Best TWAS P=8.75e-103 · Best GWAS P=6.46e-99 conditioned to 1
# | 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 | GTEx | Adipose Subcutaneous | MFN2 | 0.18 | 0.12 | lasso | 5 | 0.12 | 4.6e-10 | 13.78 | 12.6 | 1.4e-36 | -0.47 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | RP3-467L1.6 | 0.08 | 0.00 | enet | 3 | 0.01 | 8.3e-02 | -9.93 | -9.9 | 3.3e-23 | 0.01 | 0.13 | 0.04 | FALSE |
3 | GTEx | Adipose Visceral Omentum | MFN2 | 0.22 | 0.08 | enet | 4 | 0.10 | 7.5e-06 | 9.74 | 11.3 | 1.3e-29 | -0.45 | 0.90 | 0.03 | FALSE |
4 | GTEx | Adipose Visceral Omentum | RERE | 0.22 | 0.17 | lasso | 5 | 0.17 | 5.2e-09 | -3.76 | 5.2 | 1.5e-07 | 0.01 | 0.98 | 0.00 | FALSE |
5 | GTEx | Adipose Visceral Omentum | CAMTA1 | 0.26 | 0.05 | enet | 61 | 0.06 | 5.6e-04 | 6.13 | 5.5 | 3.0e-08 | 0.06 | 0.18 | 0.55 | TRUE |
6 | GTEx | Artery Tibial | CLCN6 | 0.14 | 0.04 | lasso | 6 | 0.04 | 5.0e-04 | -6.17 | -7.2 | 4.3e-13 | 0.03 | 0.88 | 0.01 | TRUE |
7 | GTEx | Brain Caudate basal ganglia | KIF1B | 0.25 | 0.00 | lasso | 5 | 0.02 | 1.1e-01 | 0.44 | 5.5 | 3.3e-08 | 0.05 | 0.04 | 0.42 | FALSE |
8 | GTEx | Brain Cerebellum | CLCN6 | 0.25 | 0.05 | lasso | 8 | 0.06 | 9.3e-03 | -6.65 | -5.2 | 1.6e-07 | 0.04 | 0.18 | 0.04 | FALSE |
9 | GTEx | Breast Mammary Tissue (Female) | RERE | 0.14 | 0.12 | lasso | 3 | 0.08 | 2.4e-03 | -6.32 | 6.0 | 2.7e-09 | -0.02 | 0.16 | 0.04 | FALSE |
10 | GTEx | Cells EBV-transformed lymphocytes | PGD | 0.17 | 0.14 | lasso | 6 | 0.08 | 1.7e-03 | -4.91 | -8.5 | 1.3e-17 | 0.03 | 0.23 | 0.39 | FALSE |
11 | GTEx | Cells EBV-transformed lymphocytes | MTHFR | 0.33 | 0.12 | lasso | 6 | 0.09 | 7.9e-04 | -6.33 | -6.3 | 2.4e-10 | 0.00 | 0.44 | 0.03 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | MFN2 | 0.17 | 0.17 | lasso | 5 | 0.19 | 4.4e-14 | 9.74 | 11.8 | 2.2e-32 | -0.45 | 1.00 | 0.00 | FALSE |
13 | GTEx | Colon Transverse | MFN2 | 0.16 | 0.05 | lasso | 5 | 0.08 | 1.2e-04 | 15.17 | 15.1 | 1.6e-51 | -0.57 | 0.09 | 0.88 | FALSE |
14 | GTEx | Colon Transverse | DFFA | 0.13 | 0.01 | enet | 7 | 0.01 | 9.0e-02 | -6.79 | 8.4 | 6.3e-17 | -0.03 | 0.06 | 0.55 | FALSE |
15 | GTEx | Esophagus Mucosa | KIF1B | 0.10 | 0.00 | enet | 17 | 0.01 | 1.2e-01 | 4.08 | 8.2 | 1.5e-16 | 0.04 | 0.05 | 0.79 | FALSE |
