Best TWAS P=7.97e-29 · Best GWAS P=3.19e-32 conditioned to NaN
# | 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 | CCBL2 | 0.58 | 0.68 | lasso | 7 | 0.69 | 1.4e-117 | -9.2 | 9.9 | 4.2e-23 | -0.75 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | CCBL2 | 0.26 | 0.21 | enet | 15 | 0.23 | 1.2e-18 | -9.3 | 10.0 | 2.1e-23 | -0.68 | 1.00 | 0.00 | TRUE |
3 | GTEx | Adipose Subcutaneous | RBMXL1 | 0.10 | 0.02 | lasso | 8 | 0.02 | 1.4e-02 | -4.6 | 5.3 | 1.1e-07 | -0.16 | 0.13 | 0.10 | TRUE |
4 | GTEx | Adipose Visceral Omentum | PKN2 | 0.09 | 0.04 | enet | 8 | 0.05 | 1.2e-03 | -10.0 | -8.9 | 6.9e-19 | 0.70 | 0.31 | 0.36 | FALSE |
5 | GTEx | Adipose Visceral Omentum | CCBL2 | 0.21 | 0.10 | enet | 7 | 0.15 | 5.2e-08 | -9.2 | 10.3 | 9.5e-25 | -0.73 | 0.89 | 0.10 | FALSE |
6 | GTEx | Adrenal Gland | CCBL2 | 0.18 | 0.13 | enet | 46 | 0.14 | 1.4e-05 | -10.4 | 9.0 | 2.6e-19 | -0.65 | 0.24 | 0.67 | FALSE |
7 | GTEx | Artery Aorta | CCBL2 | 0.29 | 0.20 | enet | 24 | 0.24 | 1.5e-13 | -9.2 | 10.1 | 3.7e-24 | -0.70 | 0.99 | 0.01 | FALSE |
8 | GTEx | Artery Coronary | CCBL2 | 0.29 | 0.19 | enet | 5 | 0.14 | 1.6e-05 | -9.0 | 9.3 | 2.1e-20 | -0.72 | 0.58 | 0.27 | FALSE |
9 | GTEx | Artery Tibial | CCBL2 | 0.30 | 0.24 | lasso | 8 | 0.29 | 4.9e-23 | -9.2 | 10.7 | 6.1e-27 | -0.74 | 1.00 | 0.00 | FALSE |
10 | GTEx | Artery Tibial | RBMXL1 | 0.06 | 0.06 | enet | 16 | 0.05 | 1.1e-04 | 4.6 | 6.5 | 8.7e-11 | -0.23 | 0.80 | 0.02 | FALSE |
11 | GTEx | Brain Caudate basal ganglia | CCBL2 | 0.27 | 0.21 | enet | 30 | 0.29 | 7.0e-09 | -9.2 | 8.8 | 1.5e-18 | -0.69 | 0.57 | 0.40 | FALSE |
12 | GTEx | Brain Cerebellar Hemisphere | CCBL2 | 0.31 | 0.18 | lasso | 5 | 0.23 | 1.7e-06 | -10.0 | 11.0 | 2.8e-28 | -0.84 | 0.22 | 0.72 | FALSE |
13 | GTEx | Brain Cerebellum | CCBL2 | 0.39 | 0.30 | enet | 23 | 0.33 | 1.7e-10 | -9.1 | 9.8 | 8.2e-23 | -0.65 | 0.52 | 0.47 | FALSE |
14 | GTEx | Brain Cortex | CCBL2 | 0.59 | 0.39 | enet | 13 | 0.37 | 3.0e-11 | -10.0 | 9.9 | 3.7e-23 | -0.76 | 0.93 | 0.07 | FALSE |
15 | GTEx | Brain Frontal Cortex BA9 | CCBL2 | 0.47 | 0.38 | enet | 25 | 0.48 | 1.5e-14 | -9.2 | 9.7 | 3.1e-22 | -0.79 | 0.79 | 0.21 | FALSE |
16 | GTEx | Brain Hippocampus | CCBL2 | 0.39 | 0.27 | lasso | 5 | 0.13 | 5.1e-04 | -9.3 | -8.9 | 7.6e-19 | 0.69 | 0.22 | 0.24 | FALSE |
