Best TWAS P=1.59e-24 · Best GWAS P=3.24e-60 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 | RSBN1L | 0.09 | 0.09 | enet | 9 | 0.09 | 2.0e-11 | 6.59 | 6.3 | 2.4e-10 | -0.11 | 0.02 | 0.98 | FALSE |
2 | GTEx | Adipose Subcutaneous | TMEM60 | 0.08 | 0.05 | lasso | 4 | 0.05 | 7.3e-05 | 6.57 | 7.2 | 7.5e-13 | -0.12 | 0.02 | 0.97 | FALSE |
3 | GTEx | Adipose Subcutaneous | TRIM73 | 0.20 | 0.12 | enet | 26 | 0.12 | 2.0e-10 | -0.07 | -5.9 | 4.7e-09 | -0.21 | 1.00 | 0.00 | TRUE |
4 | GTEx | Adipose Subcutaneous | RSBN1L-AS1 | 0.23 | 0.13 | enet | 33 | 0.22 | 9.2e-18 | -3.92 | 5.7 | 1.0e-08 | -0.06 | 0.06 | 0.94 | FALSE |
5 | GTEx | Adipose Visceral Omentum | TMEM60 | 0.20 | 0.13 | lasso | 8 | 0.11 | 2.3e-06 | 6.28 | 7.1 | 1.6e-12 | -0.11 | 0.02 | 0.98 | FALSE |
6 | GTEx | Adipose Visceral Omentum | RSBN1L-AS1 | 0.18 | 0.12 | lasso | 2 | 0.14 | 1.0e-07 | -4.08 | 5.3 | 1.4e-07 | -0.03 | 0.63 | 0.34 | FALSE |
7 | GTEx | Adrenal Gland | TMEM120A | 0.11 | -0.01 | lasso | 6 | 0.00 | 5.0e-01 | -5.69 | 6.5 | 9.5e-11 | 0.06 | 0.13 | 0.07 | FALSE |
8 | GTEx | Artery Aorta | POR | 0.09 | 0.09 | lasso | 4 | 0.05 | 1.3e-03 | -5.14 | -5.2 | 1.8e-07 | -0.06 | 0.58 | 0.04 | FALSE |
9 | GTEx | Artery Aorta | RSBN1L-AS1 | 0.26 | 0.18 | lasso | 10 | 0.25 | 5.0e-14 | -3.98 | 5.2 | 1.5e-07 | -0.03 | 0.83 | 0.17 | FALSE |
10 | GTEx | Artery Tibial | ZP3 | 0.72 | 0.63 | enet | 32 | 0.71 | 4.3e-77 | -3.52 | -5.8 | 5.7e-09 | 0.03 | 1.00 | 0.00 | TRUE |
11 | GTEx | Artery Tibial | RSBN1L-AS1 | 0.28 | 0.13 | enet | 13 | 0.28 | 5.5e-22 | -4.08 | 6.2 | 6.0e-10 | -0.05 | 0.03 | 0.97 | FALSE |
12 | GTEx | Brain Caudate basal ganglia | RSBN1L-AS1 | 0.28 | 0.06 | lasso | 4 | 0.08 | 2.7e-03 | -3.98 | 5.2 | 2.3e-07 | -0.02 | 0.09 | 0.54 | FALSE |
13 | GTEx | Brain Cerebellum | POR | 0.15 | 0.06 | lasso | 4 | 0.04 | 3.3e-02 | -9.40 | -9.1 | 1.4e-19 | -0.05 | 0.11 | 0.05 | TRUE |
14 | GTEx | Brain Cerebellum | RSBN1L | 0.14 | 0.12 | lasso | 2 | 0.13 | 1.3e-04 | -4.95 | -5.4 | 6.7e-08 | 0.06 | 0.06 | 0.89 | FALSE |
15 | GTEx | Brain Cortex | RSBN1L-AS1 | 0.34 | 0.15 | enet | 23 | 0.23 | 5.8e-07 | -4.08 | 6.2 | 5.2e-10 | -0.06 | 0.05 | 0.94 | FALSE |
