[Hub]/) : Traits : Age when periods started (menarche) :

chr21:39,849,553-41,498,432

Best TWAS P=2.66e-15 · Best GWAS P=1.11e-13 conditioned to 0.0186

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 BRWD1 0.12 0.15 lasso 8 0.15 1.1e-17 5.9 -6.3 2.2e-10 0.56 0.95 0.05 FALSE
2 CommonMind Brain Pre-frontal Cortex PSMG1 0.19 0.24 enet 30 0.26 2.0e-31 -6.0 -6.4 2.0e-10 0.84 0.93 0.07 FALSE
3 CommonMind Brain Pre-frontal Cortex WRB 0.04 0.00 bslmm 698 0.01 7.7e-03 4.8 5.6 2.5e-08 -0.56 0.14 0.18 FALSE
4 GTEx Adipose Subcutaneous PSMG1 0.19 0.12 enet 26 0.13 4.1e-11 6.0 -6.6 3.8e-11 0.72 0.93 0.07 FALSE
5 GTEx Adipose Subcutaneous BRWD1-IT2 0.11 0.08 lasso 3 0.06 7.0e-06 -6.0 6.1 9.8e-10 -0.87 0.13 0.86 FALSE
6 GTEx Adipose Visceral Omentum BRWD1-IT2 0.13 0.01 lasso 3 0.02 2.4e-02 6.1 6.1 9.9e-10 -0.59 0.49 0.35 FALSE
7 GTEx Artery Aorta PSMG1 0.13 0.08 lasso 2 0.04 3.6e-03 5.4 -5.4 6.6e-08 0.70 0.33 0.08 FALSE
8 GTEx Artery Coronary PSMG1 0.24 0.07 lasso 5 0.04 1.4e-02 5.4 -5.6 2.5e-08 0.69 0.08 0.72 FALSE
9 GTEx Artery Tibial PSMG1 0.26 0.25 enet 37 0.31 7.8e-25 -6.0 -6.1 7.8e-10 0.82 0.94 0.06 FALSE
10 GTEx Artery Tibial BRWD1-IT2 0.15 0.13 lasso 3 0.12 9.0e-10 5.8 6.0 1.5e-09 -0.87 0.03 0.97 FALSE
11 GTEx Brain Cerebellum PSMG1 0.28 0.13 lasso 8 0.09 1.2e-03 -6.1 -5.9 3.2e-09 0.85 0.07 0.80 FALSE
12 GTEx Brain Hypothalamus PSMG1 0.46 0.20 lasso 5 0.16 1.5e-04 -6.0 -6.4 1.9e-10 0.81 0.07 0.90 FALSE
13 GTEx Breast Mammary Tissue PSMG1 0.28 0.26 lasso 4 0.23 5.2e-12 6.0 -6.2 5.2e-10 0.64 0.91 0.09 FALSE
14 GTEx Breast Mammary Tissue (Female) PSMG1 0.14 0.09 lasso 11 0.07 3.3e-03 6.0 -6.5 7.0e-11 0.64 0.14 0.57 FALSE
15 GTEx Cells Transformed fibroblasts HMGN1 0.07 0.03 lasso 4 0.03 2.1e-03 6.3 -6.2 5.4e-10 0.65 0.47 0.20 FALSE
16 GTEx Colon Transverse PSMG1 0.23 0.19 lasso 5 0.22 1.4e-10 -6.0 -6.5 7.7e-11 0.82 0.90 0.10 FALSE
17 GTEx Colon Transverse BRWD1-IT2 0.28 0.01 enet 41 0.04 8.4e-03 -6.0 5.5 4.4e-08 -0.61 0.04 0.76 FALSE
18 GTEx Esophagus Mucosa PSMG1 0.37 0.38 lasso 5 0.37 6.4e-26 6.1 -6.1 9.1e-10 0.59 0.89 0.11 FALSE
19 GTEx Esophagus Mucosa HMGN1 0.11 0.08 lasso 4 0.07 2.6e-05 6.2 -6.5 1.1e-10 0.66 0.75 0.17 FALSE