17 | GTEx | Brain Hypothalamus | CCBL2 | 0.34 | 0.00 | enet | 34 | 0.13 | 6.4e-04 | -9.3 | 8.2 | 2.0e-16 | -0.49 | 0.23 | 0.21 | FALSE |
18 | GTEx | Brain Nucleus accumbens basal ganglia | CCBL2 | 0.38 | 0.44 | enet | 20 | 0.32 | 2.1e-09 | -9.2 | 10.4 | 2.6e-25 | -0.82 | 0.44 | 0.56 | FALSE |
19 | GTEx | Brain Putamen basal ganglia | CCBL2 | 0.35 | 0.26 | enet | 21 | 0.25 | 1.2e-06 | -9.2 | 10.1 | 3.7e-24 | -0.75 | 0.09 | 0.87 | FALSE |
20 | GTEx | Breast Mammary Tissue | GBP3 | 0.58 | 0.40 | enet | 20 | 0.44 | 6.3e-25 | -4.5 | 5.4 | 5.4e-08 | -0.17 | 1.00 | 0.00 | FALSE |
21 | GTEx | Breast Mammary Tissue | CCBL2 | 0.15 | 0.11 | lasso | 5 | 0.09 | 1.8e-05 | -9.2 | 9.2 | 2.4e-20 | -0.73 | 0.73 | 0.23 | FALSE |
22 | GTEx | Breast Mammary Tissue (Male) | CCBL2 | 0.14 | 0.03 | lasso | 2 | 0.02 | 8.8e-02 | -9.2 | 9.2 | 3.0e-20 | -0.72 | 0.05 | 0.30 | FALSE |
23 | GTEx | Breast Mammary Tissue (Female) | GBP3 | 0.24 | 0.21 | lasso | 3 | 0.26 | 3.3e-08 | -4.5 | 5.1 | 2.8e-07 | -0.13 | 0.83 | 0.01 | FALSE |
24 | GTEx | Breast Mammary Tissue (Female) | CCBL2 | 0.09 | 0.05 | lasso | 2 | 0.04 | 2.4e-02 | -1.3 | 5.3 | 1.3e-07 | -0.50 | 0.04 | 0.25 | TRUE |
25 | GTEx | Cells Transformed fibroblasts | CCBL2 | 0.65 | 0.61 | enet | 32 | 0.67 | 6.1e-67 | -9.2 | 10.0 | 1.0e-23 | -0.74 | 1.00 | 0.00 | FALSE |
26 | GTEx | Colon Sigmoid | CCBL2 | 0.22 | 0.12 | enet | 4 | 0.09 | 5.2e-04 | -9.1 | 9.2 | 3.5e-20 | -0.71 | 0.33 | 0.39 | FALSE |
27 | GTEx | Colon Transverse | PKN2 | 0.23 | 0.08 | lasso | 7 | 0.08 | 1.0e-04 | 5.9 | 8.6 | 9.3e-18 | -0.67 | 0.32 | 0.60 | FALSE |
28 | GTEx | Colon Transverse | CCBL2 | 0.30 | 0.19 | lasso | 8 | 0.26 | 1.2e-12 | -9.2 | 10.5 | 9.2e-26 | -0.75 | 0.96 | 0.04 | FALSE |
29 | GTEx | Esophagus Gastroesophageal Junction | CCBL2 | 0.27 | 0.20 | enet | 33 | 0.18 | 4.4e-07 | -9.1 | 7.0 | 2.6e-12 | -0.58 | 0.76 | 0.06 | FALSE |
30 | GTEx | Esophagus Mucosa | CCBL2 | 0.35 | 0.19 | enet | 27 | 0.30 | 2.7e-20 | -9.2 | 9.6 | 1.3e-21 | -0.58 | 0.98 | 0.02 | FALSE |
31 | GTEx | Esophagus Muscularis | CCBL2 | 0.25 | 0.29 | enet | 18 | 0.28 | 1.6e-17 | -9.3 | 10.1 | 7.9e-24 | -0.76 | 1.00 | 0.00 | FALSE |
32 | GTEx | Heart Atrial Appendage | CCBL2 | 0.30 | 0.20 | enet | 11 | 0.15 | 3.4e-07 | -9.3 | 9.6 | 6.9e-22 | -0.73 | 0.97 | 0.03 | FALSE |