16 | GTEx | Breast Mammary Tissue | RSBN1L-AS1 | 0.32 | 0.22 | lasso | 5 | 0.24 | 1.9e-12 | -3.98 | 5.8 | 6.4e-09 | -0.04 | 0.40 | 0.60 | FALSE |
17 | GTEx | Breast Mammary Tissue (Female) | RSBN1L-AS1 | 0.27 | 0.25 | lasso | 4 | 0.20 | 1.2e-06 | -3.98 | 5.2 | 2.3e-07 | -0.02 | 0.14 | 0.72 | FALSE |
18 | GTEx | Cells EBV-transformed lymphocytes | RSBN1L-AS1 | 0.23 | 0.11 | enet | 6 | 0.18 | 1.2e-06 | -3.98 | 5.2 | 2.5e-07 | -0.04 | 0.08 | 0.78 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | TMEM60 | 0.25 | 0.20 | lasso | 4 | 0.20 | 1.5e-14 | 6.11 | 6.2 | 4.1e-10 | -0.11 | 0.09 | 0.91 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | ZP3 | 0.53 | 0.46 | enet | 26 | 0.49 | 8.2e-42 | -3.52 | -5.7 | 1.6e-08 | 0.02 | 1.00 | 0.00 | FALSE |
21 | GTEx | Cells Transformed fibroblasts | RSBN1L-AS1 | 0.23 | 0.19 | lasso | 6 | 0.21 | 5.7e-16 | 7.09 | 7.0 | 2.1e-12 | -0.07 | 0.00 | 1.00 | FALSE |
22 | GTEx | Colon Sigmoid | RHBDD2 | 0.23 | 0.12 | lasso | 5 | 0.10 | 2.2e-04 | 6.98 | 5.8 | 5.9e-09 | 0.19 | 0.07 | 0.06 | TRUE |
23 | GTEx | Colon Sigmoid | RSBN1L | 0.17 | 0.09 | lasso | 2 | 0.05 | 5.5e-03 | 6.49 | 6.9 | 5.8e-12 | -0.11 | 0.03 | 0.87 | FALSE |
24 | GTEx | Colon Sigmoid | RSBN1L-AS1 | 0.46 | 0.48 | lasso | 6 | 0.50 | 5.0e-20 | 7.09 | 7.2 | 5.1e-13 | -0.10 | 0.01 | 0.99 | FALSE |
25 | GTEx | Colon Transverse | RSBN1L-AS1 | 0.32 | 0.24 | lasso | 9 | 0.22 | 5.7e-11 | 7.09 | 7.0 | 2.8e-12 | -0.09 | 0.01 | 0.99 | FALSE |
26 | GTEx | Esophagus Gastroesophageal Junction | POR | 0.26 | 0.17 | lasso | 4 | 0.13 | 1.9e-05 | -4.94 | -5.9 | 4.1e-09 | -0.09 | 0.78 | 0.01 | FALSE |
27 | GTEx | Esophagus Gastroesophageal Junction | RSBN1L-AS1 | 0.38 | 0.41 | lasso | 12 | 0.44 | 1.2e-17 | 6.28 | 6.6 | 5.0e-11 | -0.11 | 0.01 | 0.99 | FALSE |
28 | GTEx | Esophagus Mucosa | POR | 0.11 | 0.05 | enet | 17 | 0.07 | 1.7e-05 | -9.40 | -6.3 | 3.0e-10 | 0.03 | 0.38 | 0.07 | FALSE |
29 | GTEx | Esophagus Mucosa | TMEM60 | 0.06 | 0.04 | lasso | 2 | 0.04 | 1.0e-03 | 6.11 | 6.2 | 4.3e-10 | -0.10 | 0.02 | 0.98 | FALSE |
30 | GTEx | Esophagus Mucosa | TMEM120A | 0.07 | 0.01 | enet | 10 | 0.02 | 2.6e-02 | -9.40 | -9.2 | 4.0e-20 | -0.09 | 0.26 | 0.04 | FALSE |
