Best TWAS P=6.5e-40 · Best GWAS P=2.63e-125 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 | ABCF2 | 0.12 | 0.07 | bslmm | 557 | 0.08 | 6.9e-10 | -7.81 | -5.5 | 5.0e-08 | -0.01 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | GIMAP2 | 0.07 | 0.00 | blup | 479 | 0.02 | 9.3e-04 | -11.43 | -6.5 | 6.2e-11 | -0.02 | 0.10 | 0.03 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | NUB1 | 0.15 | 0.08 | lasso | 6 | 0.13 | 4.7e-16 | -5.06 | -5.3 | 1.2e-07 | 0.03 | 1.00 | 0.00 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | TMEM176A | 0.07 | 0.04 | lasso | 8 | 0.03 | 7.0e-05 | 9.73 | 11.2 | 3.5e-29 | 0.06 | 0.64 | 0.08 | FALSE |
5 | CommonMind | Brain Pre-frontal Cortex | TMEM176B | 0.13 | 0.01 | enet | 25 | 0.08 | 7.3e-10 | 8.76 | 6.8 | 8.2e-12 | 0.08 | 0.91 | 0.01 | FALSE |
6 | GTEx | Adipose Subcutaneous | NUB1 | 0.17 | 0.09 | lasso | 4 | 0.12 | 8.9e-10 | 6.47 | 6.7 | 2.0e-11 | -0.06 | 0.99 | 0.00 | FALSE |
7 | GTEx | Adrenal Gland | ZNF786 | 0.36 | 0.20 | lasso | 12 | 0.26 | 5.2e-10 | 6.47 | -5.2 | 2.2e-07 | -0.08 | 0.98 | 0.00 | TRUE |
8 | GTEx | Artery Aorta | NUB1 | 0.30 | 0.23 | lasso | 4 | 0.23 | 7.9e-13 | -5.35 | 6.9 | 4.9e-12 | -0.07 | 1.00 | 0.00 | FALSE |
9 | GTEx | Artery Aorta | FASTK | 0.17 | 0.14 | lasso | 3 | 0.12 | 4.4e-07 | 5.26 | 5.6 | 2.1e-08 | 0.09 | 0.89 | 0.00 | FALSE |
10 | GTEx | Artery Coronary | NUB1 | 0.29 | 0.09 | lasso | 6 | 0.12 | 6.6e-05 | -4.26 | 6.7 | 1.6e-11 | -0.05 | 0.18 | 0.16 | FALSE |
11 | GTEx | Artery Coronary | CHPF2 | 0.43 | 0.02 | lasso | 8 | 0.04 | 1.5e-02 | -7.44 | 5.2 | 2.3e-07 | 0.02 | 0.06 | 0.05 | FALSE |
12 | GTEx | Artery Coronary | RP11-148K1.12 | 0.31 | -0.01 | enet | 16 | 0.00 | 2.2e-01 | 9.82 | -12.3 | 5.9e-35 | -0.02 | 0.02 | 0.78 | FALSE |
13 | GTEx | Artery Tibial | NUB1 | 0.27 | 0.15 | lasso | 7 | 0.15 | 5.6e-12 | -5.35 | 6.9 | 5.3e-12 | -0.06 | 1.00 | 0.00 | FALSE |
14 | GTEx | Brain Cerebellar Hemisphere | KCNH2 | 0.34 | 0.09 | lasso | 5 | 0.12 | 5.0e-04 | 5.39 | -6.8 | 9.4e-12 | 0.01 | 0.12 | 0.07 | FALSE |
15 | GTEx | Brain Cerebellar Hemisphere | GIMAP4 | 0.50 | 0.00 | lasso | 11 | 0.00 | 2.4e-01 | 4.57 | 8.0 | 1.6e-15 | 0.00 | 0.05 | 0.06 | FALSE |
16 | GTEx | Brain Cerebellar Hemisphere | FASTK | 0.46 | 0.03 | lasso | 8 | 0.07 | 9.3e-03 | 5.26 | 6.5 | 7.9e-11 | 0.00 | 0.06 | 0.06 | TRUE |
17 | GTEx | Brain Cerebellum | KCNH2 | 0.35 | 0.20 | enet | 24 | 0.28 | 4.8e-09 | -13.05 | -9.4 | 8.3e-21 | -0.01 | 0.87 | 0.06 | FALSE |
18 | GTEx | Brain Hypothalamus | RP4-800G7.2 | 0.32 | 0.16 | lasso | 7 | 0.10 | 2.4e-03 | -7.09 | -5.7 | 1.2e-08 | 0.31 | 0.13 | 0.07 | TRUE |
