Best TWAS P=2.02e-68 · Best GWAS P=8.39e-70 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 | ACADS | 0.05 | 0.06 | lasso | 2 | 0.05 | 3.0e-07 | 17.7 | 17.1 | 1.2e-65 | 0.99 | 0.00 | 1.00 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | DYNLL1 | 0.06 | 0.01 | blup | 413 | 0.05 | 2.1e-06 | -2.4 | 7.6 | 3.3e-14 | 0.45 | 0.23 | 0.39 | FALSE |
3 | GTEx | Adipose Subcutaneous | RP11-380L11.3 | 0.09 | 0.03 | lasso | 3 | 0.03 | 1.4e-03 | -6.3 | -6.9 | 4.1e-12 | 0.00 | 0.02 | 0.97 | TRUE |
4 | GTEx | Adipose Visceral Omentum | CCDC92 | 0.19 | 0.02 | lasso | 8 | 0.09 | 3.3e-05 | -6.5 | -6.0 | 2.6e-09 | 0.01 | 0.04 | 0.95 | FALSE |
5 | GTEx | Adipose Visceral Omentum | RP11-380L11.3 | 0.15 | 0.03 | lasso | 5 | 0.01 | 1.4e-01 | -2.0 | -5.7 | 1.0e-08 | 0.00 | 0.05 | 0.71 | FALSE |
6 | GTEx | Artery Aorta | SPPL3 | 0.18 | 0.15 | enet | 13 | 0.17 | 1.4e-09 | -3.2 | -8.0 | 1.1e-15 | -0.60 | 0.85 | 0.14 | FALSE |
7 | GTEx | Artery Aorta | C12orf43 | 0.21 | 0.01 | enet | 42 | 0.08 | 4.6e-05 | 14.6 | -5.8 | 5.5e-09 | -0.44 | 0.04 | 0.65 | FALSE |
8 | GTEx | Artery Tibial | ACADS | 0.09 | 0.01 | lasso | 6 | 0.04 | 3.6e-04 | 13.7 | 16.0 | 2.5e-57 | 0.79 | 0.01 | 0.99 | FALSE |
9 | GTEx | Artery Tibial | RP11-380L11.4 | 0.14 | 0.12 | lasso | 4 | 0.12 | 2.2e-09 | -6.3 | -6.3 | 2.6e-10 | 0.00 | 0.04 | 0.96 | FALSE |
10 | GTEx | Brain Cerebellum | ACADS | 0.45 | 0.28 | enet | 36 | 0.28 | 8.8e-09 | 17.4 | 15.9 | 1.3e-56 | 0.77 | 0.00 | 1.00 | FALSE |
11 | GTEx | Brain Cortex | ACADS | 0.40 | 0.10 | enet | 26 | 0.30 | 6.3e-09 | 17.4 | 12.3 | 1.4e-34 | 0.68 | 0.00 | 0.99 | FALSE |
12 | GTEx | Brain Hippocampus | C12orf43 | 0.37 | 0.08 | lasso | 6 | 0.18 | 6.3e-05 | -1.8 | 6.3 | 2.8e-10 | 0.35 | 0.07 | 0.05 | FALSE |
13 | GTEx | Brain Putamen basal ganglia | WDR66 | 0.25 | 0.01 | enet | 16 | -0.01 | 5.6e-01 | -4.5 | 6.4 | 1.6e-10 | -0.08 | 0.06 | 0.22 | TRUE |
14 | GTEx | Breast Mammary Tissue (Male) | CCDC92 | 0.06 | -0.01 | lasso | 3 | 0.00 | 4.3e-01 | -6.3 | -5.5 | 4.0e-08 | 0.01 | 0.03 | 0.25 | FALSE |
15 | GTEx | Breast Mammary Tissue (Female) | CCDC92 | 0.05 | -0.01 | enet | 2 | -0.01 | 6.2e-01 | -6.2 | -6.2 | 4.6e-10 | 0.00 | 0.03 | 0.36 | FALSE |
16 | GTEx | Cells EBV-transformed lymphocytes | POP5 | 0.33 | 0.01 | enet | 27 | 0.08 | 1.4e-03 | -1.5 | -10.2 | 2.5e-24 | -0.25 | 0.07 | 0.19 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | SPPL3 | 0.13 | 0.14 | lasso | 5 | 0.14 | 1.2e-10 | -8.1 | -7.7 | 1.3e-14 | -0.56 | 1.00 | 0.00 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | WDR66 | 0.39 | 0.38 | lasso | 7 | 0.41 | 4.5e-33 | 4.8 | 5.4 | 6.6e-08 | 0.02 | 1.00 | 0.00 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | ARL6IP4 | 0.12 | 0.13 | lasso | 2 | 0.12 | 4.0e-09 | -5.2 | 5.2 | 1.7e-07 | -0.08 | 0.03 | 0.97 | FALSE |
