Best TWAS P=6.7e-10 · Best GWAS P=2.03e-08 conditioned to 0.342
# | 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 | CRLF3 | 0.22 | 0.26 | lasso | 4 | 0.27 | 8.4e-33 | -5.4 | 5.5 | 4.1e-08 | -0.94 | 0.02 | 0.98 | FALSE |
2 | GTEx | Adipose Subcutaneous | CRLF3 | 0.13 | 0.13 | enet | 9 | 0.14 | 8.1e-12 | -5.4 | 5.2 | 1.5e-07 | -0.92 | 0.02 | 0.98 | FALSE |
3 | GTEx | Artery Aorta | SUZ12P | 0.16 | 0.16 | lasso | 20 | 0.16 | 2.3e-09 | -5.2 | 5.2 | 1.8e-07 | -0.89 | 0.06 | 0.94 | FALSE |
4 | GTEx | Artery Coronary | CRLF3 | 0.15 | 0.07 | lasso | 6 | 0.06 | 5.8e-03 | -5.3 | 5.4 | 5.5e-08 | -0.96 | 0.04 | 0.88 | FALSE |
5 | GTEx | Brain Caudate basal ganglia | TEFM | 0.27 | 0.19 | enet | 41 | 0.20 | 2.7e-06 | -5.1 | 5.1 | 2.7e-07 | -0.85 | 0.07 | 0.90 | FALSE |
6 | GTEx | Brain Caudate basal ganglia | SUZ12P | 0.35 | 0.36 | enet | 24 | 0.32 | 7.0e-10 | -5.2 | 5.2 | 1.5e-07 | -0.88 | 0.05 | 0.94 | FALSE |
7 | GTEx | Brain Cerebellar Hemisphere | CRLF3 | 0.38 | 0.35 | enet | 26 | 0.35 | 6.0e-10 | -4.6 | 5.2 | 2.3e-07 | -0.81 | 0.07 | 0.93 | FALSE |
8 | GTEx | Brain Cerebellar Hemisphere | SUZ12P | 0.40 | 0.29 | enet | 55 | 0.32 | 4.0e-09 | -5.4 | 5.8 | 5.4e-09 | -0.89 | 0.06 | 0.93 | FALSE |
9 | GTEx | Brain Cerebellum | ADAP2 | 0.11 | 0.13 | lasso | 3 | 0.12 | 2.6e-04 | -5.2 | -5.2 | 2.4e-07 | 0.86 | 0.06 | 0.83 | FALSE |
10 | GTEx | Brain Cortex | TEFM | 0.13 | 0.15 | lasso | 16 | 0.12 | 2.6e-04 | -5.4 | 5.4 | 6.1e-08 | -0.95 | 0.06 | 0.75 | FALSE |
11 | GTEx | Brain Cortex | SUZ12P | 0.15 | 0.16 | lasso | 10 | 0.15 | 5.7e-05 | -5.2 | 5.2 | 1.6e-07 | -0.86 | 0.05 | 0.89 | FALSE |
12 | GTEx | Brain Frontal Cortex BA9 | SUZ12P | 0.18 | 0.24 | enet | 22 | 0.24 | 5.0e-07 | -5.2 | 5.2 | 1.9e-07 | -0.87 | 0.05 | 0.94 | FALSE |
13 | GTEx | Brain Hippocampus | SUZ12P | 0.23 | 0.23 | lasso | 11 | 0.22 | 7.6e-06 | -5.2 | 5.2 | 1.8e-07 | -0.86 | 0.06 | 0.91 | FALSE |
14 | GTEx | Brain Nucleus accumbens basal ganglia | CRLF3 | 0.19 | 0.23 | lasso | 9 | 0.22 | 2.0e-06 | -5.2 | 5.2 | 2.3e-07 | -0.86 | 0.06 | 0.93 | FALSE |
15 | GTEx | Brain Nucleus accumbens basal ganglia | SUZ12P | 0.34 | 0.32 | lasso | 9 | 0.32 | 2.9e-09 | -5.2 | 5.2 | 2.4e-07 | -0.86 | 0.05 | 0.94 | FALSE |
16 | GTEx | Breast Mammary Tissue | CRLF3 | 0.10 | 0.10 | lasso | 3 | 0.05 | 9.6e-04 | -5.3 | 5.4 | 6.7e-08 | -0.87 | 0.03 | 0.88 | FALSE |