19 | GTEx | Breast Mammary Tissue (Male) | ZBED6CL | 0.40 | -0.01 | enet | 21 | 0.16 | 1.3e-04 | 0.33 | 5.2 | 2.0e-07 | 0.06 | 0.04 | 0.06 | TRUE |
20 | GTEx | Breast Mammary Tissue (Male) | RP4-800G7.2 | 0.02 | -0.01 | enet | 5 | -0.01 | 8.6e-01 | -4.72 | -6.2 | 7.1e-10 | 0.13 | 0.03 | 0.06 | TRUE |
21 | GTEx | Cells Transformed fibroblasts | NUB1 | 0.10 | 0.02 | lasso | 3 | 0.02 | 6.1e-03 | -5.15 | 6.1 | 1.0e-09 | -0.06 | 0.53 | 0.06 | TRUE |
22 | GTEx | Cells Transformed fibroblasts | CHPF2 | 0.12 | 0.03 | enet | 10 | 0.00 | 1.8e-01 | -7.44 | 8.1 | 4.7e-16 | 0.01 | 0.28 | 0.04 | FALSE |
23 | GTEx | Colon Sigmoid | NUB1 | 0.21 | 0.21 | lasso | 2 | 0.15 | 4.5e-06 | -5.35 | 5.4 | 7.2e-08 | -0.08 | 0.63 | 0.04 | FALSE |
24 | GTEx | Colon Sigmoid | ZNF783 | 0.17 | 0.02 | enet | 8 | 0.01 | 1.0e-01 | 4.81 | 6.3 | 3.2e-10 | 0.12 | 0.18 | 0.07 | FALSE |
25 | GTEx | Colon Sigmoid | RP4-800G7.2 | 0.17 | 0.06 | lasso | 4 | 0.06 | 3.9e-03 | 4.81 | 7.3 | 3.3e-13 | 0.06 | 0.32 | 0.05 | FALSE |
26 | GTEx | Esophagus Mucosa | RP4-800G7.2 | 0.19 | 0.16 | lasso | 2 | 0.14 | 1.2e-09 | 5.85 | 5.3 | 1.1e-07 | -0.04 | 1.00 | 0.00 | TRUE |
27 | GTEx | Esophagus Muscularis | FASTK | 0.17 | 0.17 | lasso | 3 | 0.16 | 9.2e-10 | 5.26 | 5.1 | 2.9e-07 | 0.09 | 1.00 | 0.00 | FALSE |
28 | GTEx | Heart Atrial Appendage | TMEM176B | 0.37 | 0.06 | enet | 15 | 0.23 | 1.1e-10 | 1.06 | -8.5 | 1.8e-17 | 0.05 | 0.58 | 0.05 | FALSE |
29 | GTEx | Heart Left Ventricle | FASTK | 0.26 | 0.04 | enet | 8 | 0.04 | 3.0e-03 | 5.26 | 7.7 | 1.9e-14 | 0.04 | 0.12 | 0.04 | FALSE |
30 | GTEx | Lung | NUB1 | 0.12 | 0.05 | lasso | 3 | 0.01 | 2.6e-02 | -5.35 | 5.8 | 5.5e-09 | -0.08 | 0.15 | 0.05 | FALSE |
31 | GTEx | Lung | CHPF2 | 0.11 | 0.00 | lasso | 1 | 0.00 | 2.0e-01 | -7.81 | 7.8 | 5.7e-15 | 0.01 | 0.36 | 0.02 | TRUE |
32 | GTEx | Nerve Tibial | NUB1 | 0.22 | 0.15 | lasso | 3 | 0.17 | 2.3e-12 | -5.35 | 6.3 | 3.2e-10 | -0.07 | 1.00 | 0.00 | FALSE |
33 | GTEx | Skin Sun Exposed Lower leg | NUB1 | 0.20 | 0.12 | enet | 26 | 0.13 | 5.9e-11 | -5.15 | 8.3 | 9.6e-17 | -0.04 | 1.00 | 0.00 | TRUE |
34 | GTEx | Skin Sun Exposed Lower leg | ZNF425 | 0.11 | 0.01 | enet | 19 | 0.03 | 9.0e-04 | 5.22 | 6.9 | 5.2e-12 | -0.30 | 0.24 | 0.07 | TRUE |
35 | GTEx | Small Intestine Terminal Ileum | ZNF786 | 0.31 | 0.20 | lasso | 7 | 0.20 | 3.6e-05 | 5.38 | -5.7 | 1.5e-08 | -0.09 | 0.45 | 0.03 | TRUE |
36 | GTEx | Spleen | CHPF2 | 0.46 | 0.16 | lasso | 5 | 0.25 | 4.8e-07 | 5.93 | 7.3 | 3.6e-13 | 0.02 | 0.27 | 0.10 | FALSE |
