Conversely, when considering IGHV unmutated cases, which show a high frequency of alterations in genes like TP53, ATM, or POT1 (Fig. 3l), mutational signatures associated with AID and MMR deficiency were generally low (Fig. 3k). This evidence concerns the gene POT1 and mismatch repair cancer syndrome 1.