Best TWAS P=6.33e-35 · Best GWAS P=3.55e-36 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 | CommonMind | Brain Pre-frontal Cortex | INPP5E | 0.18 | 0.14 | enet | 21 | 0.21 | 1.6e-24 | 8.52 | -9.2 | 2.7e-20 | -0.67 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | SNAPC4 | 0.06 | 0.04 | lasso | 2 | 0.05 | 9.0e-07 | 11.41 | -10.2 | 1.3e-24 | -0.87 | 0.81 | 0.16 | FALSE |
3 | GTEx | Adipose Subcutaneous | SDCCAG3 | 0.13 | 0.00 | enet | 21 | 0.04 | 4.8e-04 | 7.14 | -6.7 | 1.7e-11 | -0.39 | 0.20 | 0.07 | FALSE |
4 | GTEx | Adrenal Gland | INPP5E | 0.18 | 0.02 | enet | 23 | 0.10 | 2.2e-04 | 8.60 | -8.3 | 9.2e-17 | -0.63 | 0.15 | 0.35 | FALSE |
5 | GTEx | Artery Tibial | SDCCAG3 | 0.05 | 0.00 | lasso | 4 | 0.00 | 2.2e-01 | -9.66 | -10.7 | 1.5e-26 | -0.75 | 0.03 | 0.92 | FALSE |
6 | GTEx | Brain Caudate basal ganglia | INPP5E | 0.23 | 0.20 | enet | 8 | 0.22 | 7.2e-07 | 8.76 | -9.4 | 3.9e-21 | -0.73 | 0.40 | 0.36 | FALSE |
7 | GTEx | Brain Cerebellar Hemisphere | INPP5E | 0.25 | 0.23 | enet | 6 | 0.17 | 3.4e-05 | 8.88 | -9.8 | 8.9e-23 | -0.76 | 0.29 | 0.58 | FALSE |
8 | GTEx | Brain Cerebellar Hemisphere | GPSM1 | 0.26 | 0.07 | lasso | 4 | 0.11 | 9.6e-04 | 3.53 | -6.6 | 4.5e-11 | -0.53 | 0.08 | 0.44 | FALSE |
9 | GTEx | Brain Cerebellum | INPP5E | 0.40 | 0.30 | enet | 20 | 0.29 | 3.6e-09 | 8.76 | -9.4 | 7.7e-21 | -0.72 | 0.86 | 0.13 | FALSE |
10 | GTEx | Brain Putamen basal ganglia | INPP5E | 0.28 | 0.20 | enet | 6 | 0.01 | 2.2e-01 | 8.90 | -10.0 | 2.0e-23 | -0.80 | 0.12 | 0.65 | FALSE |
11 | GTEx | Cells EBV-transformed lymphocytes | INPP5E | 0.27 | 0.05 | enet | 21 | 0.14 | 2.0e-05 | 8.88 | -8.7 | 3.3e-18 | -0.50 | 0.10 | 0.40 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | UBAC1 | 0.22 | 0.00 | enet | 9 | 0.00 | 8.5e-01 | -9.66 | 5.6 | 1.8e-08 | 0.39 | 0.05 | 0.08 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | SDCCAG3 | 0.12 | 0.03 | enet | 21 | 0.06 | 5.4e-05 | 7.14 | -8.3 | 1.1e-16 | -0.72 | 0.77 | 0.22 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | CARD9 | 0.10 | 0.01 | enet | 15 | 0.02 | 8.0e-03 | -7.34 | -10.7 | 1.4e-26 | -0.55 | 0.06 | 0.84 | FALSE |
15 | GTEx | Colon Sigmoid | INPP5E | 0.22 | 0.10 | lasso | 3 | 0.01 | 1.6e-01 | 11.26 | -11.6 | 7.2e-31 | -0.95 | 0.02 | 0.96 | FALSE |
16 | GTEx | Colon Transverse | SEC16A | 0.13 | 0.04 | lasso | 4 | 0.05 | 2.5e-03 | 8.22 | -6.8 | 1.0e-11 | -0.49 | 0.14 | 0.18 | FALSE |
17 | GTEx | Colon Transverse | SDCCAG3 | 0.11 | 0.01 | lasso | 8 | 0.02 | 5.5e-02 | 7.14 | -7.5 | 8.6e-14 | -0.58 | 0.18 | 0.28 | FALSE |
18 | GTEx | Esophagus Gastroesophageal Junction | SEC16A | 0.14 | 0.00 | enet | 12 | 0.02 | 5.1e-02 | 3.02 | -5.8 | 4.8e-09 | -0.38 | 0.14 | 0.07 | FALSE |
