[Hub]/) : Traits : Lung FEV1/FVC ratio :

chr1:44,779,991-48,392,033

Best TWAS P=6.35e-18 · Best GWAS P=2.92e-18 conditioned to 0.0165

Associated models

# 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 TESK2 0.06 0.02 bslmm 327 0.04 2.3e-05 -4.01 -5.2 2.6e-07 -0.48 0.92 0.02 FALSE
2 GTEx Adipose Subcutaneous MAST2 0.09 0.09 lasso 4 0.08 2.6e-07 7.05 7.2 5.2e-13 0.63 0.98 0.01 FALSE
3 GTEx Adipose Subcutaneous MUTYH 0.04 0.00 enet 23 0.00 8.5e-01 -6.88 8.6 6.4e-18 0.71 0.04 0.76 TRUE
4 GTEx Adipose Subcutaneous GPBP1L1 0.05 0.05 lasso 4 0.05 8.7e-05 7.25 7.5 5.2e-14 0.63 0.64 0.25 FALSE
5 GTEx Adipose Subcutaneous RP11-767N6.2 0.03 0.03 enet 6 0.04 3.0e-04 -4.24 -5.8 4.8e-09 -0.41 0.32 0.14 FALSE
6 GTEx Adipose Visceral Omentum GPBP1L1 0.10 0.04 lasso 6 0.06 3.4e-04 7.42 7.0 1.9e-12 0.55 0.83 0.14 FALSE
7 GTEx Artery Aorta MAST2 0.26 0.32 lasso 16 0.31 2.0e-17 7.42 7.4 1.5e-13 0.63 0.99 0.01 FALSE
8 GTEx Artery Aorta TMEM69 0.09 0.02 enet 9 0.03 6.4e-03 7.82 6.6 4.5e-11 0.69 0.38 0.40 FALSE
9 GTEx Artery Coronary MAST2 0.09 0.09 lasso 4 0.08 1.3e-03 7.49 6.9 4.1e-12 0.59 0.43 0.21 FALSE
10 GTEx Artery Tibial MAST2 0.29 0.30 lasso 2 0.30 1.8e-23 7.06 7.1 1.6e-12 0.60 1.00 0.00 FALSE
11 GTEx Artery Tibial GPBP1L1 0.04 0.04 enet 7 0.03 2.2e-03 -6.57 7.4 1.7e-13 0.63 0.37 0.54 FALSE
12 GTEx Artery Tibial RP11-767N6.2 0.04 0.02 enet 5 0.04 6.9e-04 -3.96 -5.4 7.4e-08 -0.45 0.49 0.14 FALSE
13 GTEx Brain Caudate basal ganglia MUTYH 0.19 0.05 enet 21 0.14 1.1e-04 7.75 7.6 2.6e-14 0.75 0.04 0.68 FALSE
14 GTEx Brain Putamen basal ganglia RAD54L 0.30 0.04 enet 30 0.06 1.4e-02 2.83 5.2 2.2e-07 0.35 0.05 0.07 FALSE
15 GTEx Cells Transformed fibroblasts MAST2 0.25 0.33 enet 16 0.30 1.0e-22 7.06 6.8 7.8e-12 0.61 1.00 0.00 FALSE
16 GTEx Cells Transformed fibroblasts MUTYH 0.20 0.10 enet 22 0.11 8.3e-09 -6.96 8.0 1.3e-15 0.66 0.46 0.54 FALSE
17 GTEx Cells Transformed fibroblasts TMEM69 0.10 0.07 enet 10 0.07 3.0e-06 -3.83 5.5 4.4e-08 0.61 0.24 0.75 FALSE
18 GTEx Colon Sigmoid MAST2 0.18 0.10 lasso 4 0.13 2.5e-05 7.06 7.0 2.6e-12 0.59 0.90 0.03 FALSE
19 GTEx Colon Transverse MAST2 0.18 0.09 lasso 7 0.07 4.5e-04 7.48 6.9 7.0e-12 0.57 0.70 0.10 FALSE