20 GTEx Esophagus Mucosa BRWD1-IT2 0.08 0.06 lasso 5 0.06 3.9e-05 5.5 7.0 3.3e-12 -0.88 0.03 0.96 FALSE
21 GTEx Esophagus Muscularis PSMG1 0.15 0.10 lasso 4 0.07 3.9e-05 5.4 -5.4 6.3e-08 0.70 0.90 0.08 FALSE
22 GTEx Heart Atrial Appendage PSMG1 0.14 0.12 lasso 2 0.10 2.2e-05 5.4 -5.4 6.6e-08 0.70 0.65 0.19 FALSE
23 GTEx Lung PSMG1 0.12 0.13 lasso 5 0.12 3.4e-09 5.5 -6.1 1.1e-09 0.78 0.54 0.46 FALSE
24 GTEx Muscle Skeletal PSMG1 0.13 0.16 enet 15 0.19 7.1e-18 6.6 -6.8 1.2e-11 0.81 0.44 0.56 FALSE
25 GTEx Muscle Skeletal BRWD1-IT2 0.06 0.02 lasso 4 0.01 1.7e-02 6.3 5.9 4.4e-09 -0.74 0.25 0.48 FALSE
26 GTEx Nerve Tibial PSMG1 0.27 0.24 lasso 5 0.21 1.6e-14 5.3 -5.2 2.2e-07 0.70 1.00 0.00 FALSE
27 GTEx Nerve Tibial BRWD1-IT2 0.11 0.08 lasso 2 0.05 3.0e-04 -6.0 6.0 1.6e-09 -0.87 0.13 0.84 FALSE
28 GTEx Pancreas BRWD1-IT2 0.18 0.05 lasso 6 0.02 6.1e-02 -6.1 5.3 1.5e-07 -0.79 0.32 0.48 FALSE
29 GTEx Skin Not Sun Exposed Suprapubic PSMG1 0.26 0.34 lasso 5 0.34 2.1e-19 6.0 -5.5 3.7e-08 0.50 0.91 0.09 FALSE
30 GTEx Skin Not Sun Exposed Suprapubic BRWD1-IT2 0.13 0.09 lasso 3 0.08 2.5e-05 -6.0 6.3 3.1e-10 -0.86 0.03 0.96 FALSE
31 GTEx Skin Sun Exposed Lower leg PSMG1 0.32 0.38 lasso 3 0.38 5.5e-33 6.0 -6.0 1.9e-09 0.58 0.92 0.08 FALSE
32 GTEx Skin Sun Exposed Lower leg BRWD1 0.09 0.05 lasso 8 0.04 4.9e-04 6.1 -6.0 1.6e-09 0.58 0.07 0.81 FALSE
33 GTEx Testis PSMG1 0.30 0.10 lasso 4 0.06 9.5e-04 6.6 -6.2 6.6e-10 0.71 0.19 0.24 FALSE
34 GTEx Testis HMGN1 0.21 0.22 lasso 3 0.21 9.7e-10 6.2 -6.6 3.1e-11 0.71 0.63 0.37 FALSE
35 GTEx Testis BRWD1-IT2 0.49 0.45 enet 19 0.46 9.0e-23 -5.9 -5.9 3.7e-09 0.86 0.95 0.05 FALSE
36 GTEx Thyroid BRWD1-IT2 0.16 0.13 lasso 6 0.14 1.1e-10 -6.0 6.4 1.7e-10 -0.85 0.31 0.69 FALSE
37 GTEx Vagina PSMG1 0.40 0.16 lasso 8 0.20 2.1e-05 -6.0 -7.9 2.7e-15 0.74 0.14 0.73 TRUE
38 METSIM Adipose HMGN1 0.11 0.13 lasso 5 0.11 9.7e-17 6.3 -6.3 3.6e-10 0.69 0.74 0.26 FALSE
39 METSIM Adipose PSMG1 0.05 0.01 bslmm 638 0.02 3.6e-04 -7.4 -6.3 2.3e-10 0.78 0.02 0.98 FALSE
40 YFS Blood BRWD1 0.34 0.50 enet 89 0.52 1.3e-202 -6.0 -5.6 2.3e-08 0.85 0.93 0.07 FALSE
