Best TWAS P=5.93e-53 · Best GWAS P=6.86e-57 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 | RNFT1 | 0.10 | 0.02 | bslmm | 248 | 0.04 | 1.2e-05 | -15.4 | 8.6 | 9.7e-18 | -0.57 | 0.19 | 0.66 | FALSE |
2 | GTEx | Adipose Subcutaneous | RP11-567L7.5 | 0.16 | 0.07 | lasso | 9 | 0.06 | 1.5e-05 | 8.6 | -8.4 | 3.6e-17 | 0.33 | 0.93 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | AC005702.4 | 0.19 | 0.08 | lasso | 7 | 0.12 | 4.0e-10 | -5.6 | -7.2 | 7.9e-13 | 0.34 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Visceral Omentum | RP11-567L7.5 | 0.14 | 0.00 | enet | 37 | 0.01 | 1.1e-01 | -6.2 | -8.6 | 6.7e-18 | 0.25 | 0.06 | 0.14 | TRUE |
5 | GTEx | Adrenal Gland | AC005702.4 | 0.25 | 0.18 | lasso | 7 | 0.15 | 6.5e-06 | -5.6 | -5.7 | 1.5e-08 | 0.19 | 0.41 | 0.04 | FALSE |
6 | GTEx | Artery Aorta | BZRAP1-AS1 | 0.19 | 0.01 | lasso | 11 | 0.03 | 6.6e-03 | 2.9 | 5.3 | 1.1e-07 | -0.06 | 0.11 | 0.18 | TRUE |
7 | GTEx | Artery Aorta | RP11-567L7.5 | 0.13 | 0.09 | lasso | 3 | 0.09 | 1.5e-05 | 8.6 | -8.6 | 5.8e-18 | 0.34 | 0.77 | 0.02 | FALSE |
8 | GTEx | Artery Aorta | AC005702.4 | 0.26 | 0.15 | lasso | 6 | 0.17 | 7.2e-10 | -5.6 | -7.6 | 3.2e-14 | 0.26 | 1.00 | 0.00 | FALSE |
9 | GTEx | Artery Coronary | RP11-567L7.5 | 0.24 | 0.03 | lasso | 5 | 0.02 | 6.1e-02 | 7.2 | -7.6 | 2.4e-14 | 0.29 | 0.14 | 0.05 | FALSE |
10 | GTEx | Artery Coronary | AC005702.4 | 0.21 | 0.02 | lasso | 5 | 0.03 | 2.9e-02 | -7.8 | -5.5 | 3.8e-08 | 0.38 | 0.27 | 0.07 | FALSE |
11 | GTEx | Artery Tibial | RP11-567L7.5 | 0.19 | 0.14 | lasso | 5 | 0.14 | 9.6e-11 | 8.6 | -10.4 | 2.9e-25 | 0.40 | 1.00 | 0.00 | FALSE |
12 | GTEx | Artery Tibial | AC005702.4 | 0.21 | 0.10 | lasso | 11 | 0.18 | 2.7e-14 | -5.6 | -7.5 | 8.4e-14 | 0.35 | 1.00 | 0.00 | FALSE |
13 | GTEx | Brain Caudate basal ganglia | CLTC | 0.22 | 0.02 | lasso | 4 | 0.01 | 1.8e-01 | -4.7 | -8.2 | 2.6e-16 | 0.60 | 0.05 | 0.46 | FALSE |
14 | GTEx | Brain Cerebellar Hemisphere | RP11-567L7.5 | 0.27 | 0.13 | lasso | 6 | 0.19 | 1.1e-05 | -6.2 | -7.8 | 5.2e-15 | 0.25 | 0.22 | 0.04 | FALSE |
15 | GTEx | Brain Cerebellar Hemisphere | AC005702.4 | 0.39 | 0.30 | lasso | 6 | 0.28 | 6.7e-08 | -5.6 | -7.1 | 1.4e-12 | 0.33 | 0.35 | 0.05 | FALSE |
