Best TWAS P=7.87e-28 · Best GWAS P=2.96e-21 conditioned to 7.75e-11
# | 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 | ENTPD1 | 0.07 | 0.04 | enet | 10 | 0.06 | 1.7e-07 | -5.8 | 7.1 | 1.5e-12 | -0.04 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | TCTN3 | 0.04 | 0.01 | lasso | 7 | 0.03 | 2.4e-04 | 2.1 | 5.1 | 3.0e-07 | 0.02 | 0.45 | 0.02 | FALSE |
3 | GTEx | Adipose Subcutaneous | RRP12 | 0.09 | 0.06 | lasso | 3 | 0.05 | 1.4e-04 | 5.8 | 5.8 | 6.8e-09 | 0.04 | 0.02 | 0.98 | FALSE |
4 | GTEx | Artery Aorta | RRP12 | 0.16 | 0.11 | lasso | 6 | 0.09 | 9.1e-06 | 5.6 | 5.8 | 8.2e-09 | 0.06 | 0.02 | 0.97 | FALSE |
5 | GTEx | Artery Aorta | TCTN3 | 0.09 | 0.07 | enet | 17 | 0.03 | 8.4e-03 | 6.4 | 6.9 | 4.7e-12 | -0.04 | 0.65 | 0.02 | FALSE |
6 | GTEx | Artery Tibial | ALDH18A1 | 0.15 | 0.08 | enet | 17 | 0.09 | 1.1e-07 | 5.6 | 5.3 | 1.4e-07 | -0.02 | 0.99 | 0.00 | FALSE |
7 | GTEx | Brain Caudate basal ganglia | RRP12 | 0.23 | 0.13 | lasso | 2 | 0.08 | 3.3e-03 | 6.0 | 6.0 | 2.3e-09 | 0.05 | 0.02 | 0.93 | FALSE |
8 | GTEx | Brain Cerebellar Hemisphere | RRP12 | 0.27 | 0.24 | lasso | 7 | 0.18 | 2.7e-05 | 5.8 | 5.8 | 6.7e-09 | 0.05 | 0.02 | 0.96 | FALSE |
9 | GTEx | Brain Cerebellum | HELLS | 0.26 | 0.20 | lasso | 9 | 0.19 | 2.8e-06 | -6.0 | -5.7 | 1.0e-08 | 0.01 | 0.03 | 0.97 | FALSE |
10 | GTEx | Brain Frontal Cortex BA9 | HELLS | 0.16 | 0.09 | enet | 20 | 0.15 | 1.0e-04 | -5.8 | -5.9 | 3.4e-09 | 0.02 | 0.03 | 0.95 | FALSE |
11 | GTEx | Brain Nucleus accumbens basal ganglia | RRP12 | 0.32 | 0.26 | lasso | 6 | 0.23 | 6.5e-07 | 5.9 | 5.8 | 7.8e-09 | 0.04 | 0.02 | 0.98 | FALSE |
12 | GTEx | Breast Mammary Tissue (Female) | RRP12 | 0.24 | 0.07 | lasso | 5 | 0.02 | 1.1e-01 | 5.6 | 5.7 | 1.1e-08 | 0.06 | 0.02 | 0.81 | FALSE |
13 | GTEx | Cells EBV-transformed lymphocytes | ENTPD1 | 0.41 | 0.41 | enet | 29 | 0.44 | 1.0e-15 | 6.4 | 7.0 | 1.9e-12 | -0.04 | 1.00 | 0.00 | FALSE |
14 | GTEx | Cells EBV-transformed lymphocytes | ENTPD1-AS1 | 0.32 | 0.23 | enet | 30 | 0.27 | 2.5e-09 | -7.4 | 7.0 | 2.3e-12 | -0.03 | 1.00 | 0.00 | FALSE |
15 | GTEx | Cells EBV-transformed lymphocytes | RP11-429G19.3 | 0.35 | 0.14 | lasso | 14 | 0.13 | 5.9e-05 | -7.4 | 7.3 | 2.8e-13 | -0.03 | 0.02 | 0.98 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | TCTN3 | 0.09 | 0.06 | lasso | 6 | 0.03 | 1.3e-03 | 6.4 | 6.5 | 1.1e-10 | -0.04 | 0.85 | 0.01 | FALSE |
17 | GTEx | Esophagus Mucosa | RP11-429G19.3 | 0.10 | 0.00 | enet | 12 | 0.02 | 3.2e-02 | -5.8 | 5.8 | 5.6e-09 | -0.02 | 0.08 | 0.81 | FALSE |
