Best TWAS P=4.3e-30 · Best GWAS P=5.27e-36 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 | ST5 | 0.10 | 0.08 | lasso | 4 | 0.09 | 8.6e-11 | -7.5 | 6.7 | 2.1e-11 | -0.48 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | AKIP1 | 0.08 | 0.08 | lasso | 5 | 0.09 | 8.1e-08 | 5.4 | 7.4 | 1.6e-13 | -0.30 | 0.99 | 0.01 | FALSE |
3 | GTEx | Adipose Subcutaneous | TMEM9B | 0.16 | 0.04 | lasso | 6 | 0.07 | 2.4e-06 | 2.1 | 6.1 | 9.3e-10 | -0.53 | 0.59 | 0.16 | FALSE |
4 | GTEx | Adipose Subcutaneous | TMEM9B-AS1 | 0.55 | 0.42 | enet | 33 | 0.49 | 5.7e-45 | -9.3 | -8.7 | 3.4e-18 | 0.56 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adipose Visceral Omentum | TMEM9B-AS1 | 0.41 | 0.30 | enet | 8 | 0.36 | 2.1e-19 | -9.4 | -9.8 | 1.0e-22 | 0.66 | 1.00 | 0.00 | FALSE |
6 | GTEx | Adrenal Gland | TMEM9B-AS1 | 0.50 | 0.22 | enet | 23 | 0.38 | 1.3e-14 | -11.3 | -9.4 | 6.4e-21 | 0.60 | 0.75 | 0.25 | FALSE |
7 | GTEx | Artery Aorta | TMEM9B-AS1 | 0.35 | 0.33 | lasso | 5 | 0.31 | 1.2e-17 | -9.3 | -9.8 | 1.4e-22 | 0.67 | 1.00 | 0.00 | FALSE |
8 | GTEx | Artery Coronary | TMEM9B-AS1 | 0.41 | 0.32 | lasso | 3 | 0.37 | 2.7e-13 | -9.3 | -8.8 | 2.0e-18 | 0.58 | 0.99 | 0.00 | FALSE |
9 | GTEx | Artery Tibial | AKIP1 | 0.12 | 0.07 | enet | 32 | 0.09 | 1.0e-07 | -9.6 | 7.5 | 7.4e-14 | -0.49 | 0.93 | 0.04 | TRUE |
10 | GTEx | Artery Tibial | TMEM9B-AS1 | 0.63 | 0.28 | enet | 70 | 0.37 | 9.2e-31 | -11.3 | -6.6 | 5.4e-11 | 0.50 | 1.00 | 0.00 | FALSE |
11 | GTEx | Brain Caudate basal ganglia | TMEM9B-AS1 | 0.45 | 0.22 | enet | 22 | 0.34 | 1.7e-10 | -9.4 | -6.8 | 1.1e-11 | 0.48 | 0.89 | 0.02 | FALSE |
12 | GTEx | Brain Cerebellar Hemisphere | TMEM9B-AS1 | 0.60 | 0.35 | lasso | 9 | 0.38 | 1.3e-10 | -11.3 | -11.3 | 1.1e-29 | 0.80 | 0.69 | 0.30 | FALSE |
13 | GTEx | Brain Cerebellum | AKIP1 | 0.15 | 0.03 | lasso | 7 | 0.03 | 5.9e-02 | 7.3 | 6.5 | 6.6e-11 | -0.37 | 0.12 | 0.11 | FALSE |
14 | GTEx | Brain Cerebellum | TMEM9B-AS1 | 0.51 | 0.41 | lasso | 7 | 0.38 | 3.2e-12 | -9.4 | -10.5 | 1.2e-25 | 0.68 | 0.84 | 0.16 | FALSE |
15 | GTEx | Brain Cortex | TMEM9B-AS1 | 0.19 | -0.01 | lasso | 6 | 0.02 | 1.0e-01 | -11.3 | -10.6 | 2.5e-26 | 0.72 | 0.04 | 0.69 | TRUE |