17 | GTEx | Breast Mammary Tissue | SUZ12P | 0.16 | 0.14 | lasso | 2 | 0.14 | 8.8e-08 | -5.2 | 5.3 | 8.9e-08 | -0.88 | 0.04 | 0.95 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | SUZ12P | 0.25 | 0.24 | lasso | 11 | 0.24 | 3.7e-18 | -5.1 | 5.2 | 2.0e-07 | -0.85 | 0.05 | 0.95 | FALSE |
19 | GTEx | Colon Transverse | SUZ12P | 0.21 | 0.15 | lasso | 3 | 0.15 | 9.8e-08 | -5.1 | 5.2 | 2.6e-07 | -0.86 | 0.05 | 0.95 | FALSE |
20 | GTEx | Esophagus Gastroesophageal Junction | CRLF3 | 0.08 | 0.09 | lasso | 5 | 0.04 | 1.0e-02 | -5.1 | 5.2 | 1.8e-07 | -0.91 | 0.06 | 0.79 | FALSE |
21 | GTEx | Esophagus Mucosa | SUZ12P | 0.21 | 0.16 | lasso | 15 | 0.13 | 3.0e-09 | -5.2 | 5.4 | 5.3e-08 | -0.89 | 0.05 | 0.95 | FALSE |
22 | GTEx | Esophagus Muscularis | SUZ12P | 0.17 | 0.18 | lasso | 9 | 0.19 | 9.8e-12 | -5.2 | 5.1 | 2.9e-07 | -0.86 | 0.05 | 0.95 | FALSE |
23 | GTEx | Heart Left Ventricle | SUZ12P | 0.09 | 0.08 | enet | 42 | 0.09 | 1.9e-05 | -5.2 | 5.2 | 1.6e-07 | -0.91 | 0.06 | 0.94 | FALSE |
24 | GTEx | Lung | CRLF3 | 0.11 | 0.11 | lasso | 7 | 0.10 | 5.0e-08 | -5.2 | 5.3 | 1.4e-07 | -0.88 | 0.05 | 0.95 | FALSE |
25 | GTEx | Lung | SUZ12P | 0.13 | 0.17 | lasso | 11 | 0.19 | 8.0e-15 | -5.4 | 5.4 | 6.6e-08 | -0.93 | 0.04 | 0.96 | FALSE |
26 | GTEx | Muscle Skeletal | TEFM | 0.07 | 0.08 | lasso | 19 | 0.08 | 2.4e-08 | -5.1 | 5.1 | 2.8e-07 | -0.94 | 0.07 | 0.93 | FALSE |
27 | GTEx | Nerve Tibial | ATAD5 | 0.07 | 0.04 | lasso | 10 | 0.05 | 1.4e-04 | -5.4 | -5.2 | 1.6e-07 | 0.95 | 0.06 | 0.93 | FALSE |
28 | GTEx | Nerve Tibial | CRLF3 | 0.38 | 0.16 | lasso | 14 | 0.19 | 3.0e-13 | -5.2 | 5.3 | 1.5e-07 | -0.83 | 0.05 | 0.95 | FALSE |
29 | GTEx | Nerve Tibial | SUZ12P | 0.25 | 0.34 | enet | 44 | 0.35 | 1.1e-25 | -5.2 | 5.4 | 8.2e-08 | -0.85 | 0.05 | 0.95 | FALSE |
30 | GTEx | Ovary | CRLF3 | 0.21 | 0.14 | lasso | 4 | 0.11 | 1.0e-03 | -5.2 | 5.2 | 2.4e-07 | -0.80 | 0.04 | 0.68 | FALSE |
31 | GTEx | Ovary | SUZ12P | 0.29 | 0.26 | lasso | 10 | 0.24 | 1.1e-06 | -5.2 | 5.2 | 1.8e-07 | -0.87 | 0.05 | 0.93 | FALSE |
32 | GTEx | Pancreas | SUZ12P | 0.10 | 0.13 | lasso | 6 | 0.09 | 1.6e-04 | -5.2 | 5.2 | 2.4e-07 | -0.86 | 0.05 | 0.91 | FALSE |
33 | GTEx | Prostate | CRLF3 | 0.26 | 0.09 | lasso | 14 | 0.14 | 2.7e-04 | -5.4 | 5.2 | 2.0e-07 | -0.89 | 0.03 | 0.90 | FALSE |
34 | GTEx | Skin Sun Exposed Lower leg | TEFM | 0.08 | 0.09 | enet | 25 | 0.09 | 1.4e-07 | -5.4 | 5.1 | 2.7e-07 | -0.95 | 0.05 | 0.95 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | SUZ12P | 0.13 | 0.17 | lasso | 17 | 0.15 | 2.1e-12 | -5.2 | 5.2 | 1.7e-07 | -0.87 | 0.05 | 0.95 | FALSE |
