Additionally, given that the proportion of CSCs in untreated tumours could vary greatly between smokers and non-smokers, and correlate with poor prognosis, we assayed for CD44 and ALDH1 co-expression prior to radiation therapy. Here, CD44 is linked to neoplasm.