18 | GTEx | Esophagus Muscularis | TCTN3 | 0.31 | 0.17 | lasso | 10 | 0.21 | 9.8e-13 | -7.3 | 6.6 | 5.4e-11 | -0.01 | 1.00 | 0.00 | FALSE |
19 | GTEx | Heart Atrial Appendage | RRP12 | 0.26 | 0.24 | enet | 14 | 0.26 | 5.0e-12 | 5.9 | 6.0 | 2.4e-09 | 0.05 | 0.02 | 0.98 | FALSE |
20 | GTEx | Heart Atrial Appendage | TCTN3 | 0.12 | 0.04 | enet | 17 | 0.03 | 1.8e-02 | 6.7 | 6.7 | 2.2e-11 | -0.05 | 0.77 | 0.02 | FALSE |
21 | GTEx | Heart Atrial Appendage | RP11-452K12.7 | 0.26 | 0.17 | lasso | 9 | 0.21 | 1.2e-09 | 5.8 | 5.9 | 2.8e-09 | 0.06 | 0.02 | 0.98 | FALSE |
22 | GTEx | Heart Left Ventricle | RRP12 | 0.31 | 0.19 | enet | 15 | 0.20 | 5.1e-11 | 5.8 | 5.9 | 3.0e-09 | 0.04 | 0.02 | 0.98 | FALSE |
23 | GTEx | Heart Left Ventricle | TCTN3 | 0.09 | 0.01 | lasso | 7 | 0.02 | 2.7e-02 | -5.1 | 5.6 | 1.9e-08 | 0.02 | 0.22 | 0.04 | FALSE |
24 | GTEx | Liver | ALDH18A1 | 0.21 | 0.16 | enet | 17 | 0.16 | 3.4e-05 | 5.6 | 7.1 | 9.5e-13 | -0.03 | 0.75 | 0.01 | FALSE |
25 | GTEx | Lung | RRP12 | 0.13 | 0.17 | lasso | 6 | 0.16 | 4.7e-12 | 5.9 | 6.0 | 2.7e-09 | 0.05 | 0.02 | 0.98 | FALSE |
26 | GTEx | Muscle Skeletal | RRP12 | 0.26 | 0.27 | lasso | 4 | 0.27 | 1.5e-26 | 5.9 | 6.0 | 2.3e-09 | 0.05 | 0.02 | 0.98 | FALSE |
27 | GTEx | Muscle Skeletal | RP11-452K12.7 | 0.16 | 0.14 | lasso | 5 | 0.13 | 1.4e-12 | 5.9 | 5.8 | 7.5e-09 | 0.04 | 0.02 | 0.98 | FALSE |
28 | GTEx | Muscle Skeletal | RP11-429G19.3 | 0.06 | 0.02 | lasso | 2 | 0.00 | 1.8e-01 | 5.8 | 5.5 | 4.1e-08 | -0.03 | 0.19 | 0.15 | FALSE |
29 | GTEx | Nerve Tibial | HELLS | 0.12 | 0.12 | enet | 17 | 0.10 | 1.6e-07 | -5.5 | -6.2 | 5.1e-10 | 0.02 | 0.11 | 0.89 | TRUE |
30 | GTEx | Nerve Tibial | TCTN3 | 0.11 | 0.05 | lasso | 4 | 0.04 | 1.2e-03 | -7.4 | 6.9 | 5.3e-12 | -0.01 | 0.72 | 0.01 | FALSE |
31 | GTEx | Nerve Tibial | LCOR | 0.12 | 0.06 | lasso | 1 | 0.03 | 3.0e-03 | 5.7 | 5.7 | 1.5e-08 | 0.07 | 0.06 | 0.60 | FALSE |
32 | GTEx | Ovary | HELLS | 0.15 | 0.04 | lasso | 5 | 0.09 | 3.1e-03 | -5.4 | -5.5 | 4.0e-08 | 0.02 | 0.05 | 0.73 | FALSE |
33 | GTEx | Pancreas | RRP12 | 0.22 | 0.21 | enet | 25 | 0.24 | 2.7e-10 | 5.9 | 5.7 | 9.9e-09 | 0.04 | 0.02 | 0.98 | FALSE |
34 | GTEx | Prostate | CCNJ | 0.23 | 0.18 | lasso | 2 | 0.03 | 7.1e-02 | -7.4 | 7.3 | 3.1e-13 | -0.04 | 0.02 | 0.90 | FALSE |
35 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-429G19.3 | 0.22 | 0.22 | lasso | 4 | 0.22 | 1.4e-12 | -4.5 | 5.4 | 6.9e-08 | -0.04 | 1.00 | 0.00 | FALSE |
36 | GTEx | Skin Sun Exposed Lower leg | RRP12 | 0.22 | 0.14 | lasso | 6 | 0.13 | 1.1e-10 | 6.0 | 6.1 | 1.1e-09 | 0.05 | 0.02 | 0.98 | FALSE |
