 | enet | 15 | 0.43 | 9.0e-13 | -4.9 | -5.4 | 6.3e-08 | 0.71 | 1.00 | 0.00 | FALSE |
14 | GTEx | Brain Hypothalamus | AC002550.5 | 0.37 | 0.47 | lasso | 2 | 0.46 | 3.1e-12 | -4.9 | -5.1 | 3.0e-07 | 0.73 | 0.61 | 0.38 | FALSE |
15 | GTEx | Brain Nucleus accumbens basal ganglia | AC002550.5 | 0.36 | 0.41 | enet | 20 | 0.42 | 2.2e-12 | -4.9 | -5.2 | 2.6e-07 | 0.68 | 0.98 | 0.02 | FALSE |
16 | GTEx | Brain Putamen basal ganglia | AC002550.5 | 0.59 | 0.48 | enet | 23 | 0.58 | 1.2e-16 | -4.9 | -5.8 | 9.0e-09 | 0.62 | 1.00 | 0.00 | FALSE |
17 | GTEx | Breast Mammary Tissue | AC002550.5 | 0.37 | 0.49 | enet | 13 | 0.50 | 3.3e-29 | -4.9 | -5.6 | 1.7e-08 | 0.80 | 1.00 | 0.00 | FALSE |
18 | GTEx | Breast Mammary Tissue (Male) | AC002550.5 | 0.37 | 0.29 | lasso | 3 | 0.35 | 4.8e-09 | -6.4 | -6.2 | 4.1e-10 | 0.90 | 0.06 | 0.93 | FALSE |
19 | GTEx | Breast Mammary Tissue (Female) | AC002550.5 | 0.36 | 0.26 | enet | 19 | 0.33 | 1.3e-10 | -5.4 | -5.8 | 7.4e-09 | 0.75 | 0.45 | 0.54 | FALSE |
20 | GTEx | Colon Sigmoid | KNOP1 | 0.32 | 0.35 | lasso | 6 | 0.32 | 4.9e-12 | -4.9 | -5.9 | 4.2e-09 | 0.80 | 0.23 | 0.77 | FALSE |
21 | GTEx | Colon Transverse | KNOP1 | 0.22 | 0.23 | enet | 19 | 0.24 | 9.8e-12 | -4.9 | -6.0 | 2.4e-09 | 0.81 | 0.55 | 0.45 | FALSE |
22 | GTEx | Colon Transverse | AC002550.5 | 0.35 | 0.36 | enet | 15 | 0.41 | 5.0e-21 | -4.9 | -6.0 | 2.1e-09 | 0.81 | 0.90 | 0.10 | FALSE |
23 | GTEx | Esophagus Gastroesophageal Junction | KNOP1 | 0.51 | 0.44 | enet | 22 | 0.56 | 5.3e-24 | -5.4 | -6.2 | 4.2e-10 | 0.84 | 0.15 | 0.85 | FALSE |
24 | GTEx | Esophagus Gastroesophageal Junction | AC002550.5 | 0.62 | 0.54 | enet | 35 | 0.63 | 4.4e-29 | -4.7 | -6.2 | 4.7e-10 | 0.77 | 0.88 | 0.12 | FALSE |
25 | GTEx | Esophagus Mucosa | KNOP1 | 0.31 | 0.43 | lasso | 5 | 0.43 | 5.6e-31 | -4.9 | -5.2 | 1.7e-07 | 0.74 | 1.00 | 0.00 | FALSE |
26 | GTEx | Esophagus Muscularis | KNOP1 | 0.47 | 0.51 | lasso | 10 | 0.56 | 1.9e-40 | -4.9 | -5.4 | 5.5e-08 | 0.74 | 1.00 | 0.00 | FALSE |
27 | GTEx | Heart Left Ventricle | KNOP1 | 0.34 | 0.48 | lasso | 2 | 0.44 | 2.3e-25 | -4.9 | -5.2 | 2.0e-07 | 0.73 | 1.00 | 0.00 | FALSE |
28 | GTEx | Liver | KNOP1 | 0.23 | 0.21 | lasso | 7 | 0.25 | 1.4e-07 | -4.7 | -6.2 | 6.6e-10 | 0.81 | 0.57 | 0.32 | FALSE |
29 | GTEx | Liver | AC002550.5 | 0.43 | 0.42 | enet | 13 | 0.47 | 1.1e-14 | -4.7 | -5.8 | 5.3e-09 | 0.85 | 0.96 | 0.04 | FALSE |
30 | GTEx | Lung | KNOP1 | 0.34 | 0.48 | lasso | 8 | 0.49 | 4.0e-42 | -4.9 | -5.3 | 8.8e-08 | 0.76 | 1.00 | 0.00 | FALSE |
