Among the seventeen genes tested, only five, Mef2c, Gsr, Col19a1, Calm1 and Snx10, may be considered potential genetic biomarkers of longevity in ALS disease as there was a significant linear correlation between their transcriptional profile during disease progression and the longevity of the animals. The gene discussed is CALM1; the disease is amyotrophic lateral sclerosis.