36 | GTEx | Stomach | SUZ12P | 0.19 | 0.10 | lasso | 8 | 0.09 | 5.4e-05 | -5.2 | 5.3 | 1.4e-07 | -0.85 | 0.06 | 0.94 | FALSE |
37 | GTEx | Thyroid | CRLF3 | 0.10 | 0.04 | enet | 35 | 0.08 | 1.1e-06 | -5.2 | 5.5 | 4.6e-08 | -0.85 | 0.05 | 0.95 | FALSE |
38 | GTEx | Thyroid | ANKRD13B | 0.23 | 0.12 | lasso | 6 | 0.18 | 2.3e-13 | -4.8 | -5.1 | 2.9e-07 | 0.12 | 0.10 | 0.89 | TRUE |
39 | GTEx | Thyroid | SUZ12P | 0.27 | 0.29 | enet | 26 | 0.29 | 8.6e-23 | -5.2 | 5.2 | 2.3e-07 | -0.87 | 0.05 | 0.95 | FALSE |
40 | METSIM | Adipose | CTD-2349P21.5 | 0.02 | 0.00 | bslmm | 252 | 0.01 | 3.0e-03 | 2.8 | 6.2 | 6.7e-10 | -0.71 | 0.04 | 0.24 | TRUE |
41 | NTR | Blood | CRLF3 | 0.02 | 0.03 | enet | 18 | 0.02 | 8.0e-08 | -5.2 | 5.2 | 1.5e-07 | -0.87 | 0.04 | 0.95 | FALSE |
42 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C17orf42 | 0.04 | 0.07 | lasso | 4 | 0.07 | 9.6e-14 | -5.1 | 5.2 | 2.3e-07 | -0.94 | 0.02 | 0.98 | FALSE |
43 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CRLF3 | 0.11 | 0.03 | blup | 38 | 0.07 | 2.9e-04 | -5.6 | 5.3 | 1.4e-07 | -0.92 | 0.02 | 0.90 | FALSE |
44 | The Cancer Genome Atlas | Esophageal Carcinoma | CCDC55 | 0.27 | 0.00 | blup | 64 | 0.00 | 3.5e-01 | -1.4 | 5.5 | 5.1e-08 | -0.07 | 0.01 | 0.18 | FALSE |
45 | The Cancer Genome Atlas | Glioblastoma Multiforme | SUZ12P | 0.18 | 0.14 | blup | 25 | 0.12 | 1.8e-04 | -5.2 | 5.2 | 1.6e-07 | -0.84 | 0.01 | 0.96 | FALSE |
46 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C17orf42 | 0.01 | 0.02 | enet | 4 | 0.02 | 6.2e-03 | -5.3 | 5.3 | 1.0e-07 | -0.97 | 0.01 | 0.73 | FALSE |
47 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SUZ12P | 0.06 | 0.05 | lasso | 3 | 0.05 | 1.2e-06 | -5.1 | 5.4 | 5.9e-08 | -0.78 | 0.01 | 0.98 | FALSE |
48 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CRLF3 | 0.08 | 0.04 | lasso | 5 | 0.07 | 7.9e-08 | -5.1 | 5.4 | 6.8e-08 | -0.84 | 0.04 | 0.96 | FALSE |
49 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LRRC37B2 | 0.06 | 0.08 | lasso | 5 | 0.08 | 1.6e-09 | -5.3 | 5.2 | 2.1e-07 | -0.87 | 0.00 | 1.00 | FALSE |
50 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SUZ12P | 0.08 | 0.11 | lasso | 1 | 0.11 | 2.7e-12 | -5.3 | 5.3 | 1.2e-07 | -0.88 | 0.01 | 0.99 | FALSE |
51 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SUZ12P | 0.19 | 0.24 | lasso | 8 | 0.26 | 4.7e-29 | -5.2 | 5.2 | 2.5e-07 | -0.86 | 0.01 | 0.98 | FALSE |