33 | GTEx | Lung | CCBL2 | 0.15 | 0.13 | enet | 13 | 0.17 | 4.8e-13 | -9.1 | 10.0 | 1.3e-23 | -0.70 | 0.97 | 0.03 | FALSE |
34 | GTEx | Muscle Skeletal | GBP3 | 0.35 | 0.22 | enet | 13 | 0.26 | 7.4e-25 | -4.6 | 5.2 | 1.6e-07 | -0.13 | 1.00 | 0.00 | FALSE |
35 | GTEx | Muscle Skeletal | CCBL2 | 0.12 | 0.15 | enet | 9 | 0.16 | 5.4e-15 | -9.3 | 9.2 | 2.4e-20 | -0.74 | 1.00 | 0.00 | FALSE |
36 | GTEx | Nerve Tibial | CCBL2 | 0.42 | 0.33 | enet | 38 | 0.38 | 3.4e-28 | -9.2 | 10.1 | 5.9e-24 | -0.76 | 1.00 | 0.00 | FALSE |
37 | GTEx | Pancreas | GBP3 | 0.39 | 0.26 | enet | 32 | 0.28 | 2.4e-12 | -4.6 | 6.0 | 2.6e-09 | -0.25 | 1.00 | 0.00 | FALSE |
38 | GTEx | Pancreas | CCBL2 | 0.26 | 0.21 | lasso | 4 | 0.23 | 5.3e-10 | -10.0 | 10.2 | 1.3e-24 | -0.62 | 0.76 | 0.18 | FALSE |
39 | GTEx | Pituitary | CCBL2 | 0.45 | 0.30 | lasso | 2 | 0.26 | 2.7e-07 | -10.0 | 10.2 | 2.2e-24 | -0.76 | 0.75 | 0.19 | FALSE |
40 | GTEx | Skin Not Sun Exposed Suprapubic | CCBL2 | 0.25 | 0.00 | enet | 27 | 0.08 | 4.2e-05 | -4.5 | 7.5 | 4.2e-14 | -0.36 | 0.38 | 0.11 | FALSE |
41 | GTEx | Skin Sun Exposed Lower leg | CCBL2 | 0.18 | 0.09 | enet | 12 | 0.17 | 4.0e-14 | -9.2 | 10.2 | 1.7e-24 | -0.66 | 0.88 | 0.12 | FALSE |
42 | GTEx | Small Intestine Terminal Ileum | PKN2 | 0.26 | 0.34 | lasso | 5 | 0.23 | 7.0e-06 | -8.3 | 8.3 | 1.4e-16 | -0.64 | 0.53 | 0.16 | FALSE |
43 | GTEx | Stomach | CCBL2 | 0.16 | 0.08 | lasso | 4 | 0.15 | 9.0e-08 | -9.2 | 11.1 | 8.0e-29 | -0.88 | 0.03 | 0.97 | TRUE |
44 | GTEx | Testis | CCBL2 | 0.47 | 0.56 | lasso | 5 | 0.57 | 1.2e-30 | -9.2 | 9.2 | 2.2e-20 | -0.73 | 1.00 | 0.00 | FALSE |
45 | GTEx | Thyroid | CCBL2 | 0.22 | 0.15 | enet | 22 | 0.22 | 9.8e-17 | -10.0 | 10.6 | 2.6e-26 | -0.66 | 1.00 | 0.00 | FALSE |
46 | GTEx | Thyroid | RBMXL1 | 0.09 | 0.02 | enet | 19 | 0.04 | 2.7e-04 | -4.6 | 9.7 | 4.4e-22 | -0.50 | 0.16 | 0.52 | FALSE |
47 | GTEx | Vagina | GBP3 | 0.42 | 0.49 | enet | 18 | 0.49 | 6.5e-13 | -4.6 | 6.4 | 1.9e-10 | -0.23 | 0.92 | 0.05 | FALSE |
48 | GTEx | Whole Blood | CCBL2 | 0.08 | 0.07 | lasso | 3 | 0.06 | 3.1e-06 | -9.2 | 9.2 | 3.5e-20 | -0.73 | 0.88 | 0.08 | FALSE |
49 | METSIM | Adipose | CCBL2 | 0.27 | 0.14 | lasso | 6 | 0.18 | 6.4e-27 | -9.3 | 10.3 | 8.0e-25 | -0.75 | 1.00 | 0.00 | FALSE |
50 | ROSMAP | Brain Pre-frontal Cortex | CCBL2 | 0.43 | 0.56 | enet | 31 | 0.56 | 1.1e-87 | -9.3 | 10.2 | 2.8e-24 | -0.79 | 1.00 | 0.00 | FALSE |
