Indeed, some pathologies induce a pseudohypoxic state of the cells as cancer or during the “normobaric oxygen paradox” defined by a “hypoxia-like” response to the return to normoxia after a hyperoxic event, which is characterized by the activation of numerous pathways in PBMCs, including HIF-1 [52,53]. The gene discussed is HIF1A; the disease is cancer.