20 GTEx Colon Transverse GPBP1L1 0.06 0.01 lasso 6 0.01 8.3e-02 -4.92 7.4 1.5e-13 0.61 0.16 0.58 FALSE
21 GTEx Esophagus Mucosa GPBP1L1 0.04 0.02 lasso 3 0.02 1.5e-02 -5.14 6.1 9.9e-10 0.43 0.14 0.40 FALSE
22 GTEx Esophagus Muscularis MAST2 0.17 0.13 enet 30 0.11 3.8e-07 7.18 7.0 2.2e-12 0.60 0.99 0.01 FALSE
23 GTEx Esophagus Muscularis MUTYH 0.08 0.04 enet 9 0.04 1.5e-03 -6.88 7.8 4.5e-15 0.81 0.03 0.94 FALSE
24 GTEx Esophagus Muscularis CCDC17 0.04 0.04 lasso 6 0.01 9.1e-02 -5.00 5.1 2.9e-07 0.33 0.37 0.28 FALSE
25 GTEx Heart Atrial Appendage MAST2 0.22 0.07 lasso 15 0.12 5.3e-06 -3.56 6.1 1.4e-09 0.57 0.79 0.14 FALSE
26 GTEx Heart Atrial Appendage MMACHC 0.10 0.06 enet 11 0.10 3.3e-05 -5.32 -5.8 7.5e-09 -0.46 0.59 0.12 FALSE
27 GTEx Heart Left Ventricle MAST2 0.21 0.08 lasso 7 0.10 5.5e-06 7.83 7.3 2.3e-13 0.71 0.10 0.90 FALSE
28 GTEx Lung MAST2 0.06 0.06 lasso 5 0.05 1.7e-04 7.06 7.2 4.7e-13 0.62 0.88 0.09 FALSE
29 GTEx Lung GPBP1L1 0.04 0.02 enet 14 0.02 5.8e-03 -4.90 7.1 1.0e-12 0.57 0.27 0.57 FALSE
30 GTEx Muscle Skeletal GPBP1L1 0.03 0.02 enet 19 0.03 7.2e-04 -5.13 8.1 6.6e-16 0.65 0.27 0.56 FALSE
31 GTEx Muscle Skeletal IPP 0.15 0.01 enet 7 0.04 6.4e-05 -4.75 6.6 5.1e-11 0.34 0.44 0.07 FALSE
32 GTEx Muscle Skeletal RP11-767N6.7 0.06 0.06 lasso 3 0.04 6.6e-05 7.79 8.4 6.0e-17 0.78 0.18 0.77 FALSE
33 GTEx Nerve Tibial TESK2 0.07 0.00 lasso 13 0.00 3.5e-01 -6.88 -8.2 2.7e-16 -0.76 0.08 0.78 FALSE
34 GTEx Nerve Tibial MAST2 0.08 0.05 lasso 4 0.06 5.6e-05 7.06 6.6 4.1e-11 0.59 0.75 0.03 FALSE
35 GTEx Nerve Tibial IPP 0.07 0.04 enet 12 0.05 1.9e-04 7.69 8.1 5.8e-16 0.61 0.39 0.44 FALSE
36 GTEx Skin Not Sun Exposed Suprapubic GPBP1L1 0.09 0.02 enet 11 0.02 3.5e-02 -5.01 5.5 3.1e-08 0.43 0.71 0.14 FALSE
37 GTEx Skin Sun Exposed Lower leg GPBP1L1 0.03 0.00 lasso 5 0.00 4.8e-01 -0.99 5.6 2.1e-08 0.55 0.14 0.15 FALSE
38 GTEx Skin Sun Exposed Lower leg RP11-767N6.2 0.05 0.01 enet 13 0.02 1.6e-02 -5.15 -7.4 1.6e-13 -0.58 0.63 0.11 FALSE
39 GTEx Stomach MUTYH 0.08 0.02 lasso 4 0.02 4.1e-02 -6.88 7.2 4.8e-13 0.69 0.10 0.44 FALSE
40 GTEx Stomach RP11-767N6.7 0.08 0.03 enet 16 0.05 1.3e-03 7.06 6.4 1.9e-10 0.50 0.34 0.16 FALSE
