Best TWAS P=4.79e-261 · Best GWAS P=0 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 | ACYP2 | 0.06 | 0.02 | blup | 561 | 0.03 | 4.8e-05 | 1.89 | -11.8 | 6.7e-32 | 0.00 | 0.73 | 0.01 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | C2orf73 | 0.06 | 0.01 | lasso | 5 | 0.03 | 2.0e-04 | 7.48 | -13.2 | 1.4e-39 | -0.10 | 0.46 | 0.05 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | EML6 | 0.06 | 0.00 | blup | 675 | 0.03 | 9.2e-05 | -23.81 | -24.5 | 3.2e-132 | 0.00 | 0.58 | 0.01 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | PSME4 | 0.07 | 0.03 | lasso | 4 | 0.04 | 1.7e-05 | -10.06 | -9.4 | 3.5e-21 | 0.00 | 0.85 | 0.01 | TRUE |
5 | GTEx | Artery Aorta | SPTBN1 | 0.17 | 0.09 | enet | 15 | 0.10 | 2.7e-06 | 18.60 | 9.5 | 2.2e-21 | -0.02 | 0.99 | 0.00 | FALSE |
6 | GTEx | Artery Aorta | HMGB1P31 | 0.17 | 0.05 | enet | 31 | 0.07 | 7.4e-05 | 1.53 | 5.3 | 9.3e-08 | -0.02 | 0.76 | 0.01 | FALSE |
7 | GTEx | Artery Aorta | AC093110.3 | 0.13 | 0.14 | lasso | 8 | 0.10 | 4.5e-06 | 19.81 | 20.1 | 5.7e-90 | 0.03 | 0.99 | 0.00 | FALSE |
8 | GTEx | Artery Aorta | RP11-477N3.1 | 0.22 | 0.06 | enet | 36 | 0.06 | 3.3e-04 | -7.49 | 5.4 | 5.6e-08 | 0.13 | 0.26 | 0.06 | FALSE |
9 | GTEx | Artery Tibial | SPTBN1 | 0.21 | 0.14 | lasso | 5 | 0.15 | 1.1e-11 | 19.81 | 13.0 | 1.8e-38 | 0.03 | 1.00 | 0.00 | FALSE |
10 | GTEx | Artery Tibial | EML6 | 0.24 | 0.16 | lasso | 7 | 0.22 | 2.9e-17 | 11.20 | 10.7 | 1.3e-26 | 0.06 | 1.00 | 0.00 | FALSE |
11 | GTEx | Artery Tibial | AC093110.3 | 0.11 | 0.14 | lasso | 3 | 0.14 | 2.5e-11 | 19.81 | 20.0 | 2.6e-89 | 0.03 | 1.00 | 0.00 | FALSE |
12 | GTEx | Brain Cerebellar Hemisphere | HMGB1P31 | 0.28 | 0.12 | lasso | 3 | 0.08 | 5.5e-03 | -5.48 | -5.2 | 1.7e-07 | -0.12 | 0.16 | 0.05 | TRUE |
13 | GTEx | Brain Frontal Cortex BA9 | SPTBN1 | 0.25 | 0.00 | enet | 23 | 0.07 | 6.5e-03 | 13.00 | 12.5 | 8.4e-36 | -0.02 | 0.09 | 0.05 | FALSE |
14 | GTEx | Brain Putamen basal ganglia | AC093110.3 | 0.32 | -0.01 | enet | 25 | 0.10 | 2.4e-03 | -3.74 | 9.9 | 4.4e-23 | 0.07 | 0.08 | 0.07 | FALSE |
15 | GTEx | Breast Mammary Tissue | AC093110.3 | 0.16 | 0.00 | lasso | 3 | 0.00 | 4.3e-01 | 14.03 | 10.3 | 7.2e-25 | -0.05 | 0.12 | 0.04 | TRUE |
16 | GTEx | Breast Mammary Tissue (Female) | AC093110.3 | 0.11 | 0.00 | lasso | 3 | 0.00 | 2.2e-01 | 15.87 | 17.8 | 5.9e-71 | 0.08 | 0.06 | 0.05 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | AC093110.3 | 0.21 | 0.13 | lasso | 6 | 0.11 | 1.3e-08 | -23.68 | 23.7 | 2.2e-124 | -0.03 | 1.00 | 0.00 | FALSE |