41 YFS Blood WRB 0.20 0.29 enet 18 0.29 8.4e-95 4.7 5.1 3.0e-07 -0.37 1.00 0.00 FALSE
42 The Cancer Genome Atlas Bladder Urothelial Carcinoma HMGN1 0.07 0.12 lasso 5 0.09 6.2e-08 6.2 -6.5 1.1e-10 0.68 0.00 1.00 FALSE
43 The Cancer Genome Atlas Breast Invasive Carcinoma HMGN1 0.04 0.05 lasso 4 0.05 5.9e-10 6.2 -6.5 7.1e-11 0.70 0.00 1.00 FALSE
44 The Cancer Genome Atlas Breast Invasive Carcinoma PSMG1 0.05 0.09 lasso 4 0.08 1.7e-16 6.1 -6.2 6.0e-10 0.62 0.07 0.93 FALSE
45 The Cancer Genome Atlas Cervical Squamous Cell Carcinoma HMGN1 0.10 0.03 lasso 2 0.04 3.7e-03 5.4 -5.6 2.1e-08 0.57 0.02 0.62 FALSE
46 The Cancer Genome Atlas Colon Adenocarcinoma HMGN1 0.06 0.03 blup 43 0.05 1.3e-03 6.2 -6.9 3.8e-12 0.62 0.00 0.94 FALSE
47 The Cancer Genome Atlas Colon Adenocarcinoma PSMG1 0.09 0.05 lasso 2 0.03 6.5e-03 5.3 -5.3 9.0e-08 0.70 0.03 0.33 FALSE
48 The Cancer Genome Atlas Glioblastoma Multiforme HMGN1 0.19 0.04 blup 43 0.08 2.1e-03 4.0 -5.6 2.6e-08 0.58 0.01 0.87 FALSE
49 The Cancer Genome Atlas Head and Neck Squamous Cell Carcinoma HMGN1 0.08 0.10 lasso 2 0.09 8.7e-11 6.2 -6.2 4.5e-10 0.69 0.00 1.00 FALSE
50 The Cancer Genome Atlas Head and Neck Squamous Cell Carcinoma PSMG1 0.04 0.04 lasso 2 0.03 2.5e-04 5.4 -5.4 6.6e-08 0.70 0.17 0.50 FALSE
51 The Cancer Genome Atlas Kidney Renal Clear Cell Carcinoma HMGN1 0.17 0.14 lasso 4 0.14 2.4e-15 6.2 -6.3 2.2e-10 0.68 0.00 1.00 FALSE
52 The Cancer Genome Atlas Kidney Renal Clear Cell Carcinoma PSMG1 0.08 0.07 lasso 4 0.06 1.4e-07 -6.1 -6.4 1.3e-10 0.86 0.11 0.89 FALSE
53 The Cancer Genome Atlas Kidney Renal Papillary Cell Carcinoma HMGN1 0.13 0.12 enet 6 0.14 1.9e-08 6.0 -5.7 1.1e-08 0.61 0.01 0.99 FALSE
54 The Cancer Genome Atlas Kidney Renal Papillary Cell Carcinoma PSMG1 0.08 0.06 blup 61 0.06 2.5e-04 5.3 -6.5 1.1e-10 0.74 0.07 0.67 FALSE
55 The Cancer Genome Atlas Brain Lower Grade Glioma BRWD1 0.11 0.03 enet 9 0.03 1.5e-04 -6.6 -5.9 4.6e-09 0.33 0.10 0.31 FALSE
56 The Cancer Genome Atlas Brain Lower Grade Glioma HMGN1 0.14 0.08 blup 43 0.08 3.9e-09 6.2 -6.7 2.6e-11 0.71 0.00 1.00 FALSE