52 | The Cancer Genome Atlas | Lung Adenocarcinoma | SUZ12P | 0.04 | 0.03 | lasso | 8 | 0.03 | 3.3e-04 | -5.2 | 5.2 | 2.5e-07 | -0.86 | 0.01 | 0.97 | FALSE |
53 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | CRLF3 | 0.08 | 0.04 | lasso | 9 | 0.03 | 7.2e-05 | -5.2 | 5.2 | 1.9e-07 | -0.86 | 0.04 | 0.96 | FALSE |
54 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | CRLF3 | 0.04 | 0.02 | blup | 39 | 0.04 | 1.7e-03 | -5.1 | 5.5 | 3.8e-08 | -0.93 | 0.04 | 0.82 | FALSE |
55 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | CRLF3 | 0.07 | 0.06 | blup | 40 | 0.06 | 2.0e-03 | -5.2 | 5.5 | 4.2e-08 | -0.89 | 0.03 | 0.74 | FALSE |
56 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SUZ12P | 0.09 | 0.05 | blup | 29 | 0.05 | 3.2e-03 | -5.2 | 5.5 | 3.7e-08 | -0.81 | 0.01 | 0.84 | FALSE |
57 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | CRLF3 | 0.28 | 0.13 | blup | 40 | 0.11 | 3.1e-05 | -5.6 | 5.4 | 6.4e-08 | -0.87 | 0.01 | 0.97 | FALSE |
58 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CRLF3 | 0.02 | 0.02 | blup | 39 | 0.02 | 2.7e-03 | -5.2 | 5.7 | 1.3e-08 | -0.90 | 0.03 | 0.68 | FALSE |
59 | The Cancer Genome Atlas | Soft Tissue Sarcoma | SUZ12P | 0.04 | 0.05 | enet | 5 | 0.04 | 2.2e-03 | -5.2 | 5.2 | 1.5e-07 | -0.85 | 0.01 | 0.82 | FALSE |
60 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | C17orf42 | 0.10 | 0.10 | lasso | 3 | 0.08 | 3.3e-03 | -5.3 | 5.2 | 1.5e-07 | -0.97 | 0.01 | 0.65 | FALSE |
61 | The Cancer Genome Atlas | Stomach Adenocarcinoma | CRLF3 | 0.03 | 0.02 | blup | 40 | 0.03 | 5.7e-03 | -5.4 | 5.5 | 3.7e-08 | -0.93 | 0.02 | 0.78 | FALSE |
62 | The Cancer Genome Atlas | Stomach Adenocarcinoma | EFCAB5 | 0.06 | 0.02 | blup | 80 | 0.02 | 1.1e-02 | -4.9 | -5.3 | 1.0e-07 | -0.02 | 0.02 | 0.48 | FALSE |
63 | The Cancer Genome Atlas | Stomach Adenocarcinoma | SUZ12P | 0.05 | 0.05 | blup | 29 | 0.04 | 5.1e-04 | -5.3 | 5.4 | 5.7e-08 | -0.85 | 0.01 | 0.93 | FALSE |
64 | The Cancer Genome Atlas | Thyroid Carcinoma | ATAD5 | 0.02 | 0.02 | blup | 52 | 0.02 | 1.2e-02 | -5.3 | -5.5 | 3.8e-08 | 0.97 | 0.02 | 0.66 | FALSE |
65 | The Cancer Genome Atlas | Thyroid Carcinoma | CRLF3 | 0.04 | 0.08 | lasso | 19 | 0.07 | 2.0e-07 | -5.1 | 5.1 | 2.7e-07 | -0.93 | 0.06 | 0.94 | FALSE |
66 | The Cancer Genome Atlas | Thyroid Carcinoma | GIT1 | 0.06 | 0.05 | blup | 47 | 0.05 | 5.2e-06 | 4.7 | -5.2 | 2.1e-07 | 0.10 | 0.00 | 0.98 | FALSE |