16 | GTEx | Brain Frontal Cortex BA9 | TMEM9B-AS1 | 0.48 | 0.20 | lasso | 6 | 0.26 | 1.2e-07 | 4.6 | -8.3 | 1.5e-16 | 0.54 | 0.34 | 0.12 | FALSE |
17 | GTEx | Brain Hippocampus | TMEM9B-AS1 | 0.35 | 0.27 | enet | 15 | 0.26 | 6.2e-07 | -9.4 | -8.3 | 1.1e-16 | 0.56 | 0.17 | 0.24 | FALSE |
18 | GTEx | Brain Nucleus accumbens basal ganglia | TMEM9B-AS1 | 0.40 | 0.16 | enet | 3 | 0.18 | 1.5e-05 | -11.3 | -10.6 | 2.5e-26 | 0.75 | 0.18 | 0.44 | FALSE |
19 | GTEx | Brain Putamen basal ganglia | TMEM9B-AS1 | 0.49 | 0.37 | lasso | 7 | 0.35 | 2.8e-09 | -9.4 | -9.6 | 6.4e-22 | 0.67 | 0.65 | 0.18 | FALSE |
20 | GTEx | Breast Mammary Tissue | TMEM9B-AS1 | 0.63 | 0.40 | lasso | 8 | 0.40 | 4.7e-22 | -9.3 | -10.0 | 1.7e-23 | 0.68 | 1.00 | 0.00 | FALSE |
21 | GTEx | Breast Mammary Tissue (Male) | AKIP1 | 0.19 | -0.01 | lasso | 3 | -0.01 | 7.0e-01 | 6.9 | 6.8 | 7.4e-12 | -0.37 | 0.04 | 0.11 | FALSE |
22 | GTEx | Breast Mammary Tissue (Male) | TMEM9B-AS1 | 0.31 | 0.27 | lasso | 2 | 0.21 | 1.2e-05 | -9.4 | -9.4 | 7.9e-21 | 0.66 | 0.22 | 0.09 | FALSE |
23 | GTEx | Cells EBV-transformed lymphocytes | TMEM9B-AS1 | 0.70 | 0.29 | lasso | 5 | 0.39 | 7.1e-14 | 4.6 | -8.6 | 1.2e-17 | 0.55 | 0.57 | 0.42 | FALSE |
24 | GTEx | Cells Transformed fibroblasts | AKIP1 | 0.12 | 0.09 | enet | 18 | 0.10 | 4.4e-08 | 7.4 | 10.3 | 5.0e-25 | -0.62 | 0.76 | 0.23 | FALSE |
25 | GTEx | Cells Transformed fibroblasts | TMEM41B | 0.14 | 0.00 | enet | 23 | 0.03 | 5.1e-03 | -3.5 | 5.7 | 1.0e-08 | -0.37 | 0.11 | 0.23 | FALSE |
26 | GTEx | Cells Transformed fibroblasts | TMEM9B | 0.13 | 0.04 | enet | 16 | 0.06 | 2.7e-05 | -8.1 | 5.5 | 3.0e-08 | -0.48 | 0.50 | 0.09 | FALSE |
27 | GTEx | Cells Transformed fibroblasts | TMEM9B-AS1 | 0.47 | 0.30 | enet | 24 | 0.36 | 9.0e-28 | -9.4 | -8.8 | 8.8e-19 | 0.58 | 1.00 | 0.00 | FALSE |
28 | GTEx | Colon Sigmoid | TMEM9B-AS1 | 0.36 | 0.24 | lasso | 3 | 0.27 | 4.0e-10 | -9.4 | -10.4 | 1.6e-25 | 0.71 | 0.94 | 0.06 | FALSE |
29 | GTEx | Colon Transverse | TMEM9B-AS1 | 0.52 | 0.39 | lasso | 5 | 0.38 | 5.1e-19 | -9.4 | -9.3 | 1.8e-20 | 0.62 | 1.00 | 0.00 | FALSE |
30 | GTEx | Esophagus Gastroesophageal Junction | TMEM9B-AS1 | 0.58 | 0.41 | enet | 16 | 0.37 | 1.6e-14 | -9.3 | -9.8 | 8.8e-23 | 0.68 | 0.99 | 0.01 | FALSE |