18 | GTEx | Esophagus Gastroesophageal Junction | RP11-477N3.1 | 0.23 | 0.13 | lasso | 4 | 0.10 | 2.6e-04 | -7.49 | 7.1 | 1.2e-12 | 0.04 | 0.19 | 0.05 | FALSE |
19 | GTEx | Esophagus Muscularis | CCDC88A | 0.16 | 0.01 | lasso | 7 | 0.00 | 1.8e-01 | -5.09 | -6.3 | 2.5e-10 | 0.00 | 0.39 | 0.04 | TRUE |
20 | GTEx | Esophagus Muscularis | ACYP2 | 0.24 | 0.25 | enet | 21 | 0.25 | 2.5e-15 | 1.53 | 5.9 | 4.4e-09 | 0.18 | 1.00 | 0.00 | FALSE |
21 | GTEx | Esophagus Muscularis | EML6 | 0.35 | 0.35 | lasso | 7 | 0.36 | 6.9e-23 | 11.20 | 10.5 | 7.2e-26 | 0.09 | 1.00 | 0.00 | FALSE |
22 | GTEx | Heart Left Ventricle | RTN4 | 0.19 | 0.05 | enet | 18 | 0.08 | 3.7e-05 | -3.14 | -6.0 | 1.7e-09 | -0.06 | 0.34 | 0.03 | FALSE |
23 | GTEx | Heart Left Ventricle | RP11-477N3.1 | 0.32 | 0.10 | enet | 26 | 0.24 | 8.1e-13 | 2.75 | 7.8 | 9.2e-15 | 0.30 | 0.87 | 0.01 | TRUE |
24 | GTEx | Liver | HMGB1P31 | 0.18 | 0.03 | enet | 9 | 0.05 | 1.9e-02 | 8.13 | 9.2 | 3.3e-20 | 0.08 | 0.08 | 0.05 | FALSE |
25 | GTEx | Lung | PRORSD1P | 0.12 | 0.10 | lasso | 6 | 0.08 | 7.2e-07 | -3.25 | -6.1 | 1.2e-09 | -0.12 | 0.95 | 0.00 | TRUE |
26 | GTEx | Muscle Skeletal | SPTBN1 | 0.10 | 0.09 | enet | 14 | 0.10 | 1.3e-09 | 8.16 | 5.9 | 3.5e-09 | -0.14 | 1.00 | 0.00 | FALSE |
27 | GTEx | Muscle Skeletal | AC093110.3 | 0.09 | 0.04 | enet | 14 | 0.07 | 9.1e-08 | 1.11 | 6.2 | 7.4e-10 | -0.13 | 0.99 | 0.00 | FALSE |
28 | GTEx | Nerve Tibial | MTIF2 | 0.11 | 0.01 | enet | 7 | 0.04 | 8.1e-04 | 18.45 | 12.7 | 9.9e-37 | -0.08 | 0.09 | 0.06 | FALSE |
29 | GTEx | Ovary | CLHC1 | 0.49 | 0.26 | lasso | 6 | 0.17 | 4.9e-05 | -4.10 | -7.1 | 1.7e-12 | 0.04 | 0.07 | 0.63 | FALSE |
30 | GTEx | Ovary | ACYP2 | 0.27 | 0.16 | lasso | 4 | 0.08 | 6.2e-03 | 0.83 | 5.7 | 1.1e-08 | 0.13 | 0.29 | 0.05 | FALSE |
31 | GTEx | Pancreas | EML6 | 0.34 | 0.11 | lasso | 10 | 0.13 | 3.9e-06 | 19.28 | -16.7 | 5.7e-63 | 0.00 | 0.94 | 0.00 | TRUE |
32 | GTEx | Pancreas | AC093110.3 | 0.27 | 0.02 | enet | 24 | 0.03 | 1.4e-02 | -3.28 | -11.3 | 1.5e-29 | -0.24 | 0.05 | 0.39 | TRUE |
33 | GTEx | Prostate | HMGB1P31 | 0.53 | 0.19 | enet | 25 | 0.27 | 1.5e-07 | 2.00 | -12.5 | 1.3e-35 | -0.40 | 0.49 | 0.17 | FALSE |
34 | GTEx | Skin Not Sun Exposed Suprapubic | HMGB1P31 | 0.18 | 0.01 | enet | 16 | 0.09 | 1.2e-05 | -5.57 | -11.0 | 3.8e-28 | -0.32 | 0.19 | 0.13 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | PSME4 | 0.10 | 0.04 | lasso | 5 | 0.04 | 2.1e-04 | -10.03 | -10.5 | 9.8e-26 | -0.04 | 0.34 | 0.03 | TRUE |