37 | GTEx | Spleen | ZNF783 | 0.32 | -0.01 | enet | 34 | 0.05 | 2.4e-02 | 3.84 | 6.9 | 6.4e-12 | 0.13 | 0.09 | 0.05 | TRUE |
38 | GTEx | Stomach | ZNF786 | 0.20 | 0.12 | enet | 16 | 0.09 | 6.8e-05 | 4.03 | -5.2 | 1.6e-07 | -0.07 | 0.82 | 0.03 | FALSE |
39 | GTEx | Uterus | GIMAP4 | 0.32 | -0.01 | enet | 42 | 0.02 | 1.4e-01 | 4.16 | -8.6 | 1.1e-17 | 0.02 | 0.06 | 0.06 | FALSE |
40 | METSIM | Adipose | AOC1 | 0.17 | 0.08 | enet | 26 | 0.11 | 3.2e-16 | 9.43 | 12.9 | 3.7e-38 | -0.02 | 0.52 | 0.48 | TRUE |
41 | ROSMAP | Brain Pre-frontal Cortex | TMEM176A | 0.25 | 0.17 | enet | 19 | 0.20 | 1.5e-25 | 8.76 | 11.5 | 1.6e-30 | 0.04 | 1.00 | 0.00 | FALSE |
42 | ROSMAP | Brain Pre-frontal Cortex | TMEM176B | 0.21 | 0.10 | enet | 21 | 0.13 | 1.0e-16 | 8.76 | 8.0 | 9.9e-16 | 0.06 | 1.00 | 0.00 | FALSE |
43 | ROSMAP | Brain Pre-frontal Cortex | PDIA4 | 0.15 | 0.14 | bslmm | 378 | 0.14 | 5.3e-17 | -6.72 | -6.0 | 1.7e-09 | 0.34 | 1.00 | 0.00 | FALSE |
44 | ROSMAP | Brain Pre-frontal Cortex | TMUB1 | 0.05 | 0.01 | bslmm | 511 | 0.01 | 7.2e-03 | 3.64 | -5.5 | 3.4e-08 | -0.02 | 0.09 | 0.04 | FALSE |
45 | ROSMAP | Brain Pre-frontal Cortex | ZNF212 | 0.12 | 0.07 | bslmm | 375 | 0.09 | 3.0e-11 | -2.81 | -5.5 | 4.6e-08 | 0.16 | 1.00 | 0.00 | FALSE |
46 | YFS | Blood | CHPF2 | 0.03 | 0.01 | enet | 18 | 0.01 | 1.1e-05 | -7.44 | 7.9 | 2.9e-15 | 0.04 | 0.89 | 0.00 | FALSE |
47 | YFS | Blood | FASTK | 0.04 | 0.01 | blup | 515 | 0.02 | 1.9e-07 | 5.26 | 9.6 | 1.0e-21 | 0.01 | 1.00 | 0.00 | TRUE |
48 | YFS | Blood | GIMAP7 | 0.07 | 0.04 | enet | 51 | 0.06 | 6.7e-18 | 4.19 | -6.5 | 6.1e-11 | 0.09 | 1.00 | 0.00 | TRUE |
49 | YFS | Blood | PDIA4 | 0.05 | 0.05 | lasso | 2 | 0.05 | 4.4e-17 | -7.44 | -7.4 | 1.9e-13 | 0.35 | 1.00 | 0.00 | TRUE |
50 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | TMEM176A | 0.06 | 0.01 | blup | 60 | 0.03 | 1.0e-03 | 9.81 | 12.6 | 1.5e-36 | 0.01 | 0.06 | 0.17 | FALSE |
51 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TMEM176A | 0.04 | 0.01 | blup | 60 | 0.04 | 4.0e-08 | 9.81 | 9.8 | 8.2e-23 | 0.04 | 0.12 | 0.16 | FALSE |
52 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TMEM176B | 0.08 | 0.01 | blup | 72 | 0.06 | 1.6e-12 | 5.34 | 5.4 | 5.8e-08 | 0.05 | 0.85 | 0.00 | TRUE |
53 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | WDR86 | 0.12 | 0.06 | blup | 78 | 0.07 | 2.3e-04 | -3.23 | 6.0 | 2.1e-09 | -0.06 | 0.01 | 0.96 | FALSE |
54 | The Cancer Genome Atlas | Colon Adenocarcinoma | EZH2 | 0.09 | 0.05 | enet | 9 | 0.03 | 1.0e-02 | -5.45 | -5.6 | 2.7e-08 | -0.02 | 0.03 | 0.04 | TRUE |