20 | GTEx | Colon Sigmoid | SPPL3 | 0.13 | 0.03 | lasso | 3 | 0.01 | 1.2e-01 | -6.5 | -6.8 | 1.3e-11 | -0.44 | 0.10 | 0.50 | FALSE |
21 | GTEx | Colon Sigmoid | RP11-380L11.4 | 0.21 | 0.12 | lasso | 3 | 0.08 | 1.1e-03 | -6.5 | -6.4 | 1.5e-10 | -0.01 | 0.03 | 0.93 | FALSE |
22 | GTEx | Colon Transverse | MLXIP | 0.20 | 0.18 | enet | 23 | 0.14 | 5.8e-07 | -6.6 | -7.2 | 6.3e-13 | 0.05 | 0.03 | 0.97 | TRUE |
23 | GTEx | Esophagus Gastroesophageal Junction | UNC119B | 0.16 | 0.01 | lasso | 6 | 0.00 | 2.3e-01 | 4.7 | 9.9 | 4.4e-23 | 0.63 | 0.03 | 0.78 | TRUE |
24 | GTEx | Esophagus Mucosa | CCDC92 | 0.11 | 0.02 | lasso | 4 | 0.02 | 1.9e-02 | -6.4 | -6.2 | 4.4e-10 | 0.00 | 0.02 | 0.95 | FALSE |
25 | GTEx | Esophagus Muscularis | ACADS | 0.11 | 0.04 | enet | 8 | 0.04 | 1.7e-03 | 17.4 | 16.3 | 6.4e-60 | 0.90 | 0.00 | 0.99 | TRUE |
26 | GTEx | Esophagus Muscularis | UNC119B | 0.11 | 0.11 | lasso | 3 | 0.07 | 4.7e-05 | 17.4 | 17.5 | 2.0e-68 | 0.94 | 0.00 | 1.00 | TRUE |
27 | GTEx | Esophagus Muscularis | RP11-173P15.5 | 0.18 | 0.02 | enet | 24 | 0.07 | 6.7e-05 | 17.4 | 11.2 | 2.6e-29 | 0.63 | 0.00 | 0.99 | FALSE |
28 | GTEx | Esophagus Muscularis | RP11-380L11.4 | 0.27 | 0.29 | lasso | 8 | 0.27 | 1.0e-16 | -6.5 | -6.5 | 8.8e-11 | -0.01 | 0.03 | 0.97 | FALSE |
29 | GTEx | Heart Atrial Appendage | CCDC92 | 0.12 | 0.11 | enet | 9 | 0.11 | 1.1e-05 | -5.4 | -6.3 | 2.8e-10 | -0.04 | 0.03 | 0.95 | FALSE |
30 | GTEx | Heart Atrial Appendage | AC084018.1 | 0.34 | 0.19 | enet | 9 | 0.20 | 3.7e-09 | -4.5 | 5.4 | 5.7e-08 | -0.04 | 0.97 | 0.00 | FALSE |
31 | GTEx | Heart Atrial Appendage | RP11-380L11.4 | 0.18 | 0.11 | lasso | 7 | 0.12 | 6.5e-06 | -6.5 | -6.4 | 1.8e-10 | 0.00 | 0.03 | 0.96 | FALSE |
32 | GTEx | Heart Left Ventricle | CCDC92 | 0.26 | 0.19 | lasso | 4 | 0.21 | 1.9e-11 | -6.4 | -6.5 | 7.9e-11 | 0.00 | 0.05 | 0.95 | FALSE |
33 | GTEx | Heart Left Ventricle | RHOF | 0.10 | 0.05 | lasso | 3 | 0.08 | 6.4e-05 | -4.4 | -5.2 | 2.4e-07 | 0.06 | 0.40 | 0.03 | TRUE |
34 | GTEx | Liver | ABCB9 | 0.32 | 0.32 | lasso | 3 | 0.28 | 1.9e-08 | -5.2 | -5.2 | 1.8e-07 | 0.07 | 0.04 | 0.95 | FALSE |
35 | GTEx | Lung | RP11-380L11.4 | 0.07 | 0.07 | lasso | 3 | 0.07 | 8.2e-06 | -6.5 | -6.7 | 2.3e-11 | -0.01 | 0.01 | 0.99 | FALSE |
36 | GTEx | Muscle Skeletal | ACADS | 0.09 | 0.02 | lasso | 5 | 0.02 | 2.4e-03 | 10.4 | -10.4 | 2.8e-25 | -0.72 | 0.04 | 0.92 | FALSE |