51 | ROSMAP | Brain Pre-frontal Cortex | RBMXL1 | 0.05 | 0.05 | lasso | 3 | 0.04 | 4.4e-06 | -5.3 | 5.9 | 3.2e-09 | -0.17 | 0.97 | 0.00 | FALSE |
52 | YFS | Blood | CCBL2 | 0.10 | 0.05 | bslmm | 366 | 0.08 | 2.8e-26 | -9.2 | 7.5 | 4.6e-14 | -0.45 | 1.00 | 0.00 | FALSE |
53 | YFS | Blood | GTF2B | 0.01 | 0.00 | lasso | 3 | 0.01 | 2.3e-04 | -10.1 | -9.4 | 3.5e-21 | 0.70 | 0.20 | 0.34 | FALSE |
54 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | CCBL2 | 0.14 | 0.09 | enet | 12 | 0.10 | 1.5e-08 | -9.1 | 8.4 | 4.8e-17 | -0.66 | 1.00 | 0.00 | FALSE |
55 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CCBL2 | 0.20 | 0.36 | lasso | 5 | 0.36 | 1.7e-78 | -9.1 | 9.2 | 3.0e-20 | -0.73 | 1.00 | 0.00 | FALSE |
56 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PKN2 | 0.02 | 0.01 | enet | 5 | 0.01 | 2.3e-03 | -9.0 | -8.8 | 1.0e-18 | 0.66 | 0.09 | 0.17 | FALSE |
57 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CCBL2 | 0.09 | 0.08 | blup | 61 | 0.07 | 3.6e-04 | -9.2 | 7.8 | 6.4e-15 | -0.66 | 0.29 | 0.59 | FALSE |
58 | The Cancer Genome Atlas | Colon Adenocarcinoma | CCBL2 | 0.23 | 0.28 | lasso | 3 | 0.26 | 3.9e-15 | -9.2 | 8.6 | 1.1e-17 | -0.69 | 1.00 | 0.00 | FALSE |
59 | The Cancer Genome Atlas | Glioblastoma Multiforme | CCBL2 | 0.36 | 0.32 | enet | 37 | 0.33 | 6.4e-11 | -9.2 | 9.9 | 5.0e-23 | -0.67 | 0.23 | 0.77 | FALSE |
60 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CCBL2 | 0.07 | 0.06 | lasso | 2 | 0.05 | 1.2e-06 | -9.2 | 8.9 | 6.9e-19 | -0.67 | 0.34 | 0.64 | FALSE |
61 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CCBL2 | 0.37 | 0.48 | enet | 20 | 0.50 | 1.5e-63 | -9.1 | 9.3 | 1.5e-20 | -0.69 | 1.00 | 0.00 | FALSE |
62 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | CCBL2 | 0.28 | 0.42 | enet | 15 | 0.40 | 1.5e-24 | -9.2 | 9.4 | 3.9e-21 | -0.74 | 1.00 | 0.00 | FALSE |
63 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CCBL2 | 0.28 | 0.32 | enet | 24 | 0.31 | 2.5e-35 | -9.2 | 9.2 | 2.7e-20 | -0.68 | 1.00 | 0.00 | FALSE |
64 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PKN2 | 0.05 | 0.01 | enet | 8 | 0.02 | 1.6e-03 | -11.0 | -10.7 | 1.4e-26 | 0.91 | 0.02 | 0.97 | FALSE |
65 | The Cancer Genome Atlas | Lung Adenocarcinoma | CCBL2 | 0.09 | 0.12 | enet | 10 | 0.11 | 8.7e-13 | -9.2 | 8.6 | 1.2e-17 | -0.68 | 1.00 | 0.00 | FALSE |