57 The Cancer Genome Atlas Liver Hepatocellular Carcinoma HMGN1 0.12 0.12 enet 7 0.12 1.9e-06 6.0 -6.3 2.8e-10 0.64 0.01 0.99 FALSE
58 The Cancer Genome Atlas Liver Hepatocellular Carcinoma PSMG1 0.07 0.07 blup 61 0.04 6.3e-03 6.6 -6.5 9.9e-11 0.76 0.01 0.93 FALSE
59 The Cancer Genome Atlas Lung Adenocarcinoma PSMG1 0.04 0.02 blup 61 0.03 4.8e-04 6.0 -6.6 4.1e-11 0.76 0.03 0.96 FALSE
60 The Cancer Genome Atlas Lung Squamous Cell Carcinoma HMGN1 0.05 0.03 lasso 3 0.03 1.6e-04 5.4 -6.0 2.4e-09 0.61 0.01 0.98 FALSE
61 The Cancer Genome Atlas Lung Squamous Cell Carcinoma PSMG1 0.04 0.04 blup 61 0.04 2.1e-05 -6.1 -7.0 3.3e-12 0.82 0.03 0.97 FALSE
62 The Cancer Genome Atlas Ovarian Serous Cystadenocarcinoma HMGN1 0.06 0.05 blup 43 0.02 1.6e-02 6.2 -5.9 3.8e-09 0.40 0.00 0.95 FALSE
63 The Cancer Genome Atlas Pancreatic Adenocarcinoma PSMG1 0.11 0.10 blup 61 0.08 2.2e-04 6.0 -5.8 8.1e-09 0.74 0.04 0.91 FALSE
64 The Cancer Genome Atlas Pheochromocytoma and Paraganglioma HMGN1 0.12 0.13 lasso 4 0.12 2.2e-05 6.0 -6.4 1.2e-10 0.60 0.02 0.96 FALSE
65 The Cancer Genome Atlas Pheochromocytoma and Paraganglioma PSMG1 0.07 0.04 blup 61 0.06 1.7e-03 3.9 -6.8 1.1e-11 0.71 0.04 0.83 FALSE
66 The Cancer Genome Atlas Prostate Adenocarcinoma HMGN1 0.27 0.06 enet 17 0.10 2.5e-10 6.2 -5.8 5.3e-09 0.54 0.00 1.00 FALSE
67 The Cancer Genome Atlas Skin Cutaneous Melanoma WRB 0.12 0.06 blup 48 0.10 1.2e-03 4.0 5.3 1.4e-07 -0.42 0.03 0.19 FALSE
68 The Cancer Genome Atlas Stomach Adenocarcinoma BRWD1 0.04 0.02 blup 97 0.03 2.3e-03 5.4 -6.7 1.8e-11 0.63 0.10 0.14 FALSE
69 The Cancer Genome Atlas Stomach Adenocarcinoma HMGN1 0.07 0.08 lasso 2 0.06 2.9e-05 6.2 -6.2 4.5e-10 0.69 0.00 1.00 FALSE
70 The Cancer Genome Atlas Stomach Adenocarcinoma PSMG1 0.05 0.02 blup 61 0.02 1.4e-02 -6.0 -6.2 6.2e-10 0.83 0.02 0.75 FALSE
71 The Cancer Genome Atlas Thyroid Carcinoma HMGN1 0.15 0.21 lasso 4 0.20 9.9e-19 6.2 -6.5 1.0e-10 0.73 0.00 1.00 FALSE
72 The Cancer Genome Atlas Thyroid Carcinoma PSMG1 0.03 0.01 blup 61 0.02 9.1e-03 5.4 -6.4 2.1e-10 0.70 0.04 0.36 FALSE
73 The Cancer Genome Atlas Uterine Corpus Endometrial Carcinoma HMGN1 0.23 0.09 enet 8 0.18 9.6e-06 -5.9 -5.9 3.3e-09 0.77 0.01 0.99 FALSE