31 | GTEx | Esophagus Mucosa | TMEM9B-AS1 | 0.67 | 0.42 | lasso | 7 | 0.48 | 5.5e-36 | -9.3 | -9.6 | 1.3e-21 | 0.66 | 1.00 | 0.00 | TRUE |
32 | GTEx | Esophagus Muscularis | AKIP1 | 0.21 | 0.01 | enet | 25 | 0.07 | 2.6e-05 | -9.6 | 8.7 | 4.1e-18 | -0.52 | 0.15 | 0.46 | FALSE |
33 | GTEx | Esophagus Muscularis | TMEM9B-AS1 | 0.66 | 0.50 | lasso | 3 | 0.49 | 1.4e-33 | -9.4 | -9.7 | 2.1e-22 | 0.67 | 1.00 | 0.00 | FALSE |
34 | GTEx | Heart Atrial Appendage | TMEM9B-AS1 | 0.74 | 0.41 | enet | 23 | 0.46 | 4.4e-23 | -9.4 | -9.6 | 1.3e-21 | 0.68 | 1.00 | 0.00 | FALSE |
35 | GTEx | Heart Left Ventricle | SCUBE2 | 0.17 | 0.06 | lasso | 8 | 0.12 | 5.2e-07 | 3.7 | 7.5 | 5.2e-14 | -0.53 | 0.63 | 0.32 | TRUE |
36 | GTEx | Heart Left Ventricle | TMEM9B-AS1 | 0.33 | 0.34 | lasso | 4 | 0.33 | 2.6e-18 | -9.3 | -9.9 | 4.9e-23 | 0.67 | 1.00 | 0.00 | FALSE |
37 | GTEx | Liver | TMEM9B-AS1 | 0.24 | 0.05 | enet | 12 | 0.01 | 1.3e-01 | -9.3 | -8.7 | 3.1e-18 | 0.56 | 0.14 | 0.24 | FALSE |
38 | GTEx | Lung | AKIP1 | 0.11 | 0.06 | lasso | 7 | 0.09 | 2.0e-07 | 6.4 | 7.7 | 1.2e-14 | -0.46 | 0.96 | 0.02 | TRUE |
39 | GTEx | Lung | TMEM9B-AS1 | 0.54 | 0.46 | enet | 8 | 0.48 | 1.4e-41 | -9.3 | -9.8 | 1.6e-22 | 0.66 | 1.00 | 0.00 | FALSE |
40 | GTEx | Muscle Skeletal | TMEM9B-AS1 | 0.78 | 0.52 | enet | 57 | 0.58 | 3.6e-69 | -9.3 | -8.6 | 9.8e-18 | 0.56 | 1.00 | 0.00 | FALSE |
41 | GTEx | Nerve Tibial | AKIP1 | 0.16 | 0.07 | lasso | 6 | 0.08 | 2.7e-06 | 7.2 | 6.9 | 7.0e-12 | -0.32 | 0.99 | 0.00 | FALSE |
42 | GTEx | Nerve Tibial | TMEM9B-AS1 | 0.74 | 0.44 | enet | 22 | 0.54 | 1.8e-44 | -9.3 | -9.8 | 1.5e-22 | 0.68 | 1.00 | 0.00 | FALSE |
43 | GTEx | Ovary | TMEM9B-AS1 | 0.65 | 0.38 | lasso | 5 | 0.39 | 1.3e-10 | -9.4 | -10.3 | 4.5e-25 | 0.71 | 0.74 | 0.22 | FALSE |
44 | GTEx | Pancreas | TMEM9B | 0.13 | 0.00 | lasso | 6 | 0.00 | 5.9e-01 | -5.1 | -8.4 | 2.8e-17 | 0.50 | 0.06 | 0.27 | FALSE |
45 | GTEx | Pancreas | TMEM9B-AS1 | 0.32 | 0.28 | enet | 7 | 0.31 | 1.1e-13 | -9.3 | -10.2 | 1.8e-24 | 0.71 | 0.99 | 0.01 | FALSE |
46 | GTEx | Pituitary | AKIP1 | 0.17 | 0.07 | lasso | 5 | 0.02 | 8.6e-02 | 8.5 | 7.9 | 3.3e-15 | -0.40 | 0.08 | 0.07 | FALSE |