16 | GTEx | Brain Frontal Cortex BA9 | AC005702.4 | 0.16 | 0.22 | enet | 10 | 0.14 | 1.4e-04 | -5.6 | -6.8 | 8.0e-12 | 0.29 | 0.16 | 0.08 | FALSE |
17 | GTEx | Breast Mammary Tissue | AC005702.4 | 0.26 | 0.18 | lasso | 6 | 0.17 | 5.4e-09 | -5.6 | -6.0 | 2.4e-09 | 0.22 | 0.99 | 0.00 | FALSE |
18 | GTEx | Breast Mammary Tissue (Male) | AC005702.4 | 0.48 | 0.22 | enet | 19 | 0.24 | 2.2e-06 | -6.1 | -9.3 | 9.9e-21 | 0.31 | 0.12 | 0.11 | FALSE |
19 | GTEx | Cells EBV-transformed lymphocytes | RNFT1 | 0.18 | 0.10 | lasso | 4 | 0.09 | 7.3e-04 | -7.8 | 8.2 | 2.7e-16 | -0.48 | 0.30 | 0.07 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | RPS6KB1 | 0.11 | 0.07 | lasso | 5 | 0.06 | 2.0e-05 | -13.1 | 13.2 | 9.4e-40 | -0.73 | 0.12 | 0.80 | TRUE |
21 | GTEx | Cells Transformed fibroblasts | RNFT1 | 0.07 | 0.03 | enet | 11 | 0.05 | 9.1e-05 | -7.8 | 6.5 | 8.3e-11 | -0.43 | 0.22 | 0.10 | TRUE |
22 | GTEx | Cells Transformed fibroblasts | RP11-567L7.5 | 0.19 | 0.08 | enet | 16 | 0.07 | 1.2e-05 | 8.6 | -7.3 | 3.5e-13 | 0.28 | 0.99 | 0.00 | FALSE |
23 | GTEx | Cells Transformed fibroblasts | AC005702.4 | 0.16 | 0.12 | lasso | 4 | 0.11 | 1.6e-08 | -7.9 | -8.0 | 1.5e-15 | 0.44 | 1.00 | 0.00 | FALSE |
24 | GTEx | Colon Sigmoid | RP11-567L7.5 | 0.14 | 0.06 | lasso | 4 | 0.10 | 1.6e-04 | -15.3 | -15.2 | 4.0e-52 | 0.77 | 0.03 | 0.83 | FALSE |
25 | GTEx | Colon Sigmoid | AC005702.4 | 0.21 | 0.22 | enet | 18 | 0.20 | 1.6e-07 | -5.6 | -8.4 | 3.0e-17 | 0.39 | 0.70 | 0.08 | FALSE |
26 | GTEx | Colon Transverse | AC005702.4 | 0.14 | 0.05 | lasso | 4 | 0.05 | 1.8e-03 | -5.6 | -6.9 | 5.5e-12 | 0.27 | 0.22 | 0.10 | FALSE |
27 | GTEx | Esophagus Gastroesophageal Junction | AC005702.4 | 0.16 | 0.10 | lasso | 3 | 0.08 | 1.1e-03 | -6.1 | -6.2 | 4.0e-10 | 0.12 | 0.14 | 0.05 | TRUE |
28 | GTEx | Esophagus Mucosa | DHX40 | 0.14 | 0.10 | lasso | 7 | 0.07 | 3.1e-05 | -9.1 | -9.1 | 9.8e-20 | 0.48 | 0.99 | 0.00 | FALSE |
29 | GTEx | Esophagus Mucosa | AC005702.4 | 0.34 | 0.19 | lasso | 4 | 0.18 | 7.1e-12 | -6.1 | -5.1 | 2.7e-07 | 0.04 | 1.00 | 0.00 | FALSE |
30 | GTEx | Esophagus Muscularis | AC005702.4 | 0.28 | 0.11 | enet | 17 | 0.11 | 3.6e-07 | -6.1 | -6.5 | 7.8e-11 | 0.18 | 0.98 | 0.00 | FALSE |
31 | GTEx | Heart Atrial Appendage | RP11-567L7.5 | 0.20 | 0.13 | lasso | 4 | 0.09 | 9.5e-05 | 8.6 | -9.5 | 1.8e-21 | 0.38 | 0.29 | 0.36 | FALSE |