37 | GTEx | Muscle Skeletal | RP11-380L11.4 | 0.14 | 0.03 | lasso | 8 | 0.03 | 4.0e-04 | -6.3 | -6.0 | 2.3e-09 | 0.01 | 0.04 | 0.96 | FALSE |
38 | GTEx | Muscle Skeletal | RP11-347I19.8 | 0.08 | 0.06 | lasso | 4 | 0.06 | 2.4e-06 | -4.5 | 5.5 | 2.9e-08 | -0.09 | 0.96 | 0.01 | FALSE |
39 | GTEx | Nerve Tibial | CCDC92 | 0.16 | 0.01 | enet | 6 | 0.04 | 6.7e-04 | -6.9 | -6.0 | 1.7e-09 | 0.04 | 0.01 | 0.92 | FALSE |
40 | GTEx | Nerve Tibial | ACADS | 0.14 | 0.10 | enet | 18 | 0.08 | 1.7e-06 | 13.7 | 16.5 | 6.3e-61 | 0.83 | 0.06 | 0.94 | FALSE |
41 | GTEx | Nerve Tibial | UNC119B | 0.09 | 0.08 | lasso | 3 | 0.06 | 8.7e-05 | 10.5 | 11.4 | 5.9e-30 | 0.72 | 0.25 | 0.68 | FALSE |
42 | GTEx | Ovary | MLEC | 0.42 | -0.01 | enet | 42 | 0.10 | 2.2e-03 | 4.9 | 6.7 | 2.2e-11 | 0.11 | 0.06 | 0.10 | TRUE |
43 | GTEx | Skin Not Sun Exposed Suprapubic | ABCB9 | 0.13 | 0.15 | lasso | 11 | 0.11 | 2.1e-06 | -5.2 | -5.7 | 9.6e-09 | 0.08 | 0.02 | 0.98 | TRUE |
44 | GTEx | Skin Sun Exposed Lower leg | MLEC | 0.12 | 0.10 | lasso | 4 | 0.12 | 5.4e-10 | 17.4 | -15.3 | 1.3e-52 | -0.82 | 0.00 | 1.00 | TRUE |
45 | GTEx | Skin Sun Exposed Lower leg | ABCB9 | 0.09 | 0.08 | lasso | 5 | 0.08 | 4.3e-07 | -5.2 | -5.3 | 1.4e-07 | 0.08 | 0.03 | 0.97 | FALSE |
46 | GTEx | Skin Sun Exposed Lower leg | CABP1 | 0.13 | 0.00 | enet | 36 | 0.06 | 1.1e-05 | 13.7 | -12.4 | 2.0e-35 | -0.57 | 0.01 | 0.93 | FALSE |
47 | GTEx | Skin Sun Exposed Lower leg | RP11-380L11.4 | 0.04 | 0.02 | enet | 15 | 0.02 | 1.9e-02 | -6.4 | -5.3 | 1.4e-07 | 0.01 | 0.03 | 0.92 | FALSE |
48 | GTEx | Testis | ACADS | 0.17 | 0.13 | lasso | 3 | 0.10 | 3.5e-05 | 10.5 | 10.4 | 1.5e-25 | 0.69 | 0.73 | 0.14 | FALSE |
49 | GTEx | Thyroid | CCDC92 | 0.06 | 0.03 | lasso | 3 | 0.02 | 1.1e-02 | -6.5 | -6.0 | 1.8e-09 | 0.01 | 0.02 | 0.97 | FALSE |
50 | GTEx | Thyroid | ZNF664 | 0.13 | 0.06 | lasso | 11 | 0.08 | 6.7e-07 | -6.2 | 6.2 | 4.5e-10 | -0.01 | 0.04 | 0.96 | FALSE |
51 | METSIM | Adipose | CCDC92 | 0.10 | 0.01 | bslmm | 435 | 0.06 | 5.5e-10 | 1.8 | -6.9 | 5.7e-12 | -0.02 | 0.13 | 0.87 | FALSE |
52 | METSIM | Adipose | DNAH10 | 0.03 | 0.00 | bslmm | 475 | 0.01 | 3.2e-03 | -5.7 | -5.6 | 2.0e-08 | -0.03 | 0.05 | 0.75 | FALSE |
53 | METSIM | Adipose | MLXIP | 0.08 | 0.07 | enet | 25 | 0.07 | 2.3e-10 | 5.3 | -5.5 | 4.3e-08 | 0.09 | 0.13 | 0.87 | FALSE |
54 | YFS | Blood | ACADS | 0.05 | 0.03 | bslmm | 421 | 0.03 | 3.1e-10 | 17.7 | -15.0 | 1.4e-50 | -0.86 | 0.00 | 1.00 | FALSE |
55 | YFS | Blood | MLEC | 0.07 | 0.01 | bslmm | 405 | 0.05 | 1.5e-15 | -11.0 | -12.5 | 7.7e-36 | -0.55 | 0.93 | 0.07 | FALSE |
56 | YFS | Blood | SIRT4 | 0.18 | 0.12 | enet | 35 | 0.13 | 2.6e-41 | 2.5 | 6.0 | 1.9e-09 | 0.20 | 1.00 | 0.00 | TRUE |