47 | GTEx | Pituitary | TMEM9B-AS1 | 0.57 | 0.42 | lasso | 6 | 0.40 | 5.5e-11 | -11.3 | -11.0 | 2.6e-28 | 0.77 | 0.62 | 0.37 | FALSE |
48 | GTEx | Prostate | TMEM9B-AS1 | 0.54 | 0.33 | lasso | 2 | 0.37 | 3.9e-10 | -9.4 | -9.0 | 3.3e-19 | 0.60 | 0.42 | 0.56 | FALSE |
49 | GTEx | Skin Not Sun Exposed Suprapubic | TMEM9B-AS1 | 0.50 | 0.41 | lasso | 4 | 0.49 | 1.8e-30 | -11.3 | -10.6 | 2.5e-26 | 0.76 | 1.00 | 0.00 | FALSE |
50 | GTEx | Skin Sun Exposed Lower leg | AKIP1 | 0.05 | 0.05 | enet | 8 | 0.04 | 1.7e-04 | 8.3 | 9.7 | 2.0e-22 | -0.62 | 0.10 | 0.83 | FALSE |
51 | GTEx | Skin Sun Exposed Lower leg | SCUBE2 | 0.12 | 0.01 | enet | 8 | 0.01 | 1.1e-01 | -5.1 | -6.5 | 9.9e-11 | 0.17 | 0.10 | 0.08 | TRUE |
52 | GTEx | Skin Sun Exposed Lower leg | TMEM9B-AS1 | 0.65 | 0.49 | enet | 14 | 0.55 | 1.7e-53 | -9.3 | -10.0 | 2.2e-23 | 0.70 | 1.00 | 0.00 | FALSE |
53 | GTEx | Small Intestine Terminal Ileum | AKIP1 | 0.23 | 0.20 | enet | 11 | 0.12 | 1.4e-03 | 6.4 | 6.2 | 4.8e-10 | -0.37 | 0.40 | 0.16 | FALSE |
54 | GTEx | Spleen | TMEM9B-AS1 | 0.37 | 0.21 | lasso | 5 | 0.22 | 3.1e-06 | -11.3 | -11.4 | 4.3e-30 | 0.79 | 0.01 | 0.95 | TRUE |
55 | GTEx | Stomach | TMEM9B-AS1 | 0.56 | 0.38 | lasso | 5 | 0.42 | 2.0e-21 | -9.4 | -9.2 | 3.8e-20 | 0.63 | 1.00 | 0.00 | FALSE |
56 | GTEx | Testis | AKIP1 | 0.19 | 0.05 | enet | 22 | 0.11 | 1.7e-05 | 3.1 | 5.1 | 2.7e-07 | -0.46 | 0.87 | 0.04 | FALSE |
57 | GTEx | Testis | TMEM9B-AS1 | 0.57 | 0.46 | lasso | 3 | 0.50 | 7.7e-25 | -9.3 | -10.1 | 4.2e-24 | 0.72 | 1.00 | 0.00 | FALSE |
58 | GTEx | Thyroid | AKIP1 | 0.16 | 0.23 | lasso | 7 | 0.21 | 2.6e-16 | 7.3 | 7.0 | 2.3e-12 | -0.35 | 1.00 | 0.00 | FALSE |
59 | GTEx | Thyroid | TMEM9B-AS1 | 0.59 | 0.43 | enet | 12 | 0.45 | 5.3e-38 | -9.3 | -9.9 | 4.1e-23 | 0.67 | 1.00 | 0.00 | FALSE |
60 | GTEx | Uterus | TMEM9B-AS1 | 0.37 | 0.43 | lasso | 3 | 0.42 | 1.4e-09 | -9.4 | -9.4 | 8.3e-21 | 0.65 | 0.46 | 0.18 | FALSE |
61 | GTEx | Vagina | TMEM9B-AS1 | 0.63 | 0.44 | lasso | 12 | 0.38 | 1.6e-09 | -9.4 | -9.2 | 3.3e-20 | 0.64 | 0.80 | 0.12 | FALSE |
62 | GTEx | Whole Blood | RP11-152H18.3 | 0.04 | 0.02 | lasso | 4 | 0.01 | 2.0e-02 | 7.5 | 7.3 | 2.1e-13 | -0.38 | 0.67 | 0.05 | FALSE |
63 | GTEx | Whole Blood | TMEM9B-AS1 | 0.22 | 0.14 | lasso | 3 | 0.13 | 3.3e-12 | -9.4 | -9.7 | 2.0e-22 | 0.69 | 1.00 | 0.00 | FALSE |
