“…The most frequent type of abnormalities in MM is the CNV's (copy number variations). The duplication of odd chromosome (3,5,7,9,11,15,19,21) divides MM in hyperdiploid and non-hyperdiploid (Buedts, Smits et al 2020) and is found in around 50% of MM and confer a good prognosis (Fonseca, Barlogie et al 2004, Barilà, Bonaldi et al 2020, Ankathil, Foong et al 2021. The deletion of chr 1p has an incidence of approximatively 30% and give a poor prognosis especially if 1p32 is implicated (Qazilbash, Saliba et al 2007, Ouyang, Gou et al 2014.…”