31 | GTEx | Lung | GPRC5B | 0.08 | 0.05 | lasso | 4 | 0.06 | 2.4e-05 | -4.7 | 5.5 | 4.8e-08 | -0.73 | 0.86 | 0.06 | FALSE |
32 | GTEx | Lung | AC002550.5 | 0.43 | 0.55 | lasso | 9 | 0.54 | 6.4e-48 | -4.9 | -5.2 | 2.6e-07 | 0.73 | 1.00 | 0.00 | FALSE |
33 | GTEx | Muscle Skeletal | AC002550.5 | 0.35 | 0.53 | lasso | 6 | 0.52 | 3.2e-59 | -4.9 | -5.2 | 2.4e-07 | 0.73 | 1.00 | 0.00 | FALSE |
34 | GTEx | Ovary | KNOP1 | 0.61 | 0.64 | lasso | 7 | 0.57 | 4.4e-17 | -4.9 | -5.6 | 2.2e-08 | 0.77 | 0.78 | 0.22 | FALSE |
35 | GTEx | Ovary | AC002550.5 | 0.66 | 0.56 | lasso | 4 | 0.47 | 3.6e-13 | -4.9 | -5.2 | 2.2e-07 | 0.72 | 0.89 | 0.11 | FALSE |
36 | GTEx | Pancreas | KNOP1 | 0.42 | 0.37 | lasso | 11 | 0.40 | 4.2e-18 | -4.7 | -6.0 | 2.7e-09 | 0.84 | 0.67 | 0.33 | FALSE |
37 | GTEx | Pancreas | AC002550.5 | 0.37 | 0.36 | lasso | 12 | 0.36 | 3.2e-16 | -4.9 | -5.5 | 3.1e-08 | 0.76 | 0.94 | 0.06 | FALSE |
38 | GTEx | Pituitary | KNOP1 | 0.40 | 0.36 | lasso | 3 | 0.30 | 3.1e-08 | -4.9 | -5.3 | 1.3e-07 | 0.76 | 0.55 | 0.40 | FALSE |
39 | GTEx | Prostate | AC002550.5 | 0.49 | 0.25 | lasso | 8 | 0.33 | 5.7e-09 | -4.9 | -5.3 | 1.1e-07 | 0.74 | 0.97 | 0.02 | FALSE |
40 | GTEx | Skin Not Sun Exposed Suprapubic | KNOP1 | 0.37 | 0.43 | lasso | 3 | 0.41 | 5.0e-24 | -4.7 | -5.2 | 1.9e-07 | 0.74 | 1.00 | 0.00 | FALSE |
41 | GTEx | Skin Not Sun Exposed Suprapubic | AC002550.5 | 0.44 | 0.43 | enet | 24 | 0.43 | 1.2e-25 | -4.7 | -5.9 | 3.7e-09 | 0.79 | 0.99 | 0.01 | FALSE |
42 | GTEx | Skin Sun Exposed Lower leg | KNOP1 | 0.33 | 0.47 | lasso | 9 | 0.48 | 5.4e-44 | -4.9 | -5.3 | 1.0e-07 | 0.76 | 1.00 | 0.00 | FALSE |
43 | GTEx | Skin Sun Exposed Lower leg | ACSM5 | 0.21 | 0.04 | lasso | 9 | 0.07 | 3.6e-06 | 1.4 | -5.3 | 1.2e-07 | 0.16 | 0.29 | 0.30 | TRUE |
44 | GTEx | Skin Sun Exposed Lower leg | AC002550.5 | 0.38 | 0.56 | lasso | 6 | 0.57 | 8.6e-58 | -4.9 | -5.2 | 2.4e-07 | 0.74 | 1.00 | 0.00 | FALSE |
45 | GTEx | Spleen | KNOP1 | 0.45 | 0.36 | lasso | 7 | 0.41 | 1.2e-11 | -4.9 | -5.3 | 1.0e-07 | 0.74 | 0.40 | 0.59 | FALSE |
46 | GTEx | Stomach | KNOP1 | 0.28 | 0.21 | lasso | 6 | 0.21 | 1.8e-10 | -4.3 | -5.8 | 6.8e-09 | 0.77 | 0.12 | 0.87 | FALSE |
47 | GTEx | Stomach | AC002550.5 | 0.36 | 0.26 | lasso | 7 | 0.32 | 4.8e-16 | -4.9 | -5.3 | 1.1e-07 | 0.73 | 0.94 | 0.06 | FALSE |
48 | GTEx | Testis | AC002550.5 | 0.49 | 0.57 | lasso | 5 | 0.56 | 7.7e-30 | -4.9 | -5.5 | 4.7e-08 | 0.77 | 1.00 | 0.00 | FALSE |
49 | GTEx | Thyroid | KNOP1 | 0.35 | 0.41 | enet | 11 | 0.43 | 4.7e-36 | -4.9 | -5.2 | 2.2e-07 | 0.71 | 1.00 | 0.00 | FALSE |