19 | GTEx | Esophagus Mucosa | INPP5E | 0.11 | 0.12 | lasso | 3 | 0.12 | 1.0e-08 | 8.88 | -9.2 | 5.1e-20 | -0.65 | 0.96 | 0.04 | FALSE |
20 | GTEx | Esophagus Muscularis | SDCCAG3 | 0.10 | 0.02 | enet | 5 | 0.02 | 3.6e-02 | 5.49 | -7.7 | 1.4e-14 | -0.46 | 0.21 | 0.23 | FALSE |
21 | GTEx | Heart Atrial Appendage | INPP5E | 0.13 | 0.12 | lasso | 2 | 0.10 | 3.5e-05 | 8.14 | -8.2 | 3.5e-16 | -0.61 | 0.24 | 0.27 | FALSE |
22 | GTEx | Liver | PMPCA | 0.31 | 0.00 | lasso | 5 | 0.06 | 8.9e-03 | 1.42 | 6.4 | 1.3e-10 | 0.63 | 0.03 | 0.67 | FALSE |
23 | GTEx | Lung | INPP5E | 0.10 | 0.05 | enet | 13 | 0.04 | 6.1e-04 | 8.76 | -9.2 | 2.7e-20 | -0.72 | 0.59 | 0.23 | FALSE |
24 | GTEx | Lung | SEC16A | 0.14 | 0.11 | enet | 23 | 0.10 | 2.5e-08 | 2.91 | -5.3 | 9.1e-08 | -0.43 | 1.00 | 0.00 | FALSE |
25 | GTEx | Lung | CARD9 | 0.08 | 0.04 | enet | 6 | 0.04 | 2.5e-04 | 7.86 | 10.2 | 2.9e-24 | 0.87 | 0.02 | 0.98 | FALSE |
26 | GTEx | Muscle Skeletal | CARD9 | 0.16 | 0.12 | enet | 28 | 0.11 | 9.0e-11 | -7.34 | -8.9 | 4.6e-19 | -0.27 | 1.00 | 0.00 | TRUE |
27 | GTEx | Nerve Tibial | INPP5E | 0.13 | 0.17 | enet | 10 | 0.14 | 3.7e-10 | 9.14 | -9.1 | 6.1e-20 | -0.66 | 1.00 | 0.00 | FALSE |
28 | GTEx | Ovary | INPP5E | 0.24 | 0.13 | enet | 11 | 0.15 | 1.9e-04 | 10.15 | -10.5 | 5.7e-26 | -0.80 | 0.08 | 0.52 | FALSE |
29 | GTEx | Ovary | SEC16A | 0.33 | 0.06 | enet | 10 | 0.14 | 3.4e-04 | 8.90 | -7.5 | 5.0e-14 | -0.65 | 0.04 | 0.46 | FALSE |
30 | GTEx | Pancreas | SEC16A | 0.28 | 0.10 | enet | 16 | 0.16 | 4.1e-07 | 8.22 | -9.4 | 4.5e-21 | -0.51 | 0.52 | 0.43 | FALSE |
31 | GTEx | Pancreas | SDCCAG3 | 0.21 | 0.03 | lasso | 4 | 0.01 | 9.5e-02 | 6.08 | -5.9 | 3.9e-09 | -0.55 | 0.10 | 0.05 | FALSE |
32 | GTEx | Pituitary | INPP5E | 0.21 | 0.24 | lasso | 3 | 0.14 | 1.8e-04 | 8.76 | 8.2 | 1.8e-16 | 0.60 | 0.14 | 0.52 | FALSE |
33 | GTEx | Pituitary | SEC16A | 0.37 | 0.07 | lasso | 8 | 0.11 | 9.1e-04 | 1.44 | -5.6 | 1.8e-08 | -0.38 | 0.13 | 0.08 | FALSE |
34 | GTEx | Prostate | LCN10 | 0.30 | -0.01 | enet | 11 | 0.05 | 2.4e-02 | -0.88 | 5.2 | 1.8e-07 | 0.55 | 0.03 | 0.29 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | INPP5E | 0.10 | 0.10 | lasso | 2 | 0.09 | 5.2e-08 | 8.88 | -9.3 | 1.0e-20 | -0.73 | 0.93 | 0.07 | FALSE |
36 | GTEx | Skin Sun Exposed Lower leg | RP11-611D20.2 | 0.21 | 0.16 | enet | 16 | 0.17 | 3.3e-14 | 2.46 | 6.3 | 2.5e-10 | 0.16 | 1.00 | 0.00 | TRUE |
37 | GTEx | Spleen | PMPCA | 0.24 | 0.15 | lasso | 2 | 0.10 | 1.7e-03 | 8.59 | 8.0 | 1.5e-15 | 0.65 | 0.03 | 0.61 | FALSE |
38 | GTEx | Stomach | INPP5E | 0.13 | 0.00 | enet | 27 | 0.00 | 2.0e-01 | 9.25 | -6.9 | 7.1e-12 | -0.43 | 0.05 | 0.26 | FALSE |
39 | GTEx | Stomach | SEC16A | 0.15 | 0.09 | lasso | 4 | 0.10 | 1.8e-05 | 8.26 | -8.8 | 1.7e-18 | -0.60 | 0.62 | 0.28 | FALSE |
