Best TWAS P=3.53e-17 · Best GWAS P=7.67e-23 conditioned to 9.14e-10
# | 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 | CORO7 | 0.08 | 0.08 | lasso | 2 | 0.06 | 4.3e-08 | 7.112 | -7.1 | 1.1e-12 | 0.13 | 0.99 | 0.01 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | DNAJA3 | 0.23 | 0.29 | lasso | 3 | 0.29 | 1.2e-35 | 5.955 | 6.0 | 2.0e-09 | -0.13 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | HMOX2 | 0.13 | 0.05 | lasso | 6 | 0.04 | 2.2e-04 | 5.955 | 6.5 | 1.0e-10 | -0.14 | 0.97 | 0.00 | FALSE |
4 | GTEx | Adipose Subcutaneous | NMRAL1 | 0.31 | 0.33 | lasso | 4 | 0.35 | 9.0e-30 | 6.250 | 6.5 | 7.4e-11 | -0.13 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adipose Subcutaneous | RP11-95P2.1 | 0.12 | 0.01 | lasso | 3 | 0.02 | 1.0e-02 | -5.284 | 5.9 | 4.6e-09 | -0.07 | 0.05 | 0.06 | FALSE |
6 | GTEx | Adipose Visceral Omentum | NMRAL1 | 0.36 | 0.27 | enet | 20 | 0.27 | 3.7e-14 | 6.222 | 7.0 | 2.1e-12 | -0.15 | 1.00 | 0.00 | FALSE |
7 | GTEx | Artery Aorta | NMRAL1 | 0.43 | 0.42 | lasso | 8 | 0.42 | 4.7e-25 | 6.250 | 6.5 | 1.0e-10 | -0.12 | 1.00 | 0.00 | FALSE |
8 | GTEx | Artery Coronary | NMRAL1 | 0.40 | 0.34 | lasso | 5 | 0.34 | 3.5e-12 | 6.778 | 6.7 | 2.1e-11 | -0.15 | 1.00 | 0.00 | FALSE |
9 | GTEx | Artery Tibial | CDIP1 | 0.14 | 0.14 | lasso | 3 | 0.16 | 1.0e-12 | 6.375 | -6.4 | 1.3e-10 | 0.15 | 1.00 | 0.00 | FALSE |
10 | GTEx | Artery Tibial | NMRAL1 | 0.38 | 0.30 | enet | 15 | 0.36 | 1.2e-29 | 6.250 | 6.3 | 2.7e-10 | -0.12 | 1.00 | 0.00 | FALSE |
11 | GTEx | Brain Cerebellar Hemisphere | CDIP1 | 0.47 | 0.47 | lasso | 6 | 0.52 | 1.2e-15 | 6.250 | 7.0 | 1.8e-12 | -0.12 | 1.00 | 0.00 | FALSE |
12 | GTEx | Brain Cerebellar Hemisphere | NMRAL1 | 0.62 | 0.66 | lasso | 3 | 0.68 | 2.2e-23 | 6.250 | 6.3 | 3.6e-10 | -0.11 | 1.00 | 0.00 | FALSE |
13 | GTEx | Brain Cerebellum | CDIP1 | 0.47 | 0.54 | lasso | 7 | 0.52 | 8.3e-18 | 6.250 | 6.6 | 3.6e-11 | -0.13 | 1.00 | 0.00 | FALSE |
14 | GTEx | Brain Cerebellum | ZNF500 | 0.44 | 0.20 | enet | 24 | 0.21 | 8.0e-07 | -2.377 | -5.2 | 2.5e-07 | 0.10 | 0.91 | 0.00 | FALSE |
15 | GTEx | Brain Cerebellum | HMOX2 | 0.21 | 0.15 | lasso | 3 | 0.14 | 7.2e-05 | 6.430 | 6.4 | 1.9e-10 | -0.11 | 0.52 | 0.07 | FALSE |
16 | GTEx | Brain Cerebellum | NMRAL1 | 0.81 | 0.55 | lasso | 10 | 0.62 | 4.6e-23 | 6.130 | 6.8 | 1.1e-11 | -0.13 | 1.00 | 0.00 | FALSE |
17 | GTEx | Brain Nucleus accumbens basal ganglia | HMOX2 | 0.28 | -0.01 | lasso | 5 | -0.01 | 7.1e-01 | 6.222 | -6.3 | 2.4e-10 | 0.14 | 0.07 | 0.18 | FALSE |