36 | GTEx | Skin Sun Exposed Lower leg | RP11-477N3.1 | 0.11 | 0.04 | lasso | 4 | 0.06 | 6.7e-06 | -4.53 | -5.6 | 2.0e-08 | -0.01 | 0.38 | 0.02 | TRUE |
37 | GTEx | Spleen | CLHC1 | 0.32 | 0.22 | lasso | 3 | 0.29 | 4.0e-08 | -4.10 | -5.4 | 7.5e-08 | 0.05 | 0.73 | 0.02 | FALSE |
38 | GTEx | Testis | MTIF2 | 0.13 | 0.01 | enet | 23 | 0.01 | 8.5e-02 | -1.64 | 5.3 | 8.7e-08 | -0.13 | 0.11 | 0.24 | FALSE |
39 | GTEx | Thyroid | SPTBN1 | 0.14 | 0.01 | lasso | 6 | 0.03 | 1.3e-03 | -7.10 | -6.7 | 2.6e-11 | -0.07 | 0.56 | 0.02 | FALSE |
40 | GTEx | Thyroid | EML6 | 0.26 | 0.20 | enet | 46 | 0.24 | 5.8e-18 | 18.22 | -15.9 | 4.5e-57 | 0.09 | 1.00 | 0.00 | FALSE |
41 | GTEx | Whole Blood | SPTBN1 | 0.13 | 0.04 | lasso | 6 | 0.08 | 5.7e-08 | -15.96 | -23.4 | 5.1e-121 | -0.13 | 0.99 | 0.00 | FALSE |
42 | METSIM | Adipose | EML6 | 0.05 | 0.06 | lasso | 3 | 0.05 | 1.5e-08 | 13.06 | 13.8 | 3.3e-43 | 0.00 | 1.00 | 0.00 | FALSE |
43 | METSIM | Adipose | RTN4 | 0.07 | 0.05 | blup | 584 | 0.04 | 1.0e-06 | 1.69 | -8.0 | 1.1e-15 | 0.03 | 0.99 | 0.00 | FALSE |
44 | NTR | Blood | ACYP2 | 0.02 | 0.02 | enet | 15 | 0.02 | 8.9e-07 | 3.51 | 15.2 | 7.6e-52 | 0.32 | 1.00 | 0.00 | FALSE |
45 | NTR | Blood | SPTBN1 | 0.06 | 0.04 | bslmm | 640 | 0.04 | 3.2e-14 | -26.24 | -32.6 | 2.2e-233 | -0.14 | 1.00 | 0.00 | TRUE |
46 | ROSMAP | Brain Pre-frontal Cortex | SPTBN1 | 0.10 | 0.03 | enet | 22 | 0.06 | 1.1e-08 | 7.98 | -12.9 | 8.4e-38 | -0.15 | 0.86 | 0.00 | FALSE |
47 | ROSMAP | Brain Pre-frontal Cortex | GPR75 | 0.17 | 0.13 | lasso | 4 | 0.16 | 7.0e-20 | -2.64 | -5.8 | 6.8e-09 | 0.00 | 1.00 | 0.00 | TRUE |
48 | ROSMAP | Brain Pre-frontal Cortex | CLHC1 | 0.11 | 0.04 | lasso | 8 | 0.07 | 9.9e-10 | -5.71 | -5.6 | 2.8e-08 | 0.09 | 1.00 | 0.00 | FALSE |
49 | ROSMAP | Brain Pre-frontal Cortex | TSPYL6 | 0.07 | 0.03 | lasso | 2 | 0.05 | 6.5e-07 | -12.06 | 13.7 | 1.0e-42 | 0.12 | 0.96 | 0.00 | FALSE |
50 | ROSMAP | Brain Pre-frontal Cortex | AC092839.1 | 0.10 | 0.07 | enet | 17 | 0.09 | 4.3e-12 | -22.20 | -20.4 | 6.5e-93 | 0.01 | 1.00 | 0.00 | FALSE |
51 | YFS | Blood | PSME4 | 0.04 | 0.02 | enet | 20 | 0.04 | 1.1e-11 | 6.14 | 8.5 | 1.5e-17 | -0.03 | 1.00 | 0.00 | TRUE |
52 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PSME4 | 0.05 | 0.02 | blup | 65 | 0.02 | 8.9e-03 | 5.10 | 5.2 | 2.2e-07 | -0.02 | 0.11 | 0.03 | FALSE |