32 | GTEx | Heart Atrial Appendage | AC005702.4 | 0.14 | 0.11 | enet | 9 | 0.12 | 7.2e-06 | -6.1 | -8.0 | 1.3e-15 | 0.31 | 0.78 | 0.03 | TRUE |
33 | GTEx | Lung | DHX40 | 0.11 | 0.04 | lasso | 8 | 0.09 | 4.1e-07 | -9.6 | -10.3 | 7.4e-25 | 0.55 | 0.48 | 0.30 | FALSE |
34 | GTEx | Lung | RP11-567L7.5 | 0.10 | 0.07 | lasso | 5 | 0.05 | 1.6e-04 | 7.2 | -8.1 | 5.4e-16 | 0.30 | 0.89 | 0.00 | FALSE |
35 | GTEx | Muscle Skeletal | RP11-567L7.5 | 0.16 | 0.06 | enet | 12 | 0.06 | 1.8e-06 | -5.3 | -8.9 | 4.3e-19 | 0.27 | 0.97 | 0.00 | FALSE |
36 | GTEx | Muscle Skeletal | AC005702.4 | 0.18 | 0.08 | lasso | 6 | 0.13 | 5.8e-13 | -7.8 | -8.0 | 1.2e-15 | 0.37 | 1.00 | 0.00 | FALSE |
37 | GTEx | Nerve Tibial | RPS6KB1 | 0.05 | 0.01 | lasso | 4 | 0.00 | 1.6e-01 | -15.8 | 15.3 | 5.9e-53 | -0.89 | 0.03 | 0.64 | TRUE |
38 | GTEx | Nerve Tibial | RP11-567L7.5 | 0.15 | 0.11 | enet | 15 | 0.11 | 6.3e-08 | 8.6 | -6.1 | 1.0e-09 | 0.15 | 1.00 | 0.00 | FALSE |
39 | GTEx | Nerve Tibial | AC005702.4 | 0.34 | 0.22 | lasso | 7 | 0.21 | 3.8e-15 | -5.6 | -5.5 | 3.2e-08 | 0.19 | 1.00 | 0.00 | FALSE |
40 | GTEx | Ovary | AC005702.4 | 0.39 | 0.10 | enet | 28 | 0.24 | 1.1e-06 | -7.7 | -7.2 | 4.9e-13 | 0.41 | 0.12 | 0.19 | FALSE |
41 | GTEx | Pituitary | AC005702.4 | 0.31 | 0.26 | enet | 9 | 0.23 | 1.9e-06 | -5.6 | -8.2 | 3.7e-16 | 0.31 | 0.47 | 0.12 | FALSE |
42 | GTEx | Skin Not Sun Exposed Suprapubic | DHX40 | 0.16 | 0.05 | lasso | 4 | 0.08 | 4.9e-05 | -9.5 | -11.6 | 6.3e-31 | 0.64 | 0.28 | 0.22 | FALSE |
43 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-567L7.5 | 0.22 | 0.14 | lasso | 6 | 0.11 | 1.2e-06 | 8.6 | -9.7 | 3.1e-22 | 0.40 | 0.86 | 0.11 | FALSE |
44 | GTEx | Skin Not Sun Exposed Suprapubic | AC005702.4 | 0.11 | 0.14 | lasso | 4 | 0.14 | 6.0e-08 | -5.6 | -6.7 | 2.4e-11 | 0.28 | 0.83 | 0.01 | FALSE |
45 | GTEx | Skin Sun Exposed Lower leg | DHX40 | 0.07 | 0.00 | enet | 38 | 0.00 | 2.3e-01 | -10.4 | -8.5 | 2.6e-17 | 0.34 | 0.09 | 0.09 | FALSE |
46 | GTEx | Skin Sun Exposed Lower leg | RP11-567L7.5 | 0.12 | 0.11 | lasso | 2 | 0.11 | 4.3e-09 | 8.6 | -8.8 | 1.6e-18 | 0.33 | 1.00 | 0.00 | FALSE |
47 | GTEx | Skin Sun Exposed Lower leg | AC005702.4 | 0.16 | 0.11 | lasso | 10 | 0.10 | 2.4e-08 | -5.6 | -6.6 | 3.3e-11 | 0.23 | 1.00 | 0.00 | FALSE |