31 | GTEx | Esophagus Mucosa | RSBN1L-AS1 | 0.26 | 0.22 | enet | 26 | 0.22 | 2.0e-14 | -3.98 | 5.2 | 1.9e-07 | -0.04 | 1.00 | 0.00 | FALSE |
32 | GTEx | Esophagus Muscularis | HIP1 | 0.07 | 0.03 | lasso | 3 | 0.00 | 6.6e-01 | -5.66 | -7.0 | 3.2e-12 | -0.18 | 0.22 | 0.04 | TRUE |
33 | GTEx | Esophagus Muscularis | RSBN1L | 0.07 | 0.03 | lasso | 3 | 0.01 | 4.3e-02 | 6.13 | 6.2 | 7.0e-10 | -0.10 | 0.05 | 0.89 | FALSE |
34 | GTEx | Esophagus Muscularis | ZP3 | 0.72 | 0.47 | enet | 48 | 0.52 | 8.4e-37 | -3.52 | -5.6 | 1.9e-08 | 0.01 | 1.00 | 0.00 | FALSE |
35 | GTEx | Esophagus Muscularis | RSBN1L-AS1 | 0.35 | 0.51 | lasso | 5 | 0.52 | 3.8e-36 | 7.09 | 7.2 | 4.2e-13 | -0.10 | 0.00 | 1.00 | FALSE |
36 | GTEx | Heart Left Ventricle | RSBN1L-AS1 | 0.24 | 0.15 | lasso | 7 | 0.14 | 6.3e-08 | -3.98 | 5.4 | 5.6e-08 | -0.04 | 0.48 | 0.51 | FALSE |
37 | GTEx | Muscle Skeletal | TMEM60 | 0.11 | 0.12 | lasso | 4 | 0.12 | 4.6e-12 | 6.11 | -6.0 | 1.8e-09 | 0.10 | 0.02 | 0.98 | FALSE |
38 | GTEx | Muscle Skeletal | RSBN1L-AS1 | 0.22 | 0.18 | lasso | 4 | 0.22 | 7.3e-21 | -4.95 | 5.4 | 6.7e-08 | -0.03 | 0.99 | 0.01 | FALSE |
39 | GTEx | Nerve Tibial | RHBDD2 | 0.14 | 0.00 | lasso | 3 | 0.00 | 6.0e-01 | -6.51 | -8.5 | 2.0e-17 | -0.20 | 0.05 | 0.06 | FALSE |
40 | GTEx | Nerve Tibial | POR | 0.11 | 0.07 | enet | 28 | 0.06 | 4.4e-05 | -4.93 | -6.5 | 6.1e-11 | -0.21 | 0.64 | 0.05 | FALSE |
41 | GTEx | Nerve Tibial | TMEM60 | 0.14 | 0.14 | lasso | 8 | 0.12 | 1.1e-08 | 6.11 | 6.4 | 1.7e-10 | -0.11 | 0.02 | 0.98 | FALSE |
42 | GTEx | Nerve Tibial | MDH2 | 0.05 | 0.00 | lasso | 4 | 0.00 | 5.8e-01 | -4.83 | 5.6 | 2.1e-08 | 0.09 | 0.16 | 0.04 | FALSE |
43 | GTEx | Nerve Tibial | RSBN1L-AS1 | 0.35 | 0.20 | lasso | 12 | 0.27 | 1.8e-19 | -3.92 | 5.9 | 3.5e-09 | -0.05 | 0.76 | 0.24 | FALSE |
44 | GTEx | Ovary | TMEM60 | 0.23 | 0.19 | enet | 7 | 0.13 | 5.2e-04 | 5.60 | 6.2 | 4.9e-10 | -0.07 | 0.05 | 0.77 | FALSE |
45 | GTEx | Ovary | RSBN1L-AS1 | 0.21 | 0.22 | enet | 20 | 0.16 | 8.1e-05 | 7.09 | 7.5 | 4.5e-14 | -0.11 | 0.02 | 0.94 | TRUE |
46 | GTEx | Pituitary | TMEM60 | 0.19 | 0.06 | lasso | 6 | 0.04 | 2.8e-02 | -4.89 | 5.5 | 3.9e-08 | -0.08 | 0.04 | 0.90 | FALSE |