53 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C2orf73 | 0.12 | 0.09 | lasso | 6 | 0.12 | 1.4e-22 | 7.48 | -12.9 | 3.9e-38 | 0.00 | 1.00 | 0.00 | FALSE |
54 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RPL23AP32 | 0.02 | 0.02 | blup | 50 | 0.02 | 1.1e-05 | -25.79 | -26.7 | 1.5e-156 | -0.03 | 0.01 | 0.99 | FALSE |
55 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SPTBN1 | 0.05 | 0.03 | blup | 163 | 0.03 | 2.9e-04 | 1.36 | -7.2 | 7.4e-13 | -0.31 | 0.23 | 0.06 | FALSE |
56 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ACYP2 | 0.04 | 0.02 | enet | 8 | 0.02 | 6.6e-03 | 0.19 | 5.9 | 3.3e-09 | 0.11 | 0.16 | 0.04 | TRUE |
57 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C2orf73 | 0.09 | 0.01 | lasso | 3 | 0.06 | 2.0e-07 | 7.47 | -13.5 | 1.1e-41 | 0.00 | 0.46 | 0.02 | FALSE |
58 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | EML6 | 0.14 | 0.13 | lasso | 4 | 0.13 | 1.0e-14 | -21.95 | -20.2 | 8.5e-91 | -0.01 | 1.00 | 0.00 | FALSE |
59 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | RPL23AP32 | 0.09 | 0.10 | lasso | 4 | 0.10 | 7.3e-11 | 14.02 | -20.2 | 4.2e-91 | -0.01 | 0.62 | 0.38 | FALSE |
60 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | C2orf73 | 0.16 | 0.05 | enet | 12 | 0.06 | 2.4e-04 | -12.98 | -18.1 | 5.1e-73 | -0.24 | 0.48 | 0.10 | TRUE |
61 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C2orf73 | 0.19 | 0.08 | lasso | 6 | 0.16 | 2.8e-18 | -12.74 | -14.9 | 1.9e-50 | -0.09 | 1.00 | 0.00 | FALSE |
62 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RPL23AP32 | 0.05 | 0.03 | blup | 50 | 0.04 | 4.3e-05 | -23.78 | -26.9 | 8.1e-159 | -0.03 | 0.05 | 0.95 | FALSE |
63 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SPTBN1 | 0.10 | 0.04 | lasso | 3 | 0.05 | 2.1e-06 | -18.90 | -17.8 | 1.2e-70 | -0.23 | 0.84 | 0.00 | FALSE |
64 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TSPYL6 | 0.09 | 0.05 | lasso | 5 | 0.06 | 2.8e-07 | -12.06 | 11.4 | 4.0e-30 | 0.08 | 0.55 | 0.42 | TRUE |
65 | The Cancer Genome Atlas | Lung Adenocarcinoma | C2orf73 | 0.05 | 0.02 | lasso | 7 | 0.04 | 3.9e-05 | 7.48 | -12.6 | 1.7e-36 | -0.01 | 0.33 | 0.02 | FALSE |
66 | The Cancer Genome Atlas | Lung Adenocarcinoma | RTN4 | 0.07 | 0.08 | blup | 100 | 0.08 | 1.9e-09 | -2.94 | 5.9 | 2.9e-09 | 0.00 | 1.00 | 0.00 | TRUE |
67 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | RTN4 | 0.04 | 0.01 | enet | 3 | 0.01 | 1.5e-02 | -2.94 | 6.6 | 4.2e-11 | 0.00 | 0.09 | 0.07 | TRUE |