55 | The Cancer Genome Atlas | Colon Adenocarcinoma | SLC4A2 | 0.13 | 0.00 | blup | 54 | 0.03 | 4.5e-03 | -2.21 | 5.8 | 6.0e-09 | -0.01 | 0.01 | 0.08 | FALSE |
56 | The Cancer Genome Atlas | Colon Adenocarcinoma | WDR86 | 0.09 | 0.02 | enet | 7 | 0.04 | 1.8e-03 | -6.96 | 5.9 | 4.1e-09 | -0.06 | 0.01 | 0.46 | FALSE |
57 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CHPF2 | 0.03 | 0.04 | lasso | 1 | 0.02 | 2.5e-03 | -7.39 | 7.4 | 1.5e-13 | 0.03 | 0.01 | 0.96 | FALSE |
58 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | NUB1 | 0.04 | 0.00 | blup | 86 | 0.02 | 3.6e-03 | -2.61 | -5.5 | 5.2e-08 | 0.05 | 0.03 | 0.27 | FALSE |
59 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TMEM176A | 0.22 | 0.01 | blup | 60 | 0.14 | 1.7e-15 | 3.52 | 10.3 | 1.1e-24 | -0.03 | 0.92 | 0.02 | FALSE |
60 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TMEM176B | 0.21 | 0.11 | blup | 72 | 0.15 | 2.4e-16 | 3.52 | 8.1 | 6.0e-16 | 0.00 | 1.00 | 0.00 | FALSE |
61 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ABP1 | 0.16 | 0.19 | lasso | 4 | 0.20 | 9.3e-22 | -12.45 | 12.1 | 1.1e-33 | -0.02 | 1.00 | 0.00 | FALSE |
62 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CHPF2 | 0.07 | 0.03 | blup | 51 | 0.05 | 8.6e-07 | 5.69 | 8.4 | 2.9e-17 | 0.01 | 0.17 | 0.73 | FALSE |
63 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | FASTK | 0.03 | 0.02 | lasso | 2 | 0.02 | 2.2e-03 | 5.26 | 5.3 | 1.3e-07 | 0.09 | 0.00 | 0.98 | TRUE |
64 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TMEM176A | 0.19 | 0.05 | lasso | 6 | 0.13 | 2.6e-14 | -12.45 | 13.1 | 6.3e-39 | -0.04 | 0.06 | 0.94 | FALSE |
65 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TMEM176B | 0.04 | 0.02 | lasso | 2 | 0.02 | 1.5e-03 | 7.20 | 8.9 | 5.8e-19 | -0.01 | 0.05 | 0.51 | TRUE |
66 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TMEM176A | 0.17 | 0.05 | blup | 60 | 0.07 | 5.1e-05 | -4.82 | 10.8 | 3.0e-27 | -0.04 | 0.36 | 0.26 | FALSE |
67 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CHPF2 | 0.03 | 0.02 | blup | 51 | 0.02 | 8.1e-04 | -7.44 | 6.3 | 2.8e-10 | 0.01 | 0.01 | 0.93 | FALSE |
68 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | ABP1 | 0.26 | 0.20 | enet | 10 | 0.17 | 1.4e-08 | -11.49 | -11.9 | 1.6e-32 | 0.03 | 0.97 | 0.03 | FALSE |
69 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | ZNF786 | 0.15 | 0.15 | blup | 29 | 0.16 | 5.7e-08 | 3.52 | -5.7 | 1.4e-08 | -0.09 | 0.99 | 0.00 | FALSE |