47 | GTEx | Prostate | AC004980.7 | 0.67 | 0.03 | lasso | 10 | 0.02 | 1.0e-01 | -3.52 | -5.2 | 1.8e-07 | -0.02 | 0.03 | 0.28 | FALSE |
48 | GTEx | Skin Not Sun Exposed Suprapubic | TMEM60 | 0.14 | 0.08 | lasso | 4 | 0.03 | 1.4e-02 | 6.11 | 6.6 | 3.4e-11 | -0.10 | 0.01 | 0.98 | FALSE |
49 | GTEx | Skin Not Sun Exposed Suprapubic | RSBN1L-AS1 | 0.34 | 0.14 | enet | 25 | 0.29 | 2.8e-16 | -3.92 | 6.5 | 7.9e-11 | -0.06 | 0.15 | 0.85 | FALSE |
50 | GTEx | Skin Sun Exposed Lower leg | HIP1 | 0.20 | 0.01 | enet | 43 | 0.04 | 5.3e-04 | -2.87 | -7.0 | 2.9e-12 | 0.05 | 0.10 | 0.03 | TRUE |
51 | GTEx | Skin Sun Exposed Lower leg | POR | 0.06 | 0.02 | lasso | 3 | 0.02 | 4.8e-03 | -4.94 | -8.7 | 3.1e-18 | -0.13 | 0.35 | 0.02 | TRUE |
52 | GTEx | Skin Sun Exposed Lower leg | TMEM60 | 0.10 | 0.10 | lasso | 3 | 0.09 | 1.4e-07 | 6.11 | 6.1 | 9.9e-10 | -0.11 | 0.04 | 0.96 | FALSE |
53 | GTEx | Skin Sun Exposed Lower leg | RSBN1L-AS1 | 0.25 | 0.18 | enet | 22 | 0.28 | 4.1e-23 | -4.38 | 5.8 | 7.5e-09 | -0.06 | 0.68 | 0.32 | FALSE |
54 | GTEx | Spleen | RSBN1L-AS1 | 0.36 | 0.02 | enet | 20 | 0.06 | 1.5e-02 | -5.53 | 5.5 | 3.1e-08 | -0.09 | 0.04 | 0.66 | FALSE |
55 | GTEx | Stomach | RSBN1L-AS1 | 0.11 | 0.04 | enet | 5 | 0.11 | 9.0e-06 | 7.09 | 6.7 | 1.6e-11 | -0.06 | 0.01 | 0.98 | FALSE |
56 | GTEx | Testis | MDH2 | 0.14 | 0.07 | lasso | 3 | 0.05 | 3.6e-03 | -4.94 | 5.6 | 2.0e-08 | 0.07 | 0.22 | 0.04 | FALSE |
57 | GTEx | Testis | RSBN1L-AS1 | 0.16 | 0.12 | lasso | 8 | 0.16 | 1.5e-07 | 6.80 | 6.4 | 1.4e-10 | -0.13 | 0.02 | 0.98 | FALSE |
58 | GTEx | Thyroid | TMEM60 | 0.06 | 0.04 | lasso | 8 | 0.04 | 8.2e-04 | 6.09 | 6.2 | 4.6e-10 | -0.08 | 0.03 | 0.97 | FALSE |
59 | GTEx | Uterus | RSBN1L-AS1 | 0.33 | 0.08 | lasso | 7 | 0.05 | 3.0e-02 | -4.95 | 6.0 | 2.1e-09 | -0.04 | 0.06 | 0.41 | FALSE |
60 | GTEx | Whole Blood | TMEM60 | 0.05 | 0.04 | enet | 7 | 0.03 | 5.4e-04 | 6.59 | 6.9 | 3.8e-12 | -0.11 | 0.04 | 0.96 | FALSE |
61 | GTEx | Whole Blood | ZP3 | 0.42 | 0.21 | enet | 47 | 0.28 | 6.0e-26 | -3.52 | -5.2 | 1.7e-07 | -0.03 | 1.00 | 0.00 | FALSE |
62 | METSIM | Adipose | POR | 0.04 | 0.01 | bslmm | 324 | 0.01 | 4.9e-03 | -5.14 | -8.3 | 1.3e-16 | -0.03 | 0.18 | 0.03 | FALSE |