16 | GTEx | Esophagus Mucosa | MFN2 | 0.19 | 0.19 | enet | 14 | 0.14 | 2.6e-09 | -21.06 | 21.1 | 2.1e-98 | -0.97 | 0.00 | 1.00 | FALSE |
17 | GTEx | Heart Left Ventricle | ENO1 | 0.09 | 0.04 | lasso | 4 | 0.00 | 2.0e-01 | -6.54 | -6.5 | 6.9e-11 | -0.04 | 0.14 | 0.38 | TRUE |
18 | GTEx | Heart Left Ventricle | SLC45A1 | 0.15 | 0.24 | lasso | 1 | 0.23 | 1.2e-12 | -5.47 | -5.5 | 4.4e-08 | 0.06 | 1.00 | 0.00 | FALSE |
19 | GTEx | Lung | ENO1 | 0.10 | 0.07 | lasso | 4 | 0.07 | 4.6e-06 | -6.36 | -6.8 | 1.2e-11 | 0.00 | 0.89 | 0.07 | FALSE |
20 | GTEx | Lung | MFN2 | 0.18 | 0.11 | lasso | 6 | 0.12 | 9.6e-10 | 15.60 | 14.1 | 7.5e-45 | -0.56 | 1.00 | 0.00 | FALSE |
21 | GTEx | Lung | DFFA | 0.11 | 0.01 | enet | 30 | 0.00 | 1.9e-01 | -3.81 | 5.3 | 8.8e-08 | -0.04 | 0.19 | 0.17 | FALSE |
22 | GTEx | Lung | SLC45A1 | 0.09 | 0.00 | enet | 13 | 0.04 | 9.7e-04 | -5.47 | -7.5 | 7.2e-14 | -0.01 | 0.45 | 0.02 | FALSE |
23 | GTEx | Muscle Skeletal | SLC45A1 | 0.08 | 0.08 | lasso | 4 | 0.06 | 8.0e-07 | -6.65 | -6.6 | 3.6e-11 | 0.05 | 0.96 | 0.00 | FALSE |
24 | GTEx | Nerve Tibial | CLCN6 | 0.11 | 0.04 | lasso | 2 | 0.05 | 3.5e-04 | -6.71 | -6.8 | 7.2e-12 | 0.10 | 0.49 | 0.02 | FALSE |
25 | GTEx | Skin Sun Exposed Lower leg | CLCN6 | 0.08 | 0.00 | lasso | 3 | 0.01 | 7.9e-02 | -4.31 | -6.5 | 8.9e-11 | 0.00 | 0.10 | 0.03 | FALSE |
26 | GTEx | Skin Sun Exposed Lower leg | MFN2 | 0.10 | 0.02 | lasso | 3 | 0.01 | 5.1e-02 | 15.17 | 14.8 | 2.0e-49 | -0.57 | 0.09 | 0.86 | FALSE |
27 | GTEx | Skin Sun Exposed Lower leg | PGD | 0.08 | 0.06 | lasso | 5 | 0.06 | 1.3e-05 | 5.31 | -5.3 | 9.1e-08 | 0.01 | 0.75 | 0.08 | FALSE |
28 | GTEx | Spleen | CLCN6 | 0.21 | 0.10 | lasso | 3 | 0.06 | 1.3e-02 | -6.24 | -6.1 | 1.4e-09 | -0.04 | 0.13 | 0.05 | FALSE |
29 | GTEx | Spleen | MFN2 | 0.36 | 0.18 | enet | 12 | 0.18 | 2.6e-05 | 15.07 | 15.3 | 8.4e-53 | -0.61 | 0.48 | 0.42 | FALSE |
30 | GTEx | Testis | MFN2 | 0.41 | 0.39 | enet | 16 | 0.39 | 1.2e-18 | -21.06 | 21.5 | 8.7e-103 | -0.97 | 0.00 | 1.00 | TRUE |
31 | GTEx | Thyroid | DFFA | 0.06 | 0.07 | enet | 5 | 0.04 | 8.1e-04 | 3.93 | 6.0 | 2.4e-09 | -0.11 | 0.20 | 0.42 | FALSE |
