**5. Considerations**

There are a number of simulation and numerical methods and codes that demonstrate the importance of the low concentration oxygen effect in response to ionizing radiation treatments. This chapter shows the work *Study of the distribution of doses in tumors with hypoxia through the PENELOPE code* which showed physical parameters with results similar to the literature through the PENELOPE-Monte Carlo code.