41 GTEx Testis TESK2 0.15 0.01 lasso 3 0.04 8.4e-03 -3.97 -6.0 1.9e-09 -0.69 0.14 0.75 FALSE
42 GTEx Testis PRDX1 0.22 0.00 enet 19 0.05 2.2e-03 7.72 -7.9 2.8e-15 -0.70 0.05 0.65 FALSE
43 GTEx Testis PIK3R3 0.08 0.05 enet 7 0.06 1.5e-03 -5.06 5.2 2.7e-07 0.32 0.56 0.03 FALSE
44 GTEx Testis GPBP1L1 0.07 0.06 enet 7 0.03 1.7e-02 7.69 7.7 1.3e-14 0.70 0.28 0.34 FALSE
45 GTEx Testis IPP 0.05 0.06 enet 8 0.03 1.4e-02 -5.15 -6.3 3.2e-10 -0.47 0.19 0.44 FALSE
46 GTEx Testis RP11-767N6.2 0.05 0.00 enet 14 0.01 1.1e-01 -5.15 -5.4 5.6e-08 -0.36 0.25 0.04 FALSE
47 GTEx Thyroid MAST2 0.06 0.05 lasso 4 0.04 4.9e-04 -4.03 5.5 4.0e-08 0.40 0.80 0.02 FALSE
48 GTEx Thyroid GPBP1L1 0.05 0.06 enet 6 0.07 7.9e-06 -6.57 7.0 2.4e-12 0.57 0.68 0.30 FALSE
49 GTEx Thyroid IPP 0.08 0.07 lasso 3 0.08 7.1e-07 7.18 7.2 4.7e-13 0.62 0.98 0.01 FALSE
50 GTEx Uterus MAST2 0.30 0.28 lasso 2 0.18 2.0e-04 7.06 7.1 1.1e-12 0.61 0.45 0.35 FALSE
51 GTEx Uterus UROD 0.19 -0.01 enet 15 0.00 3.3e-01 2.48 5.9 2.9e-09 0.54 0.06 0.26 FALSE
52 GTEx Whole Blood TESK2 0.14 0.05 enet 23 0.11 5.6e-10 7.71 -6.6 3.5e-11 -0.77 0.31 0.69 FALSE
53 GTEx Whole Blood RP1-18D14.7 0.15 0.13 enet 17 0.13 7.7e-12 6.12 -5.7 1.2e-08 -0.04 0.01 0.99 TRUE
54 METSIM Adipose CCDC17 0.03 0.02 blup 287 0.01 5.6e-03 7.21 6.9 6.0e-12 0.56 0.36 0.16 FALSE
55 METSIM Adipose MAST2 0.06 0.06 lasso 6 0.05 1.3e-08 7.06 6.9 4.7e-12 0.59 0.95 0.05 FALSE
56 METSIM Adipose MUTYH 0.07 0.04 blup 286 0.05 1.8e-07 -6.88 7.8 7.4e-15 0.86 0.11 0.89 FALSE
57 NTR Blood PIK3R3 0.01 0.02 lasso 2 0.02 4.5e-06 7.15 7.3 2.1e-13 0.63 0.24 0.76 FALSE
58 ROSMAP Brain Pre-frontal Cortex MMACHC 0.04 0.01 blup 274 0.02 1.4e-03 7.72 -7.6 2.1e-14 -0.82 0.02 0.98 FALSE
59 ROSMAP Brain Pre-frontal Cortex MUTYH 0.04 0.04 blup 282 0.03 3.7e-05 -6.88 -7.6 3.2e-14 -0.80 0.10 0.89 FALSE
60 ROSMAP Brain Pre-frontal Cortex IPP 0.08 0.15 lasso 9 0.14 5.0e-18 -5.13 5.2 1.5e-07 0.36 1.00 0.00 FALSE
61 ROSMAP Brain Pre-frontal Cortex RPS15AP10 0.03 0.05 blup 283 0.04 8.0e-06 -5.32 -5.6 2.3e-08 -0.37 0.99 0.00 FALSE
62 YFS Blood ATPAF1 0.01 0.00 blup 362 0.00 2.3e-02 3.36 -5.6 2.1e-08 -0.12 0.28 0.02 TRUE