66 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | CCBL2 | 0.10 | 0.07 | enet | 12 | 0.08 | 2.0e-09 | -9.2 | 7.9 | 3.8e-15 | -0.58 | 0.97 | 0.02 | FALSE |
67 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | CCBL2 | 0.14 | 0.13 | enet | 15 | 0.12 | 9.7e-09 | -9.1 | 7.3 | 2.4e-13 | -0.63 | 1.00 | 0.00 | FALSE |
68 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | GBP3 | 0.50 | 0.47 | lasso | 3 | 0.48 | 2.9e-36 | -4.6 | 5.3 | 1.1e-07 | -0.17 | 1.00 | 0.00 | FALSE |
69 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | CCBL2 | 0.15 | 0.18 | lasso | 2 | 0.16 | 3.5e-07 | -9.0 | 9.0 | 2.2e-19 | -0.69 | 0.52 | 0.45 | FALSE |
70 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | CCBL2 | 0.37 | 0.47 | enet | 19 | 0.46 | 3.1e-20 | -9.2 | 9.5 | 2.1e-21 | -0.77 | 1.00 | 0.00 | FALSE |
71 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CCBL2 | 0.20 | 0.34 | lasso | 2 | 0.35 | 9.5e-38 | -9.2 | 9.2 | 2.4e-20 | -0.74 | 1.00 | 0.00 | FALSE |
72 | The Cancer Genome Atlas | Rectum Adenocarcinoma | CCBL2 | 0.35 | 0.27 | lasso | 6 | 0.25 | 1.7e-06 | -9.2 | 9.2 | 2.2e-20 | -0.73 | 0.33 | 0.58 | FALSE |
73 | The Cancer Genome Atlas | Soft Tissue Sarcoma | CCBL2 | 0.28 | 0.32 | enet | 21 | 0.32 | 8.7e-20 | -9.2 | 9.3 | 1.1e-20 | -0.73 | 1.00 | 0.00 | FALSE |
74 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | CCBL2 | 0.24 | 0.20 | enet | 12 | 0.17 | 2.7e-05 | -9.2 | 9.0 | 2.5e-19 | -0.72 | 0.31 | 0.18 | FALSE |
75 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | GBP3 | 0.35 | 0.13 | blup | 43 | 0.12 | 4.2e-04 | -4.6 | 6.5 | 9.8e-11 | -0.26 | 0.06 | 0.26 | FALSE |
76 | The Cancer Genome Atlas | Stomach Adenocarcinoma | CCBL2 | 0.11 | 0.13 | enet | 14 | 0.11 | 1.7e-08 | -9.2 | 8.9 | 4.1e-19 | -0.71 | 0.96 | 0.04 | FALSE |
77 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | CCBL2 | 0.17 | 0.13 | blup | 61 | 0.16 | 2.4e-06 | -9.2 | 6.3 | 2.6e-10 | -0.59 | 0.09 | 0.70 | FALSE |
78 | The Cancer Genome Atlas | Thyroid Carcinoma | CCBL2 | 0.45 | 0.64 | enet | 13 | 0.66 | 1.4e-86 | -9.2 | 9.3 | 8.5e-21 | -0.75 | 1.00 | 0.00 | FALSE |
79 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | CCBL2 | 0.20 | 0.22 | enet | 16 | 0.18 | 8.6e-06 | -9.2 | 7.8 | 9.0e-15 | -0.65 | 0.26 | 0.67 | FALSE |