37 | GTEx | Skin Sun Exposed Lower leg | HELLS | 0.05 | 0.02 | lasso | 3 | 0.00 | 1.2e-01 | -6.1 | -5.1 | 3.0e-07 | 0.00 | 0.02 | 0.96 | FALSE |
38 | GTEx | Skin Sun Exposed Lower leg | ENTPD1 | 0.08 | 0.11 | lasso | 3 | 0.11 | 2.0e-09 | -5.8 | 5.6 | 1.9e-08 | -0.04 | 1.00 | 0.00 | FALSE |
39 | GTEx | Skin Sun Exposed Lower leg | RP11-429G19.3 | 0.21 | 0.17 | enet | 20 | 0.20 | 5.0e-16 | -5.8 | 5.7 | 1.6e-08 | -0.06 | 1.00 | 0.00 | FALSE |
40 | GTEx | Spleen | ENTPD1 | 0.31 | 0.13 | enet | 22 | 0.19 | 1.3e-05 | -7.3 | 6.0 | 2.0e-09 | 0.02 | 0.55 | 0.04 | FALSE |
41 | GTEx | Testis | TCTN3 | 0.11 | 0.02 | enet | 22 | 0.01 | 1.2e-01 | -7.4 | 10.9 | 7.9e-28 | 0.27 | 0.11 | 0.19 | TRUE |
42 | GTEx | Whole Blood | RRP12 | 0.17 | 0.14 | lasso | 5 | 0.16 | 1.1e-14 | 6.0 | 6.0 | 1.6e-09 | 0.06 | 0.02 | 0.98 | FALSE |
43 | GTEx | Whole Blood | RP11-452K12.7 | 0.19 | 0.15 | lasso | 4 | 0.16 | 3.7e-14 | 6.0 | 5.9 | 3.6e-09 | 0.04 | 0.02 | 0.98 | FALSE |
44 | METSIM | Adipose | ALDH18A1 | 0.04 | 0.05 | enet | 20 | 0.03 | 5.1e-05 | -3.6 | 5.8 | 5.5e-09 | -0.09 | 0.99 | 0.00 | FALSE |
45 | METSIM | Adipose | FRAT1 | 0.06 | 0.03 | lasso | 10 | 0.03 | 2.2e-05 | 5.6 | 5.9 | 4.1e-09 | 0.07 | 0.03 | 0.97 | FALSE |
46 | METSIM | Adipose | FRAT2 | 0.04 | 0.06 | lasso | 6 | 0.04 | 3.8e-07 | 6.0 | 6.0 | 2.6e-09 | 0.05 | 0.02 | 0.98 | FALSE |
47 | METSIM | Adipose | HELLS | 0.03 | 0.04 | lasso | 3 | 0.03 | 9.3e-05 | -5.5 | -5.5 | 3.7e-08 | 0.04 | 0.06 | 0.94 | FALSE |
48 | METSIM | Adipose | RRP12 | 0.13 | 0.09 | lasso | 8 | 0.10 | 3.6e-14 | 6.0 | 6.1 | 8.1e-10 | 0.07 | 0.02 | 0.98 | TRUE |
49 | NTR | Blood | FRAT2 | 0.06 | 0.07 | bslmm | 466 | 0.07 | 3.1e-20 | 6.0 | 5.6 | 2.0e-08 | 0.04 | 0.02 | 0.98 | FALSE |
50 | NTR | Blood | RRP12 | 0.14 | 0.22 | lasso | 5 | 0.21 | 2.7e-67 | 5.9 | 6.0 | 1.9e-09 | 0.05 | 0.02 | 0.98 | FALSE |
51 | NTR | Blood | TCTN3 | 0.02 | 0.00 | bslmm | 515 | 0.01 | 1.5e-03 | -7.3 | 5.7 | 1.3e-08 | -0.06 | 0.29 | 0.02 | FALSE |
52 | ROSMAP | Brain Pre-frontal Cortex | RRP12 | 0.12 | 0.14 | lasso | 7 | 0.14 | 3.7e-18 | 6.0 | 5.8 | 7.2e-09 | 0.06 | 0.02 | 0.98 | FALSE |
53 | YFS | Blood | ENTPD1 | 0.18 | 0.10 | enet | 47 | 0.21 | 3.2e-67 | -7.4 | 6.3 | 3.3e-10 | -0.01 | 1.00 | 0.00 | FALSE |
54 | YFS | Blood | RRP12 | 0.28 | 0.46 | lasso | 2 | 0.46 | 1.1e-173 | 6.0 | 6.1 | 1.4e-09 | 0.06 | 0.02 | 0.98 | FALSE |
55 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | ENTPD1 | 0.08 | 0.05 | blup | 90 | 0.07 | 1.0e-06 | 5.7 | 6.4 | 1.2e-10 | -0.06 | 0.40 | 0.59 | FALSE |
56 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | FRAT2 | 0.05 | 0.01 | blup | 39 | 0.02 | 1.1e-02 | 6.0 | 5.3 | 1.2e-07 | 0.03 | 0.01 | 0.70 | FALSE |