57 | YFS | Blood | SPPL3 | 0.02 | 0.00 | blup | 460 | 0.01 | 2.1e-03 | 16.2 | -7.6 | 2.3e-14 | -0.55 | 0.04 | 0.79 | FALSE |
58 | YFS | Blood | UNC119B | 0.04 | 0.03 | enet | 9 | 0.03 | 9.2e-10 | 13.7 | -15.4 | 3.0e-53 | -0.82 | 0.02 | 0.98 | FALSE |
59 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | LRRC43 | 0.06 | 0.03 | enet | 6 | 0.03 | 8.7e-04 | 4.3 | 5.2 | 1.5e-07 | -0.13 | 0.13 | 0.23 | TRUE |
60 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | OGFOD2 | 0.03 | 0.02 | blup | 16 | 0.01 | 5.0e-02 | -4.9 | -5.4 | 8.1e-08 | 0.06 | 0.00 | 0.86 | FALSE |
61 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C12orf65 | 0.02 | 0.00 | enet | 6 | 0.01 | 2.4e-03 | -4.7 | 5.5 | 4.7e-08 | -0.04 | 0.01 | 0.53 | FALSE |
62 | The Cancer Genome Atlas | Breast Invasive Carcinoma | WDR66 | 0.03 | 0.01 | blup | 81 | 0.02 | 9.8e-05 | -5.4 | 5.2 | 1.9e-07 | 0.03 | 0.37 | 0.44 | FALSE |
63 | The Cancer Genome Atlas | Colon Adenocarcinoma | MLXIP | 0.06 | 0.04 | lasso | 7 | 0.02 | 2.7e-02 | -6.7 | -6.7 | 2.5e-11 | 0.12 | 0.03 | 0.91 | TRUE |
64 | The Cancer Genome Atlas | Glioblastoma Multiforme | CCDC92 | 0.07 | 0.02 | blup | 52 | 0.04 | 1.8e-02 | -6.2 | -6.3 | 2.2e-10 | -0.01 | 0.02 | 0.73 | FALSE |
65 | The Cancer Genome Atlas | Glioblastoma Multiforme | WDR66 | 0.32 | 0.14 | blup | 81 | 0.11 | 3.4e-04 | -5.9 | 5.9 | 4.3e-09 | 0.03 | 0.30 | 0.47 | FALSE |
66 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | DNAH10 | 0.10 | 0.01 | blup | 98 | 0.02 | 3.7e-03 | -6.4 | -5.5 | 4.0e-08 | -0.04 | 0.03 | 0.81 | FALSE |
67 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C12orf27 | 0.03 | 0.01 | lasso | 4 | 0.01 | 1.1e-02 | 6.2 | 6.1 | 8.2e-10 | 0.23 | 0.07 | 0.06 | FALSE |
68 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DNAH10 | 0.07 | 0.03 | lasso | 3 | 0.05 | 7.4e-06 | -6.5 | -6.7 | 2.1e-11 | -0.05 | 0.03 | 0.97 | FALSE |
69 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | WDR66 | 0.15 | 0.22 | enet | 13 | 0.21 | 2.4e-23 | -5.5 | 5.5 | 3.8e-08 | 0.03 | 0.77 | 0.23 | TRUE |
70 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | C12orf65 | 0.05 | 0.04 | blup | 34 | 0.05 | 1.0e-03 | -5.0 | 5.2 | 2.2e-07 | -0.06 | 0.01 | 0.84 | FALSE |
71 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | WDR66 | 0.15 | 0.12 | enet | 24 | 0.16 | 2.1e-09 | -4.7 | 5.4 | 6.2e-08 | 0.07 | 0.78 | 0.22 | FALSE |
72 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C12orf65 | 0.03 | 0.01 | blup | 35 | 0.02 | 1.6e-03 | -4.8 | 5.6 | 2.0e-08 | -0.04 | 0.01 | 0.76 | FALSE |
73 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TMEM120B | 0.05 | 0.00 | blup | 44 | 0.02 | 1.1e-03 | 2.4 | 5.3 | 9.6e-08 | -0.01 | 0.00 | 0.07 | TRUE |
