None of the tested biomarkers ( expression of integrins , CD31 , Ki-67 , vascular endothelial growth factor receptor 2 , vascular endothelial-cadherin , type IV collagen , epidermal growth factor receptor , or p16 for human papillomavirus ) were predictive of outcome .