57 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HELLS | 0.04 | 0.01 | blup | 47 | 0.03 | 1.3e-06 | -5.4 | -5.2 | 2.0e-07 | 0.05 | 0.04 | 0.95 | FALSE |
58 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RRP12 | 0.07 | 0.05 | enet | 19 | 0.05 | 8.6e-11 | 5.7 | 5.3 | 1.1e-07 | 0.07 | 0.03 | 0.97 | FALSE |
59 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | ENTPD1 | 0.13 | 0.05 | blup | 91 | 0.10 | 1.6e-05 | -7.4 | 6.5 | 9.3e-11 | -0.01 | 0.02 | 0.97 | FALSE |
60 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | TBC1D12 | 0.04 | 0.01 | blup | 63 | 0.03 | 8.3e-03 | -6.1 | 6.1 | 1.1e-09 | -0.01 | 0.02 | 0.74 | FALSE |
61 | The Cancer Genome Atlas | Colon Adenocarcinoma | ENTPD1 | 0.06 | 0.10 | lasso | 7 | 0.10 | 3.9e-06 | 6.5 | 6.5 | 1.0e-10 | -0.03 | 0.06 | 0.92 | FALSE |
62 | The Cancer Genome Atlas | Colon Adenocarcinoma | RRP12 | 0.09 | 0.08 | lasso | 1 | 0.07 | 6.3e-05 | 6.0 | 6.0 | 2.5e-09 | 0.05 | 0.02 | 0.98 | FALSE |
63 | The Cancer Genome Atlas | Glioblastoma Multiforme | TCTN3 | 0.20 | 0.07 | lasso | 2 | 0.09 | 1.4e-03 | 6.5 | 6.3 | 2.9e-10 | -0.04 | 0.01 | 0.59 | FALSE |
64 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ENTPD1 | 0.13 | 0.15 | enet | 18 | 0.21 | 9.1e-23 | -7.3 | 7.2 | 5.6e-13 | -0.05 | 0.01 | 0.99 | FALSE |
65 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | HELLS | 0.03 | 0.03 | blup | 47 | 0.03 | 1.7e-04 | -5.8 | -5.9 | 4.4e-09 | 0.03 | 0.02 | 0.97 | FALSE |
66 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | RRP12 | 0.02 | 0.03 | lasso | 5 | 0.02 | 2.0e-03 | 5.9 | 5.9 | 3.4e-09 | 0.04 | 0.02 | 0.88 | FALSE |
67 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ENTPD1 | 0.13 | 0.09 | lasso | 6 | 0.08 | 1.4e-09 | 5.8 | 5.2 | 2.3e-07 | -0.03 | 1.00 | 0.00 | FALSE |
68 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | RRP12 | 0.05 | 0.05 | lasso | 6 | 0.05 | 1.6e-06 | 5.6 | 6.0 | 1.6e-09 | 0.06 | 0.02 | 0.98 | FALSE |
69 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TCTN3 | 0.04 | 0.04 | lasso | 2 | 0.04 | 4.2e-05 | 5.8 | 5.7 | 1.4e-08 | -0.02 | 0.16 | 0.42 | FALSE |
70 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | RRP12 | 0.14 | 0.07 | lasso | 4 | 0.10 | 3.3e-06 | 6.0 | 5.7 | 1.3e-08 | 0.06 | 0.02 | 0.98 | FALSE |
71 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ENTPD1 | 0.03 | 0.01 | blup | 91 | 0.01 | 1.1e-02 | -4.6 | 6.7 | 1.6e-11 | -0.08 | 0.05 | 0.72 | FALSE |
72 | The Cancer Genome Atlas | Brain Lower Grade Glioma | HELLS | 0.03 | 0.03 | lasso | 3 | 0.02 | 5.7e-03 | -6.1 | -5.8 | 9.0e-09 | 0.00 | 0.01 | 0.97 | FALSE |