50 | GTEx | Uterus | AC002550.5 | 0.51 | 0.40 | lasso | 12 | 0.36 | 2.3e-08 | -4.9 | -5.2 | 1.8e-07 | 0.76 | 0.41 | 0.52 | FALSE |
51 | GTEx | Vagina | KNOP1 | 0.43 | 0.35 | lasso | 5 | 0.36 | 4.2e-09 | -4.9 | -5.7 | 1.5e-08 | 0.74 | 0.52 | 0.47 | FALSE |
52 | GTEx | Whole Blood | KNOP1 | 0.08 | 0.04 | lasso | 3 | 0.04 | 1.7e-04 | -4.9 | -6.1 | 1.2e-09 | 0.86 | 0.36 | 0.61 | FALSE |
53 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | IQCK | 0.05 | 0.02 | blup | 73 | 0.03 | 1.0e-03 | -6.6 | -6.0 | 2.6e-09 | 0.84 | 0.04 | 0.86 | FALSE |
54 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C16orf88 | 0.10 | 0.08 | lasso | 3 | 0.08 | 7.1e-17 | -4.9 | -5.3 | 1.5e-07 | 0.76 | 0.02 | 0.97 | FALSE |
55 | The Cancer Genome Atlas | Breast Invasive Carcinoma | IQCK | 0.03 | 0.03 | blup | 73 | 0.03 | 1.6e-07 | -4.7 | -5.9 | 3.8e-09 | 0.81 | 0.81 | 0.19 | FALSE |
56 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | C16orf88 | 0.16 | 0.09 | enet | 10 | 0.14 | 2.2e-07 | -4.7 | -5.1 | 2.8e-07 | 0.74 | 0.02 | 0.97 | FALSE |
57 | The Cancer Genome Atlas | Glioblastoma Multiforme | C16orf88 | 0.34 | 0.07 | lasso | 3 | 0.12 | 1.5e-04 | -5.4 | -5.2 | 2.4e-07 | 0.78 | 0.00 | 0.90 | FALSE |
58 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C16orf88 | 0.22 | 0.08 | lasso | 3 | 0.08 | 2.0e-09 | -5.4 | -5.4 | 6.4e-08 | 0.82 | 0.00 | 1.00 | FALSE |
59 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | IQCK | 0.04 | 0.03 | lasso | 2 | 0.04 | 7.5e-05 | -4.9 | -5.8 | 7.0e-09 | 0.69 | 0.26 | 0.21 | FALSE |
60 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | C16orf88 | 0.07 | 0.05 | lasso | 2 | 0.05 | 7.7e-04 | -5.4 | -5.5 | 4.7e-08 | 0.83 | 0.00 | 0.91 | FALSE |
61 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C16orf88 | 0.10 | 0.10 | lasso | 3 | 0.13 | 3.7e-14 | -5.4 | -5.6 | 2.5e-08 | 0.80 | 0.01 | 0.99 | FALSE |
62 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | IQCK | 0.03 | 0.03 | lasso | 3 | 0.02 | 7.2e-04 | -6.4 | -6.9 | 6.1e-12 | 0.94 | 0.03 | 0.94 | FALSE |
63 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | C16orf88 | 0.34 | 0.21 | lasso | 4 | 0.17 | 3.1e-07 | -5.4 | -5.5 | 3.1e-08 | 0.82 | 0.00 | 1.00 | FALSE |
64 | The Cancer Genome Atlas | Prostate Adenocarcinoma | IQCK | 0.04 | 0.01 | blup | 73 | 0.01 | 1.8e-02 | -4.8 | -5.8 | 6.0e-09 | 0.77 | 0.08 | 0.37 | FALSE |
65 | The Cancer Genome Atlas | Thyroid Carcinoma | GPRC5B | 0.06 | 0.01 | blup | 38 | 0.01 | 2.4e-02 | -4.7 | -7.1 | 1.3e-12 | 0.67 | 0.01 | 0.08 | FALSE |