18 | GTEx | Breast Mammary Tissue | UBN1 | 0.21 | 0.05 | enet | 29 | 0.09 | 1.9e-05 | 0.022 | 5.8 | 4.9e-09 | 0.00 | 0.35 | 0.03 | FALSE |
19 | GTEx | Breast Mammary Tissue | NMRAL1 | 0.17 | 0.18 | lasso | 2 | 0.15 | 5.2e-08 | 6.250 | 6.3 | 2.8e-10 | -0.11 | 0.98 | 0.00 | FALSE |
20 | GTEx | Breast Mammary Tissue (Male) | NMRAL1 | 0.20 | 0.11 | lasso | 4 | 0.10 | 2.4e-03 | 6.375 | 6.5 | 9.5e-11 | -0.13 | 0.10 | 0.05 | FALSE |
21 | GTEx | Breast Mammary Tissue (Female) | NMRAL1 | 0.29 | 0.01 | lasso | 6 | 0.00 | 2.7e-01 | 5.586 | 5.8 | 5.7e-09 | -0.10 | 0.08 | 0.05 | FALSE |
22 | GTEx | Cells EBV-transformed lymphocytes | CDIP1 | 0.16 | 0.10 | lasso | 7 | 0.06 | 6.8e-03 | 6.472 | -6.7 | 1.6e-11 | 0.13 | 0.37 | 0.04 | FALSE |
23 | GTEx | Cells Transformed fibroblasts | CDIP1 | 0.33 | 0.35 | lasso | 3 | 0.36 | 1.3e-28 | 6.375 | -6.4 | 1.6e-10 | 0.15 | 1.00 | 0.00 | FALSE |
24 | GTEx | Cells Transformed fibroblasts | NMRAL1 | 0.15 | 0.12 | lasso | 5 | 0.12 | 1.6e-09 | 6.250 | 6.6 | 4.9e-11 | -0.13 | 1.00 | 0.00 | FALSE |
25 | GTEx | Cells Transformed fibroblasts | ANKS3 | 0.09 | 0.05 | enet | 22 | 0.03 | 2.7e-03 | -4.556 | -6.5 | 8.1e-11 | 0.10 | 0.52 | 0.02 | FALSE |
26 | GTEx | Cells Transformed fibroblasts | RP11-95P2.1 | 0.13 | 0.11 | lasso | 3 | 0.12 | 2.0e-09 | -5.410 | 6.1 | 1.2e-09 | -0.05 | 0.81 | 0.19 | FALSE |
27 | GTEx | Colon Sigmoid | CDIP1 | 0.25 | 0.04 | lasso | 6 | 0.04 | 1.6e-02 | 6.372 | -6.6 | 5.0e-11 | 0.13 | 0.10 | 0.05 | FALSE |
28 | GTEx | Colon Sigmoid | NMRAL1 | 0.43 | 0.35 | lasso | 5 | 0.31 | 1.7e-11 | 6.250 | 6.4 | 1.4e-10 | -0.12 | 1.00 | 0.00 | FALSE |
29 | GTEx | Colon Transverse | CDIP1 | 0.21 | 0.07 | lasso | 4 | 0.09 | 4.5e-05 | 5.832 | -6.1 | 1.3e-09 | 0.13 | 0.88 | 0.00 | FALSE |
30 | GTEx | Colon Transverse | NMRAL1 | 0.38 | 0.19 | enet | 31 | 0.19 | 2.3e-09 | 6.222 | 7.7 | 9.7e-15 | -0.21 | 1.00 | 0.00 | FALSE |
31 | GTEx | Esophagus Gastroesophageal Junction | CDIP1 | 0.25 | 0.24 | lasso | 5 | 0.25 | 1.2e-09 | 5.711 | -6.6 | 5.5e-11 | 0.16 | 0.98 | 0.00 | FALSE |
32 | GTEx | Esophagus Gastroesophageal Junction | NMRAL1 | 0.47 | 0.28 | lasso | 4 | 0.26 | 4.3e-10 | 6.222 | 7.2 | 7.0e-13 | -0.11 | 1.00 | 0.00 | FALSE |
33 | GTEx | Esophagus Mucosa | NMRAL1 | 0.23 | 0.13 | lasso | 4 | 0.12 | 2.7e-08 | 6.375 | 6.4 | 1.3e-10 | -0.14 | 1.00 | 0.00 | FALSE |
34 | GTEx | Esophagus Muscularis | CDIP1 | 0.35 | 0.16 | lasso | 11 | 0.20 | 3.9e-12 | 5.832 | -5.7 | 1.2e-08 | 0.16 | 1.00 | 0.00 | FALSE |