48 | GTEx | Stomach | RNFT1 | 0.10 | 0.00 | enet | 10 | 0.01 | 1.6e-01 | -5.5 | 6.1 | 9.2e-10 | -0.31 | 0.07 | 0.07 | FALSE |
49 | GTEx | Stomach | AC005702.4 | 0.15 | 0.12 | enet | 23 | 0.09 | 3.9e-05 | -5.6 | -7.4 | 9.8e-14 | 0.39 | 0.34 | 0.07 | FALSE |
50 | GTEx | Testis | DHX40 | 0.24 | 0.13 | lasso | 10 | 0.18 | 2.6e-08 | -9.1 | -9.7 | 2.5e-22 | 0.51 | 1.00 | 0.00 | FALSE |
51 | GTEx | Testis | BZRAP1-AS1 | 0.19 | 0.07 | enet | 10 | 0.10 | 4.8e-05 | 6.1 | 5.3 | 1.4e-07 | 0.06 | 0.00 | 0.98 | FALSE |
52 | GTEx | Testis | AC005702.4 | 0.32 | 0.27 | enet | 17 | 0.26 | 3.9e-12 | -5.6 | -6.1 | 1.0e-09 | 0.25 | 1.00 | 0.00 | FALSE |
53 | GTEx | Testis | CTD-2319I12.4 | 0.24 | 0.15 | enet | 23 | 0.19 | 6.3e-09 | -5.1 | 8.6 | 8.7e-18 | -0.41 | 0.76 | 0.20 | FALSE |
54 | GTEx | Thyroid | DHX40 | 0.07 | 0.04 | lasso | 7 | 0.03 | 1.7e-03 | -9.1 | -9.0 | 2.5e-19 | 0.50 | 0.22 | 0.34 | FALSE |
55 | GTEx | Thyroid | RP11-567L7.5 | 0.14 | 0.12 | lasso | 4 | 0.12 | 2.9e-09 | 7.2 | -7.7 | 1.4e-14 | 0.25 | 1.00 | 0.00 | FALSE |
56 | GTEx | Thyroid | AC005702.4 | 0.28 | 0.24 | lasso | 5 | 0.22 | 3.7e-17 | -5.6 | -6.0 | 2.0e-09 | 0.23 | 1.00 | 0.00 | FALSE |
57 | GTEx | Vagina | HEATR6 | 0.28 | 0.02 | lasso | 10 | 0.01 | 1.8e-01 | -10.4 | -8.1 | 5.6e-16 | 0.51 | 0.04 | 0.33 | FALSE |
58 | GTEx | Vagina | AC005702.4 | 0.19 | 0.10 | enet | 18 | 0.09 | 3.8e-03 | -7.8 | -8.0 | 1.2e-15 | 0.46 | 0.23 | 0.13 | FALSE |
59 | GTEx | Whole Blood | AC005702.4 | 0.07 | 0.03 | lasso | 4 | 0.02 | 2.1e-03 | -7.7 | -7.6 | 2.8e-14 | 0.39 | 0.22 | 0.08 | FALSE |
60 | METSIM | Adipose | RNFT1 | 0.08 | 0.05 | enet | 18 | 0.07 | 4.1e-11 | -14.3 | 11.7 | 1.2e-31 | -0.68 | 0.71 | 0.29 | FALSE |
61 | METSIM | Adipose | RPS6KB1 | 0.03 | 0.02 | lasso | 6 | 0.02 | 2.4e-04 | -7.8 | -8.9 | 4.3e-19 | 0.52 | 0.74 | 0.16 | FALSE |
62 | NTR | Blood | MIR21 | 0.01 | 0.02 | lasso | 2 | 0.02 | 9.0e-06 | -15.4 | -15.0 | 7.8e-51 | 0.87 | 0.02 | 0.98 | FALSE |
63 | YFS | Blood | DHX40 | 0.01 | 0.01 | lasso | 8 | 0.01 | 1.6e-03 | -15.9 | 14.5 | 2.4e-47 | -0.87 | 0.02 | 0.96 | FALSE |
64 | YFS | Blood | RNFT1 | 0.04 | 0.04 | lasso | 3 | 0.04 | 9.3e-14 | -7.8 | 9.6 | 6.5e-22 | -0.56 | 1.00 | 0.00 | FALSE |
65 | YFS | Blood | RPS6KB1 | 0.01 | 0.01 | blup | 272 | 0.01 | 1.1e-03 | -12.9 | 9.2 | 2.4e-20 | -0.51 | 0.17 | 0.36 | FALSE |