40 | GTEx | Testis | INPP5E | 0.24 | 0.32 | enet | 10 | 0.30 | 5.4e-14 | 9.14 | -9.3 | 1.2e-20 | -0.70 | 1.00 | 0.00 | FALSE |
41 | GTEx | Testis | SDCCAG3 | 0.15 | 0.09 | lasso | 4 | 0.13 | 3.3e-06 | 7.14 | -9.1 | 1.0e-19 | -0.66 | 0.48 | 0.38 | FALSE |
42 | GTEx | Thyroid | INPP5E | 0.23 | 0.35 | enet | 16 | 0.37 | 8.2e-30 | 9.25 | -10.3 | 1.1e-24 | -0.81 | 0.91 | 0.09 | FALSE |
43 | GTEx | Thyroid | PMPCA | 0.10 | 0.05 | enet | 11 | 0.10 | 8.7e-08 | 8.42 | -9.4 | 4.2e-21 | -0.57 | 0.33 | 0.65 | FALSE |
44 | GTEx | Thyroid | SDCCAG3 | 0.16 | 0.11 | lasso | 3 | 0.12 | 9.4e-10 | 7.14 | -7.0 | 2.3e-12 | -0.61 | 1.00 | 0.00 | FALSE |
45 | GTEx | Uterus | INPP5E | 0.60 | 0.04 | enet | 10 | 0.22 | 3.4e-05 | 10.10 | -10.1 | 4.5e-24 | -0.73 | 0.06 | 0.48 | FALSE |
46 | GTEx | Whole Blood | SEC16A | 0.07 | 0.05 | lasso | 5 | 0.04 | 1.3e-04 | 8.22 | -8.5 | 1.4e-17 | -0.63 | 0.68 | 0.28 | FALSE |
47 | GTEx | Whole Blood | SDCCAG3 | 0.07 | 0.03 | enet | 6 | 0.02 | 3.4e-03 | 8.40 | -10.6 | 5.1e-26 | -0.84 | 0.02 | 0.98 | FALSE |
48 | GTEx | Whole Blood | CARD9 | 0.08 | 0.07 | lasso | 1 | 0.05 | 4.2e-05 | 12.21 | 12.2 | 2.9e-34 | 0.99 | 0.02 | 0.98 | FALSE |
49 | METSIM | Adipose | CARD9 | 0.04 | 0.05 | enet | 6 | 0.06 | 5.9e-09 | -9.66 | 11.4 | 5.9e-30 | 0.78 | 0.15 | 0.85 | FALSE |
50 | METSIM | Adipose | QSOX2 | 0.06 | 0.00 | bslmm | 370 | 0.02 | 1.8e-03 | 1.23 | 5.8 | 8.0e-09 | 0.29 | 0.10 | 0.36 | FALSE |
51 | NTR | Blood | SNAPC4 | 0.02 | 0.01 | lasso | 5 | 0.02 | 6.3e-07 | 9.25 | -7.5 | 4.5e-14 | -0.67 | 0.21 | 0.77 | FALSE |
52 | YFS | Blood | CARD9 | 0.22 | 0.37 | lasso | 5 | 0.39 | 1.3e-137 | 12.56 | 12.3 | 6.3e-35 | 0.97 | 0.00 | 1.00 | TRUE |
53 | YFS | Blood | INPP5E | 0.33 | 0.55 | lasso | 6 | 0.57 | 2.9e-235 | 10.10 | -9.7 | 2.4e-22 | -0.71 | 1.00 | 0.00 | FALSE |
54 | YFS | Blood | PMPCA | 0.03 | 0.01 | lasso | 5 | 0.02 | 2.7e-07 | 9.25 | 9.4 | 4.0e-21 | 0.79 | 0.08 | 0.92 | FALSE |
55 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | SEC16A | 0.12 | 0.02 | enet | 10 | 0.03 | 2.2e-03 | -0.88 | -6.8 | 1.2e-11 | -0.33 | 0.06 | 0.07 | FALSE |
56 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SDCCAG3 | 0.05 | 0.01 | blup | 61 | 0.01 | 7.9e-04 | 8.26 | -7.2 | 5.0e-13 | -0.47 | 0.07 | 0.14 | FALSE |
57 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SEC16A | 0.02 | 0.00 | blup | 69 | 0.01 | 1.0e-03 | 8.76 | -11.2 | 6.7e-29 | -0.67 | 0.11 | 0.40 | FALSE |
58 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | INPP5E | 0.25 | 0.10 | lasso | 3 | 0.09 | 4.9e-05 | 10.10 | -10.2 | 2.1e-24 | -0.71 | 0.28 | 0.26 | FALSE |