35 | GTEx | Esophagus Muscularis | NMRAL1 | 0.30 | 0.35 | enet | 16 | 0.33 | 7.2e-21 | 6.250 | 6.8 | 1.1e-11 | -0.18 | 1.00 | 0.00 | FALSE |
36 | GTEx | Heart Atrial Appendage | MGRN1 | 0.33 | 0.30 | enet | 13 | 0.32 | 7.1e-15 | -1.966 | 5.3 | 9.8e-08 | 0.01 | 1.00 | 0.00 | FALSE |
37 | GTEx | Heart Atrial Appendage | NMRAL1 | 0.27 | 0.25 | lasso | 2 | 0.23 | 1.1e-10 | 6.250 | 6.3 | 3.6e-10 | -0.11 | 1.00 | 0.00 | FALSE |
38 | GTEx | Heart Left Ventricle | MGRN1 | 0.32 | 0.10 | enet | 18 | 0.33 | 3.6e-18 | 7.189 | 7.7 | 1.4e-14 | 0.00 | 0.98 | 0.00 | FALSE |
39 | GTEx | Heart Left Ventricle | NMRAL1 | 0.36 | 0.26 | enet | 12 | 0.28 | 4.4e-15 | 5.784 | 6.2 | 4.1e-10 | -0.14 | 1.00 | 0.00 | FALSE |
40 | GTEx | Lung | ROGDI | 0.20 | 0.10 | lasso | 5 | 0.06 | 1.4e-05 | -3.798 | -5.6 | 1.9e-08 | 0.31 | 0.97 | 0.00 | FALSE |
41 | GTEx | Lung | NMRAL1 | 0.16 | 0.11 | enet | 3 | 0.13 | 3.4e-10 | 6.250 | 6.4 | 1.8e-10 | -0.12 | 1.00 | 0.00 | FALSE |
42 | GTEx | Muscle Skeletal | CDIP1 | 0.07 | 0.07 | lasso | 2 | 0.06 | 6.1e-07 | 6.778 | -6.8 | 7.8e-12 | 0.16 | 0.99 | 0.00 | FALSE |
43 | GTEx | Muscle Skeletal | MGRN1 | 0.16 | 0.06 | lasso | 7 | 0.15 | 1.1e-14 | 7.684 | 8.0 | 1.6e-15 | 0.01 | 0.99 | 0.00 | TRUE |
44 | GTEx | Muscle Skeletal | NMRAL1 | 0.27 | 0.22 | enet | 28 | 0.31 | 2.0e-30 | 5.692 | 5.6 | 2.6e-08 | -0.11 | 1.00 | 0.00 | FALSE |
45 | GTEx | Nerve Tibial | CDIP1 | 0.20 | 0.12 | lasso | 5 | 0.13 | 1.4e-09 | 5.832 | -6.2 | 5.3e-10 | 0.17 | 1.00 | 0.00 | FALSE |
46 | GTEx | Nerve Tibial | HMOX2 | 0.24 | 0.07 | lasso | 7 | 0.07 | 1.3e-05 | 6.222 | 6.8 | 1.4e-11 | -0.13 | 0.99 | 0.00 | FALSE |
47 | GTEx | Nerve Tibial | NMRAL1 | 0.32 | 0.37 | lasso | 3 | 0.36 | 5.2e-27 | 6.250 | 6.3 | 2.3e-10 | -0.12 | 1.00 | 0.00 | FALSE |
48 | GTEx | Ovary | NMRAL1 | 0.33 | 0.16 | lasso | 3 | 0.12 | 7.0e-04 | 5.958 | 5.3 | 1.5e-07 | -0.13 | 0.11 | 0.15 | FALSE |
49 | GTEx | Pituitary | NMRAL1 | 0.31 | 0.18 | enet | 12 | 0.23 | 1.9e-06 | 6.130 | 7.3 | 2.6e-13 | -0.13 | 0.70 | 0.02 | FALSE |
50 | GTEx | Skin Not Sun Exposed Suprapubic | NMRAL1 | 0.19 | 0.12 | lasso | 3 | 0.11 | 1.3e-06 | 6.222 | 6.2 | 4.7e-10 | -0.12 | 0.98 | 0.00 | FALSE |
51 | GTEx | Skin Sun Exposed Lower leg | CDIP1 | 0.08 | 0.06 | lasso | 3 | 0.05 | 6.8e-05 | 6.375 | -6.6 | 3.4e-11 | 0.14 | 0.65 | 0.01 | FALSE |
52 | GTEx | Skin Sun Exposed Lower leg | NMRAL1 | 0.12 | 0.05 | enet | 9 | 0.04 | 1.6e-04 | 6.401 | 6.5 | 8.4e-11 | -0.14 | 0.99 | 0.00 | FALSE |
53 | GTEx | Spleen | NMRAL1 | 0.35 | 0.20 | lasso | 6 | 0.23 | 1.6e-06 | 6.222 | 6.7 | 2.8e-11 | -0.11 | 0.10 | 0.07 | FALSE |