32 | GTEx | Vagina | FBXO6 | 0.45 | 0.14 | lasso | 8 | 0.10 | 3.2e-03 | 15.61 | -14.8 | 1.2e-49 | 0.64 | 0.06 | 0.36 | FALSE |
33 | GTEx | Whole Blood | CLCN6 | 0.10 | 0.02 | lasso | 3 | 0.04 | 2.1e-04 | -6.17 | -5.2 | 1.5e-07 | -0.02 | 0.38 | 0.03 | FALSE |
34 | GTEx | Whole Blood | PLOD1 | 0.19 | 0.16 | lasso | 5 | 0.22 | 6.9e-20 | 15.60 | 14.0 | 1.5e-44 | -0.56 | 1.00 | 0.00 | FALSE |
35 | GTEx | Whole Blood | KIAA2013 | 0.17 | 0.14 | enet | 19 | 0.16 | 1.6e-14 | 15.62 | 15.6 | 5.0e-55 | -0.68 | 0.99 | 0.01 | FALSE |
36 | GTEx | Whole Blood | MFN2 | 0.40 | 0.48 | lasso | 3 | 0.53 | 1.6e-56 | 15.62 | 14.2 | 4.5e-46 | -0.58 | 1.00 | 0.00 | FALSE |
37 | GTEx | Whole Blood | MIIP | 0.22 | 0.19 | lasso | 3 | 0.19 | 2.5e-17 | 15.58 | 14.9 | 2.6e-50 | -0.61 | 1.00 | 0.00 | FALSE |
38 | METSIM | Adipose | MFN2 | 0.06 | 0.07 | lasso | 3 | 0.06 | 1.0e-08 | 9.74 | 9.8 | 1.7e-22 | -0.37 | 1.00 | 0.00 | TRUE |
39 | METSIM | Adipose | MTHFR | 0.08 | 0.01 | blup | 482 | 0.03 | 1.9e-05 | -4.31 | -8.0 | 1.6e-15 | 0.25 | 0.48 | 0.03 | FALSE |
40 | METSIM | Adipose | PLOD1 | 0.05 | 0.01 | enet | 16 | 0.02 | 6.5e-04 | -12.16 | 5.5 | 4.2e-08 | -0.27 | 0.94 | 0.01 | FALSE |
41 | NTR | Blood | CLCN6 | 0.01 | 0.01 | lasso | 2 | 0.01 | 3.0e-04 | -6.17 | -7.0 | 2.2e-12 | 0.03 | 0.81 | 0.00 | FALSE |
42 | NTR | Blood | KIF1B | 0.11 | 0.08 | enet | 11 | 0.09 | 3.7e-28 | -13.91 | -14.1 | 2.8e-45 | -0.05 | 0.00 | 1.00 | TRUE |
43 | NTR | Blood | MFN2 | 0.14 | 0.16 | lasso | 3 | 0.17 | 5.1e-52 | 9.74 | 11.6 | 3.4e-31 | -0.45 | 1.00 | 0.00 | FALSE |
44 | NTR | Blood | MTHFR | 0.09 | 0.07 | enet | 17 | 0.10 | 4.4e-31 | -4.45 | -5.3 | 9.4e-08 | -0.05 | 1.00 | 0.00 | FALSE |
45 | NTR | Blood | PLOD1 | 0.03 | 0.03 | lasso | 3 | 0.02 | 1.8e-08 | 9.73 | 11.4 | 3.3e-30 | -0.40 | 1.00 | 0.00 | FALSE |
46 | NTR | Blood | TNFRSF9 | 0.02 | 0.00 | enet | 18 | 0.00 | 8.1e-03 | 4.18 | 10.1 | 4.6e-24 | -0.06 | 0.05 | 0.52 | TRUE |
47 | ROSMAP | Brain Pre-frontal Cortex | CLCN6 | 0.06 | 0.00 | bslmm | 467 | 0.02 | 9.9e-04 | -0.37 | -8.4 | 2.9e-17 | 0.10 | 0.17 | 0.04 | TRUE |
48 | ROSMAP | Brain Pre-frontal Cortex | MFN2 | 0.11 | 0.04 | lasso | 6 | 0.05 | 1.4e-06 | 11.29 | -12.9 | 5.4e-38 | 0.60 | 0.71 | 0.21 | FALSE |
