The outcomes showed that compared with the advice that followed conventional dietary guidelines, the subjects who carried the APOE ε4 allele and received the gene‐based nutritional recommendations had a significantly lower risk of developing cardiovascular diseases. The gene discussed is APOE; the disease is cardiovascular disorder.