66 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RPS6KB1 | 0.02 | 0.02 | lasso | 1 | 0.01 | 1.2e-03 | -7.8 | -7.8 | 4.4e-15 | 0.46 | 0.45 | 0.16 | FALSE |
67 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | RNFT1 | 0.02 | 0.02 | lasso | 4 | 0.02 | 2.2e-03 | -7.8 | 11.8 | 2.8e-32 | -0.68 | 0.01 | 0.66 | FALSE |
68 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | RPS6KB1 | 0.02 | 0.02 | blup | 43 | 0.02 | 6.3e-03 | -7.7 | -8.2 | 3.2e-16 | 0.47 | 0.07 | 0.14 | FALSE |
69 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | MKS1 | 0.09 | 0.00 | blup | 50 | 0.03 | 1.3e-02 | 10.2 | -5.4 | 7.0e-08 | -0.06 | 0.00 | 0.50 | FALSE |
70 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RNFT1 | 0.15 | 0.03 | enet | 13 | 0.05 | 8.2e-07 | -5.1 | 7.0 | 3.7e-12 | -0.47 | 0.02 | 0.65 | FALSE |
71 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RPS6KB1 | 0.03 | 0.02 | enet | 7 | 0.02 | 8.0e-04 | -5.1 | 8.8 | 1.1e-18 | -0.52 | 0.08 | 0.19 | FALSE |
72 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TUBD1 | 0.03 | 0.01 | blup | 38 | 0.02 | 3.5e-03 | -5.1 | 11.0 | 4.3e-28 | -0.69 | 0.02 | 0.59 | FALSE |
73 | The Cancer Genome Atlas | Lung Adenocarcinoma | BZRAP1 | 0.12 | 0.05 | blup | 60 | 0.08 | 3.4e-09 | 2.8 | -5.5 | 4.6e-08 | 0.05 | 0.80 | 0.05 | TRUE |
74 | The Cancer Genome Atlas | Lung Adenocarcinoma | RNFT1 | 0.04 | 0.02 | blup | 26 | 0.02 | 9.9e-04 | -7.8 | 5.7 | 1.2e-08 | -0.38 | 0.02 | 0.14 | FALSE |
75 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | RNFT1 | 0.23 | 0.07 | enet | 18 | 0.13 | 6.3e-06 | -7.7 | 9.1 | 6.1e-20 | -0.56 | 0.01 | 0.94 | FALSE |
76 | The Cancer Genome Atlas | Prostate Adenocarcinoma | RNFT1 | 0.03 | 0.03 | enet | 12 | 0.02 | 3.0e-03 | -7.7 | 9.7 | 4.0e-22 | -0.56 | 0.04 | 0.50 | FALSE |
77 | The Cancer Genome Atlas | Prostate Adenocarcinoma | RPS6KB1 | 0.03 | 0.03 | enet | 15 | 0.03 | 5.2e-04 | -7.8 | -8.2 | 1.9e-16 | 0.49 | 0.23 | 0.09 | FALSE |
78 | The Cancer Genome Atlas | Soft Tissue Sarcoma | CLTC | 0.07 | 0.03 | lasso | 3 | 0.02 | 1.5e-02 | -9.8 | -10.3 | 5.9e-25 | 0.63 | 0.05 | 0.18 | FALSE |
79 | The Cancer Genome Atlas | Thyroid Carcinoma | TUBD1 | 0.03 | 0.01 | blup | 38 | 0.02 | 3.0e-03 | -15.7 | 12.8 | 1.7e-37 | -0.77 | 0.01 | 0.82 | FALSE |