63 | ROSMAP | Brain Pre-frontal Cortex | POR | 0.13 | 0.02 | lasso | 3 | 0.09 | 4.1e-11 | -7.63 | -10.0 | 1.1e-23 | -0.19 | 0.72 | 0.01 | FALSE |
64 | ROSMAP | Brain Pre-frontal Cortex | RSBN1L | 0.09 | 0.07 | enet | 42 | 0.08 | 9.9e-11 | 7.09 | 6.1 | 1.2e-09 | -0.13 | 0.01 | 0.99 | FALSE |
65 | ROSMAP | Brain Pre-frontal Cortex | ZP3 | 0.40 | 0.23 | enet | 24 | 0.36 | 1.3e-48 | -3.81 | -6.2 | 5.6e-10 | 0.04 | 1.00 | 0.00 | TRUE |
66 | ROSMAP | Brain Pre-frontal Cortex | TMEM120A | 0.05 | 0.01 | bslmm | 102 | 0.02 | 1.4e-03 | -5.85 | 6.8 | 1.3e-11 | 0.12 | 0.34 | 0.02 | FALSE |
67 | ROSMAP | Brain Pre-frontal Cortex | RSBN1L-AS1 | 0.25 | 0.24 | lasso | 6 | 0.26 | 1.3e-33 | -3.98 | 5.5 | 3.9e-08 | -0.03 | 1.00 | 0.00 | FALSE |
68 | ROSMAP | Brain Pre-frontal Cortex | AC005077.14 | 0.04 | 0.04 | lasso | 7 | 0.04 | 6.9e-06 | -5.71 | -5.2 | 1.7e-07 | -0.15 | 0.87 | 0.01 | FALSE |
69 | YFS | Blood | HSPB1 | 0.35 | 0.02 | enet | 49 | 0.16 | 1.5e-49 | 0.28 | -6.5 | 6.3e-11 | 0.01 | 1.00 | 0.00 | FALSE |
70 | YFS | Blood | MDH2 | 0.01 | 0.00 | enet | 4 | 0.01 | 3.1e-03 | -6.51 | 6.3 | 2.4e-10 | 0.12 | 0.32 | 0.02 | TRUE |
71 | YFS | Blood | POR | 0.15 | 0.12 | enet | 19 | 0.17 | 2.8e-53 | -5.14 | -9.1 | 9.9e-20 | -0.17 | 1.00 | 0.00 | FALSE |
72 | YFS | Blood | TMEM60 | 0.14 | 0.16 | lasso | 4 | 0.18 | 1.8e-55 | 6.11 | 6.9 | 6.1e-12 | -0.09 | 0.01 | 0.99 | FALSE |
73 | The Cancer Genome Atlas | Breast Invasive Carcinoma | POR | 0.02 | 0.00 | blup | 16 | 0.01 | 1.6e-03 | -7.63 | -10.2 | 1.6e-24 | -0.20 | 0.01 | 0.55 | TRUE |
74 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TMEM60 | 0.02 | 0.02 | lasso | 1 | 0.02 | 2.3e-05 | -5.76 | 5.8 | 8.3e-09 | -0.07 | 0.02 | 0.97 | FALSE |
75 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | MDH2 | 0.09 | 0.00 | blup | 14 | 0.00 | 3.4e-01 | -5.85 | 6.6 | 3.1e-11 | 0.16 | 0.00 | 0.32 | TRUE |
76 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | TMEM60 | 0.08 | 0.06 | blup | 29 | 0.05 | 2.1e-03 | -5.76 | 5.7 | 9.5e-09 | -0.08 | 0.01 | 0.43 | FALSE |
77 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TMEM60 | 0.08 | 0.02 | blup | 29 | 0.04 | 1.2e-05 | 6.80 | 6.7 | 1.5e-11 | -0.08 | 0.00 | 0.99 | FALSE |
