In this issue of Clinical Cancer Research, Rajendran et al. (1) have assessed the value of pretherapy fluoromisonidazole (FMISO) positron emission tomography (PET) imaging, an indicator of tissue hypoxia, in predicting survival of 73 patients with head and neck cancers. In this study, the FMISO imaging results were not used to guide therapeutic management and, thus, had no influence on the survival results. The images of 58 (79%) patients indicated significant hypoxia based on a PET image intensity threshold criterion established by the experienced University of Washington group. A univariate analysis showed a significant correlation between survival and two measured variables: the maximum tumor/blood ratio (T/B max ) at 4.5 hours after FMISO administration (P = 0.002) and the hypoxic tumor volume (P = 0.04). The presence of node metastases was also correlated with survival (P = 0.01). A similar univariate analysis of a subset of 52 patients who had a 2 ¶-fluoro-2 ¶-deoxyglucose (FDG) PET scan did not yield a correlation between FDG standardized uptake value and survival (P = 0.14).This result is surprising because in an earlier publication, Rajendren et al. (2) showed good voxel-by-voxel correlation between FDG and FMISO uptake in head and neck cancer (0.62), but not in breast cancer (0.47), glioblastoma multiforme (0.38), or soft tissue sarcoma (0.32). Interestingly, the investigators report that no variable was predictive of survival in a multivariate analysis that included the FDG maximum standard uptake value, whereas both nodal status and T/B max (or HV) were highly predictive when the FDG maximum standard uptake value was removed from the model. Could the biology behind these observations shed some light on these results?