63 YFS Blood CCDC17 0.04 0.02 lasso 8 0.02 6.8e-08 -5.14 6.5 8.8e-11 0.47 1.00 0.00 FALSE
64 YFS Blood IPP 0.10 0.11 lasso 15 0.12 4.6e-36 -4.95 5.6 1.7e-08 0.38 1.00 0.00 FALSE
65 YFS Blood TAL1 0.03 0.02 bslmm 402 0.02 2.6e-06 6.09 -5.5 4.6e-08 -0.06 0.01 0.99 FALSE
66 YFS Blood TMEM69 0.02 0.01 bslmm 294 0.01 2.1e-04 5.03 8.2 1.8e-16 0.69 0.16 0.63 FALSE
67 The Cancer Genome Atlas Bladder Urothelial Carcinoma MUTYH 0.11 0.03 blup 36 0.04 1.8e-04 -4.03 6.4 1.7e-10 0.64 0.05 0.23 FALSE
68 The Cancer Genome Atlas Breast Invasive Carcinoma MMACHC 0.01 0.00 blup 41 0.01 5.4e-03 8.71 -7.0 3.7e-12 -0.90 0.01 0.71 FALSE
69 The Cancer Genome Atlas Breast Invasive Carcinoma MUTYH 0.20 0.05 blup 36 0.10 3.0e-19 -5.93 6.3 2.9e-10 0.62 0.00 1.00 FALSE
70 The Cancer Genome Atlas Colon Adenocarcinoma MUTYH 0.17 0.02 enet 12 0.11 1.1e-06 -4.00 6.4 1.6e-10 0.66 0.02 0.46 FALSE
71 The Cancer Genome Atlas Colon Adenocarcinoma TESK2 0.17 0.02 enet 17 0.04 1.6e-03 -5.29 -6.5 1.0e-10 -0.55 0.08 0.69 FALSE
72 The Cancer Genome Atlas Glioblastoma Multiforme MUTYH 0.16 0.10 blup 36 0.09 8.1e-04 -3.97 5.7 1.2e-08 0.53 0.14 0.09 FALSE
73 The Cancer Genome Atlas Head and Neck Squamous Cell Carcinoma MUTYH 0.14 0.00 blup 36 0.04 3.4e-05 -4.03 6.5 6.1e-11 0.64 0.07 0.51 FALSE
74 The Cancer Genome Atlas Kidney Renal Clear Cell Carcinoma MUTYH 0.24 0.03 enet 14 0.15 3.2e-16 -5.93 6.3 2.7e-10 0.65 0.01 0.99 FALSE
75 The Cancer Genome Atlas Kidney Renal Papillary Cell Carcinoma MMACHC 0.10 0.11 lasso 2 0.11 6.6e-07 -7.21 -7.7 1.4e-14 -0.89 0.07 0.92 FALSE
76 The Cancer Genome Atlas Kidney Renal Papillary Cell Carcinoma MUTYH 0.30 0.06 blup 36 0.12 1.8e-07 -3.96 5.7 1.3e-08 0.66 0.57 0.28 FALSE
77 The Cancer Genome Atlas Brain Lower Grade Glioma CCDC163P 0.07 0.05 blup 37 0.10 3.5e-11 -3.19 -6.3 2.7e-10 -0.85 0.19 0.81 FALSE
78 The Cancer Genome Atlas Brain Lower Grade Glioma MUTYH 0.37 0.13 enet 19 0.23 6.8e-26 -5.93 6.8 1.2e-11 0.67 0.00 1.00 FALSE
79 The Cancer Genome Atlas Brain Lower Grade Glioma TESK2 0.05 0.02 blup 82 0.04 3.4e-05 -3.97 -6.6 3.9e-11 -0.70 0.10 0.89 FALSE