74 | The Cancer Genome Atlas | Brain Lower Grade Glioma | WDR66 | 0.14 | 0.16 | lasso | 5 | 0.20 | 1.2e-21 | -6.1 | 5.8 | 5.5e-09 | 0.02 | 0.11 | 0.89 | TRUE |
75 | The Cancer Genome Atlas | Lung Adenocarcinoma | CABP1 | 0.06 | 0.03 | blup | 54 | 0.02 | 6.8e-04 | -11.0 | -9.5 | 2.7e-21 | -0.52 | 0.06 | 0.19 | FALSE |
76 | The Cancer Genome Atlas | Lung Adenocarcinoma | SPPL3 | 0.06 | 0.02 | enet | 17 | 0.03 | 2.8e-04 | -3.2 | -5.3 | 1.1e-07 | -0.40 | 0.28 | 0.40 | TRUE |
77 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | WDR66 | 0.16 | 0.18 | lasso | 5 | 0.19 | 4.3e-13 | 4.8 | 5.5 | 4.6e-08 | 0.02 | 0.33 | 0.67 | FALSE |
78 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | MLEC | 0.26 | 0.08 | lasso | 1 | 0.09 | 2.6e-04 | 7.1 | 7.1 | 1.2e-12 | 0.23 | 0.16 | 0.04 | FALSE |
79 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MLEC | 0.05 | 0.05 | lasso | 3 | 0.04 | 1.7e-05 | 13.7 | 14.1 | 3.4e-45 | 0.78 | 0.13 | 0.55 | TRUE |
80 | The Cancer Genome Atlas | Prostate Adenocarcinoma | RILPL2 | 0.06 | 0.01 | blup | 39 | 0.03 | 1.6e-04 | -4.6 | -5.3 | 1.3e-07 | 0.07 | 0.00 | 0.66 | FALSE |
81 | The Cancer Genome Atlas | Prostate Adenocarcinoma | RNF10 | 0.04 | 0.01 | lasso | 6 | 0.02 | 5.9e-03 | -2.2 | 5.7 | 1.4e-08 | 0.20 | 0.05 | 0.17 | TRUE |
82 | The Cancer Genome Atlas | Prostate Adenocarcinoma | UNC119B | 0.04 | 0.02 | lasso | 3 | 0.02 | 6.1e-03 | 12.1 | 13.3 | 1.9e-40 | 0.72 | 0.05 | 0.15 | FALSE |
83 | The Cancer Genome Atlas | Rectum Adenocarcinoma | MLXIP | 0.18 | 0.14 | lasso | 4 | 0.13 | 5.1e-04 | -6.7 | -6.9 | 5.0e-12 | 0.06 | 0.02 | 0.91 | TRUE |
84 | The Cancer Genome Atlas | Soft Tissue Sarcoma | CCDC92 | 0.05 | 0.03 | blup | 52 | 0.03 | 5.8e-03 | -2.2 | -5.4 | 7.4e-08 | 0.01 | 0.03 | 0.70 | FALSE |
85 | The Cancer Genome Atlas | Stomach Adenocarcinoma | MLXIP | 0.06 | 0.02 | blup | 68 | 0.04 | 1.2e-03 | -6.6 | -7.2 | 6.4e-13 | 0.08 | 0.03 | 0.79 | TRUE |
86 | The Cancer Genome Atlas | Thyroid Carcinoma | C12orf65 | 0.05 | 0.01 | blup | 35 | 0.04 | 1.8e-04 | -5.1 | 5.4 | 5.6e-08 | -0.01 | 0.01 | 0.79 | FALSE |
87 | The Cancer Genome Atlas | Thyroid Carcinoma | DNAH10 | 0.04 | 0.03 | lasso | 5 | 0.02 | 4.6e-03 | -6.9 | -6.5 | 1.1e-10 | 0.00 | 0.01 | 0.92 | FALSE |
88 | The Cancer Genome Atlas | Thyroid Carcinoma | PITPNM2 | 0.04 | 0.03 | enet | 5 | 0.05 | 8.1e-06 | -3.9 | -5.2 | 1.8e-07 | 0.06 | 0.08 | 0.91 | FALSE |
89 | The Cancer Genome Atlas | Thyroid Carcinoma | ZNF664 | 0.06 | 0.05 | enet | 9 | 0.05 | 2.8e-05 | -6.3 | 6.7 | 2.1e-11 | 0.01 | 0.03 | 0.96 | FALSE |