59 | The Cancer Genome Atlas | Colon Adenocarcinoma | INPP5E | 0.11 | 0.08 | lasso | 2 | 0.08 | 3.4e-05 | 10.10 | -10.1 | 4.5e-24 | -0.72 | 0.14 | 0.16 | FALSE |
60 | The Cancer Genome Atlas | Colon Adenocarcinoma | SDCCAG3 | 0.08 | 0.01 | lasso | 4 | 0.02 | 3.1e-02 | 6.08 | -8.5 | 1.7e-17 | -0.69 | 0.04 | 0.19 | FALSE |
61 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | INPP5E | 0.03 | 0.01 | blup | 54 | 0.01 | 1.1e-02 | 10.15 | -9.8 | 7.1e-23 | -0.82 | 0.01 | 0.74 | FALSE |
62 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SDCCAG3 | 0.04 | 0.05 | enet | 6 | 0.04 | 5.1e-05 | 6.08 | -8.4 | 4.1e-17 | -0.74 | 0.56 | 0.39 | FALSE |
63 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | INPP5E | 0.07 | 0.04 | blup | 54 | 0.07 | 6.0e-05 | 8.04 | -11.1 | 1.3e-28 | -0.82 | 0.04 | 0.86 | FALSE |
64 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SDCCAG3 | 0.05 | 0.01 | blup | 61 | 0.01 | 5.9e-02 | 8.52 | -10.6 | 2.2e-26 | -0.85 | 0.03 | 0.58 | FALSE |
65 | The Cancer Genome Atlas | Brain Lower Grade Glioma | GPSM1 | 0.06 | 0.01 | enet | 11 | 0.02 | 1.0e-03 | 9.76 | -5.6 | 2.1e-08 | -0.66 | 0.01 | 0.91 | FALSE |
66 | The Cancer Genome Atlas | Brain Lower Grade Glioma | INPP5E | 0.04 | 0.02 | blup | 54 | 0.03 | 4.4e-04 | 8.76 | -8.9 | 6.5e-19 | -0.68 | 0.21 | 0.38 | FALSE |
67 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SNAPC4 | 0.13 | 0.05 | enet | 7 | 0.06 | 1.7e-07 | 7.34 | -7.3 | 3.3e-13 | -0.66 | 0.77 | 0.09 | FALSE |
68 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | SNAPC4 | 0.40 | 0.12 | lasso | 2 | 0.11 | 4.0e-05 | 3.76 | -5.4 | 6.7e-08 | -0.51 | 0.08 | 0.05 | FALSE |
69 | The Cancer Genome Atlas | Prostate Adenocarcinoma | INPP5E | 0.04 | 0.02 | blup | 54 | 0.02 | 1.1e-03 | 3.20 | -5.2 | 2.5e-07 | -0.47 | 0.37 | 0.13 | FALSE |
70 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SDCCAG3 | 0.08 | 0.05 | lasso | 2 | 0.05 | 3.3e-06 | 6.08 | -8.6 | 1.1e-17 | -0.76 | 0.60 | 0.33 | FALSE |
71 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SEC16A | 0.08 | 0.10 | lasso | 4 | 0.08 | 1.9e-08 | 8.03 | -8.4 | 4.0e-17 | -0.58 | 1.00 | 0.00 | FALSE |
72 | The Cancer Genome Atlas | Rectum Adenocarcinoma | DNLZ | 0.75 | 0.03 | enet | 20 | 0.22 | 7.0e-06 | 0.71 | -7.2 | 4.7e-13 | -0.43 | 0.00 | 0.11 | FALSE |
73 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | INPP5E | 0.10 | 0.06 | blup | 54 | 0.08 | 8.1e-04 | 8.88 | -10.7 | 8.1e-27 | -0.84 | 0.03 | 0.73 | FALSE |
74 | The Cancer Genome Atlas | Thyroid Carcinoma | INPP5E | 0.11 | 0.16 | lasso | 3 | 0.16 | 2.4e-15 | 10.15 | -10.3 | 1.1e-24 | -0.83 | 0.84 | 0.16 | FALSE |
75 | The Cancer Genome Atlas | Thyroid Carcinoma | SDCCAG3 | 0.16 | 0.14 | lasso | 4 | 0.12 | 8.2e-12 | 6.08 | -6.2 | 5.7e-10 | -0.58 | 1.00 | 0.00 | FALSE |