64 | NTR | Blood | TMEM9B | 0.04 | 0.01 | enet | 16 | 0.03 | 2.6e-10 | -9.3 | -7.9 | 2.6e-15 | 0.49 | 0.95 | 0.04 | FALSE |
65 | ROSMAP | Brain Pre-frontal Cortex | STK33 | 0.10 | 0.04 | bslmm | 632 | 0.07 | 1.5e-09 | 1.6 | -5.6 | 2.5e-08 | 0.24 | 0.88 | 0.04 | FALSE |
66 | ROSMAP | Brain Pre-frontal Cortex | ST5 | 0.08 | 0.06 | lasso | 5 | 0.06 | 4.4e-08 | -7.5 | 8.7 | 2.6e-18 | -0.59 | 0.94 | 0.06 | FALSE |
67 | ROSMAP | Brain Pre-frontal Cortex | TMEM9B | 0.18 | 0.06 | enet | 25 | 0.13 | 9.6e-17 | -10.0 | 6.5 | 9.3e-11 | -0.43 | 1.00 | 0.00 | FALSE |
68 | ROSMAP | Brain Pre-frontal Cortex | TMEM9B-AS1 | 0.29 | 0.24 | lasso | 4 | 0.24 | 2.5e-30 | -9.4 | -10.0 | 2.3e-23 | 0.66 | 1.00 | 0.00 | FALSE |
69 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | C11orf17 | 0.04 | 0.01 | enet | 4 | 0.05 | 3.3e-05 | -12.5 | 7.6 | 3.3e-14 | -0.73 | 0.01 | 0.84 | FALSE |
70 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C11orf17 | 0.35 | 0.05 | enet | 23 | 0.07 | 3.9e-08 | -12.5 | 7.7 | 1.4e-14 | -0.62 | 0.00 | 1.00 | FALSE |
71 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ST5 | 0.03 | 0.05 | lasso | 3 | 0.04 | 8.0e-06 | 7.4 | 7.5 | 4.9e-14 | -0.40 | 0.60 | 0.22 | FALSE |
72 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C11orf17 | 0.10 | 0.03 | lasso | 2 | 0.05 | 9.2e-07 | 2.0 | 7.7 | 1.4e-14 | -0.72 | 0.03 | 0.96 | FALSE |
73 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TMEM9B | 0.09 | 0.03 | blup | 52 | 0.04 | 6.8e-05 | 2.0 | 5.6 | 2.5e-08 | -0.53 | 0.14 | 0.30 | FALSE |
74 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C11orf17 | 0.03 | 0.02 | lasso | 2 | 0.02 | 3.4e-03 | 7.2 | 7.4 | 1.4e-13 | -0.39 | 0.04 | 0.18 | FALSE |
75 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TMEM9B | 0.06 | 0.00 | blup | 52 | 0.00 | 8.0e-02 | -11.0 | 10.2 | 2.1e-24 | -0.72 | 0.01 | 0.40 | FALSE |
76 | The Cancer Genome Atlas | Stomach Adenocarcinoma | TMEM9B | 0.11 | 0.00 | blup | 52 | 0.01 | 6.0e-02 | -10.0 | 9.1 | 9.7e-20 | -0.76 | 0.01 | 0.65 | FALSE |
77 | The Cancer Genome Atlas | Thyroid Carcinoma | TMEM9B | 0.45 | 0.07 | blup | 52 | 0.12 | 4.2e-12 | -11.0 | 9.9 | 6.3e-23 | -0.71 | 0.01 | 0.99 | FALSE |