Head and neck cancer is often diagnosed late and prognosis for most head and neck cancer patients remains poor. To aid early detection, we developed a risk prediction model based on demographic and lifestyle risk factors, human papillomavirus (HPV) serological markers and genetic markers. A total of 10 126 head and neck cancer cases and 5254 controls from five North American and European studies were included. HPV serostatus was determined by antibodies for HPV16 early oncoproteins (E6, E7) and regulatory early proteins (E1, E2, E4). The data were split into a training set (70%) for model development and a hold-out testing set (30%) for model performance evaluation, including discriminative ability and calibration. The risk models including demographic, lifestyle risk factors and polygenic risk score showed a reasonable predictive accuracy for head and neck cancer overall. A risk model that also included HPV serology showed substantially improved predictive accuracy for oropharyngeal cancer (AUC = 0.94, 95% CI = 0.92-0.95 in men and AUC = 0.92, 95% CI = 0.88-0.95 in women). The 5-year absolute risk estimates showed distinct trajectories by risk factor profiles. Based on the UK Biobank cohort, the risks of developing oropharyngeal cancer among 60 years old and HPV16 seropositive in the next 5 years ranged from 5.8% to 14.9% with an average of 8.1% for men, 1.3% to 4.4% with an average of 2.2% for women. Absolute risk was generally higher among individuals with heavy smoking, heavy drinking, HPV seropositivity and those with higher polygenic risk score. These risk models may be helpful for identifying people at high risk of developing head and neck cancer.
- MeSH
- genetické markery MeSH
- infekce papilomavirem * MeSH
- lidé středního věku MeSH
- lidé MeSH
- lidské papilomaviry MeSH
- lidský papilomavirus 16 genetika MeSH
- nádory hlavy a krku * MeSH
- nádory orofaryngu * MeSH
- onkogenní proteiny virové * genetika MeSH
- protilátky virové MeSH
- rizikové faktory MeSH
- transkripční faktory genetika MeSH
- Check Tag
- lidé středního věku MeSH
- lidé MeSH
- mužské pohlaví MeSH
- ženské pohlaví MeSH
- Publikační typ
- časopisecké články MeSH
- práce podpořená grantem MeSH
- Research Support, N.I.H., Extramural MeSH
Although several oropharyngeal cancer (OPC) susceptibility loci have been identified, most previous studies lacked detailed information on human papillomavirus (HPV) status. We conduct a genome-wide analysis by HPV16 serology status in 4,002 oral cancer cases (OPC and oral cavity cancer (OCC)) and 5,256 controls. We detect four susceptibility loci pointing to a distinct genetic predisposition by HPV status. Our most notable finding in the HLA region, that is now confirmed to be specific of HPV(+)OPC risk, reveal two independent loci with strong protective effects, one refining the previously reported HLA class II haplotype association. Antibody levels against HPV16 viral proteins strongly implicate the protective HLA variants as major determinants of humoral response against L1 capsid protein or E6 oncoprotein suggesting a natural immune response against HPV(+)OPC promoted by HLA variants. This indicates that therapeutic vaccines that target E6 and attenuate viral response after established HPV infections might protect against HPV(+)OPC.
- MeSH
- celogenomová asociační studie MeSH
- exprese genu MeSH
- genetická predispozice k nemoci MeSH
- haplotypy MeSH
- HLA antigeny klasifikace genetika imunologie MeSH
- humorální imunita * MeSH
- infekce papilomavirem genetika imunologie patologie virologie MeSH
- kouření patofyziologie MeSH
- lidé středního věku MeSH
- lidé MeSH
- lidský papilomavirus 16 imunologie patogenita MeSH
- lokus kvantitativního znaku MeSH
- metaanalýza jako téma MeSH
- nádory orofaryngu genetika imunologie patologie virologie MeSH
- nádory úst genetika imunologie patologie virologie MeSH
- onkogenní proteiny virové genetika imunologie MeSH
- protilátky virové biosyntéza MeSH
- represorové proteiny genetika imunologie MeSH
- rizikové faktory MeSH
- senioři MeSH
- studie případů a kontrol MeSH
- virové plášťové proteiny genetika imunologie MeSH
- Check Tag
- lidé středního věku MeSH
- lidé MeSH
- mužské pohlaví MeSH
- senioři MeSH
- ženské pohlaví MeSH
- Publikační typ
- časopisecké články MeSH
- práce podpořená grantem MeSH
- Research Support, N.I.H., Extramural MeSH