78 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MDH2 | 0.03 | 0.03 | enet | 5 | 0.02 | 9.7e-04 | -5.85 | 6.2 | 4.0e-10 | 0.16 | 0.01 | 0.94 | FALSE |
79 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | POR | 0.04 | 0.00 | enet | 7 | 0.02 | 2.1e-03 | 8.58 | -7.2 | 6.3e-13 | -0.19 | 0.00 | 0.74 | FALSE |
80 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TMEM60 | 0.05 | 0.01 | enet | 7 | 0.02 | 1.9e-03 | 6.59 | 6.3 | 3.8e-10 | -0.10 | 0.00 | 0.98 | FALSE |
81 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TMEM60 | 0.05 | 0.02 | blup | 29 | 0.03 | 7.9e-03 | -5.76 | 6.2 | 4.0e-10 | -0.09 | 0.01 | 0.73 | FALSE |
82 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RSBN1L | 0.02 | 0.02 | blup | 58 | 0.02 | 3.4e-03 | 6.11 | -5.6 | 1.8e-08 | 0.11 | 0.03 | 0.78 | FALSE |
83 | The Cancer Genome Atlas | Lung Adenocarcinoma | MDH2 | 0.03 | 0.04 | lasso | 4 | 0.04 | 2.2e-05 | -5.85 | 6.0 | 2.0e-09 | 0.15 | 0.01 | 0.99 | FALSE |
84 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TMEM60 | 0.02 | 0.03 | blup | 29 | 0.02 | 6.8e-03 | -5.76 | 6.4 | 1.5e-10 | -0.09 | 0.01 | 0.82 | FALSE |
85 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | TMEM60 | 0.12 | 0.05 | blup | 29 | 0.02 | 3.1e-02 | 6.79 | 6.8 | 1.3e-11 | -0.11 | 0.00 | 0.87 | FALSE |
86 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MDH2 | 0.02 | 0.03 | lasso | 2 | 0.03 | 8.4e-04 | -5.85 | 5.9 | 4.5e-09 | 0.14 | 0.01 | 0.88 | TRUE |
87 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TMEM60 | 0.03 | 0.01 | blup | 29 | 0.01 | 1.1e-02 | 6.11 | 6.5 | 1.0e-10 | -0.06 | 0.01 | 0.48 | FALSE |
88 | The Cancer Genome Atlas | Soft Tissue Sarcoma | MDH2 | 0.03 | 0.04 | lasso | 3 | 0.04 | 2.8e-03 | -5.93 | 5.9 | 3.1e-09 | 0.16 | 0.01 | 0.77 | FALSE |
89 | The Cancer Genome Atlas | Stomach Adenocarcinoma | TMEM60 | 0.20 | 0.01 | enet | 15 | 0.06 | 2.4e-05 | 6.59 | 5.2 | 1.6e-07 | -0.10 | 0.01 | 0.58 | FALSE |
90 | The Cancer Genome Atlas | Thyroid Carcinoma | TMEM60 | 0.12 | 0.06 | enet | 6 | 0.06 | 1.2e-06 | 6.11 | 5.9 | 2.9e-09 | -0.12 | 0.01 | 0.99 | FALSE |
91 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | MDH2 | 0.11 | 0.10 | lasso | 1 | 0.09 | 1.6e-03 | -5.85 | 5.8 | 4.9e-09 | 0.14 | 0.01 | 0.61 | FALSE |