70 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TMEM176A | 0.09 | 0.06 | blup | 60 | 0.06 | 2.5e-07 | -4.86 | 7.8 | 7.9e-15 | 0.01 | 0.92 | 0.01 | FALSE |
71 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TMEM176B | 0.06 | 0.01 | blup | 72 | 0.03 | 7.7e-05 | 3.49 | 8.9 | 6.7e-19 | 0.03 | 0.08 | 0.16 | FALSE |
72 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | ATG9B | 0.08 | 0.03 | lasso | 3 | 0.03 | 2.5e-03 | -2.21 | -9.4 | 7.1e-21 | 0.06 | 0.01 | 0.86 | TRUE |
73 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | ABP1 | 0.13 | 0.03 | blup | 102 | 0.05 | 4.4e-03 | 16.79 | -7.9 | 2.2e-15 | -0.06 | 0.00 | 0.94 | FALSE |
74 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CHPF2 | 0.06 | 0.02 | lasso | 5 | 0.02 | 1.3e-03 | -7.81 | 8.7 | 4.1e-18 | 0.00 | 0.01 | 0.98 | TRUE |
75 | The Cancer Genome Atlas | Prostate Adenocarcinoma | EZH2 | 0.05 | 0.02 | blup | 54 | 0.03 | 6.5e-04 | -5.45 | -6.0 | 1.6e-09 | 0.01 | 0.05 | 0.03 | FALSE |
76 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TMEM176A | 0.15 | 0.01 | blup | 60 | 0.04 | 6.1e-05 | 14.15 | 8.9 | 4.5e-19 | 0.02 | 0.06 | 0.69 | FALSE |
77 | The Cancer Genome Atlas | Rectum Adenocarcinoma | TMEM176A | 0.36 | 0.09 | lasso | 4 | 0.10 | 2.4e-03 | 1.06 | 6.5 | 7.0e-11 | 0.06 | 0.02 | 0.05 | FALSE |
78 | The Cancer Genome Atlas | Stomach Adenocarcinoma | TMEM176A | 0.13 | 0.05 | blup | 60 | 0.04 | 1.3e-03 | -4.82 | 7.6 | 2.9e-14 | -0.05 | 0.03 | 0.03 | FALSE |
79 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | TMEM176A | 0.15 | 0.00 | lasso | 10 | 0.02 | 5.7e-02 | 14.15 | 13.2 | 6.5e-40 | 0.02 | 0.01 | 0.31 | TRUE |
80 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | TMEM176B | 0.17 | 0.12 | enet | 8 | 0.11 | 9.4e-05 | 3.49 | 6.8 | 8.3e-12 | -0.02 | 0.34 | 0.06 | FALSE |
81 | The Cancer Genome Atlas | Thyroid Carcinoma | CHPF2 | 0.03 | 0.03 | blup | 51 | 0.03 | 1.2e-03 | -7.39 | 8.3 | 6.7e-17 | 0.01 | 0.01 | 0.97 | FALSE |
82 | The Cancer Genome Atlas | Thyroid Carcinoma | SMARCD3 | 0.07 | 0.01 | blup | 71 | 0.03 | 1.1e-03 | 3.45 | 5.2 | 1.7e-07 | -0.05 | 0.01 | 0.04 | FALSE |
83 | The Cancer Genome Atlas | Thyroid Carcinoma | TMEM176A | 0.32 | 0.09 | blup | 60 | 0.11 | 6.7e-11 | 1.06 | 9.6 | 6.0e-22 | 0.00 | 1.00 | 0.00 | FALSE |
84 | The Cancer Genome Atlas | Thyroid Carcinoma | TMEM176B | 0.33 | 0.10 | enet | 22 | 0.14 | 3.2e-13 | 1.06 | 7.3 | 3.9e-13 | 0.02 | 1.00 | 0.00 | FALSE |
85 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | ZNF786 | 0.20 | 0.06 | blup | 29 | 0.09 | 1.4e-03 | 3.84 | -7.3 | 2.9e-13 | 0.02 | 0.05 | 0.08 | TRUE |