In the most relevant comparison (PTOG vs. PT) DE genes involved in DNA repair such as “Base excision repair,” “Fanconi Anemia pathway” and “HDR through Homologous recombination repair” were found to be significantly associated in response to triple association compared to proton therapy alone (Figure 6A). The gene discussed is F2; the disease is Fanconi anemia.