73 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RRP12 | 0.02 | 0.01 | blup | 57 | 0.01 | 7.0e-02 | 5.8 | 5.9 | 4.7e-09 | 0.05 | 0.02 | 0.86 | FALSE |
74 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TCTN3 | 0.09 | 0.10 | enet | 4 | 0.11 | 1.8e-12 | -7.4 | 7.6 | 3.2e-14 | -0.04 | 0.00 | 1.00 | FALSE |
75 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | RRP12 | 0.09 | 0.05 | blup | 57 | 0.05 | 1.6e-03 | 6.0 | 5.7 | 1.0e-08 | 0.07 | 0.02 | 0.94 | FALSE |
76 | The Cancer Genome Atlas | Lung Adenocarcinoma | ENTPD1 | 0.07 | 0.07 | blup | 90 | 0.11 | 2.1e-12 | 6.4 | 6.5 | 8.7e-11 | -0.05 | 0.03 | 0.97 | FALSE |
77 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ENTPD1 | 0.07 | 0.07 | enet | 16 | 0.10 | 4.8e-11 | -6.0 | 6.9 | 3.8e-12 | -0.03 | 0.03 | 0.97 | FALSE |
78 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | ENTPD1 | 0.08 | 0.01 | enet | 13 | 0.05 | 2.0e-04 | -6.0 | 5.8 | 5.5e-09 | -0.06 | 0.02 | 0.92 | FALSE |
79 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | RRP12 | 0.07 | 0.04 | lasso | 4 | 0.02 | 4.9e-02 | 5.8 | 5.8 | 5.8e-09 | 0.04 | 0.01 | 0.76 | FALSE |
80 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | RRP12 | 0.14 | 0.15 | lasso | 1 | 0.12 | 1.6e-05 | 5.9 | 5.9 | 2.8e-09 | 0.04 | 0.02 | 0.98 | FALSE |
81 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ENTPD1 | 0.05 | 0.03 | enet | 17 | 0.04 | 1.9e-05 | -6.0 | 6.3 | 2.8e-10 | -0.05 | 0.29 | 0.57 | FALSE |
82 | The Cancer Genome Atlas | Prostate Adenocarcinoma | HELLS | 0.03 | 0.02 | blup | 47 | 0.03 | 2.1e-04 | -6.1 | -5.2 | 2.1e-07 | 0.04 | 0.02 | 0.95 | FALSE |
83 | The Cancer Genome Atlas | Prostate Adenocarcinoma | RRP12 | 0.03 | 0.05 | lasso | 1 | 0.04 | 8.8e-05 | 5.8 | 5.8 | 5.9e-09 | 0.04 | 0.02 | 0.98 | FALSE |
84 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TBC1D12 | 0.04 | 0.04 | blup | 63 | 0.03 | 3.9e-04 | -5.4 | -6.0 | 2.1e-09 | 0.04 | 0.08 | 0.83 | FALSE |
85 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TCTN3 | 0.05 | 0.02 | enet | 5 | 0.02 | 1.5e-03 | 6.5 | 5.7 | 9.5e-09 | 0.00 | 0.03 | 0.86 | FALSE |
86 | The Cancer Genome Atlas | Stomach Adenocarcinoma | ENTPD1 | 0.07 | 0.03 | blup | 91 | 0.04 | 4.5e-04 | 5.8 | 6.2 | 7.7e-10 | -0.01 | 0.18 | 0.56 | FALSE |
87 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | ENTPD1 | 0.25 | 0.21 | lasso | 7 | 0.31 | 1.4e-11 | -5.8 | 7.4 | 1.2e-13 | -0.04 | 0.02 | 0.98 | FALSE |
88 | The Cancer Genome Atlas | Thyroid Carcinoma | HELLS | 0.05 | 0.02 | blup | 47 | 0.03 | 9.6e-04 | -5.8 | -5.8 | 6.5e-09 | 0.04 | 0.02 | 0.95 | FALSE |