Gene symbol Clinical characteristic Comparison valueAURKA Age Normal-vs-age (41-60 Y) 4.00E-15 Normal-vs-age (61-80 Y) <1E-12 Normal-vs-age (81-100Y) 7.10E-10 BIRC5 Age Normal-vs-age (41-60 Y) 1.82E-10 Normal-vs-age (61-80 Y) 3.99991E-12 Normal-vs-age (81-100Y) 2.40E-09 CKS1B Age Normal-vs-age (41-60 Y) 8.88E-16 Normal-vs-age (61-80 Y) 1.62E-12 Normal-vs-age (81-100Y) 2.617E-07 AURKA Histological subtypes Normal-vs-papillary tumors 6.55E-15 Normal-vs-nonpapillary tumors <1E-12 Papillary tumors-vs-nonpapillary tumors 3.00E-03 BIRC5 Histological subtypes Normal-vs-papillary tumors 6.40E-07 Normal-vs-nonpapillary tumors 8.40E-10 Papillary tumors-vs-nonpapillary tumors 1.10E-03 CKS1B Histological subtypes Normal-vs-papillary tumors 1.77E-04 Normal-vs-nonpapillary tumors 3.27E-08 Papillary tumors-vs-nonpapillary tumors 2.38E-04 AURKA Molecular subtypes Normal-vs-neuronal 1.54E-06 Normal-vs-basal squamous <1E-12 Normal-vs-luminal 2.26E-10 Normal-vs-luminal_infiltrated 1.49E-11 Normal-vs-luminal_papillary 1.67E-12 Neuronal-vs-luminal 1.05E-02 Neuronal-vs-luminal_infiltrated 2.48E-03 Neuronal-vs-luminal_papillary 6.00E-03 Basal squamous-vs-luminal 1.66E-05 Basal squamous-vs-luminal_infiltrated 8.65E-12 Basal squamous-vs-luminal_papillary 1.11E-09 BIRC5 Molecular subtypes Normal-vs-neuronal 3.20E-07 Normal-vs-basal squamous 1.65E-12 Normal-vs-luminal 2.93E-07 Normal-vs-luminal_infiltrated 4.66E-07 Normal-vs-luminal_papillary 1.15E-08 Neuronal-vs-basal squamous 3.40E-03 Neuronal-vs-luminal 9.81E-05 Neuronal-vs-luminal_infiltrated 4.18E-05 Neuronal-vs-luminal_papillary 9.99E-05 Basal squamous-vs-luminal 3.10E-06 Basal squamous-vs-luminal_infiltrated 1.03E-11 Basal squamous-vs-luminal_papillary 1.36E-08 CKS1B Molecular subtypes Normal-vs-neuronal 9.74E-07 Normal-vs-basal squamous 1.62E-12 Normal-vs-luminal 2.40E-08 Normal-vs-luminal_infiltrated 5.97E-11 Normal-vs-luminal_papillary 4.44E-15 Neuronal-vs-basal squamous 4.57E-02 Neuronal-vs-luminal 1.74E-03 Neuronal-vs-luminal_infiltrated 1.46E-03 Neuronal-vs-luminal_papillary 9.79E-04 Basal squamous-vs-luminal 9.60E-04 Basal squamous-vs-luminal_infiltrated 9.92E-05 Basal squamous-vs-luminal_papillary 2.26E-07 AURKA Nodal metastasis status Normal-vs-N0 1.62E-12 Normal-vs-N1 1.69E-12 Normal-vs-N2 2.22E-12 Normal-vs-N3 1.25E-10 BIRC5 Nodal metastasis status Normal-vs-N0 1.34E-11 Normal-vs-N1 1.69E-10 Normal-vs-N2 8.57E-09 Normal-vs-N3 7.04E-03 N1-vs-N2 2.50E-02 CKS1B Nodal metastasis status Normal-vs-N0 1.62E-12 Normal-vs-N1 1.04E-09 Normal-vs-N2 1.63E-12 Normal-vs-N3 8.60E-04 N0-vs-N1 4.35E-02 N1-vs-N2 1.70E-02 N2-vs-N3 2.42E-02 AURKA Sample types Normal-vs-primary 1.62E-12 BIRC5 Normal-vs-primary 5.35E-11 CKS1B Normal-vs-primary 1.62E-12 AURKA Smoking habit Normal-vs-nonsmoker 1.24E-14 Normal-vs-smoker 1.63E-12 Normal-vs-reformed smoker1 <1E-12 Normal-vs-reformed smoker2 1.33E-15 Nonsmoker-vs-reformed smoker1 8.60E-03 Nonsmoker-vs-reformed smoker2 9.46E-03 BIRC5 Smoking habit Normal-vs-nonsmoker 1.82E-09 Normal-vs-smoker 2.35E-10 Normal-vs-reformed smoker1 3.83E-12 Normal-vs-reformed smoker2 3.34E-12 CKS1B Smoking habit Normal-vs-nonsmoker 1.63E-12 Normal-vs-smoker 5.55E-16 Normal-vs-reformed smoker1 <1E-12 Normal-vs-reformed smoker2 1.62E-12 AURKA Cancer stage Normal-vs-stage2 1.62E-12 Normal-vs-stage3 1.62E-12 Normal-vs-stage4 1.62E-12 BIRC5 Cancer stage Normal-vs-stage2 1.53E-10 Normal-vs-stage3 3.81E-13 Normal-vs-stage4 7.86E-12 CKS1B Cancer stage Normal-vs-stage2 <1E-12 Normal-vs-stage3 <1E-12 Normal-vs-stage4 1.62E-12 AURKA TP53 mutation status Normal-vs-TP53-mutant 1.62E-12 Normal-vs-TP53-nonmutant 3.63E-13 TP53-mutant-vs-TP53-nonmutant 3.80E-12 BIRC5 TP53 mutation status Normal-vs-TP53-mutant 1.63E-12 Normal-vs-TP53-nonmutant 8.02E-09 TP53-mutant-vs-TP53-nonmutant 7.83E-08 CKS1B TP53 mutation status Normal-vs-TP53-mutant 1.62E-12 Normal-vs-TP53-nonmutant 8.44E-15 TP53-mutant-vs-TP53-nonmutant 2.20E-12