49 | ROSMAP | Brain Pre-frontal Cortex | MIIP | 0.10 | 0.07 | enet | 14 | 0.09 | 1.2e-11 | 5.68 | -6.9 | 4.7e-12 | 0.29 | 1.00 | 0.00 | TRUE |
50 | ROSMAP | Brain Pre-frontal Cortex | CAMTA1 | 0.08 | 0.03 | bslmm | 875 | 0.06 | 7.9e-08 | -6.88 | 5.5 | 3.7e-08 | 0.10 | 0.97 | 0.01 | FALSE |
51 | YFS | Blood | CAMTA1 | 0.07 | 0.03 | lasso | 4 | 0.05 | 1.0e-14 | -9.31 | -8.8 | 8.6e-19 | -0.03 | 1.00 | 0.00 | TRUE |
52 | YFS | Blood | ENO1 | 0.07 | 0.06 | lasso | 7 | 0.06 | 5.1e-19 | -6.97 | 6.3 | 3.0e-10 | 0.01 | 1.00 | 0.00 | TRUE |
53 | YFS | Blood | KIAA2013 | 0.11 | 0.12 | lasso | 5 | 0.12 | 4.8e-37 | 13.78 | 15.0 | 6.9e-51 | -0.57 | 1.00 | 0.00 | FALSE |
54 | YFS | Blood | KIF1B | 0.30 | 0.26 | enet | 49 | 0.29 | 7.8e-97 | -13.91 | -12.5 | 8.4e-36 | -0.06 | 0.00 | 1.00 | FALSE |
55 | YFS | Blood | MFN2 | 0.45 | 0.58 | lasso | 7 | 0.65 | 2.1e-290 | 9.74 | 13.4 | 7.9e-41 | -0.52 | 1.00 | 0.00 | FALSE |
56 | YFS | Blood | PER3 | 0.03 | 0.01 | enet | 17 | 0.02 | 1.6e-06 | 9.42 | -6.8 | 9.2e-12 | -0.05 | 0.83 | 0.04 | FALSE |
57 | YFS | Blood | PLOD1 | 0.25 | 0.30 | enet | 31 | 0.36 | 8.7e-124 | 15.61 | 15.8 | 2.3e-56 | -0.63 | 1.00 | 0.00 | FALSE |
58 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | APITD1 | 0.07 | 0.01 | enet | 12 | 0.04 | 4.6e-04 | 0.67 | -6.5 | 6.9e-11 | 0.06 | 0.02 | 0.11 | FALSE |
59 | The Cancer Genome Atlas | Breast Invasive Carcinoma | KIF1B | 0.05 | 0.01 | blup | 108 | 0.01 | 9.4e-04 | -4.31 | -5.1 | 2.8e-07 | -0.01 | 0.31 | 0.09 | FALSE |
60 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MIIP | 0.03 | 0.03 | lasso | 4 | 0.02 | 1.1e-05 | 5.68 | -8.5 | 2.1e-17 | 0.35 | 0.98 | 0.00 | FALSE |
61 | The Cancer Genome Atlas | Colon Adenocarcinoma | MFN2 | 0.09 | 0.06 | enet | 8 | 0.07 | 4.2e-05 | 9.74 | 11.9 | 1.3e-32 | -0.47 | 0.35 | 0.44 | FALSE |
62 | The Cancer Genome Atlas | Colon Adenocarcinoma | MIIP | 0.05 | 0.04 | enet | 3 | 0.04 | 2.8e-03 | 9.80 | -9.2 | 2.9e-20 | 0.44 | 0.07 | 0.16 | FALSE |
63 | The Cancer Genome Atlas | Colon Adenocarcinoma | MTHFR | 0.07 | 0.01 | blup | 92 | 0.04 | 2.9e-03 | -6.71 | -5.7 | 1.2e-08 | 0.00 | 0.06 | 0.14 | FALSE |