80 The Cancer Genome Atlas Liver Hepatocellular Carcinoma MUTYH 0.25 0.03 blup 36 0.08 1.1e-04 -0.32 5.1 2.7e-07 0.57 0.00 0.81 FALSE
81 The Cancer Genome Atlas Lung Adenocarcinoma MMACHC 0.04 0.03 blup 41 0.03 3.0e-04 7.73 -7.5 4.4e-14 -0.93 0.02 0.88 FALSE
82 The Cancer Genome Atlas Lung Adenocarcinoma MUTYH 0.16 0.03 enet 12 0.06 3.0e-07 -3.49 7.2 7.3e-13 0.57 0.00 1.00 FALSE
83 The Cancer Genome Atlas Lung Squamous Cell Carcinoma MUTYH 0.17 0.01 blup 36 0.06 3.1e-07 -5.93 5.5 4.0e-08 0.47 0.00 0.93 FALSE
84 The Cancer Genome Atlas Ovarian Serous Cystadenocarcinoma MMACHC 0.07 0.02 blup 41 0.03 4.2e-03 7.75 -5.6 2.2e-08 -0.82 0.12 0.34 FALSE
85 The Cancer Genome Atlas Pancreatic Adenocarcinoma MUTYH 0.12 0.00 blup 36 0.04 1.2e-02 -3.88 5.9 3.5e-09 0.62 0.01 0.13 FALSE
86 The Cancer Genome Atlas Pheochromocytoma and Paraganglioma CCDC163P 0.17 0.11 blup 37 0.14 4.4e-06 -3.16 -5.6 2.7e-08 -0.75 0.15 0.83 FALSE
87 The Cancer Genome Atlas Pheochromocytoma and Paraganglioma MMACHC 0.16 0.12 blup 41 0.12 2.1e-05 -4.18 -6.9 5.2e-12 -0.69 0.29 0.53 FALSE
88 The Cancer Genome Atlas Prostate Adenocarcinoma GPBP1L1 0.04 0.04 blup 50 0.04 2.9e-05 -5.14 6.0 2.0e-09 0.42 0.40 0.48 FALSE
89 The Cancer Genome Atlas Prostate Adenocarcinoma MMACHC 0.07 0.05 enet 12 0.09 3.1e-09 7.72 -6.7 1.9e-11 -0.84 0.02 0.98 FALSE
90 The Cancer Genome Atlas Prostate Adenocarcinoma MUTYH 0.37 0.09 enet 17 0.21 3.3e-21 -5.93 7.2 5.2e-13 0.67 0.00 1.00 FALSE
91 The Cancer Genome Atlas Soft Tissue Sarcoma MUTYH 0.15 0.04 lasso 3 0.09 5.3e-06 -4.03 5.5 3.1e-08 0.54 0.77 0.10 FALSE
92 The Cancer Genome Atlas Stomach Adenocarcinoma IPP 0.04 0.04 blup 47 0.04 1.4e-03 -4.38 6.1 1.2e-09 0.42 0.10 0.25 FALSE
93 The Cancer Genome Atlas Stomach Adenocarcinoma TMEM69 0.10 0.05 lasso 2 0.04 5.9e-04 7.83 7.8 4.9e-15 0.70 0.00 0.98 FALSE
94 The Cancer Genome Atlas Thyroid Carcinoma GPBP1L1 0.11 0.06 lasso 3 0.06 1.6e-06 -5.14 6.1 8.6e-10 0.44 0.66 0.33 FALSE
95 The Cancer Genome Atlas Thyroid Carcinoma MMACHC 0.09 0.05 blup 41 0.06 2.5e-06 8.71 -8.1 6.1e-16 -0.93 0.01 0.99 FALSE
96 The Cancer Genome Atlas Thyroid Carcinoma MUTYH 0.53 0.08 enet 14 0.28 3.8e-27 -4.06 7.1 9.0e-13 0.68 0.06 0.94 FALSE