54 | GTEx | Stomach | NMRAL1 | 0.16 | 0.18 | lasso | 1 | 0.16 | 6.5e-08 | 6.222 | 6.2 | 4.9e-10 | -0.12 | 0.95 | 0.01 | FALSE |
55 | GTEx | Testis | ROGDI | 0.17 | 0.09 | enet | 10 | 0.10 | 2.1e-05 | -3.829 | 5.5 | 4.0e-08 | -0.10 | 0.43 | 0.03 | FALSE |
56 | GTEx | Testis | NMRAL1 | 0.27 | 0.20 | enet | 6 | 0.22 | 2.4e-10 | 6.375 | 6.6 | 3.5e-11 | -0.14 | 1.00 | 0.00 | FALSE |
57 | GTEx | Thyroid | CDIP1 | 0.15 | 0.14 | lasso | 3 | 0.15 | 1.5e-11 | 5.711 | -6.7 | 2.0e-11 | 0.15 | 1.00 | 0.00 | FALSE |
58 | GTEx | Thyroid | HMOX2 | 0.12 | 0.06 | lasso | 3 | 0.04 | 3.3e-04 | 6.372 | 6.2 | 4.7e-10 | -0.12 | 0.28 | 0.06 | FALSE |
59 | GTEx | Thyroid | NMRAL1 | 0.18 | 0.14 | lasso | 3 | 0.15 | 2.4e-11 | 6.372 | 6.4 | 2.0e-10 | -0.15 | 1.00 | 0.00 | FALSE |
60 | GTEx | Thyroid | RP11-95P2.1 | 0.15 | 0.10 | lasso | 5 | 0.10 | 3.9e-08 | -7.295 | 7.5 | 6.8e-14 | -0.03 | 0.90 | 0.05 | TRUE |
61 | GTEx | Whole Blood | NMRAL1 | 0.19 | 0.14 | lasso | 5 | 0.20 | 3.6e-18 | 6.778 | 6.0 | 1.4e-09 | -0.10 | 1.00 | 0.00 | FALSE |
62 | METSIM | Adipose | CDIP1 | 0.07 | 0.06 | lasso | 5 | 0.08 | 2.8e-12 | 5.792 | -6.4 | 1.6e-10 | 0.16 | 1.00 | 0.00 | FALSE |
63 | METSIM | Adipose | NMRAL1 | 0.18 | 0.22 | bslmm | 447 | 0.22 | 8.8e-33 | 6.130 | 6.7 | 2.7e-11 | -0.11 | 1.00 | 0.00 | FALSE |
64 | METSIM | Adipose | NUDT16L1 | 0.06 | 0.03 | bslmm | 392 | 0.04 | 2.2e-06 | -3.829 | -6.0 | 1.5e-09 | -0.04 | 0.99 | 0.00 | FALSE |
65 | ROSMAP | Brain Pre-frontal Cortex | CDIP1 | 0.13 | 0.18 | lasso | 2 | 0.17 | 3.6e-21 | 6.778 | 7.0 | 2.0e-12 | -0.15 | 1.00 | 0.00 | FALSE |
66 | ROSMAP | Brain Pre-frontal Cortex | NMRAL1 | 0.31 | 0.25 | lasso | 6 | 0.30 | 8.0e-40 | 6.130 | 6.2 | 5.1e-10 | -0.09 | 1.00 | 0.00 | FALSE |
67 | ROSMAP | Brain Pre-frontal Cortex | ANKS3 | 0.08 | 0.00 | blup | 396 | 0.02 | 1.5e-03 | -3.447 | -5.7 | 1.1e-08 | 0.10 | 0.21 | 0.02 | FALSE |
68 | ROSMAP | Brain Pre-frontal Cortex | RP11-462G12.1 | 0.11 | 0.07 | enet | 18 | 0.06 | 1.1e-08 | 5.626 | 7.0 | 2.7e-12 | 0.04 | 1.00 | 0.00 | TRUE |
69 | ROSMAP | Brain Pre-frontal Cortex | CORO7 | 0.19 | 0.29 | bslmm | 426 | 0.29 | 5.8e-38 | 6.472 | -6.3 | 2.2e-10 | 0.11 | 1.00 | 0.00 | FALSE |
70 | YFS | Blood | NMRAL1 | 0.25 | 0.22 | lasso | 7 | 0.32 | 6.7e-107 | 5.955 | 5.7 | 1.2e-08 | -0.08 | 1.00 | 0.00 | FALSE |
71 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C16orf5 | 0.02 | 0.03 | blup | 37 | 0.03 | 9.7e-08 | 6.222 | -7.0 | 2.0e-12 | 0.13 | 0.96 | 0.04 | FALSE |