64 | The Cancer Genome Atlas | Colon Adenocarcinoma | RERE | 0.08 | 0.00 | blup | 154 | 0.03 | 6.8e-03 | 5.34 | 6.3 | 2.4e-10 | -0.02 | 0.05 | 0.08 | FALSE |
65 | The Cancer Genome Atlas | Glioblastoma Multiforme | MIIP | 0.15 | 0.11 | lasso | 2 | 0.08 | 2.0e-03 | 5.68 | -6.4 | 1.8e-10 | 0.27 | 0.10 | 0.29 | TRUE |
66 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MFN2 | 0.02 | 0.02 | blup | 57 | 0.02 | 4.0e-03 | 15.07 | 17.8 | 3.0e-71 | -0.73 | 0.09 | 0.21 | TRUE |
67 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PGD | 0.04 | 0.03 | lasso | 4 | 0.02 | 2.1e-03 | -6.44 | -6.3 | 2.5e-10 | 0.00 | 0.06 | 0.39 | FALSE |
68 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | VAMP3 | 0.06 | 0.00 | blup | 58 | 0.02 | 1.6e-03 | 3.44 | 7.5 | 4.5e-14 | 0.01 | 0.05 | 0.25 | FALSE |
69 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | NPPA | 0.08 | 0.02 | blup | 79 | 0.03 | 1.0e-02 | -3.23 | 6.6 | 5.1e-11 | -0.28 | 0.09 | 0.06 | FALSE |
70 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MIIP | 0.07 | 0.07 | enet | 5 | 0.07 | 3.6e-08 | 5.68 | -7.8 | 8.8e-15 | 0.35 | 0.99 | 0.00 | FALSE |
71 | The Cancer Genome Atlas | Brain Lower Grade Glioma | VAMP3 | 0.05 | 0.03 | enet | 11 | 0.03 | 9.1e-05 | 3.52 | 5.9 | 2.8e-09 | 0.06 | 0.23 | 0.05 | FALSE |
72 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | PEX14 | 0.08 | 0.01 | enet | 8 | 0.05 | 3.1e-03 | 3.71 | 5.5 | 5.1e-08 | -0.09 | 0.04 | 0.29 | FALSE |
73 | The Cancer Genome Atlas | Lung Adenocarcinoma | RERE | 0.06 | 0.01 | blup | 154 | 0.03 | 2.7e-04 | -4.00 | 8.1 | 6.8e-16 | -0.01 | 0.38 | 0.11 | FALSE |
74 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | RERE | 0.04 | 0.02 | blup | 154 | 0.02 | 8.7e-04 | -2.94 | 5.2 | 1.5e-07 | -0.01 | 0.27 | 0.02 | FALSE |
75 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | PLOD1 | 0.15 | 0.13 | enet | 9 | 0.06 | 1.9e-03 | 11.29 | -12.7 | 3.7e-37 | 0.63 | 0.39 | 0.16 | FALSE |
76 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MIIP | 0.09 | 0.08 | enet | 4 | 0.08 | 4.2e-09 | 5.68 | -5.2 | 1.7e-07 | 0.23 | 1.00 | 0.00 | FALSE |
77 | The Cancer Genome Atlas | Prostate Adenocarcinoma | RERE | 0.04 | 0.01 | blup | 154 | 0.01 | 3.1e-02 | -6.65 | 9.4 | 5.0e-21 | -0.01 | 0.05 | 0.27 | FALSE |