68 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | C2orf73 | 0.12 | 0.09 | lasso | 4 | 0.07 | 1.2e-05 | -12.74 | -11.1 | 1.1e-28 | -0.13 | 0.62 | 0.02 | TRUE |
69 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | RTN4 | 0.11 | 0.05 | lasso | 6 | 0.06 | 9.5e-05 | 5.35 | 6.0 | 1.6e-09 | 0.02 | 0.65 | 0.02 | FALSE |
70 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | C2orf73 | 0.30 | 0.23 | blup | 70 | 0.21 | 9.8e-09 | 7.48 | -11.5 | 2.2e-30 | 0.05 | 0.99 | 0.00 | FALSE |
71 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | SPTBN1 | 0.15 | 0.07 | lasso | 3 | 0.05 | 5.2e-03 | 6.34 | -9.7 | 2.8e-22 | -0.12 | 0.07 | 0.12 | FALSE |
72 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C2orf73 | 0.29 | 0.13 | lasso | 4 | 0.17 | 1.4e-17 | 7.47 | -13.3 | 3.3e-40 | 0.00 | 1.00 | 0.00 | FALSE |
73 | The Cancer Genome Atlas | Prostate Adenocarcinoma | RPL23AP32 | 0.06 | 0.02 | enet | 6 | 0.03 | 1.7e-04 | -22.09 | -18.8 | 5.4e-79 | 0.02 | 0.04 | 0.84 | FALSE |
74 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SPTBN1 | 0.06 | 0.04 | blup | 163 | 0.05 | 3.1e-06 | 16.74 | 11.1 | 1.3e-28 | -0.11 | 0.97 | 0.00 | TRUE |
75 | The Cancer Genome Atlas | Soft Tissue Sarcoma | RPL23AP32 | 0.04 | 0.03 | blup | 50 | 0.02 | 1.2e-02 | -23.63 | -26.1 | 6.0e-150 | -0.02 | 0.01 | 0.85 | TRUE |
76 | The Cancer Genome Atlas | Stomach Adenocarcinoma | RTN4 | 0.14 | 0.09 | enet | 14 | 0.11 | 2.9e-08 | -2.94 | 5.5 | 4.9e-08 | 0.04 | 0.97 | 0.00 | TRUE |
77 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | C2orf73 | 0.15 | 0.00 | enet | 13 | 0.06 | 3.8e-03 | 1.36 | -8.3 | 9.2e-17 | 0.11 | 0.05 | 0.08 | FALSE |
78 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | CHAC2 | 0.19 | 0.03 | blup | 43 | 0.07 | 2.4e-03 | -4.39 | -7.1 | 1.1e-12 | -0.03 | 0.00 | 0.75 | FALSE |
79 | The Cancer Genome Atlas | Thyroid Carcinoma | C2orf73 | 0.45 | 0.26 | lasso | 6 | 0.32 | 1.1e-31 | 7.48 | -12.7 | 6.7e-37 | 0.02 | 1.00 | 0.00 | TRUE |
80 | The Cancer Genome Atlas | Thyroid Carcinoma | EML6 | 0.05 | 0.05 | lasso | 4 | 0.05 | 3.1e-05 | 15.30 | -17.2 | 1.5e-66 | 0.03 | 0.86 | 0.02 | FALSE |
81 | The Cancer Genome Atlas | Thyroid Carcinoma | RPL23AP32 | 0.06 | 0.04 | blup | 50 | 0.03 | 1.3e-03 | -22.20 | -25.3 | 6.3e-141 | -0.01 | 0.03 | 0.89 | FALSE |
82 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | SPTBN1 | 0.39 | 0.04 | blup | 163 | 0.12 | 3.6e-04 | -30.03 | -34.5 | 4.8e-261 | -0.49 | 0.04 | 0.46 | TRUE |