1. Medical oncology department, CHU Souss Massa, Biomed Laboratory, Faculty of medicine and pharmacy of Agadir, University Ibn Zohr Agadir, Morocco
2. Radiation Therapy Department, University Hospital Center of Montreal, Montreal, Canada
3. Epidemiology and Clinical Research Laboratory. Faculty of Medicine and Pharmacy, Mohammed V University, Rabat. Faculty of Medicine and Pharmacy, Ibn Zohr University, Agadir, Morocco