72 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SEC14L5 | 0.02 | 0.00 | blup | 81 | 0.01 | 6.2e-03 | 4.093 | 5.9 | 3.3e-09 | -0.54 | 0.07 | 0.17 | TRUE |
73 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SEPT12 | 0.11 | 0.04 | enet | 15 | 0.09 | 1.7e-17 | 4.649 | -5.3 | 1.4e-07 | 0.10 | 0.01 | 0.96 | FALSE |
74 | The Cancer Genome Atlas | Colon Adenocarcinoma | UBN1 | 0.05 | 0.04 | enet | 7 | 0.05 | 4.2e-04 | 5.524 | -5.2 | 1.6e-07 | 0.02 | 0.01 | 0.90 | FALSE |
75 | The Cancer Genome Atlas | Glioblastoma Multiforme | CORO7 | 0.12 | 0.06 | lasso | 6 | 0.06 | 8.3e-03 | 7.412 | -8.4 | 3.5e-17 | 0.08 | 0.01 | 0.85 | TRUE |
76 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ZNF500 | 0.11 | 0.01 | blup | 49 | 0.03 | 8.8e-05 | 4.480 | -5.8 | 6.2e-09 | 0.18 | 0.00 | 0.17 | TRUE |
77 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C16orf5 | 0.02 | 0.02 | lasso | 3 | 0.02 | 4.5e-03 | 5.291 | -5.8 | 5.5e-09 | 0.14 | 0.27 | 0.06 | FALSE |
78 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | C16orf5 | 0.09 | 0.10 | lasso | 2 | 0.06 | 1.6e-04 | 5.486 | -5.3 | 9.8e-08 | 0.13 | 0.51 | 0.13 | FALSE |
79 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CORO7 | 0.26 | 0.43 | lasso | 3 | 0.44 | 5.0e-54 | 6.472 | -6.9 | 4.0e-12 | 0.12 | 0.63 | 0.37 | FALSE |
80 | The Cancer Genome Atlas | Brain Lower Grade Glioma | HMOX2 | 0.02 | 0.03 | lasso | 2 | 0.02 | 3.9e-03 | 5.832 | 6.3 | 2.1e-10 | -0.17 | 0.02 | 0.95 | FALSE |
81 | The Cancer Genome Atlas | Brain Lower Grade Glioma | NMRAL1 | 0.17 | 0.20 | enet | 14 | 0.21 | 3.3e-23 | 5.955 | 5.8 | 7.3e-09 | -0.13 | 0.21 | 0.79 | FALSE |
82 | The Cancer Genome Atlas | Lung Adenocarcinoma | C16orf5 | 0.03 | 0.03 | lasso | 2 | 0.02 | 1.3e-03 | 6.778 | -6.8 | 1.4e-11 | 0.15 | 0.33 | 0.07 | FALSE |
83 | The Cancer Genome Atlas | Lung Adenocarcinoma | SEC14L5 | 0.04 | 0.01 | lasso | 4 | 0.03 | 4.5e-04 | -5.665 | 5.3 | 1.2e-07 | -0.64 | 0.09 | 0.58 | FALSE |
84 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | NMRAL1 | 0.05 | 0.03 | blup | 32 | 0.04 | 2.1e-05 | 6.392 | 5.2 | 1.9e-07 | -0.03 | 0.01 | 0.97 | FALSE |
85 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C16orf5 | 0.07 | 0.07 | blup | 37 | 0.07 | 1.1e-07 | 6.222 | -6.7 | 2.2e-11 | 0.14 | 0.98 | 0.02 | FALSE |
86 | The Cancer Genome Atlas | Prostate Adenocarcinoma | LOC342346 | 0.06 | 0.02 | blup | 34 | 0.02 | 1.2e-03 | 6.375 | -7.6 | 2.7e-14 | 0.14 | 0.70 | 0.09 | FALSE |
87 | The Cancer Genome Atlas | Thyroid Carcinoma | C16orf5 | 0.05 | 0.07 | enet | 4 | 0.07 | 1.1e-07 | 5.832 | -6.0 | 2.2e-09 | 0.16 | 0.99 | 0.01 | FALSE |